diff --git a/your-project/.ipynb_checkpoints/2-checkpoint. Cleaning b/your-project/.ipynb_checkpoints/2-checkpoint. Cleaning new file mode 100644 index 0000000..1070d56 --- /dev/null +++ b/your-project/.ipynb_checkpoints/2-checkpoint. Cleaning @@ -0,0 +1,4726 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Cleaning" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Load Datas\n", + "2. Basic Cleaning\n", + " 2.1 Column per column\n", + " 2.1.1 columns to float\n", + " 2.1.2 columns with datetime\n", + " 2.1.2 columns with Boolean\n", + " 2.1.2 Rest\n", + "3. Cleaning on micro level\n", + "4. Change column names and save to csv" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Load Datas" + ] + }, + { + "cell_type": "code", + "execution_count": 1089, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "import csv\n", + "import requests\n", + "import re\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 1090, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Verfügbarab',\n", + " 'Balkon(e)', 'Lift', 'AltesGebäude', 'ÖV-Haltestelle',\n", + " 'Einkaufsmöglichkeit', 'rating', 'adress', 'publication_date', 'city',\n", + " 'DateofScrapping', 'Nutzfläche', 'Baujahr', 'Aussenparkplatz',\n", + " 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich', 'Kindergarten',\n", + " 'Primarschule', 'Sekundarschule', 'Autobahn', 'Einstellplatz',\n", + " 'Rollstuhlgängig', 'Minergie-zertifiziert', 'Cheminée', 'Kubatur',\n", + " 'Hochparterre', 'Neubau', 'Wohnungen', 'Wasseranschluss', 'Toiletten',\n", + " 'Mittelhaus', 'Möbliert', 'JährlicherMietpreisprom²',\n", + " 'JährlicherMietpreisprom²(exkl.NK)', 'Raumhöhe', 'Bäder', 'Still',\n", + " 'Sonnig', 'Erstbezug', 'Geschirrspülmaschine', 'Eckhaus', 'Veranda',\n", + " 'Hebebühne', 'Anfahrrampe', 'Holzofen', 'Grundstückfläche', 'Estrich',\n", + " 'Swimmingpool'],\n", + " dtype='object')" + ] + }, + "execution_count": 1090, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds1 = pd.read_csv(\"./Data/flats_Bern.csv\", index_col=0)\n", + "ds2 = pd.read_csv(\"./Data/flats_zuerich.csv\", index_col=0)\n", + "ds3 = pd.read_csv(\"./Data/flats_luzern.csv\", index_col=0)\n", + "\n", + "ds=pd.concat([ds1, ds2, ds3], sort=False)\n", + "ds\n", + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 1091, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerBalkon(e)LiftAltesGebäuderatingNutzflächeBaujahr...ErstbezugGeschirrspülmaschineEckhausVerandaHebebühneAnfahrrampeHolzofenGrundstückflächeEstrichSwimmingpool
count1729.0000001730.0000001753.0000002319.0000001199.0901.0134.0676.000000137.000000851.000000...1.04.07.01.01.01.01.02.000002.02.0
mean1964.921342229.65317979.1739872.9400601.01.01.04.094675131.0583941969.900118...1.01.01.01.01.01.01.03953.000001.01.0
std978.06130697.15869838.8269631.2505680.00.00.00.967579474.15348462.213754...NaN0.00.0NaNNaNNaNNaN5494.219690.00.0
min70.00000013.0000001.0000001.0000001.01.01.02.00000010.0000001375.000000...1.01.01.01.01.01.01.068.000001.01.0
25%1327.000000170.00000056.0000002.0000001.01.01.03.00000060.0000001954.000000...1.01.01.01.01.01.01.02010.500001.01.0
50%1680.000000220.00000075.0000003.0000001.01.01.04.00000083.0000001976.000000...1.01.01.01.01.01.01.03953.000001.01.0
75%2350.000000280.000000100.0000003.5000001.01.01.05.000000112.0000002012.000000...1.01.01.01.01.01.01.05895.500001.01.0
max8900.0000001050.000000320.00000012.5000001.01.01.06.0000005613.0000002020.000000...1.01.01.01.01.01.01.07838.000001.01.0
\n", + "

8 rows × 40 columns

\n", + "
" + ], + "text/plain": [ + " MietpreisproMonat(exkl.NK) Nebenkosten Wohnfläche Zimmer \\\n", + "count 1729.000000 1730.000000 1753.000000 2319.000000 \n", + "mean 1964.921342 229.653179 79.173987 2.940060 \n", + "std 978.061306 97.158698 38.826963 1.250568 \n", + "min 70.000000 13.000000 1.000000 1.000000 \n", + "25% 1327.000000 170.000000 56.000000 2.000000 \n", + "50% 1680.000000 220.000000 75.000000 3.000000 \n", + "75% 2350.000000 280.000000 100.000000 3.500000 \n", + "max 8900.000000 1050.000000 320.000000 12.500000 \n", + "\n", + " Balkon(e) Lift AltesGebäude rating Nutzfläche Baujahr \\\n", + "count 1199.0 901.0 134.0 676.000000 137.000000 851.000000 \n", + "mean 1.0 1.0 1.0 4.094675 131.058394 1969.900118 \n", + "std 0.0 0.0 0.0 0.967579 474.153484 62.213754 \n", + "min 1.0 1.0 1.0 2.000000 10.000000 1375.000000 \n", + "25% 1.0 1.0 1.0 3.000000 60.000000 1954.000000 \n", + "50% 1.0 1.0 1.0 4.000000 83.000000 1976.000000 \n", + "75% 1.0 1.0 1.0 5.000000 112.000000 2012.000000 \n", + "max 1.0 1.0 1.0 6.000000 5613.000000 2020.000000 \n", + "\n", + " ... Erstbezug Geschirrspülmaschine Eckhaus Veranda Hebebühne \\\n", + "count ... 1.0 4.0 7.0 1.0 1.0 \n", + "mean ... 1.0 1.0 1.0 1.0 1.0 \n", + "std ... NaN 0.0 0.0 NaN NaN \n", + "min ... 1.0 1.0 1.0 1.0 1.0 \n", + "25% ... 1.0 1.0 1.0 1.0 1.0 \n", + "50% ... 1.0 1.0 1.0 1.0 1.0 \n", + "75% ... 1.0 1.0 1.0 1.0 1.0 \n", + "max ... 1.0 1.0 1.0 1.0 1.0 \n", + "\n", + " Anfahrrampe Holzofen Grundstückfläche Estrich Swimmingpool \n", + "count 1.0 1.0 2.00000 2.0 2.0 \n", + "mean 1.0 1.0 3953.00000 1.0 1.0 \n", + "std NaN NaN 5494.21969 0.0 0.0 \n", + "min 1.0 1.0 68.00000 1.0 1.0 \n", + "25% 1.0 1.0 2010.50000 1.0 1.0 \n", + "50% 1.0 1.0 3953.00000 1.0 1.0 \n", + "75% 1.0 1.0 5895.50000 1.0 1.0 \n", + "max 1.0 1.0 7838.00000 1.0 1.0 \n", + "\n", + "[8 rows x 40 columns]" + ] + }, + "execution_count": 1091, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 1092, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2368" + ] + }, + "execution_count": 1092, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 1093, + "metadata": {}, + "outputs": [], + "source": [ + "ds = ds.drop_duplicates()" + ] + }, + { + "cell_type": "code", + "execution_count": 1094, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2356" + ] + }, + "execution_count": 1094, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Basic Cleaning" + ] + }, + { + "cell_type": "code", + "execution_count": 1095, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objektart 2356\n", + "MietpreisproMonat 2355\n", + "MietpreisproMonat(exkl.NK) 1717\n", + "Nebenkosten 1718\n", + "Wohnfläche 1744\n", + "Zimmer 2307\n", + "Geschoss 1796\n", + "Verfügbarab 2136\n", + "Balkon(e) 1191\n", + "Lift 896\n", + "AltesGebäude 133\n", + "ÖV-Haltestelle 995\n", + "Einkaufsmöglichkeit 982\n", + "rating 673\n", + "adress 2356\n", + "publication_date 1997\n", + "city 2356\n", + "DateofScrapping 2356\n", + "Nutzfläche 133\n", + "Baujahr 847\n", + "Aussenparkplatz 364\n", + "Haustiereerlaubt 443\n", + "Kabel-TV 921\n", + "Kinderfreundlich 366\n", + "Kindergarten 593\n", + "Primarschule 606\n", + "Sekundarschule 392\n", + "Autobahn 417\n", + "Einstellplatz 462\n", + "Rollstuhlgängig 109\n", + "Minergie-zertifiziert 50\n", + "Cheminée 120\n", + "Kubatur 17\n", + "Hochparterre 27\n", + "Neubau 103\n", + "Wohnungen 20\n", + "Wasseranschluss 6\n", + "Toiletten 21\n", + "Mittelhaus 3\n", + "Möbliert 2\n", + "JährlicherMietpreisprom² 1\n", + "JährlicherMietpreisprom²(exkl.NK) 1\n", + "Raumhöhe 6\n", + "Bäder 12\n", + "Still 4\n", + "Sonnig 4\n", + "Erstbezug 1\n", + "Geschirrspülmaschine 4\n", + "Eckhaus 7\n", + "Veranda 1\n", + "Hebebühne 1\n", + "Anfahrrampe 1\n", + "Holzofen 1\n", + "Grundstückfläche 2\n", + "Estrich 2\n", + "Swimmingpool 2\n", + "dtype: int64" + ] + }, + "execution_count": 1095, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## drop columns with only a few count\n", + "ds.count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1096, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "56" + ] + }, + "execution_count": 1096, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(ds.columns)" + ] + }, + { + "cell_type": "code", + "execution_count": 1097, + "metadata": {}, + "outputs": [], + "source": [ + "minCount=0.1*ds.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 1098, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objektart 2356\n", + "MietpreisproMonat 2355\n", + "MietpreisproMonat(exkl.NK) 1717\n", + "Nebenkosten 1718\n", + "Wohnfläche 1744\n", + "Zimmer 2307\n", + "Geschoss 1796\n", + "Verfügbarab 2136\n", + "Balkon(e) 1191\n", + "Lift 896\n", + "ÖV-Haltestelle 995\n", + "Einkaufsmöglichkeit 982\n", + "rating 673\n", + "adress 2356\n", + "publication_date 1997\n", + "city 2356\n", + "DateofScrapping 2356\n", + "Baujahr 847\n", + "Aussenparkplatz 364\n", + "Haustiereerlaubt 443\n", + "Kabel-TV 921\n", + "Kinderfreundlich 366\n", + "Kindergarten 593\n", + "Primarschule 606\n", + "Sekundarschule 392\n", + "Autobahn 417\n", + "Einstellplatz 462\n", + "dtype: int64" + ] + }, + "execution_count": 1098, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "for x in ds.columns:\n", + " if ds[x].count() < minCount:\n", + " ds= ds.drop([x], axis=1)\n", + " \n", + "len(ds.columns)\n", + "\n", + "ds.count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1099, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Verfügbarab',\n", + " 'Balkon(e)', 'Lift', 'ÖV-Haltestelle', 'Einkaufsmöglichkeit', 'rating',\n", + " 'adress', 'publication_date', 'city', 'DateofScrapping', 'Baujahr',\n", + " 'Aussenparkplatz', 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich',\n", + " 'Kindergarten', 'Primarschule', 'Sekundarschule', 'Autobahn',\n", + " 'Einstellplatz'],\n", + " dtype='object')" + ] + }, + "execution_count": 1099, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.1 Column per column" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.1.1 columns to float" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### a) prices\n", + "MietpreisproMonat, \n", + "MietpreisproMonat(exkl.NK), \n", + "Nebenkosten" + ] + }, + { + "cell_type": "code", + "execution_count": 1100, + "metadata": {}, + "outputs": [], + "source": [ + "col = ['MietpreisproMonat', \n", + "'MietpreisproMonat(exkl.NK)', \n", + "'Nebenkosten']\n", + "\n", + "\n", + "## drop Mietpreise = nan und Mietpreise \"aufAnfrage\"\n", + "ds.MietpreisproMonat[(ds['MietpreisproMonat'] != 'aufAnfrage')].count()\n", + "ds = ds[ds['MietpreisproMonat'] != 'aufAnfrage']\n", + "\n", + "\n", + "ds['MietpreisproMonat'] = ds['MietpreisproMonat'].astype('float')\n", + "ds['MietpreisproMonat(exkl.NK)'] = ds['MietpreisproMonat(exkl.NK)'].astype('float', errors='ignore')\n", + "ds['Nebenkosten'] = ds['Nebenkosten'].astype('float', errors='ignore')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1101, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([127., 810., 581., 147., 38., 6., 1., 5., 1., 2.]),\n", + " array([ 13. , 116.7, 220.4, 324.1, 427.8, 531.5, 635.2, 738.9,\n", + " 842.6, 946.3, 1050. ]),\n", + " )" + ] + }, + "execution_count": 1101, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(ds[col[0]].dropna())\n", + "plt.hist(ds[col[1]].dropna())\n", + "plt.hist(ds[col[2]].dropna())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### b) size of flat\n", + "\n", + "Wohnfläche,Zimmer" + ] + }, + { + "cell_type": "code", + "execution_count": 1102, + "metadata": {}, + "outputs": [], + "source": [ + "ds['Wohnfläche'].unique()\n", + "ds['Wohnfläche'] = ds['Wohnfläche'].astype('float', errors = 'ignore')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1103, + "metadata": {}, + "outputs": [], + "source": [ + "ds['Zimmer'] = ds['Zimmer'].astype('float')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### c) dicstances\n", + "Kindergarten\n", + "Primarschule\n", + "Sekundarschule" + ] + }, + { + "cell_type": "code", + "execution_count": 1104, + "metadata": {}, + "outputs": [], + "source": [ + "col = ['Kindergarten', 'Primarschule', 'Sekundarschule','ÖV-Haltestelle', 'Einkaufsmöglichkeit', 'Autobahn']" + ] + }, + { + "cell_type": "code", + "execution_count": 1105, + "metadata": {}, + "outputs": [], + "source": [ + "for x in col: \n", + " ds[x]= ds[x].apply(lambda y: float(str(y).replace(\"m\",\"\")))" + ] + }, + { + "cell_type": "code", + "execution_count": 1106, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.Stock01.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.Stock01.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...1965.01.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.Stock01.05.20201.0NaN...NaNNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.Stock01.06.2020NaNNaN...1600.0NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NaNNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.StocknachVereinbarungNaN1.0...1975.0NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.StocksofortNaNNaN...NaN1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.StocknachVereinbarung1.01.0...NaNNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.Stocksofort1.0NaN...NaN1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2344 rows × 27 columns

\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.Stock 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.Stock 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.Stock 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.Stock 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.Stock nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.Stock sofort \n", + "22420912 90.0 36.0 1.5 7.Stock nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.Stock sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... NaN NaN NaN \n", + "23016600 1.0 1.0 ... NaN NaN NaN \n", + "23014342 1.0 1.0 ... 1965.0 1.0 1.0 \n", + "23017350 1.0 NaN ... NaN NaN NaN \n", + "23016559 NaN NaN ... 1600.0 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... NaN NaN NaN \n", + "20657528 NaN 1.0 ... 1975.0 NaN 1.0 \n", + "22104581 NaN NaN ... NaN 1.0 NaN \n", + "22420912 1.0 1.0 ... NaN NaN NaN \n", + "22483750 1.0 NaN ... NaN 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2344 rows x 27 columns]" + ] + }, + "execution_count": 1106, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.1.2 columns with datetime" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verfügbarab\n", + "publication_date\n", + "DateofScrapping\n", + "Baujahr" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### a) Verfügbarab" + ] + }, + { + "cell_type": "code", + "execution_count": 1107, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['01.05.2020', '01.03.2020', '01.06.2020', '01.04.2020',\n", + " '16.05.2020', nan, '01.07.2020', 'sofort', 'nachVereinbarung',\n", + " '15.03.2020', '15.04.2020', '14.03.2020', '15.05.2020',\n", + " '01.08.2020', '16.07.2020', '16.03.2020', '02.03.2020',\n", + " '31.10.2020', '09.03.2020', '15.07.2020', '16.04.2020',\n", + " '13.05.2020', '10.04.2020', '03.04.2020', '01.11.2020',\n", + " '05.04.2020', '17.04.2020', '11.05.2020', '01.10.2020',\n", + " '13.04.2020', '30.03.2020', '31.03.2020', '23.03.2020',\n", + " '04.05.2020', '05.07.2020', '10.03.2020', '01.12.2020',\n", + " '15.06.2020', '11.04.2020', '01.09.2020', '06.04.2020',\n", + " '04.04.2020', '13.03.2020', '27.03.2020', '09.04.2020',\n", + " '29.02.2020', '12.04.2020'], dtype=object)" + ] + }, + "execution_count": 1107, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds['Verfügbarab'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 1108, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2125" + ] + }, + "execution_count": 1108, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds['Verfügbarab'].count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1109, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ds['Verfügbarab'] = pd.to_datetime(ds.Verfügbarab, errors='ignore', format = \"%d.%m.%Y\") # infer_datetime_format=True," + ] + }, + { + "cell_type": "code", + "execution_count": 1110, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['01.05.2020', '01.03.2020', '01.06.2020', '01.04.2020',\n", + " '16.05.2020', nan, '01.07.2020', 'sofort', 'nachVereinbarung',\n", + " '15.03.2020', '15.04.2020', '14.03.2020', '15.05.2020',\n", + " '01.08.2020', '16.07.2020', '16.03.2020', '02.03.2020',\n", + " '31.10.2020', '09.03.2020', '15.07.2020', '16.04.2020',\n", + " '13.05.2020', '10.04.2020', '03.04.2020', '01.11.2020',\n", + " '05.04.2020', '17.04.2020', '11.05.2020', '01.10.2020',\n", + " '13.04.2020', '30.03.2020', '31.03.2020', '23.03.2020',\n", + " '04.05.2020', '05.07.2020', '10.03.2020', '01.12.2020',\n", + " '15.06.2020', '11.04.2020', '01.09.2020', '06.04.2020',\n", + " '04.04.2020', '13.03.2020', '27.03.2020', '09.04.2020',\n", + " '29.02.2020', '12.04.2020'], dtype=object)" + ] + }, + "execution_count": 1110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]\n", + "#dscopy.groupby('Verfügbarab').count()\n", + "ds['Verfügbarab'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 1111, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([911., 59., 33., 29., 4., 7., 14., 6., 5., 5.]),\n", + " array([ 0. , 4.3, 8.6, 12.9, 17.2, 21.5, 25.8, 30.1, 34.4, 38.7, 43. ]),\n", + " )" + ] + }, + "execution_count": 1111, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(ds['Verfügbarab'].dropna()[(ds['Verfügbarab'] !='sofort') & (ds['Verfügbarab'] !='nachVereinbarung')])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### b) Date of scrapping" + ] + }, + { + "cell_type": "code", + "execution_count": 1112, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['2020-02-26T00:00:00.000000000'], dtype='datetime64[ns]')" + ] + }, + "execution_count": 1112, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ds['DateofScrapping'] = pd.to_datetime(ds.DateofScrapping, format = \"%d.%m.%Y\")\n", + "plt.hist(ds.DateofScrapping)\n", + "\n", + "ds['DateofScrapping'].unique()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### c) Baujahr (year of construction)" + ] + }, + { + "cell_type": "code", + "execution_count": 1113, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...DateofScrappingAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
Baujahr
1375.01111111101...1011000000
1437.01100111100...1001000000
1470.01111111100...1001000000
1541.01111111100...1100000000
1555.01111111100...1000000000
..................................................................
2016.026262525232625221718...2661211813971014
2017.022221616192222211717...2275135663610
2018.028282424282828272022...286615910111814
2019.035353030303528332727...35101417121819131112
2020.022221616222212222220...226855151513713
\n", + "

130 rows × 26 columns

\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "Baujahr \n", + "1375.0 1 1 1 \n", + "1437.0 1 1 0 \n", + "1470.0 1 1 1 \n", + "1541.0 1 1 1 \n", + "1555.0 1 1 1 \n", + "... ... ... ... \n", + "2016.0 26 26 25 \n", + "2017.0 22 22 16 \n", + "2018.0 28 28 24 \n", + "2019.0 35 35 30 \n", + "2020.0 22 22 16 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab Balkon(e) \\\n", + "Baujahr \n", + "1375.0 1 1 1 1 1 0 \n", + "1437.0 0 1 1 1 1 0 \n", + "1470.0 1 1 1 1 1 0 \n", + "1541.0 1 1 1 1 1 0 \n", + "1555.0 1 1 1 1 1 0 \n", + "... ... ... ... ... ... ... \n", + "2016.0 25 23 26 25 22 17 \n", + "2017.0 16 19 22 22 21 17 \n", + "2018.0 24 28 28 28 27 20 \n", + "2019.0 30 30 35 28 33 27 \n", + "2020.0 16 22 22 12 22 22 \n", + "\n", + " Lift ... DateofScrapping Aussenparkplatz Haustiereerlaubt \\\n", + "Baujahr ... \n", + "1375.0 1 ... 1 0 1 \n", + "1437.0 0 ... 1 0 0 \n", + "1470.0 0 ... 1 0 0 \n", + "1541.0 0 ... 1 1 0 \n", + "1555.0 0 ... 1 0 0 \n", + "... ... ... ... ... ... \n", + "2016.0 18 ... 26 6 12 \n", + "2017.0 17 ... 22 7 5 \n", + "2018.0 22 ... 28 6 6 \n", + "2019.0 27 ... 35 10 14 \n", + "2020.0 20 ... 22 6 8 \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule \\\n", + "Baujahr \n", + "1375.0 1 0 0 0 \n", + "1437.0 1 0 0 0 \n", + "1470.0 1 0 0 0 \n", + "1541.0 0 0 0 0 \n", + "1555.0 0 0 0 0 \n", + "... ... ... ... ... \n", + "2016.0 11 8 13 9 \n", + "2017.0 13 5 6 6 \n", + "2018.0 15 9 10 11 \n", + "2019.0 17 12 18 19 \n", + "2020.0 5 5 15 15 \n", + "\n", + " Sekundarschule Autobahn Einstellplatz \n", + "Baujahr \n", + "1375.0 0 0 0 \n", + "1437.0 0 0 0 \n", + "1470.0 0 0 0 \n", + "1541.0 0 0 0 \n", + "1555.0 0 0 0 \n", + "... ... ... ... \n", + "2016.0 7 10 14 \n", + "2017.0 3 6 10 \n", + "2018.0 1 8 14 \n", + "2019.0 13 11 12 \n", + "2020.0 13 7 13 \n", + "\n", + "[130 rows x 26 columns]" + ] + }, + "execution_count": 1113, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.groupby('Baujahr').count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1114, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([None, 1965, 1600, 2014, 1923, 2018, 1988, 1934, 1953, 1960, 2013,\n", + " 1967, 1980, 1555, 1972, 1896, 2003, 1979, 1971, 1951, 2017, 1942,\n", + " 1948, 2016, 1961, 1976, 1964, 2020, 1931, 1920, 1938, 1992, 1954,\n", + " 1731, 1929, 1905, 1927, 1950, 1899, 2010, 1990, 1932, 1930, 1907,\n", + " 1974, 1977, 1882, 1956, 2009, 1991, 2012, 1910, 2000, 1943, 1966,\n", + " 1941, 1906, 1900, 1981, 1957, 1970, 1999, 1912, 1949, 2019, 1895,\n", + " 1973, 1940, 1983, 1946, 1936, 1962, 2005, 1952, 1916, 1935, 1470,\n", + " 1945, 1700, 1995, 2008, 1969, 1984, 1958, 1968, 2015, 1987, 2001,\n", + " 1996, 1903, 1886, 1959, 1955, 1894, 1911, 2007, 1982, 1989, 1890,\n", + " 1541, 1901, 1898, 1998, 1975, 1947, 1978, 2002, 2004, 1926, 1875,\n", + " 1993, 2006, 1963, 1924, 1997, 1985, 1921, 2011, 1933, 1897, 1908,\n", + " 1558, 1858, 1375, 1904, 1994, 1437, 1642, 1909, 1939, 1772],\n", + " dtype=object)" + ] + }, + "execution_count": 1114, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds['Baujahr'] = pd.to_datetime(ds.Baujahr, errors='ignore', format = \"%Y\")\n", + "#plt.hist(ds.Baujahr)\n", + "\n", + "ds['Baujahr'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### d) publication_date" + ] + }, + { + "cell_type": "code", + "execution_count": 1115, + "metadata": {}, + "outputs": [], + "source": [ + "## change type, but dont drop nan" + ] + }, + { + "cell_type": "code", + "execution_count": 1116, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['25.02.2020', '24.02.2020', '26.02.2020', nan, '23.02.2020',\n", + " '21.02.2020', '20.02.2020', '19.02.2020', '18.02.2020',\n", + " '17.02.2020', '16.02.2020', '15.02.2020', '14.02.2020',\n", + " '13.02.2020', '12.02.2020', '11.02.2020', '10.02.2020',\n", + " '09.02.2020', '08.02.2020', '07.02.2020', '06.02.2020',\n", + " '05.02.2020', '04.02.2020', '03.02.2020', '31.01.2020',\n", + " '29.01.2020', '28.01.2020', '27.01.2020', '24.01.2020',\n", + " '25.01.2020', '23.01.2020', '22.01.2020', '21.01.2020',\n", + " '20.01.2020', '17.01.2020', '16.01.2020', '15.01.2020',\n", + " '14.01.2020', '11.01.2020', '13.01.2020', '10.01.2020',\n", + " '09.01.2020', '08.01.2020', '07.01.2020', '03.01.2020',\n", + " '06.01.2020', '04.01.2020', '02.01.2020', '31.12.2019',\n", + " '28.12.2019', '24.12.2019', '23.12.2019', '20.12.2019',\n", + " '19.12.2019', '12.12.2019', '17.12.2019', '11.12.2019',\n", + " '10.12.2019', '09.12.2019', '06.12.2019', '05.12.2019',\n", + " '01.12.2019', '03.12.2019', '04.12.2019', '25.11.2019',\n", + " '29.11.2019', '21.11.2019', '15.11.2019', '14.11.2019',\n", + " '22.11.2019', '20.11.2019', '19.11.2019', '06.11.2019',\n", + " '13.11.2019', '01.11.2019', '04.11.2019', '31.10.2019',\n", + " '28.10.2019', '29.10.2019', '25.10.2019', '15.10.2019',\n", + " '18.10.2019', '26.10.2019', '07.10.2019', '27.09.2019',\n", + " '06.10.2019', '08.10.2019', '03.10.2019', '23.09.2019',\n", + " '25.09.2019', '18.09.2019', '15.08.2019', '13.09.2019',\n", + " '11.09.2019', '14.08.2019', '09.09.2019', '13.08.2019',\n", + " '29.07.2019', '08.08.2019', '20.06.2019', '02.07.2019',\n", + " '12.08.2019', '13.03.2019', '14.03.2019', '03.05.2019',\n", + " '26.04.2019', '16.03.2019', '22.02.2020', '02.02.2020',\n", + " '01.02.2020', '30.01.2020', '26.01.2020', '18.01.2020',\n", + " '12.01.2020', '05.01.2020', '30.12.2019', '27.12.2019',\n", + " '25.12.2019', '18.12.2019', '16.12.2019', '14.12.2019',\n", + " '13.12.2019', '07.12.2019', '28.11.2019', '27.11.2019',\n", + " '02.12.2019', '26.11.2019', '12.11.2019', '07.11.2019',\n", + " '11.11.2019', '08.11.2019', '02.11.2019', '30.10.2019',\n", + " '23.10.2019', '22.10.2019', '17.10.2019', '16.10.2019',\n", + " '20.10.2019', '11.10.2019', '14.10.2019', '30.09.2019',\n", + " '01.10.2019', '02.10.2019', '24.09.2019', '16.09.2019',\n", + " '20.09.2019', '17.09.2019', '07.09.2019', '06.09.2019',\n", + " '05.09.2019', '12.09.2019', '29.08.2019', '04.09.2019',\n", + " '03.09.2019', '30.08.2019', '26.08.2019', '19.08.2019',\n", + " '23.08.2019', '21.08.2019', '09.08.2019', '22.07.2019',\n", + " '27.07.2019', '17.07.2019', '16.07.2019', '15.07.2019',\n", + " '07.08.2019', '19.07.2019', '30.07.2019', '10.07.2019',\n", + " '18.11.2019', '05.07.2019', '29.06.2019', '26.06.2019',\n", + " '06.06.2019', '14.06.2019', '08.06.2019', '21.06.2019',\n", + " '07.06.2019', '21.05.2019', '03.06.2019', '10.05.2019',\n", + " '08.05.2019', 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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
publication_date
2019-01-161100111111...0111000001
2019-02-011111111111...0101111010
2019-02-181111111101...1011011100
2019-02-261111011100...0101000000
2019-03-012222222222...0000100020
..................................................................
2020-02-22121266712101065...4505222102
2020-02-234411341410...1011100000
2020-02-2411211252527310964995934...3720133582021171216
2020-02-2575754949537262624524...2814103561312111117
2020-02-2698985959699773894630...39151537101618101814
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193 rows × 26 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "publication_date \n", + "2019-01-16 1 1 0 \n", + "2019-02-01 1 1 1 \n", + "2019-02-18 1 1 1 \n", + "2019-02-26 1 1 1 \n", + "2019-03-01 2 2 2 \n", + "... ... ... ... \n", + "2020-02-22 12 12 6 \n", + "2020-02-23 4 4 1 \n", + "2020-02-24 112 112 52 \n", + "2020-02-25 75 75 49 \n", + "2020-02-26 98 98 59 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "publication_date \n", + "2019-01-16 0 1 1 1 1 \n", + "2019-02-01 1 1 1 1 1 \n", + "2019-02-18 1 1 1 1 1 \n", + "2019-02-26 1 0 1 1 1 \n", + "2019-03-01 2 2 2 2 2 \n", + "... ... ... ... ... ... \n", + "2020-02-22 6 7 12 10 10 \n", + "2020-02-23 1 3 4 1 4 \n", + "2020-02-24 52 73 109 64 99 \n", + "2020-02-25 49 53 72 62 62 \n", + "2020-02-26 59 69 97 73 89 \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz \\\n", + "publication_date ... \n", + "2019-01-16 1 1 ... 0 1 \n", + "2019-02-01 1 1 ... 0 1 \n", + "2019-02-18 0 1 ... 1 0 \n", + "2019-02-26 0 0 ... 0 1 \n", + "2019-03-01 2 2 ... 0 0 \n", + "... ... ... ... ... ... \n", + "2020-02-22 6 5 ... 4 5 \n", + "2020-02-23 1 0 ... 1 0 \n", + "2020-02-24 59 34 ... 37 20 \n", + "2020-02-25 45 24 ... 28 14 \n", + "2020-02-26 46 30 ... 39 15 \n", + "\n", + " Haustiereerlaubt Kabel-TV Kinderfreundlich Kindergarten \\\n", + "publication_date \n", + "2019-01-16 1 1 0 0 \n", + "2019-02-01 0 1 1 1 \n", + "2019-02-18 1 1 0 1 \n", + "2019-02-26 0 1 0 0 \n", + "2019-03-01 0 0 1 0 \n", + "... ... ... ... ... \n", + "2020-02-22 0 5 2 2 \n", + "2020-02-23 1 1 1 0 \n", + "2020-02-24 13 35 8 20 \n", + "2020-02-25 10 35 6 13 \n", + "2020-02-26 15 37 10 16 \n", + "\n", + " Primarschule Sekundarschule Autobahn Einstellplatz \n", + "publication_date \n", + "2019-01-16 0 0 0 1 \n", + "2019-02-01 1 0 1 0 \n", + "2019-02-18 1 1 0 0 \n", + "2019-02-26 0 0 0 0 \n", + "2019-03-01 0 0 2 0 \n", + "... ... ... ... ... \n", + "2020-02-22 2 1 0 2 \n", + "2020-02-23 0 0 0 0 \n", + "2020-02-24 21 17 12 16 \n", + "2020-02-25 12 11 11 17 \n", + "2020-02-26 18 10 18 14 \n", + "\n", + "[193 rows x 26 columns]" + ] + }, + "execution_count": 1118, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.groupby('publication_date').count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1119, + "metadata": {}, + "outputs": [], + "source": [ + "ds['publication_date'] = pd.to_datetime(ds.publication_date, errors='ignore', format = \"%d.%m.%Y\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1120, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "2303" + ] + }, + "execution_count": 1120, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dscopy['publication_date'] = ds['publication_date'].dropna()\n", + "dscopy.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 1121, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 356., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 1947.]),\n", + " array([612411.0088327 , 624918.00794943, 637425.00706616, 649932.00618289,\n", + " 662439.00529962, 674946.00441635, 687453.00353308, 699960.00264981,\n", + " 712467.00176654, 724974.00088327, 737481. ]),\n", + " )" + ] + }, + "execution_count": 1121, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(dscopy['publication_date'])" + ] + }, + { + "cell_type": "code", + "execution_count": 1122, + "metadata": {}, + "outputs": [], + "source": [ + "### 2.2.3 Booleans\n", + "\n", + "col =['Balkon(e)', 'Lift', 'Aussenparkplatz', 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich','Einstellplatz']" + ] + }, + { + "cell_type": "code", + "execution_count": 1123, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 1. nan]\n", + "[ 1. nan]\n", + "[nan 1.]\n", + "[nan 1.]\n", + "[nan 1.]\n", + "[nan 1.]\n", + "[nan 1.]\n" + ] + } + ], + "source": [ + "for x in col: \n", + " print(ds[x].unique())" + ] + }, + { + "cell_type": "code", + "execution_count": 1124, + "metadata": {}, + "outputs": [], + "source": [ + "### 2.2.4 Rest" + ] + }, + { + "cell_type": "code", + "execution_count": 1125, + "metadata": {}, + "outputs": [], + "source": [ + "col =['Objektart', 'Geschoss', 'city']" + ] + }, + { + "cell_type": "code", + "execution_count": 1126, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['Wohnung' 'Einzelzimmer' 'Studio' 'Dachwohnung' 'Attika' 'Maisonette'\n", + " 'Loft' 'Terrassenwohnung']\n", + "['2.Stock' nan '1.Stock' '3.Stock' '6.Stock' 'EG' '9.Stock' '4.Stock'\n", + " 'Untergeschoss' '5.Stock' '7.Stock' '10.Stock' '8.Stock' '14.Stock'\n", + " '11.Stock' '19.Stock' '17.Stock' '13.Stock' '20.Stock' '22.Stock'\n", + " '18.Stock' '28.Stock' '12.Stock' '26.Stock']\n", + "['bern' 'zuerich' 'luzern']\n" + ] + } + ], + "source": [ + "for x in col: \n", + " print(ds[x].unique())" + ] + }, + { + "cell_type": "code", + "execution_count": 1127, + "metadata": {}, + "outputs": [], + "source": [ + "ds['Geschoss']= ds.Geschoss.apply(lambda y: float(str(y).replace(\".Stock\",\"\").replace(\"EG\",\"0\").replace(\"Untergeschoss\",\"-1\")))" + ] + }, + { + "cell_type": "code", + "execution_count": 1128, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 33., 0., 151., 0., 0., 245., 0., 207., 0., 37.]),\n", + " array([2. , 2.4, 2.8, 3.2, 3.6, 4. , 4.4, 4.8, 5.2, 5.6, 6. ]),\n", + " )" + ] + }, + "execution_count": 1128, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2344 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.0 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.0 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.0 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.0 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.0 nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.0 sofort \n", + "22420912 90.0 36.0 1.5 7.0 nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.0 sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... None NaN NaN \n", + "23016600 1.0 1.0 ... None NaN NaN \n", + "23014342 1.0 1.0 ... 1965 1.0 1.0 \n", + "23017350 1.0 NaN ... None NaN NaN \n", + "23016559 NaN NaN ... 1600 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... None NaN NaN \n", + "20657528 NaN 1.0 ... 1975 NaN 1.0 \n", + "22104581 NaN NaN ... None 1.0 NaN \n", + "22420912 1.0 1.0 ... None NaN NaN \n", + "22483750 1.0 NaN ... None 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2344 rows x 27 columns]" + ] + }, + "execution_count": 1129, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.1 not the info i wanted..." + ] + }, + { + "cell_type": "code", + "execution_count": 1130, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2344 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.0 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.0 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.0 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.0 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.0 nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.0 sofort \n", + "22420912 90.0 36.0 1.5 7.0 nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.0 sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... None NaN NaN \n", + "23016600 1.0 1.0 ... None NaN NaN \n", + "23014342 1.0 1.0 ... 1965 1.0 1.0 \n", + "23017350 1.0 NaN ... None NaN NaN \n", + "23016559 NaN NaN ... 1600 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... None NaN NaN \n", + "20657528 NaN 1.0 ... 1975 NaN 1.0 \n", + "22104581 NaN NaN ... None 1.0 NaN \n", + "22420912 1.0 1.0 ... None NaN NaN \n", + "22483750 1.0 NaN ... None 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2344 rows x 27 columns]" + ] + }, + "execution_count": 1130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds.groupby('Objektart').count()\n", + "\n", + "## Einzelzimmer = single room. That is not what i am looking for.--> drop!\n", + "## the others are ok.\n", + "ds['Objektart'] =ds.Objektart[(ds['Objektart'] != 'Einzelzimmer')]\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.2 drop nan" + ] + }, + { + "cell_type": "code", + "execution_count": 1131, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2303" + ] + }, + "execution_count": 1131, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds.isna().sum()\n", + "ds =ds[ds.MietpreisproMonat.isna() ==False] ## only one\n", + "\n", + "ds.Objektart.isna().sum() ## i have to drop them, because it is very likely that it is not a flat...\n", + "ds =ds[ds.Objektart.isna() ==False] \n", + "ds.shape[0]\n", + "#ds.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 1132, + "metadata": {}, + "outputs": [], + "source": [ + "## 3.3 outliers" + ] + }, + { + "cell_type": "code", + "execution_count": 1133, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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MietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossBalkon(e)LiftÖV-HaltestelleEinkaufsmöglichkeitratingAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
count2303.0000001709.0000001709.0000001709.0000002275.0000001774.0000001181.0887.0985.000000972.000000672.000000361.0442.0912.0365.0589.000000603.000000391.000000414.000000459.0
mean2068.8293531973.875951230.22527879.5833822.9536262.5636981.01.0187.305584382.0010294.0952381.01.01.01.0456.950764524.313433844.9181591727.5531401.0
std1116.609899978.14724197.22566137.5489951.2373122.5563370.00.0188.595027493.3882970.9704310.00.00.00.0410.680225428.498836804.3484631372.6951680.0
min1.00000070.00000013.0000001.0000001.000000-1.0000001.01.01.0000005.0000002.0000001.01.01.01.010.00000010.0000001.0000001.0000001.0
25%1430.0000001340.000000173.00000057.0000002.0000001.0000001.01.0100.000000100.0000003.0000001.01.01.01.0200.000000250.000000300.0000001000.0000001.0
50%1790.0000001690.000000220.00000075.0000003.0000002.0000001.01.0130.000000250.0000004.0000001.01.01.01.0400.000000450.000000550.0000001308.5000001.0
75%2490.0000002350.000000280.000000100.0000003.5000004.0000001.01.0250.000000500.0000005.0000001.01.01.01.0550.000000675.0000001000.0000002000.0000001.0
max16500.0000008900.0000001050.000000320.00000012.50000028.0000001.01.01940.0000006740.0000006.0000001.01.01.01.03840.0000003070.0000004900.0000008700.0000001.0
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" + ], + "text/plain": [ + " MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "count 2303.000000 1709.000000 1709.000000 \n", + "mean 2068.829353 1973.875951 230.225278 \n", + "std 1116.609899 978.147241 97.225661 \n", + "min 1.000000 70.000000 13.000000 \n", + "25% 1430.000000 1340.000000 173.000000 \n", + "50% 1790.000000 1690.000000 220.000000 \n", + "75% 2490.000000 2350.000000 280.000000 \n", + "max 16500.000000 8900.000000 1050.000000 \n", + "\n", + " Wohnfläche Zimmer Geschoss Balkon(e) Lift \\\n", + "count 1709.000000 2275.000000 1774.000000 1181.0 887.0 \n", + "mean 79.583382 2.953626 2.563698 1.0 1.0 \n", + "std 37.548995 1.237312 2.556337 0.0 0.0 \n", + "min 1.000000 1.000000 -1.000000 1.0 1.0 \n", + "25% 57.000000 2.000000 1.000000 1.0 1.0 \n", + "50% 75.000000 3.000000 2.000000 1.0 1.0 \n", + "75% 100.000000 3.500000 4.000000 1.0 1.0 \n", + "max 320.000000 12.500000 28.000000 1.0 1.0 \n", + "\n", + " ÖV-Haltestelle Einkaufsmöglichkeit rating Aussenparkplatz \\\n", + "count 985.000000 972.000000 672.000000 361.0 \n", + "mean 187.305584 382.001029 4.095238 1.0 \n", + "std 188.595027 493.388297 0.970431 0.0 \n", + "min 1.000000 5.000000 2.000000 1.0 \n", + "25% 100.000000 100.000000 3.000000 1.0 \n", + "50% 130.000000 250.000000 4.000000 1.0 \n", + "75% 250.000000 500.000000 5.000000 1.0 \n", + "max 1940.000000 6740.000000 6.000000 1.0 \n", + "\n", + " Haustiereerlaubt Kabel-TV Kinderfreundlich Kindergarten \\\n", + "count 442.0 912.0 365.0 589.000000 \n", + "mean 1.0 1.0 1.0 456.950764 \n", + "std 0.0 0.0 0.0 410.680225 \n", + "min 1.0 1.0 1.0 10.000000 \n", + "25% 1.0 1.0 1.0 200.000000 \n", + "50% 1.0 1.0 1.0 400.000000 \n", + "75% 1.0 1.0 1.0 550.000000 \n", + "max 1.0 1.0 1.0 3840.000000 \n", + "\n", + " Primarschule Sekundarschule Autobahn Einstellplatz \n", + "count 603.000000 391.000000 414.000000 459.0 \n", + "mean 524.313433 844.918159 1727.553140 1.0 \n", + "std 428.498836 804.348463 1372.695168 0.0 \n", + "min 10.000000 1.000000 1.000000 1.0 \n", + "25% 250.000000 300.000000 1000.000000 1.0 \n", + "50% 450.000000 550.000000 1308.500000 1.0 \n", + "75% 675.000000 1000.000000 2000.000000 1.0 \n", + "max 3070.000000 4900.000000 8700.000000 1.0 " + ] + }, + "execution_count": 1133, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 1134, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
22794409Wohnung16500.0NaNNaN260.05.56.0nachVereinbarung1.01.0...1858NaNNaNNaNNaNNaNNaNNaNNaNNaN
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1 rows × 27 columns

\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "22794409 Wohnung 16500.0 NaN \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "22794409 NaN 260.0 5.5 6.0 nachVereinbarung \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "22794409 1.0 1.0 ... 1858 NaN NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "22794409 NaN NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "22794409 NaN NaN \n", + "\n", + "[1 rows x 27 columns]" + ] + }, + "execution_count": 1134, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#outliers for price upwards\n", + "dscopy = ds\n", + "dscopy['MietpreisproMonat'] =ds.MietpreisproMonat[(ds['MietpreisproMonat'] != 'aufAnfrage')]\n", + "dscopy['MietpreisproMonat']=dscopy['MietpreisproMonat'].astype('float')\n", + "dscopy[(dscopy['MietpreisproMonat']>5000) & (dscopy['Zimmer']>7)]\n", + "\n", + "dscopy[(dscopy['MietpreisproMonat']>10000)]\n", + "\n", + "### there are outliers (on max)regarding the size of the flat(nr of rooms) and regarding the prize --> keep in mind" + ] + }, + { + "cell_type": "code", + "execution_count": 1135, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "331.0\n" + ] + } + ], + "source": [ + "## outliers downwoards for MietpreisproMonat (price)\n", + "\n", + "ds['MietpreisproMonat'].quantile(0.05)\n", + "\n", + "ds = ds[(ds['MietpreisproMonat']>ds['MietpreisproMonat'].quantile(0.05)) & (ds['Zimmer'].isna())==False] ## drop 8 \n", + "\n", + "print(ds.MietpreisproMonat[ds['Zimmer']==1].quantile(0.05))\n", + "ds[(ds['MietpreisproMonat']ds.MietpreisproMonat[ds['Zimmer']==1].quantile(0.00))]" + ] + }, + { + "cell_type": "code", + "execution_count": 1136, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2281 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.0 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.0 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.0 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.0 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.0 nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.0 sofort \n", + "22420912 90.0 36.0 1.5 7.0 nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.0 sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... None NaN NaN \n", + "23016600 1.0 1.0 ... None NaN NaN \n", + "23014342 1.0 1.0 ... 1965 1.0 1.0 \n", + "23017350 1.0 NaN ... None NaN NaN \n", + "23016559 NaN NaN ... 1600 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... None NaN NaN \n", + "20657528 NaN 1.0 ... 1975 NaN 1.0 \n", + "22104581 NaN NaN ... None 1.0 NaN \n", + "22420912 1.0 1.0 ... None NaN NaN \n", + "22483750 1.0 NaN ... None 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2281 rows x 27 columns]" + ] + }, + "execution_count": 1136, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 4. Change column names and save to csv" + ] + }, + { + "cell_type": "code", + "execution_count": 1137, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Verfügbarab',\n", + " 'Balkon(e)', 'Lift', 'ÖV-Haltestelle', 'Einkaufsmöglichkeit', 'rating',\n", + " 'adress', 'publication_date', 'city', 'DateofScrapping', 'Baujahr',\n", + " 'Aussenparkplatz', 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich',\n", + " 'Kindergarten', 'Primarschule', 'Sekundarschule', 'Autobahn',\n", + " 'Einstellplatz'],\n", + " dtype='object')" + ] + }, + "execution_count": 1137, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1138, + "metadata": {}, + "outputs": [], + "source": [ + "ds=ds.rename(columns={'Objektart': 'object_type', 'MietpreisproMonat':'price','MietpreisproMonat(exkl.NK)':'price_wo_extras',\n", + " 'Nebenkosten':'extras', 'Wohnfläche':'size', 'Zimmer':'rooms', 'Geschoss':'floor', 'Verfügbarab':'moovIn',\n", + " 'Balkon(e)':'balcony', 'Lift':'lift', 'ÖV-Haltestelle': 'public_transport', 'Einkaufsmöglichkeit':'shopping', 'Baujahr': 'age',\n", + " 'Aussenparkplatz':'parking_out', 'Haustiereerlaubt':'pets_allowed', 'Kabel-TV':'tv', 'Kinderfreundlich':'kids_ok',\n", + " 'Kindergarten':'KG', 'Primarschule':'PS', 'Sekundarschule': 'SS', 'Autobahn': 'highway',\n", + " 'Einstellplatz': 'parking_in'}, errors=\"raise\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1139, + "metadata": {}, + "outputs": [], + "source": [ + "ds.to_csv('./Data/c_flats_clean.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 1140, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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object_typepriceprice_wo_extrasextrassizeroomsfloormoovInbalconylift...ageparking_outpets_allowedtvkids_okKGPSSShighwayparking_in
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2281 rows × 27 columns

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" + ], + "text/plain": [ + " object_type price price_wo_extras extras size rooms floor \\\n", + "23016581 Wohnung 1480.0 1240.0 240.0 68.0 3.0 2.0 \n", + "23016600 Wohnung 3500.0 3200.0 300.0 140.0 5.0 2.0 \n", + "23014342 Wohnung 1710.0 1470.0 240.0 73.0 3.5 NaN \n", + "23017350 Wohnung 1180.0 1030.0 150.0 NaN 2.0 1.0 \n", + "23016559 Wohnung 1360.0 1230.0 130.0 44.0 2.5 3.0 \n", + "... ... ... ... ... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 140.0 35.0 2.5 NaN \n", + "20657528 Wohnung 1840.0 1660.0 180.0 78.0 1.5 2.0 \n", + "22104581 Wohnung 1890.0 1610.0 280.0 NaN 4.5 3.0 \n", + "22420912 Wohnung 1540.0 1450.0 90.0 36.0 1.5 7.0 \n", + "22483750 Wohnung 1350.0 1180.0 170.0 57.0 3.0 2.0 \n", + "\n", + " moovIn balcony lift ... age parking_out \\\n", + "23016581 01.05.2020 1.0 1.0 ... None NaN \n", + "23016600 01.05.2020 1.0 1.0 ... None NaN \n", + "23014342 01.03.2020 1.0 1.0 ... 1965 1.0 \n", + "23017350 01.05.2020 1.0 NaN ... None NaN \n", + "23016559 01.06.2020 NaN NaN ... 1600 NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 nachVereinbarung NaN NaN ... None NaN \n", + "20657528 nachVereinbarung NaN 1.0 ... 1975 NaN \n", + "22104581 sofort NaN NaN ... None 1.0 \n", + "22420912 nachVereinbarung 1.0 1.0 ... None NaN \n", + "22483750 sofort 1.0 NaN ... None 1.0 \n", + "\n", + " pets_allowed tv kids_ok KG PS SS highway parking_in \n", + "23016581 NaN NaN NaN NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 1.0 700.0 700.0 700.0 NaN NaN \n", + "23017350 NaN NaN NaN 350.0 NaN NaN 1000.0 NaN \n", + "23016559 NaN 1.0 NaN NaN NaN NaN NaN NaN \n", + "... ... ... ... ... ... ... ... ... \n", + "21825642 NaN NaN NaN 400.0 610.0 NaN NaN NaN \n", + "20657528 1.0 1.0 NaN 600.0 80.0 80.0 NaN NaN \n", + "22104581 NaN 1.0 NaN NaN NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN NaN 2000.0 NaN \n", + "22483750 NaN 1.0 NaN NaN NaN NaN 3000.0 NaN \n", + "\n", + "[2281 rows x 27 columns]" + ] + }, + "execution_count": 1140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.ipynb_checkpoints/2. Cleaning-checkpoint.ipynb b/your-project/.ipynb_checkpoints/2. Cleaning-checkpoint.ipynb new file mode 100644 index 0000000..5283627 --- /dev/null +++ b/your-project/.ipynb_checkpoints/2. Cleaning-checkpoint.ipynb @@ -0,0 +1,4733 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Cleaning" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Load Datas\n", + "2. Basic Cleaning\n", + " 2.1 Column per column\n", + " 2.1.1 columns to float\n", + " 2.1.2 columns with datetime\n", + " 2.1.2 columns with Boolean\n", + " 2.1.2 Rest\n", + "3. Cleaning on micro level\n", + "4. Change column names and save to csv" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Load Datas" + ] + }, + { + "cell_type": "code", + "execution_count": 1089, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "import csv\n", + "import requests\n", + "import re\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 1090, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Verfügbarab',\n", + " 'Balkon(e)', 'Lift', 'AltesGebäude', 'ÖV-Haltestelle',\n", + " 'Einkaufsmöglichkeit', 'rating', 'adress', 'publication_date', 'city',\n", + " 'DateofScrapping', 'Nutzfläche', 'Baujahr', 'Aussenparkplatz',\n", + " 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich', 'Kindergarten',\n", + " 'Primarschule', 'Sekundarschule', 'Autobahn', 'Einstellplatz',\n", + " 'Rollstuhlgängig', 'Minergie-zertifiziert', 'Cheminée', 'Kubatur',\n", + " 'Hochparterre', 'Neubau', 'Wohnungen', 'Wasseranschluss', 'Toiletten',\n", + " 'Mittelhaus', 'Möbliert', 'JährlicherMietpreisprom²',\n", + " 'JährlicherMietpreisprom²(exkl.NK)', 'Raumhöhe', 'Bäder', 'Still',\n", + " 'Sonnig', 'Erstbezug', 'Geschirrspülmaschine', 'Eckhaus', 'Veranda',\n", + " 'Hebebühne', 'Anfahrrampe', 'Holzofen', 'Grundstückfläche', 'Estrich',\n", + " 'Swimmingpool'],\n", + " dtype='object')" + ] + }, + "execution_count": 1090, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds1 = pd.read_csv(\"./Data/flats_Bern.csv\", index_col=0)\n", + "ds2 = pd.read_csv(\"./Data/flats_zuerich.csv\", index_col=0)\n", + "ds3 = pd.read_csv(\"./Data/flats_luzern.csv\", index_col=0)\n", + "\n", + "ds=pd.concat([ds1, ds2, ds3], sort=False)\n", + "ds\n", + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 1091, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerBalkon(e)LiftAltesGebäuderatingNutzflächeBaujahr...ErstbezugGeschirrspülmaschineEckhausVerandaHebebühneAnfahrrampeHolzofenGrundstückflächeEstrichSwimmingpool
count1729.0000001730.0000001753.0000002319.0000001199.0901.0134.0676.000000137.000000851.000000...1.04.07.01.01.01.01.02.000002.02.0
mean1964.921342229.65317979.1739872.9400601.01.01.04.094675131.0583941969.900118...1.01.01.01.01.01.01.03953.000001.01.0
std978.06130697.15869838.8269631.2505680.00.00.00.967579474.15348462.213754...NaN0.00.0NaNNaNNaNNaN5494.219690.00.0
min70.00000013.0000001.0000001.0000001.01.01.02.00000010.0000001375.000000...1.01.01.01.01.01.01.068.000001.01.0
25%1327.000000170.00000056.0000002.0000001.01.01.03.00000060.0000001954.000000...1.01.01.01.01.01.01.02010.500001.01.0
50%1680.000000220.00000075.0000003.0000001.01.01.04.00000083.0000001976.000000...1.01.01.01.01.01.01.03953.000001.01.0
75%2350.000000280.000000100.0000003.5000001.01.01.05.000000112.0000002012.000000...1.01.01.01.01.01.01.05895.500001.01.0
max8900.0000001050.000000320.00000012.5000001.01.01.06.0000005613.0000002020.000000...1.01.01.01.01.01.01.07838.000001.01.0
\n", + "

8 rows × 40 columns

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" + ], + "text/plain": [ + " MietpreisproMonat(exkl.NK) Nebenkosten Wohnfläche Zimmer \\\n", + "count 1729.000000 1730.000000 1753.000000 2319.000000 \n", + "mean 1964.921342 229.653179 79.173987 2.940060 \n", + "std 978.061306 97.158698 38.826963 1.250568 \n", + "min 70.000000 13.000000 1.000000 1.000000 \n", + "25% 1327.000000 170.000000 56.000000 2.000000 \n", + "50% 1680.000000 220.000000 75.000000 3.000000 \n", + "75% 2350.000000 280.000000 100.000000 3.500000 \n", + "max 8900.000000 1050.000000 320.000000 12.500000 \n", + "\n", + " Balkon(e) Lift AltesGebäude rating Nutzfläche Baujahr \\\n", + "count 1199.0 901.0 134.0 676.000000 137.000000 851.000000 \n", + "mean 1.0 1.0 1.0 4.094675 131.058394 1969.900118 \n", + "std 0.0 0.0 0.0 0.967579 474.153484 62.213754 \n", + "min 1.0 1.0 1.0 2.000000 10.000000 1375.000000 \n", + "25% 1.0 1.0 1.0 3.000000 60.000000 1954.000000 \n", + "50% 1.0 1.0 1.0 4.000000 83.000000 1976.000000 \n", + "75% 1.0 1.0 1.0 5.000000 112.000000 2012.000000 \n", + "max 1.0 1.0 1.0 6.000000 5613.000000 2020.000000 \n", + "\n", + " ... Erstbezug Geschirrspülmaschine Eckhaus Veranda Hebebühne \\\n", + "count ... 1.0 4.0 7.0 1.0 1.0 \n", + "mean ... 1.0 1.0 1.0 1.0 1.0 \n", + "std ... NaN 0.0 0.0 NaN NaN \n", + "min ... 1.0 1.0 1.0 1.0 1.0 \n", + "25% ... 1.0 1.0 1.0 1.0 1.0 \n", + "50% ... 1.0 1.0 1.0 1.0 1.0 \n", + "75% ... 1.0 1.0 1.0 1.0 1.0 \n", + "max ... 1.0 1.0 1.0 1.0 1.0 \n", + "\n", + " Anfahrrampe Holzofen Grundstückfläche Estrich Swimmingpool \n", + "count 1.0 1.0 2.00000 2.0 2.0 \n", + "mean 1.0 1.0 3953.00000 1.0 1.0 \n", + "std NaN NaN 5494.21969 0.0 0.0 \n", + "min 1.0 1.0 68.00000 1.0 1.0 \n", + "25% 1.0 1.0 2010.50000 1.0 1.0 \n", + "50% 1.0 1.0 3953.00000 1.0 1.0 \n", + "75% 1.0 1.0 5895.50000 1.0 1.0 \n", + "max 1.0 1.0 7838.00000 1.0 1.0 \n", + "\n", + "[8 rows x 40 columns]" + ] + }, + "execution_count": 1091, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 1092, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2368" + ] + }, + "execution_count": 1092, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 1093, + "metadata": {}, + "outputs": [], + "source": [ + "ds = ds.drop_duplicates()" + ] + }, + { + "cell_type": "code", + "execution_count": 1094, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2356" + ] + }, + "execution_count": 1094, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Basic Cleaning" + ] + }, + { + "cell_type": "code", + "execution_count": 1095, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objektart 2356\n", + "MietpreisproMonat 2355\n", + "MietpreisproMonat(exkl.NK) 1717\n", + "Nebenkosten 1718\n", + "Wohnfläche 1744\n", + "Zimmer 2307\n", + "Geschoss 1796\n", + "Verfügbarab 2136\n", + "Balkon(e) 1191\n", + "Lift 896\n", + "AltesGebäude 133\n", + "ÖV-Haltestelle 995\n", + "Einkaufsmöglichkeit 982\n", + "rating 673\n", + "adress 2356\n", + "publication_date 1997\n", + "city 2356\n", + "DateofScrapping 2356\n", + "Nutzfläche 133\n", + "Baujahr 847\n", + "Aussenparkplatz 364\n", + "Haustiereerlaubt 443\n", + "Kabel-TV 921\n", + "Kinderfreundlich 366\n", + "Kindergarten 593\n", + "Primarschule 606\n", + "Sekundarschule 392\n", + "Autobahn 417\n", + "Einstellplatz 462\n", + "Rollstuhlgängig 109\n", + "Minergie-zertifiziert 50\n", + "Cheminée 120\n", + "Kubatur 17\n", + "Hochparterre 27\n", + "Neubau 103\n", + "Wohnungen 20\n", + "Wasseranschluss 6\n", + "Toiletten 21\n", + "Mittelhaus 3\n", + "Möbliert 2\n", + "JährlicherMietpreisprom² 1\n", + "JährlicherMietpreisprom²(exkl.NK) 1\n", + "Raumhöhe 6\n", + "Bäder 12\n", + "Still 4\n", + "Sonnig 4\n", + "Erstbezug 1\n", + "Geschirrspülmaschine 4\n", + "Eckhaus 7\n", + "Veranda 1\n", + "Hebebühne 1\n", + "Anfahrrampe 1\n", + "Holzofen 1\n", + "Grundstückfläche 2\n", + "Estrich 2\n", + "Swimmingpool 2\n", + "dtype: int64" + ] + }, + "execution_count": 1095, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## drop columns with only a few count\n", + "ds.count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1096, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "56" + ] + }, + "execution_count": 1096, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(ds.columns)" + ] + }, + { + "cell_type": "code", + "execution_count": 1097, + "metadata": {}, + "outputs": [], + "source": [ + "minCount=0.1*ds.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 1098, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objektart 2356\n", + "MietpreisproMonat 2355\n", + "MietpreisproMonat(exkl.NK) 1717\n", + "Nebenkosten 1718\n", + "Wohnfläche 1744\n", + "Zimmer 2307\n", + "Geschoss 1796\n", + "Verfügbarab 2136\n", + "Balkon(e) 1191\n", + "Lift 896\n", + "ÖV-Haltestelle 995\n", + "Einkaufsmöglichkeit 982\n", + "rating 673\n", + "adress 2356\n", + "publication_date 1997\n", + "city 2356\n", + "DateofScrapping 2356\n", + "Baujahr 847\n", + "Aussenparkplatz 364\n", + "Haustiereerlaubt 443\n", + "Kabel-TV 921\n", + "Kinderfreundlich 366\n", + "Kindergarten 593\n", + "Primarschule 606\n", + "Sekundarschule 392\n", + "Autobahn 417\n", + "Einstellplatz 462\n", + "dtype: int64" + ] + }, + "execution_count": 1098, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "for x in ds.columns:\n", + " if ds[x].count() < minCount:\n", + " ds= ds.drop([x], axis=1)\n", + " \n", + "len(ds.columns)\n", + "\n", + "ds.count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1099, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Verfügbarab',\n", + " 'Balkon(e)', 'Lift', 'ÖV-Haltestelle', 'Einkaufsmöglichkeit', 'rating',\n", + " 'adress', 'publication_date', 'city', 'DateofScrapping', 'Baujahr',\n", + " 'Aussenparkplatz', 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich',\n", + " 'Kindergarten', 'Primarschule', 'Sekundarschule', 'Autobahn',\n", + " 'Einstellplatz'],\n", + " dtype='object')" + ] + }, + "execution_count": 1099, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'ds' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mds\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[1;31mNameError\u001b[0m: name 'ds' is not defined" + ] + } + ], + "source": [ + "ds.shape[1]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.1 Column per column" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.1.1 columns to float" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### a) prices\n", + "MietpreisproMonat, \n", + "MietpreisproMonat(exkl.NK), \n", + "Nebenkosten" + ] + }, + { + "cell_type": "code", + "execution_count": 1100, + "metadata": {}, + "outputs": [], + "source": [ + "col = ['MietpreisproMonat', \n", + "'MietpreisproMonat(exkl.NK)', \n", + "'Nebenkosten']\n", + "\n", + "\n", + "## drop Mietpreise = nan und Mietpreise \"aufAnfrage\"\n", + "ds.MietpreisproMonat[(ds['MietpreisproMonat'] != 'aufAnfrage')].count()\n", + "ds = ds[ds['MietpreisproMonat'] != 'aufAnfrage']\n", + "\n", + "\n", + "ds['MietpreisproMonat'] = ds['MietpreisproMonat'].astype('float')\n", + "ds['MietpreisproMonat(exkl.NK)'] = ds['MietpreisproMonat(exkl.NK)'].astype('float', errors='ignore')\n", + "ds['Nebenkosten'] = ds['Nebenkosten'].astype('float', errors='ignore')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1101, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([127., 810., 581., 147., 38., 6., 1., 5., 1., 2.]),\n", + " array([ 13. , 116.7, 220.4, 324.1, 427.8, 531.5, 635.2, 738.9,\n", + " 842.6, 946.3, 1050. ]),\n", + " )" + ] + }, + "execution_count": 1101, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(ds[col[0]].dropna())\n", + "plt.hist(ds[col[1]].dropna())\n", + "plt.hist(ds[col[2]].dropna())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### b) size of flat\n", + "\n", + "Wohnfläche,Zimmer" + ] + }, + { + "cell_type": "code", + "execution_count": 1102, + "metadata": {}, + "outputs": [], + "source": [ + "ds['Wohnfläche'].unique()\n", + "ds['Wohnfläche'] = ds['Wohnfläche'].astype('float', errors = 'ignore')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1103, + "metadata": {}, + "outputs": [], + "source": [ + "ds['Zimmer'] = ds['Zimmer'].astype('float')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### c) dicstances\n", + "Kindergarten\n", + "Primarschule\n", + "Sekundarschule" + ] + }, + { + "cell_type": "code", + "execution_count": 1104, + "metadata": {}, + "outputs": [], + "source": [ + "col = ['Kindergarten', 'Primarschule', 'Sekundarschule','ÖV-Haltestelle', 'Einkaufsmöglichkeit', 'Autobahn']" + ] + }, + { + "cell_type": "code", + "execution_count": 1105, + "metadata": {}, + "outputs": [], + "source": [ + "for x in col: \n", + " ds[x]= ds[x].apply(lambda y: float(str(y).replace(\"m\",\"\")))" + ] + }, + { + "cell_type": "code", + "execution_count": 1106, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.Stock01.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.Stock01.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...1965.01.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.Stock01.05.20201.0NaN...NaNNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.Stock01.06.2020NaNNaN...1600.0NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NaNNaNNaNNaNNaN400.0610.0NaNNaNNaN
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22104581Wohnung1890.01610.0280.0NaN4.53.StocksofortNaNNaN...NaN1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.StocknachVereinbarung1.01.0...NaNNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.Stocksofort1.0NaN...NaN1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2344 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.Stock 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.Stock 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.Stock 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.Stock 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.Stock nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.Stock sofort \n", + "22420912 90.0 36.0 1.5 7.Stock nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.Stock sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... NaN NaN NaN \n", + "23016600 1.0 1.0 ... NaN NaN NaN \n", + "23014342 1.0 1.0 ... 1965.0 1.0 1.0 \n", + "23017350 1.0 NaN ... NaN NaN NaN \n", + "23016559 NaN NaN ... 1600.0 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... NaN NaN NaN \n", + "20657528 NaN 1.0 ... 1975.0 NaN 1.0 \n", + "22104581 NaN NaN ... NaN 1.0 NaN \n", + "22420912 1.0 1.0 ... NaN NaN NaN \n", + "22483750 1.0 NaN ... NaN 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2344 rows x 27 columns]" + ] + }, + "execution_count": 1106, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.1.2 columns with datetime" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verfügbarab\n", + "publication_date\n", + "DateofScrapping\n", + "Baujahr" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### a) Verfügbarab" + ] + }, + { + "cell_type": "code", + "execution_count": 1107, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['01.05.2020', '01.03.2020', '01.06.2020', '01.04.2020',\n", + " '16.05.2020', nan, '01.07.2020', 'sofort', 'nachVereinbarung',\n", + " '15.03.2020', '15.04.2020', '14.03.2020', '15.05.2020',\n", + " '01.08.2020', '16.07.2020', '16.03.2020', '02.03.2020',\n", + " '31.10.2020', '09.03.2020', '15.07.2020', '16.04.2020',\n", + " '13.05.2020', '10.04.2020', '03.04.2020', '01.11.2020',\n", + " '05.04.2020', '17.04.2020', '11.05.2020', '01.10.2020',\n", + " '13.04.2020', '30.03.2020', '31.03.2020', '23.03.2020',\n", + " '04.05.2020', '05.07.2020', '10.03.2020', '01.12.2020',\n", + " '15.06.2020', '11.04.2020', '01.09.2020', '06.04.2020',\n", + " '04.04.2020', '13.03.2020', '27.03.2020', '09.04.2020',\n", + " '29.02.2020', '12.04.2020'], dtype=object)" + ] + }, + "execution_count": 1107, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds['Verfügbarab'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 1108, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2125" + ] + }, + "execution_count": 1108, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds['Verfügbarab'].count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1109, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ds['Verfügbarab'] = pd.to_datetime(ds.Verfügbarab, errors='ignore', format = \"%d.%m.%Y\") # infer_datetime_format=True," + ] + }, + { + "cell_type": "code", + "execution_count": 1110, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['01.05.2020', '01.03.2020', '01.06.2020', '01.04.2020',\n", + " '16.05.2020', nan, '01.07.2020', 'sofort', 'nachVereinbarung',\n", + " '15.03.2020', '15.04.2020', '14.03.2020', '15.05.2020',\n", + " '01.08.2020', '16.07.2020', '16.03.2020', '02.03.2020',\n", + " '31.10.2020', '09.03.2020', '15.07.2020', '16.04.2020',\n", + " '13.05.2020', '10.04.2020', '03.04.2020', '01.11.2020',\n", + " '05.04.2020', '17.04.2020', '11.05.2020', '01.10.2020',\n", + " '13.04.2020', '30.03.2020', '31.03.2020', '23.03.2020',\n", + " '04.05.2020', '05.07.2020', '10.03.2020', '01.12.2020',\n", + " '15.06.2020', '11.04.2020', '01.09.2020', '06.04.2020',\n", + " '04.04.2020', '13.03.2020', '27.03.2020', '09.04.2020',\n", + " '29.02.2020', '12.04.2020'], dtype=object)" + ] + }, + "execution_count": 1110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]\n", + "#dscopy.groupby('Verfügbarab').count()\n", + "ds['Verfügbarab'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 1111, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([911., 59., 33., 29., 4., 7., 14., 6., 5., 5.]),\n", + " array([ 0. , 4.3, 8.6, 12.9, 17.2, 21.5, 25.8, 30.1, 34.4, 38.7, 43. ]),\n", + " )" + ] + }, + "execution_count": 1111, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(ds['Verfügbarab'].dropna()[(ds['Verfügbarab'] !='sofort') & (ds['Verfügbarab'] !='nachVereinbarung')])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### b) Date of scrapping" + ] + }, + { + "cell_type": "code", + "execution_count": 1112, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['2020-02-26T00:00:00.000000000'], dtype='datetime64[ns]')" + ] + }, + "execution_count": 1112, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ds['DateofScrapping'] = pd.to_datetime(ds.DateofScrapping, format = \"%d.%m.%Y\")\n", + "plt.hist(ds.DateofScrapping)\n", + "\n", + "ds['DateofScrapping'].unique()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### c) Baujahr (year of construction)" + ] + }, + { + "cell_type": "code", + "execution_count": 1113, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...DateofScrappingAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
Baujahr
1375.01111111101...1011000000
1437.01100111100...1001000000
1470.01111111100...1001000000
1541.01111111100...1100000000
1555.01111111100...1000000000
..................................................................
2016.026262525232625221718...2661211813971014
2017.022221616192222211717...2275135663610
2018.028282424282828272022...286615910111814
2019.035353030303528332727...35101417121819131112
2020.022221616222212222220...226855151513713
\n", + "

130 rows × 26 columns

\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "Baujahr \n", + "1375.0 1 1 1 \n", + "1437.0 1 1 0 \n", + "1470.0 1 1 1 \n", + "1541.0 1 1 1 \n", + "1555.0 1 1 1 \n", + "... ... ... ... \n", + "2016.0 26 26 25 \n", + "2017.0 22 22 16 \n", + "2018.0 28 28 24 \n", + "2019.0 35 35 30 \n", + "2020.0 22 22 16 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab Balkon(e) \\\n", + "Baujahr \n", + "1375.0 1 1 1 1 1 0 \n", + "1437.0 0 1 1 1 1 0 \n", + "1470.0 1 1 1 1 1 0 \n", + "1541.0 1 1 1 1 1 0 \n", + "1555.0 1 1 1 1 1 0 \n", + "... ... ... ... ... ... ... \n", + "2016.0 25 23 26 25 22 17 \n", + "2017.0 16 19 22 22 21 17 \n", + "2018.0 24 28 28 28 27 20 \n", + "2019.0 30 30 35 28 33 27 \n", + "2020.0 16 22 22 12 22 22 \n", + "\n", + " Lift ... DateofScrapping Aussenparkplatz Haustiereerlaubt \\\n", + "Baujahr ... \n", + "1375.0 1 ... 1 0 1 \n", + "1437.0 0 ... 1 0 0 \n", + "1470.0 0 ... 1 0 0 \n", + "1541.0 0 ... 1 1 0 \n", + "1555.0 0 ... 1 0 0 \n", + "... ... ... ... ... ... \n", + "2016.0 18 ... 26 6 12 \n", + "2017.0 17 ... 22 7 5 \n", + "2018.0 22 ... 28 6 6 \n", + "2019.0 27 ... 35 10 14 \n", + "2020.0 20 ... 22 6 8 \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule \\\n", + "Baujahr \n", + "1375.0 1 0 0 0 \n", + "1437.0 1 0 0 0 \n", + "1470.0 1 0 0 0 \n", + "1541.0 0 0 0 0 \n", + "1555.0 0 0 0 0 \n", + "... ... ... ... ... \n", + "2016.0 11 8 13 9 \n", + "2017.0 13 5 6 6 \n", + "2018.0 15 9 10 11 \n", + "2019.0 17 12 18 19 \n", + "2020.0 5 5 15 15 \n", + "\n", + " Sekundarschule Autobahn Einstellplatz \n", + "Baujahr \n", + "1375.0 0 0 0 \n", + "1437.0 0 0 0 \n", + "1470.0 0 0 0 \n", + "1541.0 0 0 0 \n", + "1555.0 0 0 0 \n", + "... ... ... ... \n", + "2016.0 7 10 14 \n", + "2017.0 3 6 10 \n", + "2018.0 1 8 14 \n", + "2019.0 13 11 12 \n", + "2020.0 13 7 13 \n", + "\n", + "[130 rows x 26 columns]" + ] + }, + "execution_count": 1113, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.groupby('Baujahr').count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1114, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([None, 1965, 1600, 2014, 1923, 2018, 1988, 1934, 1953, 1960, 2013,\n", + " 1967, 1980, 1555, 1972, 1896, 2003, 1979, 1971, 1951, 2017, 1942,\n", + " 1948, 2016, 1961, 1976, 1964, 2020, 1931, 1920, 1938, 1992, 1954,\n", + " 1731, 1929, 1905, 1927, 1950, 1899, 2010, 1990, 1932, 1930, 1907,\n", + " 1974, 1977, 1882, 1956, 2009, 1991, 2012, 1910, 2000, 1943, 1966,\n", + " 1941, 1906, 1900, 1981, 1957, 1970, 1999, 1912, 1949, 2019, 1895,\n", + " 1973, 1940, 1983, 1946, 1936, 1962, 2005, 1952, 1916, 1935, 1470,\n", + " 1945, 1700, 1995, 2008, 1969, 1984, 1958, 1968, 2015, 1987, 2001,\n", + " 1996, 1903, 1886, 1959, 1955, 1894, 1911, 2007, 1982, 1989, 1890,\n", + " 1541, 1901, 1898, 1998, 1975, 1947, 1978, 2002, 2004, 1926, 1875,\n", + " 1993, 2006, 1963, 1924, 1997, 1985, 1921, 2011, 1933, 1897, 1908,\n", + " 1558, 1858, 1375, 1904, 1994, 1437, 1642, 1909, 1939, 1772],\n", + " dtype=object)" + ] + }, + "execution_count": 1114, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds['Baujahr'] = pd.to_datetime(ds.Baujahr, errors='ignore', format = \"%Y\")\n", + "#plt.hist(ds.Baujahr)\n", + "\n", + "ds['Baujahr'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### d) publication_date" + ] + }, + { + "cell_type": "code", + "execution_count": 1115, + "metadata": {}, + "outputs": [], + "source": [ + "## change type, but dont drop nan" + ] + }, + { + "cell_type": "code", + "execution_count": 1116, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['25.02.2020', '24.02.2020', '26.02.2020', nan, '23.02.2020',\n", + " '21.02.2020', '20.02.2020', '19.02.2020', '18.02.2020',\n", + " '17.02.2020', '16.02.2020', '15.02.2020', '14.02.2020',\n", + " '13.02.2020', '12.02.2020', '11.02.2020', '10.02.2020',\n", + " '09.02.2020', '08.02.2020', '07.02.2020', '06.02.2020',\n", + " '05.02.2020', '04.02.2020', '03.02.2020', '31.01.2020',\n", + " '29.01.2020', '28.01.2020', '27.01.2020', '24.01.2020',\n", + " '25.01.2020', '23.01.2020', '22.01.2020', '21.01.2020',\n", + " '20.01.2020', '17.01.2020', '16.01.2020', '15.01.2020',\n", + " '14.01.2020', '11.01.2020', '13.01.2020', '10.01.2020',\n", + " '09.01.2020', '08.01.2020', '07.01.2020', '03.01.2020',\n", + " '06.01.2020', '04.01.2020', '02.01.2020', '31.12.2019',\n", + " '28.12.2019', '24.12.2019', '23.12.2019', '20.12.2019',\n", + " '19.12.2019', '12.12.2019', '17.12.2019', '11.12.2019',\n", + " '10.12.2019', '09.12.2019', '06.12.2019', '05.12.2019',\n", + " '01.12.2019', '03.12.2019', '04.12.2019', '25.11.2019',\n", + " '29.11.2019', '21.11.2019', '15.11.2019', '14.11.2019',\n", + " '22.11.2019', '20.11.2019', '19.11.2019', '06.11.2019',\n", + " '13.11.2019', '01.11.2019', '04.11.2019', '31.10.2019',\n", + " '28.10.2019', '29.10.2019', '25.10.2019', '15.10.2019',\n", + " '18.10.2019', '26.10.2019', '07.10.2019', '27.09.2019',\n", + " '06.10.2019', '08.10.2019', '03.10.2019', '23.09.2019',\n", + " '25.09.2019', '18.09.2019', '15.08.2019', '13.09.2019',\n", + " '11.09.2019', '14.08.2019', '09.09.2019', '13.08.2019',\n", + " '29.07.2019', '08.08.2019', '20.06.2019', '02.07.2019',\n", + " '12.08.2019', '13.03.2019', '14.03.2019', '03.05.2019',\n", + " '26.04.2019', '16.03.2019', '22.02.2020', '02.02.2020',\n", + " '01.02.2020', '30.01.2020', '26.01.2020', '18.01.2020',\n", + " '12.01.2020', '05.01.2020', '30.12.2019', '27.12.2019',\n", + " '25.12.2019', '18.12.2019', '16.12.2019', '14.12.2019',\n", + " '13.12.2019', '07.12.2019', '28.11.2019', '27.11.2019',\n", + " '02.12.2019', '26.11.2019', '12.11.2019', '07.11.2019',\n", + " '11.11.2019', '08.11.2019', '02.11.2019', '30.10.2019',\n", + " '23.10.2019', '22.10.2019', '17.10.2019', '16.10.2019',\n", + " '20.10.2019', '11.10.2019', '14.10.2019', '30.09.2019',\n", + " '01.10.2019', '02.10.2019', '24.09.2019', '16.09.2019',\n", + " '20.09.2019', '17.09.2019', '07.09.2019', '06.09.2019',\n", + " '05.09.2019', '12.09.2019', '29.08.2019', '04.09.2019',\n", + " '03.09.2019', '30.08.2019', '26.08.2019', '19.08.2019',\n", + " '23.08.2019', '21.08.2019', '09.08.2019', '22.07.2019',\n", + " '27.07.2019', '17.07.2019', '16.07.2019', '15.07.2019',\n", + " '07.08.2019', '19.07.2019', '30.07.2019', '10.07.2019',\n", + " '18.11.2019', '05.07.2019', '29.06.2019', '26.06.2019',\n", + " '06.06.2019', '14.06.2019', '08.06.2019', '21.06.2019',\n", + " '07.06.2019', '21.05.2019', '03.06.2019', '10.05.2019',\n", + " '08.05.2019', 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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
publication_date
2019-01-161100111111...0111000001
2019-02-011111111111...0101111010
2019-02-181111111101...1011011100
2019-02-261111011100...0101000000
2019-03-012222222222...0000100020
..................................................................
2020-02-22121266712101065...4505222102
2020-02-234411341410...1011100000
2020-02-2411211252527310964995934...3720133582021171216
2020-02-2575754949537262624524...2814103561312111117
2020-02-2698985959699773894630...39151537101618101814
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193 rows × 26 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "publication_date \n", + "2019-01-16 1 1 0 \n", + "2019-02-01 1 1 1 \n", + "2019-02-18 1 1 1 \n", + "2019-02-26 1 1 1 \n", + "2019-03-01 2 2 2 \n", + "... ... ... ... \n", + "2020-02-22 12 12 6 \n", + "2020-02-23 4 4 1 \n", + "2020-02-24 112 112 52 \n", + "2020-02-25 75 75 49 \n", + "2020-02-26 98 98 59 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "publication_date \n", + "2019-01-16 0 1 1 1 1 \n", + "2019-02-01 1 1 1 1 1 \n", + "2019-02-18 1 1 1 1 1 \n", + "2019-02-26 1 0 1 1 1 \n", + "2019-03-01 2 2 2 2 2 \n", + "... ... ... ... ... ... \n", + "2020-02-22 6 7 12 10 10 \n", + "2020-02-23 1 3 4 1 4 \n", + "2020-02-24 52 73 109 64 99 \n", + "2020-02-25 49 53 72 62 62 \n", + "2020-02-26 59 69 97 73 89 \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz \\\n", + "publication_date ... \n", + "2019-01-16 1 1 ... 0 1 \n", + "2019-02-01 1 1 ... 0 1 \n", + "2019-02-18 0 1 ... 1 0 \n", + "2019-02-26 0 0 ... 0 1 \n", + "2019-03-01 2 2 ... 0 0 \n", + "... ... ... ... ... ... \n", + "2020-02-22 6 5 ... 4 5 \n", + "2020-02-23 1 0 ... 1 0 \n", + "2020-02-24 59 34 ... 37 20 \n", + "2020-02-25 45 24 ... 28 14 \n", + "2020-02-26 46 30 ... 39 15 \n", + "\n", + " Haustiereerlaubt Kabel-TV Kinderfreundlich Kindergarten \\\n", + "publication_date \n", + "2019-01-16 1 1 0 0 \n", + "2019-02-01 0 1 1 1 \n", + "2019-02-18 1 1 0 1 \n", + "2019-02-26 0 1 0 0 \n", + "2019-03-01 0 0 1 0 \n", + "... ... ... ... ... \n", + "2020-02-22 0 5 2 2 \n", + "2020-02-23 1 1 1 0 \n", + "2020-02-24 13 35 8 20 \n", + "2020-02-25 10 35 6 13 \n", + "2020-02-26 15 37 10 16 \n", + "\n", + " Primarschule Sekundarschule Autobahn Einstellplatz \n", + "publication_date \n", + "2019-01-16 0 0 0 1 \n", + "2019-02-01 1 0 1 0 \n", + "2019-02-18 1 1 0 0 \n", + "2019-02-26 0 0 0 0 \n", + "2019-03-01 0 0 2 0 \n", + "... ... ... ... ... \n", + "2020-02-22 2 1 0 2 \n", + "2020-02-23 0 0 0 0 \n", + "2020-02-24 21 17 12 16 \n", + "2020-02-25 12 11 11 17 \n", + "2020-02-26 18 10 18 14 \n", + "\n", + "[193 rows x 26 columns]" + ] + }, + "execution_count": 1118, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.groupby('publication_date').count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1119, + "metadata": {}, + "outputs": [], + "source": [ + "ds['publication_date'] = pd.to_datetime(ds.publication_date, errors='ignore', format = \"%d.%m.%Y\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1120, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "2303" + ] + }, + "execution_count": 1120, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dscopy['publication_date'] = ds['publication_date'].dropna()\n", + "dscopy.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 1121, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 356., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 1947.]),\n", + " array([612411.0088327 , 624918.00794943, 637425.00706616, 649932.00618289,\n", + " 662439.00529962, 674946.00441635, 687453.00353308, 699960.00264981,\n", + " 712467.00176654, 724974.00088327, 737481. ]),\n", + " )" + ] + }, + "execution_count": 1121, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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RAavXoPusqquqarKqJicmJoZtUZLUDBX6SZ5BL/A/VVWfBaiqR6rqyar6MfBJfjqEMwOs7lt9FbBrmO1Lkg7MMGfvBLgauLeqPtpXP75vsdcD29v0JuD8JEckOQFYC3xtqduXJB24Yc7eeSXwJuCeJFtb7T3ABUnW0Ru6eQh4K0BV7UhyI/BNemf+XOyZO5I0XksO/ar6Pwwep79lgXUuAy5b6jYlScPxE7mS1CGGviR1iKEvSR1i6EtShxj6ktQhhr4kdYihL0kdYuhLUocY+pLUIYa+JHWIoS9JHWLoS1KHGPqS1CGGviR1iKEvSR1i6EtShxj6ktQhhr4kdcjYQz/JWUnuTzKd5JJxb1+SumysoZ/kMOCvgbOBk+j9iPpJ4+xBkrps3Ef6pwLTVfVgVf0IuAE4d8w9SFJnHT7m7a0EHu67PQO8Yt+FkmwANrSb/zfJ/UNu9xjge0Pex6LlgwvOHmsvi3Ao9XMo9QL2s5BDqRc4tPoZSS/7yZH9+XfzzRh36GdArZ5SqLoKuGpkG02mqmpyVPc3jEOpFzi0+jmUegH7Wcih1AscWv0cSr0MMu7hnRlgdd/tVcCuMfcgSZ017tC/C1ib5IQkzwTOBzaNuQdJ6qyxDu9U1RNJ3gHcChwGbKyqHWPY9MiGikbgUOoFDq1+DqVewH4Wcij1AodWP4dSL0+RqqcMqUuSfkb5iVxJ6hBDX5I65GkZ+kk2JtmTZPs+9T9qX/GwI8mHWu0ZSa5Nck+Se5Nc2rf8SL4SYlA/ST6TZGu7PJRka6v/VpItrZ8tSV7bt84prT6d5Iokg05xHVkvbd5Lk3y1PWb3JPn5UfWyQD/rktzR+plKcmqrp21rOsm2JCf3rbM+yQPtsn4pvRxoP33zfzXJk0neMMp+DvCx+cUk/yPJN9pzddEoe1mgn5e1/eOetv0jW/1g7McDe2nzlm0/TrI6yZfTy48dSd7Z6kcn2dwe981JVrT6su/HQ6mqp90FeDVwMrC9r/YbwJeAI9rtY9v1HwA3tOlnAQ8Ba+i9kbwTeAHwTOAbwEmj6mef+R8B/mubfjnwvDb9EuC7fct9Dfj39D7P8AXg7GXu5XBgG/CydvuXgMNG1csCz9UX5+4POAf4333TX2jbPA24s9WPBh5s1yva9Irl7qfdPgz4X8AtwBtG2c8BPjbvAT7YpieAvW2/Xe7H5i7g19v0m4EPHKz9eIFelnU/Bo4HTm7TzwW+Re9rZD4EXNLql/Q9P8u+Hw9zeVoe6VfV7fR2+n5vBy6vqsfbMnvmFgeeneRw4BeAHwE/ZIRfCTFPP0DvVR/4feD6tuzXq2ruswk7gJ9PckSS44Ejq+qr1dtDrgPOW85egDOAbVX1jbbuP1fVk6PqZYF+Cpg7SvtFfvpZjXOB66rnDuCo1suZwOaq2ltV3wc2A2eNoR+APwJuAvb01UbSzwH2UsBz23P4nLbeE6PqZYF+XgTc3qY3A7/Xlj0Y+/HAXljm/biqdlfV3W36UeBeet8ucC5wbVvs2r77Xvb9eBhPy9Cfx4nAq5LcmeQrSX611f8O+H/AbuA7wIerai+DvxJi5TL09Srgkap6YMC83wO+3l6oVrYelrOffXs5Eagktya5O8l/afXl7uVdwF8meRj4MDA35Dbfc7Lcz9XAfpKsBF4PfGKf5Zezn/kem48Dv0LvReAe4J1V9eNl7gVgO/C6Nv1G/u2HK+eMaz+er5ex7cdJ1tD7X86dwHFVtRt6LwzAsX3bPRj78aL8LIX+4fT+y3Qa8KfAje2o6FTgSeB5wAnAu5O8gEV+JcQIXMBPj6x/IsmLgQ8Cb50rjaGffXs5HPg14D+269cnOX0Mvbwd+OOqWg38MXB1q8+33YPVz18Bf1ZVT+6z/HL2M18vZwJb6e3H64CPtzHt5X5s3gxcnGQLvaGNH/XPHPN+PF8vY9mPkzyH3v/63lVVP1xo0Xm2O67MWdDPUujPAJ9t/6X6GvBjel989AfAP1TVv7Yhn38EJhnDV0K0IaXfBT6zT30V8Dngwqra2df/quXqZ55eZoCvVNX3quoxeuPWJy93L8B64LNt+m/pvTDP9TPoOVnu52q+fiaBG5I8BLwB+Jsk5y1zP/P1chE/3b+ngW8Dv7zMvVBV91XVGVV1Cr0Dhrn9dez78QK9LPt+nOQZ9AL/U1U19/w80oZtaNdzQ4AHaz9elJ+l0P974LUASU6k9ybX9+gN6by2vaP+bHr/E7iP8XwlxG8C91XVT/6LmeQo4PPApVX1j3P19t/DR5Oc1v6HciFw83L2Qu+T0S9N8qz2ovDrwDfH0Muuti3oPWdzw02bgAvbc3Ua8IPWy63AGUlWtDMkzmi1Ze2nqk6oqjVVtYbeMOF/rqq/X+Z+5ntsvgOcDpDkOHrj2w8ucy8kObZd/xzwF7ShroOxH8/XC8u8H7d1rwburaqP9s3aRO9FmnZ9c1/9YOzHizPqd4bHcaH3Kr8b+Fd6r55voRfy/53euN/dwGvbss+hd8S0A/gm8Kd993MOvXfidwJ/Psp+Wv0a4G37LPsX9N5j2Np3mTvTaLL1v5PeGG6Ws5dW/8P22GwHPtRXH7qXBZ6rXwO20Dtj6k7glLZs6P3Izk5649aTfffzZmC6XS4a8b4zsJ991ruGdvbOqPo5wMfmefTO7LmnPS9/OKbH5p3t38i3gMvn9oODsR/P18ty78ftOSl6ZwjN/a3n0DtL6DZ6L8y3AUePaz8e5uLXMEhSh/wsDe9IkvbD0JekDjH0JalDDH1J6hBDX5I6xNCXpA4x9CWpQ/4/k5DmTHFwoTMAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(dscopy['publication_date'])" + ] + }, + { + "cell_type": "code", + "execution_count": 1122, + "metadata": {}, + "outputs": [], + "source": [ + "### 2.2.3 Booleans\n", + "\n", + "col =['Balkon(e)', 'Lift', 'Aussenparkplatz', 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich','Einstellplatz']" + ] + }, + { + "cell_type": "code", + "execution_count": 1123, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 1. nan]\n", + "[ 1. nan]\n", + "[nan 1.]\n", + "[nan 1.]\n", + "[nan 1.]\n", + "[nan 1.]\n", + "[nan 1.]\n" + ] + } + ], + "source": [ + "for x in col: \n", + " print(ds[x].unique())" + ] + }, + { + "cell_type": "code", + "execution_count": 1124, + "metadata": {}, + "outputs": [], + "source": [ + "### 2.2.4 Rest" + ] + }, + { + "cell_type": "code", + "execution_count": 1125, + "metadata": {}, + "outputs": [], + "source": [ + "col =['Objektart', 'Geschoss', 'city']" + ] + }, + { + "cell_type": "code", + "execution_count": 1126, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['Wohnung' 'Einzelzimmer' 'Studio' 'Dachwohnung' 'Attika' 'Maisonette'\n", + " 'Loft' 'Terrassenwohnung']\n", + "['2.Stock' nan '1.Stock' '3.Stock' '6.Stock' 'EG' '9.Stock' '4.Stock'\n", + " 'Untergeschoss' '5.Stock' '7.Stock' '10.Stock' '8.Stock' '14.Stock'\n", + " '11.Stock' '19.Stock' '17.Stock' '13.Stock' '20.Stock' '22.Stock'\n", + " '18.Stock' '28.Stock' '12.Stock' '26.Stock']\n", + "['bern' 'zuerich' 'luzern']\n" + ] + } + ], + "source": [ + "for x in col: \n", + " print(ds[x].unique())" + ] + }, + { + "cell_type": "code", + "execution_count": 1127, + "metadata": {}, + "outputs": [], + "source": [ + "ds['Geschoss']= ds.Geschoss.apply(lambda y: float(str(y).replace(\".Stock\",\"\").replace(\"EG\",\"0\").replace(\"Untergeschoss\",\"-1\")))" + ] + }, + { + "cell_type": "code", + "execution_count": 1128, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 33., 0., 151., 0., 0., 245., 0., 207., 0., 37.]),\n", + " array([2. , 2.4, 2.8, 3.2, 3.6, 4. , 4.4, 4.8, 5.2, 5.6, 6. ]),\n", + " )" + ] + }, + "execution_count": 1128, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2344 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.0 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.0 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.0 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.0 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.0 nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.0 sofort \n", + "22420912 90.0 36.0 1.5 7.0 nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.0 sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... None NaN NaN \n", + "23016600 1.0 1.0 ... None NaN NaN \n", + "23014342 1.0 1.0 ... 1965 1.0 1.0 \n", + "23017350 1.0 NaN ... None NaN NaN \n", + "23016559 NaN NaN ... 1600 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... None NaN NaN \n", + "20657528 NaN 1.0 ... 1975 NaN 1.0 \n", + "22104581 NaN NaN ... None 1.0 NaN \n", + "22420912 1.0 1.0 ... None NaN NaN \n", + "22483750 1.0 NaN ... None 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2344 rows x 27 columns]" + ] + }, + "execution_count": 1129, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.1 not the info i wanted..." + ] + }, + { + "cell_type": "code", + "execution_count": 1130, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2344 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.0 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.0 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.0 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.0 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.0 nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.0 sofort \n", + "22420912 90.0 36.0 1.5 7.0 nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.0 sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... None NaN NaN \n", + "23016600 1.0 1.0 ... None NaN NaN \n", + "23014342 1.0 1.0 ... 1965 1.0 1.0 \n", + "23017350 1.0 NaN ... None NaN NaN \n", + "23016559 NaN NaN ... 1600 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... None NaN NaN \n", + "20657528 NaN 1.0 ... 1975 NaN 1.0 \n", + "22104581 NaN NaN ... None 1.0 NaN \n", + "22420912 1.0 1.0 ... None NaN NaN \n", + "22483750 1.0 NaN ... None 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2344 rows x 27 columns]" + ] + }, + "execution_count": 1130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds.groupby('Objektart').count()\n", + "\n", + "## Einzelzimmer = single room. That is not what i am looking for.--> drop!\n", + "## the others are ok.\n", + "ds['Objektart'] =ds.Objektart[(ds['Objektart'] != 'Einzelzimmer')]\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.2 drop nan" + ] + }, + { + "cell_type": "code", + "execution_count": 1131, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2303" + ] + }, + "execution_count": 1131, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds.isna().sum()\n", + "ds =ds[ds.MietpreisproMonat.isna() ==False] ## only one\n", + "\n", + "ds.Objektart.isna().sum() ## i have to drop them, because it is very likely that it is not a flat...\n", + "ds =ds[ds.Objektart.isna() ==False] \n", + "ds.shape[0]\n", + "#ds.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 1132, + "metadata": {}, + "outputs": [], + "source": [ + "## 3.3 outliers" + ] + }, + { + "cell_type": "code", + "execution_count": 1133, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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MietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossBalkon(e)LiftÖV-HaltestelleEinkaufsmöglichkeitratingAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
count2303.0000001709.0000001709.0000001709.0000002275.0000001774.0000001181.0887.0985.000000972.000000672.000000361.0442.0912.0365.0589.000000603.000000391.000000414.000000459.0
mean2068.8293531973.875951230.22527879.5833822.9536262.5636981.01.0187.305584382.0010294.0952381.01.01.01.0456.950764524.313433844.9181591727.5531401.0
std1116.609899978.14724197.22566137.5489951.2373122.5563370.00.0188.595027493.3882970.9704310.00.00.00.0410.680225428.498836804.3484631372.6951680.0
min1.00000070.00000013.0000001.0000001.000000-1.0000001.01.01.0000005.0000002.0000001.01.01.01.010.00000010.0000001.0000001.0000001.0
25%1430.0000001340.000000173.00000057.0000002.0000001.0000001.01.0100.000000100.0000003.0000001.01.01.01.0200.000000250.000000300.0000001000.0000001.0
50%1790.0000001690.000000220.00000075.0000003.0000002.0000001.01.0130.000000250.0000004.0000001.01.01.01.0400.000000450.000000550.0000001308.5000001.0
75%2490.0000002350.000000280.000000100.0000003.5000004.0000001.01.0250.000000500.0000005.0000001.01.01.01.0550.000000675.0000001000.0000002000.0000001.0
max16500.0000008900.0000001050.000000320.00000012.50000028.0000001.01.01940.0000006740.0000006.0000001.01.01.01.03840.0000003070.0000004900.0000008700.0000001.0
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" + ], + "text/plain": [ + " MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "count 2303.000000 1709.000000 1709.000000 \n", + "mean 2068.829353 1973.875951 230.225278 \n", + "std 1116.609899 978.147241 97.225661 \n", + "min 1.000000 70.000000 13.000000 \n", + "25% 1430.000000 1340.000000 173.000000 \n", + "50% 1790.000000 1690.000000 220.000000 \n", + "75% 2490.000000 2350.000000 280.000000 \n", + "max 16500.000000 8900.000000 1050.000000 \n", + "\n", + " Wohnfläche Zimmer Geschoss Balkon(e) Lift \\\n", + "count 1709.000000 2275.000000 1774.000000 1181.0 887.0 \n", + "mean 79.583382 2.953626 2.563698 1.0 1.0 \n", + "std 37.548995 1.237312 2.556337 0.0 0.0 \n", + "min 1.000000 1.000000 -1.000000 1.0 1.0 \n", + "25% 57.000000 2.000000 1.000000 1.0 1.0 \n", + "50% 75.000000 3.000000 2.000000 1.0 1.0 \n", + "75% 100.000000 3.500000 4.000000 1.0 1.0 \n", + "max 320.000000 12.500000 28.000000 1.0 1.0 \n", + "\n", + " ÖV-Haltestelle Einkaufsmöglichkeit rating Aussenparkplatz \\\n", + "count 985.000000 972.000000 672.000000 361.0 \n", + "mean 187.305584 382.001029 4.095238 1.0 \n", + "std 188.595027 493.388297 0.970431 0.0 \n", + "min 1.000000 5.000000 2.000000 1.0 \n", + "25% 100.000000 100.000000 3.000000 1.0 \n", + "50% 130.000000 250.000000 4.000000 1.0 \n", + "75% 250.000000 500.000000 5.000000 1.0 \n", + "max 1940.000000 6740.000000 6.000000 1.0 \n", + "\n", + " Haustiereerlaubt Kabel-TV Kinderfreundlich Kindergarten \\\n", + "count 442.0 912.0 365.0 589.000000 \n", + "mean 1.0 1.0 1.0 456.950764 \n", + "std 0.0 0.0 0.0 410.680225 \n", + "min 1.0 1.0 1.0 10.000000 \n", + "25% 1.0 1.0 1.0 200.000000 \n", + "50% 1.0 1.0 1.0 400.000000 \n", + "75% 1.0 1.0 1.0 550.000000 \n", + "max 1.0 1.0 1.0 3840.000000 \n", + "\n", + " Primarschule Sekundarschule Autobahn Einstellplatz \n", + "count 603.000000 391.000000 414.000000 459.0 \n", + "mean 524.313433 844.918159 1727.553140 1.0 \n", + "std 428.498836 804.348463 1372.695168 0.0 \n", + "min 10.000000 1.000000 1.000000 1.0 \n", + "25% 250.000000 300.000000 1000.000000 1.0 \n", + "50% 450.000000 550.000000 1308.500000 1.0 \n", + "75% 675.000000 1000.000000 2000.000000 1.0 \n", + "max 3070.000000 4900.000000 8700.000000 1.0 " + ] + }, + "execution_count": 1133, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 1134, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
22794409Wohnung16500.0NaNNaN260.05.56.0nachVereinbarung1.01.0...1858NaNNaNNaNNaNNaNNaNNaNNaNNaN
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1 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "22794409 Wohnung 16500.0 NaN \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "22794409 NaN 260.0 5.5 6.0 nachVereinbarung \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "22794409 1.0 1.0 ... 1858 NaN NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "22794409 NaN NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "22794409 NaN NaN \n", + "\n", + "[1 rows x 27 columns]" + ] + }, + "execution_count": 1134, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#outliers for price upwards\n", + "dscopy = ds\n", + "dscopy['MietpreisproMonat'] =ds.MietpreisproMonat[(ds['MietpreisproMonat'] != 'aufAnfrage')]\n", + "dscopy['MietpreisproMonat']=dscopy['MietpreisproMonat'].astype('float')\n", + "dscopy[(dscopy['MietpreisproMonat']>5000) & (dscopy['Zimmer']>7)]\n", + "\n", + "dscopy[(dscopy['MietpreisproMonat']>10000)]\n", + "\n", + "### there are outliers (on max)regarding the size of the flat(nr of rooms) and regarding the prize --> keep in mind" + ] + }, + { + "cell_type": "code", + "execution_count": 1135, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "331.0\n" + ] + } + ], + "source": [ + "## outliers downwoards for MietpreisproMonat (price)\n", + "\n", + "ds['MietpreisproMonat'].quantile(0.05)\n", + "\n", + "ds = ds[(ds['MietpreisproMonat']>ds['MietpreisproMonat'].quantile(0.05)) & (ds['Zimmer'].isna())==False] ## drop 8 \n", + "\n", + "print(ds.MietpreisproMonat[ds['Zimmer']==1].quantile(0.05))\n", + "ds[(ds['MietpreisproMonat']ds.MietpreisproMonat[ds['Zimmer']==1].quantile(0.00))]" + ] + }, + { + "cell_type": "code", + "execution_count": 1136, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2281 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.0 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.0 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.0 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.0 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.0 nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.0 sofort \n", + "22420912 90.0 36.0 1.5 7.0 nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.0 sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... None NaN NaN \n", + "23016600 1.0 1.0 ... None NaN NaN \n", + "23014342 1.0 1.0 ... 1965 1.0 1.0 \n", + "23017350 1.0 NaN ... None NaN NaN \n", + "23016559 NaN NaN ... 1600 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... None NaN NaN \n", + "20657528 NaN 1.0 ... 1975 NaN 1.0 \n", + "22104581 NaN NaN ... None 1.0 NaN \n", + "22420912 1.0 1.0 ... None NaN NaN \n", + "22483750 1.0 NaN ... None 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2281 rows x 27 columns]" + ] + }, + "execution_count": 1136, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 4. Change column names and save to csv" + ] + }, + { + "cell_type": "code", + "execution_count": 1137, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Verfügbarab',\n", + " 'Balkon(e)', 'Lift', 'ÖV-Haltestelle', 'Einkaufsmöglichkeit', 'rating',\n", + " 'adress', 'publication_date', 'city', 'DateofScrapping', 'Baujahr',\n", + " 'Aussenparkplatz', 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich',\n", + " 'Kindergarten', 'Primarschule', 'Sekundarschule', 'Autobahn',\n", + " 'Einstellplatz'],\n", + " dtype='object')" + ] + }, + "execution_count": 1137, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1138, + "metadata": {}, + "outputs": [], + "source": [ + "ds=ds.rename(columns={'Objektart': 'object_type', 'MietpreisproMonat':'price','MietpreisproMonat(exkl.NK)':'price_wo_extras',\n", + " 'Nebenkosten':'extras', 'Wohnfläche':'size', 'Zimmer':'rooms', 'Geschoss':'floor', 'Verfügbarab':'moovIn',\n", + " 'Balkon(e)':'balcony', 'Lift':'lift', 'ÖV-Haltestelle': 'public_transport', 'Einkaufsmöglichkeit':'shopping', 'Baujahr': 'age',\n", + " 'Aussenparkplatz':'parking_out', 'Haustiereerlaubt':'pets_allowed', 'Kabel-TV':'tv', 'Kinderfreundlich':'kids_ok',\n", + " 'Kindergarten':'KG', 'Primarschule':'PS', 'Sekundarschule': 'SS', 'Autobahn': 'highway',\n", + " 'Einstellplatz': 'parking_in'}, errors=\"raise\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1139, + "metadata": {}, + "outputs": [], + "source": [ + "ds.to_csv('./Data/c_flats_clean.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 1140, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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object_typepriceprice_wo_extrasextrassizeroomsfloormoovInbalconylift...ageparking_outpets_allowedtvkids_okKGPSSShighwayparking_in
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2281 rows × 27 columns

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" + ], + "text/plain": [ + " object_type price price_wo_extras extras size rooms floor \\\n", + "23016581 Wohnung 1480.0 1240.0 240.0 68.0 3.0 2.0 \n", + "23016600 Wohnung 3500.0 3200.0 300.0 140.0 5.0 2.0 \n", + "23014342 Wohnung 1710.0 1470.0 240.0 73.0 3.5 NaN \n", + "23017350 Wohnung 1180.0 1030.0 150.0 NaN 2.0 1.0 \n", + "23016559 Wohnung 1360.0 1230.0 130.0 44.0 2.5 3.0 \n", + "... ... ... ... ... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 140.0 35.0 2.5 NaN \n", + "20657528 Wohnung 1840.0 1660.0 180.0 78.0 1.5 2.0 \n", + "22104581 Wohnung 1890.0 1610.0 280.0 NaN 4.5 3.0 \n", + "22420912 Wohnung 1540.0 1450.0 90.0 36.0 1.5 7.0 \n", + "22483750 Wohnung 1350.0 1180.0 170.0 57.0 3.0 2.0 \n", + "\n", + " moovIn balcony lift ... age parking_out \\\n", + "23016581 01.05.2020 1.0 1.0 ... None NaN \n", + "23016600 01.05.2020 1.0 1.0 ... None NaN \n", + "23014342 01.03.2020 1.0 1.0 ... 1965 1.0 \n", + "23017350 01.05.2020 1.0 NaN ... None NaN \n", + "23016559 01.06.2020 NaN NaN ... 1600 NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 nachVereinbarung NaN NaN ... None NaN \n", + "20657528 nachVereinbarung NaN 1.0 ... 1975 NaN \n", + "22104581 sofort NaN NaN ... None 1.0 \n", + "22420912 nachVereinbarung 1.0 1.0 ... None NaN \n", + "22483750 sofort 1.0 NaN ... None 1.0 \n", + "\n", + " pets_allowed tv kids_ok KG PS SS highway parking_in \n", + "23016581 NaN NaN NaN NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 1.0 700.0 700.0 700.0 NaN NaN \n", + "23017350 NaN NaN NaN 350.0 NaN NaN 1000.0 NaN \n", + "23016559 NaN 1.0 NaN NaN NaN NaN NaN NaN \n", + "... ... ... ... ... ... ... ... ... \n", + "21825642 NaN NaN NaN 400.0 610.0 NaN NaN NaN \n", + "20657528 1.0 1.0 NaN 600.0 80.0 80.0 NaN NaN \n", + "22104581 NaN 1.0 NaN NaN NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN NaN 2000.0 NaN \n", + "22483750 NaN 1.0 NaN NaN NaN NaN 3000.0 NaN \n", + "\n", + "[2281 rows x 27 columns]" + ] + }, + "execution_count": 1140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.ipynb_checkpoints/3-checkpoint.Statistics b/your-project/.ipynb_checkpoints/3-checkpoint.Statistics new file mode 100644 index 0000000..157591f --- /dev/null +++ b/your-project/.ipynb_checkpoints/3-checkpoint.Statistics @@ -0,0 +1,2771 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Descriptive Statistics and Inferential Statistics" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Descirptive Statistics\n", + " 1.1 DS\n", + " 1.2 Conclusion\n", + "\n", + "2. Compare Cities\n", + " \n", + " 2.1 Price\n", + " \n", + " 2.2 Size (Rooms and m2)\n", + " \n", + " 2.3 nr of announcements per day\n", + "\n", + "\n", + "3. Distribution of Publication Date\n", + "\n", + "\n", + "4. Price\n", + "\n", + " correlation with size and room number and also floor\n", + "\n", + "\n", + "5. Additional Ideas / Plots\n", + " \n", + " 5.1 most common features (just a plot in tableau)\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 416, + "metadata": {}, + "outputs": [], + "source": [ + "import math\n", + "import time\n", + "import re\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from scipy.stats import ttest_1samp, ttest_rel, ttest_ind\n", + "from scipy.stats import f_oneway\n", + "from scipy import stats" + ] + }, + { + "cell_type": "code", + "execution_count": 417, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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object_typepriceprice_wo_extrasextrassizeroomsfloormoovInbalconylift...ageparking_outpets_allowedtvkids_okKGPSSShighwayparking_in
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...1965.01.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NaNNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600.0NaNNaN1.0NaNNaNNaNNaNNaNNaN
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5 rows × 27 columns

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" + ], + "text/plain": [ + " object_type price price_wo_extras extras size rooms floor \\\n", + "23016581 Wohnung 1480.0 1240.0 240.0 68.0 3.0 2.0 \n", + "23016600 Wohnung 3500.0 3200.0 300.0 140.0 5.0 2.0 \n", + "23014342 Wohnung 1710.0 1470.0 240.0 73.0 3.5 NaN \n", + "23017350 Wohnung 1180.0 1030.0 150.0 NaN 2.0 1.0 \n", + "23016559 Wohnung 1360.0 1230.0 130.0 44.0 2.5 3.0 \n", + "\n", + " moovIn balcony lift ... age parking_out pets_allowed \\\n", + "23016581 01.05.2020 1.0 1.0 ... NaN NaN NaN \n", + "23016600 01.05.2020 1.0 1.0 ... NaN NaN NaN \n", + "23014342 01.03.2020 1.0 1.0 ... 1965.0 1.0 1.0 \n", + "23017350 01.05.2020 1.0 NaN ... NaN NaN NaN \n", + "23016559 01.06.2020 NaN NaN ... 1600.0 NaN NaN \n", + "\n", + " tv kids_ok KG PS SS highway parking_in \n", + "23016581 NaN NaN NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 NaN NaN \n", + "23017350 NaN NaN 350.0 NaN NaN 1000.0 NaN \n", + "23016559 1.0 NaN NaN NaN NaN NaN NaN \n", + "\n", + "[5 rows x 27 columns]" + ] + }, + "execution_count": 417, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds= pd.read_csv('./Data/c_flats_clean.csv', index_col=0)\n", + "ds.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Descriptive Statistics" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.1 DS" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#pip install pandas-profiling[notebook,html]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from pandas_profiling import ProfileReport" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "profile = ProfileReport(ds, title='Pandas Profiling Report')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "profile.to_notebook_iframe()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.1 Conclusions from DS" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- dublicates droped\n", + "- correlations btw. prices ok, no others discovered\n", + "\n", + "Descriptive:\n", + "- adress: often not precise enough to locate to one point(because road is missing). Could check if really only in the cities? or also outside? suburban areas?\n", + "- age: a lot of missings, only some very old ones --> drop outliers when looking at age\n", + "- balcony, only 50% missings\n", + "- city: split btw. city\n", + "- only 2/3 split cost in extras _ non extras --> focus on rent, not on splittet cost (no added value)\n", + "- floor: for 3/4 available: good! --> drop outliers when looking at age\n", + "- highway: log normal distributed, but a lot of missings\n", + "- same for KG, PS, SS\n", + "- kids_ok, lift, parking_in, parking_out, pets_allowed, public transport, shopping: good for yes or no analysis\n", + "- moovIn: mix btw. str and date, but could be usefull for analysis, but probably not in this analysis\n", + "- object type: important to know, because i only wanted to have flats... -->> drop!!!! ok, done in cleaning. however, \"wohnung\" is a supercategory of the rest, so thats why a distinction is probably delicate\n", + "- price: droped outliers downwoards, but not upwards --> keep in mind\n", + "- publication date: distribution? 10% missings, but still useful\n", + "- rating could be interesting, but a lot of missings... --> not in the focus\n", + "- rooms: expected distribution. --> good to use, not a lot of missings\n", + "- size: 1/4 missings, but still usefull. Normal distributed?\n", + "\n", + "Correlation:\n", + "- extras and size: logisch\n", + "- prize: size and rooms, but also floor (probably not linear, but could be interesting to do a taylor approximation (or however it is called)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Compare Cities" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + " 2.1 Price\n", + " 2.2 Size (Rooms and m2)\n", + " 2.3 nr of announcements per day" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.1 Differences t-stat" + ] + }, + { + "cell_type": "code", + "execution_count": 419, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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priceprice_wo_extrasextrassizeroomsfloorbalconyliftpublic_transportshopping...ageparking_outpets_allowedtvkids_okKGPSSShighwayparking_in
city
bern1723.2673561633.508982231.25948176.5101582.8276632.5467781.01.0224.945455364.439114...1956.8186531.01.01.01.0578.825301572.742331974.4939761299.0833331.0
luzern1945.7388721757.939446216.35640183.3506263.3053492.8421051.01.0175.370056385.796512...1972.8648651.01.01.01.0463.069767551.064103883.4276321882.5847951.0
zuerich2411.6397852451.014587241.50567378.2619392.7938312.3472801.01.0169.942529394.020057...1975.4311691.01.01.01.0355.946341456.509901741.6064521837.3125001.0
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3 rows × 21 columns

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" + ], + "text/plain": [ + " price price_wo_extras extras size rooms \\\n", + "city \n", + "bern 1723.267356 1633.508982 231.259481 76.510158 2.827663 \n", + "luzern 1945.738872 1757.939446 216.356401 83.350626 3.305349 \n", + "zuerich 2411.639785 2451.014587 241.505673 78.261939 2.793831 \n", + "\n", + " floor balcony lift public_transport shopping ... \\\n", + "city ... \n", + "bern 2.546778 1.0 1.0 224.945455 364.439114 ... \n", + "luzern 2.842105 1.0 1.0 175.370056 385.796512 ... \n", + "zuerich 2.347280 1.0 1.0 169.942529 394.020057 ... \n", + "\n", + " age parking_out pets_allowed tv kids_ok KG \\\n", + "city \n", + "bern 1956.818653 1.0 1.0 1.0 1.0 578.825301 \n", + "luzern 1972.864865 1.0 1.0 1.0 1.0 463.069767 \n", + "zuerich 1975.431169 1.0 1.0 1.0 1.0 355.946341 \n", + "\n", + " PS SS highway parking_in \n", + "city \n", + "bern 572.742331 974.493976 1299.083333 1.0 \n", + "luzern 551.064103 883.427632 1882.584795 1.0 \n", + "zuerich 456.509901 741.606452 1837.312500 1.0 \n", + "\n", + "[3 rows x 21 columns]" + ] + }, + "execution_count": 419, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.groupby('city').mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 420, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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priceroomssize
city
bern1723.2673562.82766376.510158
luzern1945.7388723.30534983.350626
zuerich2411.6397852.79383178.261939
\n", + "
" + ], + "text/plain": [ + " price rooms size\n", + "city \n", + "bern 1723.267356 2.827663 76.510158\n", + "luzern 1945.738872 3.305349 83.350626\n", + "zuerich 2411.639785 2.793831 78.261939" + ] + }, + "execution_count": 420, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.pivot_table(index=[\"city\"], values=['price', \"rooms\",\"size\"], aggfunc= { 'price': np.mean,'rooms':np.mean, 'size':np.mean}, fill_value='-')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.1.1 test one city against \"the rest\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## TODO \n", + "PLOT: 3 DIFFERENt BARPLOTS FOR PRICE, ROOMS AND SIZE JEWEILS PRO STADT " + ] + }, + { + "cell_type": "code", + "execution_count": 421, + "metadata": {}, + "outputs": [], + "source": [ + "measure = ['price', 'rooms', 'size']" + ] + }, + { + "cell_type": "code", + "execution_count": 422, + "metadata": {}, + "outputs": [], + "source": [ + "city= ds['city'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 423, + "metadata": {}, + "outputs": [], + "source": [ + "### remark: all the tests are for alpha = 5% \n", + "\n", + "def t_test (city, measureList): \n", + " ds_city= ds[ds['city']==city][measureList].dropna()\n", + " ds_notcity= ds[ds['city']!=city][measureList].dropna()\n", + " dic = {}\n", + " for m in measureList:\n", + " dic[m] = [round(ttest_ind(ds_city[m], ds_notcity[m])[0],2),round(ttest_ind(ds_city[m], ds_notcity[m])[1],3) ] \n", + " return dic\n", + "\n", + "def t_test_other (city, othercity, measureList): \n", + " ds_city= ds[ds['city']==city][measureList].dropna()\n", + " ds_othercity= ds[ds['city']==othercity][measureList].dropna()\n", + " dic = {}\n", + " for m in measureList:\n", + " dic[m] = [round(ttest_ind(ds_city[m], ds_othercity[m])[0],2),round(ttest_ind(ds_city[m], ds_othercity[m])[1],3) ] \n", + " return dic" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### a) Bern" + ] + }, + { + "cell_type": "code", + "execution_count": 424, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'price': [-7.95, 0.0], 'rooms': [-1.94, 0.052], 'size': [-1.94, 0.052]}" + ] + }, + "execution_count": 424, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "t_test('bern', measure)\n", + "## significant differences bern against the others only regarding price (lower)" + ] + }, + { + "cell_type": "code", + "execution_count": 425, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "luzern {'price': [-2.94, 0.003], 'rooms': [-5.04, 0.0], 'size': [-3.09, 0.002]}\n", + "zuerich {'price': [-10.81, 0.0], 'rooms': [0.72, 0.471], 'size': [-0.76, 0.446]}\n" + ] + } + ], + "source": [ + "### also compared to asingle city?\n", + "\n", + "print('luzern', t_test_other ('bern', 'luzern', measure))\n", + "print('zuerich', t_test_other ('bern', 'zuerich', measure))\n", + "### similar toe zuerich regarting rooms" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### b) Luzern" + ] + }, + { + "cell_type": "code", + "execution_count": 426, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'price': [-5.27, 0.0], 'rooms': [6.32, 0.0], 'size': [2.98, 0.003]}" + ] + }, + "execution_count": 426, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t_test('luzern', measure)\n", + "## significant differences luzer against the others (lower prices and more rooms)" + ] + }, + { + "cell_type": "code", + "execution_count": 427, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "luzern bern {'price': [2.94, 0.003], 'rooms': [5.04, 0.0], 'size': [3.09, 0.002]}\n", + "luzern zuerich {'price': [-8.9, 0.0], 'rooms': [5.93, 0.0], 'size': [2.28, 0.023]}\n" + ] + } + ], + "source": [ + "print('luzern', 'bern', t_test_other ('luzern', 'bern', measure))\n", + "print('luzern', 'zuerich', t_test_other ('luzern', 'zuerich', measure))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### c) Zuerich" + ] + }, + { + "cell_type": "code", + "execution_count": 428, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'price': [12.52, 0.0], 'rooms': [-4.26, 0.0], 'size': [-1.11, 0.266]}" + ] + }, + "execution_count": 428, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t_test('zuerich', measure)\n", + "## significant differences zuerich against the others (higher prices and less rooms)" + ] + }, + { + "cell_type": "code", + "execution_count": 429, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "zuerich bern {'price': [10.81, 0.0], 'rooms': [-0.72, 0.471], 'size': [0.76, 0.446]}\n", + "zuerich luzern {'price': [8.9, 0.0], 'rooms': [-5.93, 0.0], 'size': [-2.28, 0.023]}\n" + ] + } + ], + "source": [ + "print('zuerich', 'bern', t_test_other ('zuerich', 'bern', measure))\n", + "print('zuerich', 'luzern', t_test_other ('zuerich', 'luzern', measure))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### b) ANOVA" + ] + }, + { + "cell_type": "code", + "execution_count": 430, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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sum_sqdfFPR(>F)
C(city)2.003457e+082.086.7323724.987346e-37
Residual2.631010e+092278.0NaNNaN
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" + ], + "text/plain": [ + " sum_sq df F PR(>F)\n", + "C(city) 2.003457e+08 2.0 86.732372 4.987346e-37\n", + "Residual 2.631010e+09 2278.0 NaN NaN" + ] + }, + "execution_count": 430, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import statsmodels.api as sm\n", + "from statsmodels.formula.api import ols\n", + "\n", + "model = ols('price ~ C(city)', data=ds).fit()\n", + "anova_table = sm.stats.anova_lm(model, typ=2)\n", + "anova_table\n", + "\n", + "### conclusion for plot: price: signifiant difference among each others (same as above)" + ] + }, + { + "cell_type": "code", + "execution_count": 431, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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sum_sqdfFPR(>F)
C(city)117.5692662.039.7601971.066435e-17
Residual3356.1482882270.0NaNNaN
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" + ], + "text/plain": [ + " sum_sq df F PR(>F)\n", + "C(city) 117.569266 2.0 39.760197 1.066435e-17\n", + "Residual 3356.148288 2270.0 NaN NaN" + ] + }, + "execution_count": 431, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = ols('rooms ~ C(city)', data=ds).fit()\n", + "anova_table = sm.stats.anova_lm(model, typ=2)\n", + "anova_table\n", + "\n", + "### there are differences regarding the room" + ] + }, + { + "cell_type": "code", + "execution_count": 432, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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sum_sqdfFPR(>F)
C(city)1.330723e+042.04.7472910.008791
Residual2.368638e+061690.0NaNNaN
\n", + "
" + ], + "text/plain": [ + " sum_sq df F PR(>F)\n", + "C(city) 1.330723e+04 2.0 4.747291 0.008791\n", + "Residual 2.368638e+06 1690.0 NaN NaN" + ] + }, + "execution_count": 432, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = ols('size ~ C(city)', data=ds).fit()\n", + "anova_table = sm.stats.anova_lm(model, typ=2)\n", + "anova_table\n", + "### there are differences regarding the size" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.2.2 price for different numbers of room" + ] + }, + { + "cell_type": "code", + "execution_count": 433, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "def t_test_roomsize (roomsize):\n", + " cities= ds['city'].unique()\n", + " dic = {}\n", + " for c in cities:\n", + " ds_city= ds[(ds['city']==c) & (ds['rooms']==roomsize)]['price'].dropna()\n", + " ds_notcity= ds[(ds['city']!=c) & (ds['rooms']==roomsize)]['price'].dropna()\n", + " dic[c] = [round(ttest_ind(ds_city, ds_notcity)[0],2),round(ttest_ind(ds_city, ds_notcity)[1],3) ] \n", + " return dic" + ] + }, + { + "cell_type": "code", + "execution_count": 434, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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bernzuerichluzern
1.0[-2.77, 0.006][5.02, 0.0][-3.32, 0.001]
1.5[-2.66, 0.009][2.99, 0.003][-0.83, 0.41]
2.0[-2.43, 0.016][4.92, 0.0][-2.53, 0.012]
2.5[-7.86, 0.0][12.79, 0.0][-4.27, 0.0]
3.0[-4.83, 0.0][10.59, 0.0][-4.66, 0.0]
3.5[-5.4, 0.0][14.31, 0.0][-7.46, 0.0]
4.0[-1.24, 0.219][4.85, 0.0][-3.65, 0.0]
4.5[-2.79, 0.006][9.09, 0.0][-5.63, 0.0]
5.0[-1.7, 0.108][0.12, 0.902][1.67, 0.113]
5.5[-0.81, 0.42][3.6, 0.001][-2.79, 0.007]
\n", + "
" + ], + "text/plain": [ + " bern zuerich luzern\n", + "1.0 [-2.77, 0.006] [5.02, 0.0] [-3.32, 0.001]\n", + "1.5 [-2.66, 0.009] [2.99, 0.003] [-0.83, 0.41]\n", + "2.0 [-2.43, 0.016] [4.92, 0.0] [-2.53, 0.012]\n", + "2.5 [-7.86, 0.0] [12.79, 0.0] [-4.27, 0.0]\n", + "3.0 [-4.83, 0.0] [10.59, 0.0] [-4.66, 0.0]\n", + "3.5 [-5.4, 0.0] [14.31, 0.0] [-7.46, 0.0]\n", + "4.0 [-1.24, 0.219] [4.85, 0.0] [-3.65, 0.0]\n", + "4.5 [-2.79, 0.006] [9.09, 0.0] [-5.63, 0.0]\n", + "5.0 [-1.7, 0.108] [0.12, 0.902] [1.67, 0.113]\n", + "5.5 [-0.81, 0.42] [3.6, 0.001] [-2.79, 0.007]" + ] + }, + "execution_count": 434, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dictroom = {}\n", + "for x in sorted(ds['rooms'].unique())[:-6]:\n", + " dictroom[x] = t_test_roomsize(x)\n", + "dictroom\n", + "\n", + "dictroom = pd.DataFrame.from_dict(dictroom, orient='index').dropna()\n", + "dictroom" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### TODO \n", + "PLOT: lineplot for roomsize, where each city is a line" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.2.3 Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 465, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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citybernluzernzuerich
rooms
price1.0951.633853.6981169.93
1.51253.631398.531655.19
2.01454.961392.641849.78
2.51579.471703.642388.73
3.01670.421627.012244.18
3.51934.491931.142858.74
4.02160.421934.72855.2
4.52553.272449.563694.84
5.03154.384852.53999
5.534953187.745049.56
6.028804253.576013
6.5-53104647.5
7.04550-5486.67
7.54650-5374
8.0-6900-
12.5--6560
\n", + "
" + ], + "text/plain": [ + "city bern luzern zuerich\n", + " rooms \n", + "price 1.0 951.633 853.698 1169.93\n", + " 1.5 1253.63 1398.53 1655.19\n", + " 2.0 1454.96 1392.64 1849.78\n", + " 2.5 1579.47 1703.64 2388.73\n", + " 3.0 1670.42 1627.01 2244.18\n", + " 3.5 1934.49 1931.14 2858.74\n", + " 4.0 2160.42 1934.7 2855.2\n", + " 4.5 2553.27 2449.56 3694.84\n", + " 5.0 3154.38 4852.5 3999\n", + " 5.5 3495 3187.74 5049.56\n", + " 6.0 2880 4253.57 6013\n", + " 6.5 - 5310 4647.5\n", + " 7.0 4550 - 5486.67\n", + " 7.5 4650 - 5374\n", + " 8.0 - 6900 -\n", + " 12.5 - - 6560" + ] + }, + "execution_count": 465, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cds=ds.pivot_table(index=[\"city\"], columns=[\"rooms\"], values=['price'], aggfunc= { 'price': np.mean,}, fill_value='-')\n", + "cds=cds.transpose()\n", + "cds" + ] + }, + { + "cell_type": "code", + "execution_count": 468, + "metadata": {}, + "outputs": [ + { + "ename": "KeyError", + "evalue": "'city'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\pandas\\core\\indexes\\base.py\u001b[0m in \u001b[0;36mget_loc\u001b[1;34m(self, key, method, tolerance)\u001b[0m\n\u001b[0;32m 2896\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2897\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 2898\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32mpandas\\_libs\\index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n", + "\u001b[1;32mpandas\\_libs\\index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n", + "\u001b[1;32mpandas\\_libs\\hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n", + "\u001b[1;32mpandas\\_libs\\hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n", + "\u001b[1;31mKeyError\u001b[0m: 'city'", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[0max\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtick_params\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0maxis\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'both'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlabelsize\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m14\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 6\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 7\u001b[1;33m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mscatter\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcds\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'city'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'rooms'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcds\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'bern'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0ms\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m5\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcolor\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0.502\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m0.266\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m0.341\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 8\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 9\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\pandas\\core\\frame.py\u001b[0m in \u001b[0;36m__getitem__\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m 2978\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mnlevels\u001b[0m \u001b[1;33m>\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2979\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_getitem_multilevel\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2980\u001b[1;33m \u001b[0mindexer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 2981\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mis_integer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mindexer\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2982\u001b[0m \u001b[0mindexer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0mindexer\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\pandas\\core\\indexes\\base.py\u001b[0m in \u001b[0;36mget_loc\u001b[1;34m(self, key, method, tolerance)\u001b[0m\n\u001b[0;32m 2897\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2898\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2899\u001b[1;33m \u001b[1;32mreturn\u001b[0m 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\u001b[1;33m>\u001b[0m \u001b[1;36m1\u001b[0m \u001b[1;32mor\u001b[0m \u001b[0mindexer\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msize\u001b[0m \u001b[1;33m>\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32mpandas\\_libs\\index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n", + "\u001b[1;32mpandas\\_libs\\index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n", + "\u001b[1;32mpandas\\_libs\\hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n", + "\u001b[1;32mpandas\\_libs\\hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n", + "\u001b[1;31mKeyError\u001b[0m: 'city'" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.3 nr of announcements per day" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### TODO wenn zeit, diese tun" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Nr of announcements per day" + ] + }, + { + "cell_type": "code", + "execution_count": 437, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['object_type', 'price', 'price_wo_extras', 'extras', 'size', 'rooms',\n", + " 'floor', 'moovIn', 'balcony', 'lift', 'public_transport', 'shopping',\n", + " 'rating', 'adress', 'publication_date', 'city', 'DateofScrapping',\n", + " 'age', 'parking_out', 'pets_allowed', 'tv', 'kids_ok', 'KG', 'PS', 'SS',\n", + " 'highway', 'parking_in'],\n", + " dtype='object')" + ] + }, + "execution_count": 437, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 438, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([943., 512., 162., 81., 50., 67., 35., 31., 24., 22.]),\n", + " array([ 0., 19., 38., 57., 76., 95., 114., 133., 152., 171., 190.]),\n", + " )" + ] + }, + "execution_count": 438, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pubdate = ds[ds['publication_date'].isna()==False]\n", + "plt.hist('publication_date', data=pubdate)\n", + "\n", + "### is it geometrically distributed?" + ] + }, + { + "cell_type": "code", + "execution_count": 439, + "metadata": {}, + "outputs": [], + "source": [ + "### test goodnes of fit\n", + "from scipy.stats import poisson\n", + "from scipy.stats import norm\n", + "from scipy.stats import geom" + ] + }, + { + "cell_type": "code", + "execution_count": 440, + "metadata": {}, + "outputs": [], + "source": [ + "pub_freq=pubdate.groupby('publication_date').agg({'city':'count'}).rename(columns={'city':'counts'})\n", + "pub_freq=pub_freq.reset_index()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### a) assing a number of day instead of date:" + ] + }, + { + "cell_type": "code", + "execution_count": 441, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2020-02-26'" + ] + }, + "execution_count": 441, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pub_freq['publication_date'].min()\n", + "pub_freq['publication_date'].max()" + ] + }, + { + "cell_type": "code", + "execution_count": 442, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'2019-01-16': 407,\n", + " '2019-01-17': 406,\n", + " '2019-01-18': 405,\n", + " '2019-01-19': 404,\n", + " '2019-01-20': 403,\n", + " '2019-01-21': 402,\n", + " '2019-01-22': 401,\n", + " '2019-01-23': 400,\n", + " '2019-01-24': 399,\n", + " '2019-01-25': 398,\n", + " '2019-01-26': 397,\n", + " '2019-01-27': 396,\n", + " '2019-01-28': 395,\n", + " '2019-01-29': 394,\n", + " '2019-01-30': 393,\n", + " '2019-01-31': 392,\n", + " '2019-02-01': 391,\n", + " '2019-02-02': 390,\n", + " '2019-02-03': 389,\n", + " '2019-02-04': 388,\n", + " '2019-02-05': 387,\n", + " '2019-02-06': 386,\n", + " '2019-02-07': 385,\n", + " '2019-02-08': 384,\n", + " '2019-02-09': 383,\n", + " '2019-02-10': 382,\n", + " '2019-02-11': 381,\n", + " '2019-02-12': 380,\n", + " '2019-02-13': 379,\n", + " '2019-02-14': 378,\n", + " '2019-02-15': 377,\n", + " '2019-02-16': 376,\n", + " '2019-02-17': 375,\n", + " '2019-02-18': 374,\n", + " '2019-02-19': 373,\n", + " '2019-02-20': 372,\n", + " '2019-02-21': 371,\n", + " '2019-02-22': 370,\n", + " '2019-02-23': 369,\n", + " '2019-02-24': 368,\n", + " '2019-02-25': 367,\n", + " '2019-02-26': 366,\n", + " '2019-02-27': 365,\n", + " '2019-02-28': 364,\n", + " '2019-03-01': 363,\n", + " '2019-03-02': 362,\n", + " '2019-03-03': 361,\n", + " '2019-03-04': 360,\n", + " '2019-03-05': 359,\n", + " '2019-03-06': 358,\n", + " '2019-03-07': 357,\n", + " '2019-03-08': 356,\n", + " '2019-03-09': 355,\n", + " '2019-03-10': 354,\n", + " '2019-03-11': 353,\n", + " '2019-03-12': 352,\n", + " '2019-03-13': 351,\n", + " '2019-03-14': 350,\n", + " '2019-03-15': 349,\n", + " '2019-03-16': 348,\n", + " '2019-03-17': 347,\n", + " '2019-03-18': 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publication_datecountsnr_day
02019-01-161407
12019-02-011391
22019-02-181374
32019-02-261366
42019-03-012363
\n", + "
" + ], + "text/plain": [ + " publication_date counts nr_day\n", + "0 2019-01-16 1 407\n", + "1 2019-02-01 1 391\n", + "2 2019-02-18 1 374\n", + "3 2019-02-26 1 366\n", + "4 2019-03-01 2 363" + ] + }, + "execution_count": 443, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pub_freq['nr_day'] = pub_freq['publication_date'].map(dictdate)\n", + "pub_freq['nr_day']\n", + "pub_freq.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### b) calculate mean" + ] + }, + { + "cell_type": "code", + "execution_count": 444, + "metadata": {}, + "outputs": [], + "source": [ + "pub_freq['weighted_counts'] =pub_freq['nr_day']*pub_freq['counts']\n", + "mean_cal = pub_freq['weighted_counts'].sum()/pub_freq['counts'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 445, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "39.483134405812145" + ] + }, + "execution_count": 445, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mean_cal" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### d) exponential function" + ] + }, + { + "cell_type": "code", + "execution_count": 446, + "metadata": {}, + "outputs": [], + "source": [ + "p = 1/mean_cal\n", + "mean, var, skew, kurt = geom.stats(p, moments='mvsk')\n", + "mean\n", + "\n", + "geom.pmf(4, p)\n", + "func=geom(p)" + ] + }, + { + "cell_type": "code", + "execution_count": 447, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "x = np.arange(1,pub_freq['nr_day'].max())\n", + "plt.plot(geom.pmf(x,p),'bo', ms=2, label='geom pmf',color='red')\n", + "plt.plot(pub_freq['nr_day'],pub_freq['counts']/pub_freq['counts'].sum(),'bo', ms=3, label='real_dots', color=(0.502, 0.266,0.341))\n", + "\n", + "plt.hlines(y=(0,0.01, 0.02,0.03,0.04,0.05,), xmin=-0.5, xmax=5.5, color=[(0.85,0.85,0.85)], zorder=1) ## grey horizontal lines\n", + "plt.xlabel('nr. of days announcedon on plattform\"', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('% still announced on plattform', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['exponential distribution', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('fig1.png', bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### e) check goodness of fit" + ] + }, + { + "cell_type": "code", + "execution_count": 448, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Power_divergenceResult(statistic=2.8914873092385345, pvalue=1.0)" + ] + }, + "execution_count": 448, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from scipy.stats import chisquare\n", + "chisquare(pub_freq['counts']/pub_freq['counts'].sum(), f_exp=geom.pmf(pub_freq['nr_day'],p))" + ] + }, + { + "cell_type": "code", + "execution_count": 449, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "KstestResult(statistic=1.0, pvalue=0.0)" + ] + }, + "execution_count": 449, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from scipy.stats import kstest\n", + "kstest(pub_freq['counts']/pub_freq['counts'].sum(), func.cdf)\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## TODO \n", + "check statistics what is wrong??" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 4. Price" + ] + }, + { + "cell_type": "code", + "execution_count": 450, + "metadata": {}, + "outputs": [], + "source": [ + "#### correlation matrix" + ] + }, + { + "cell_type": "code", + "execution_count": 451, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "price 1.000000\n", + "price_wo_extras 0.997475\n", + "extras 0.692814\n", + "size 0.774922\n", + "rooms 0.617574\n", + "floor 0.109647\n", + "public_transport -0.049212\n", + "shopping -0.002304\n", + "rating -0.246659\n", + "age 0.022925\n", + "KG -0.061835\n", + "PS -0.025195\n", + "SS -0.073029\n", + "highway 0.039282\n", + "Name: price, dtype: float64" + ] + }, + "execution_count": 451, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.corr()['price'].dropna()" + ] + }, + { + "cell_type": "code", + "execution_count": 452, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1674" + ] + }, + "execution_count": 452, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_corr=ds[(ds['price'].isna()==False) & (ds['size'].isna()==False) & (ds['price']<= 10000)& (ds['size']<= 200)]\n", + "ds_corr.shape[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4.1 Linear regression" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 4.1.1 on size" + ] + }, + { + "cell_type": "code", + "execution_count": 453, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "22.94\n" + ] + }, + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 453, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['size']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['size']\n", + "print(round(slope,2))\n", + "round(p_value*100,2)" + ] + }, + { + "cell_type": "code", + "execution_count": 454, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "\n", + "plt.scatter(X, Y, s=5, color=(0.502, 0.266,0.341))\n", + "plt.plot(X, Y_pred, color='red')\n", + "\n", + "\n", + "plt.xlabel('size in m2', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('price in CHF', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['regression line', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('fig2_price_size.png', bbox_inches='tight')\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 4.1.2 on room numbers" + ] + }, + { + "cell_type": "code", + "execution_count": 455, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "519.69\n" + ] + }, + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 455, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['rooms']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['rooms']\n", + "print(round(slope,2))\n", + "round(p_value*100,2)" + ] + }, + { + "cell_type": "code", + "execution_count": 456, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "519.69\n" + ] + }, + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 456, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['rooms']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['rooms']\n", + "print(round(slope,2))\n", + "round(p_value*100,3)" + ] + }, + { + "cell_type": "code", + "execution_count": 457, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "\n", + "plt.scatter(X, Y, s=5, color=(0.502, 0.266,0.341))\n", + "plt.plot(X, Y_pred, color='red')\n", + "\n", + "\n", + "plt.xlabel('nr of rooms', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('price in CHF', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['regression line', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('fig3_price_room.png', bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 4.1.3 on floor" + ] + }, + { + "cell_type": "code", + "execution_count": 458, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1740" + ] + }, + "execution_count": 458, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_corr=ds[(ds['price'].isna()==False) & (ds['floor'].isna()==False) & (ds['price']<= 10000)& (ds['floor']<= 10)]\n", + "ds_corr.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 459, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "51.05\n" + ] + }, + { + "data": { + "text/plain": [ + "0.02" + ] + }, + "execution_count": 459, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['floor']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['floor']\n", + "print(round(slope,2))\n", + "round(p_value*100,3)" + ] + }, + { + "cell_type": "code", + "execution_count": 460, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "\n", + "plt.scatter(X, Y, s=5, color=(0.502, 0.266,0.341))\n", + "plt.plot(X, Y_pred, color='red')\n", + "\n", + "\n", + "plt.xlabel('nth floor', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('price in CHF', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['regression line', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('fig3_price_floor.png', bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4.2 Multivariate Regression" + ] + }, + { + "cell_type": "code", + "execution_count": 461, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.linear_model import LinearRegression" + ] + }, + { + "cell_type": "code", + "execution_count": 462, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1446" + ] + }, + "execution_count": 462, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_corr=ds[(ds['price'].isna()==False) & (ds['size'].isna()==False)& (ds['rooms'].isna()==False)& (ds['floor'].isna()==False) & (ds['price']<= 10000)& (ds['floor']<= 10)]\n", + "ds_corr.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 463, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Intercept: 359.5001431615524\n", + "Coef: [22.73056022 5.7523902 19.56878744]\n" + ] + } + ], + "source": [ + "Y = ds_corr['price']\n", + "X = ds_corr[['size', 'rooms','floor']]\n", + "lm = LinearRegression()\n", + "model = lm.fit(X,Y)\n", + "\n", + "print(\"Intercept: \", lm.intercept_)\n", + "print(\"Coef: \", lm.coef_)\n", + "\n", + "predictions = lm.predict(X)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5.extra" + ] + }, + { + "cell_type": "code", + "execution_count": 471, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['object_type', 'price', 'price_wo_extras', 'extras', 'size', 'rooms',\n", + " 'floor', 'moovIn', 'balcony', 'lift', 'public_transport', 'shopping',\n", + " 'rating', 'adress', 'publication_date', 'city', 'DateofScrapping',\n", + " 'age', 'parking_out', 'pets_allowed', 'tv', 'kids_ok', 'KG', 'PS', 'SS',\n", + " 'highway', 'parking_in'],\n", + " dtype='object')" + ] + }, + "execution_count": 471, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 477, + "metadata": {}, + "outputs": [], + "source": [ + "counts=ds[['balcony', 'lift', 'public_transport', 'shopping', 'parking_out', 'pets_allowed', 'tv', 'kids_ok', 'KG', 'PS', 'SS','highway', 'parking_in']].count()" + ] + }, + { + "cell_type": "code", + "execution_count": 479, + "metadata": {}, + "outputs": [], + "source": [ + "ds.to_csv('./Data/counts.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.ipynb_checkpoints/3.Statistics-checkpoint.ipynb b/your-project/.ipynb_checkpoints/3.Statistics-checkpoint.ipynb new file mode 100644 index 0000000..cd34705 --- /dev/null +++ b/your-project/.ipynb_checkpoints/3.Statistics-checkpoint.ipynb @@ -0,0 +1,3396 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Descriptive Statistics and Inferential Statistics" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Descirptive Statistics\n", + " 1.1 DS\n", + " 1.2 Conclusion\n", + "\n", + "2. Compare Cities\n", + " \n", + " 2.1 Price\n", + " \n", + " 2.2 Size (Rooms and m2)\n", + "\n", + "\n", + "3. Distribution of Publication Date\n", + "\n", + "\n", + "4. Price\n", + "\n", + " correlation with size and room number and also floor\n", + "\n", + "\n", + "5. Additional Ideas / Plots\n", + " \n", + " 5.1 most common features (just a plot in tableau)\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "metadata": {}, + "outputs": [], + "source": [ + "import math\n", + "import time\n", + "import re\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from scipy.stats import ttest_1samp, ttest_rel, ttest_ind\n", + "from scipy.stats import f_oneway\n", + "from scipy import stats" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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object_typepriceprice_wo_extrasextrassizeroomsfloormoovInbalconylift...ageparking_outpets_allowedtvkids_okKGPSSShighwayparking_in
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...1965.01.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NaNNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600.0NaNNaN1.0NaNNaNNaNNaNNaNNaN
\n", + "

5 rows × 27 columns

\n", + "
" + ], + "text/plain": [ + " object_type price price_wo_extras extras size rooms floor \\\n", + "23016581 Wohnung 1480.0 1240.0 240.0 68.0 3.0 2.0 \n", + "23016600 Wohnung 3500.0 3200.0 300.0 140.0 5.0 2.0 \n", + "23014342 Wohnung 1710.0 1470.0 240.0 73.0 3.5 NaN \n", + "23017350 Wohnung 1180.0 1030.0 150.0 NaN 2.0 1.0 \n", + "23016559 Wohnung 1360.0 1230.0 130.0 44.0 2.5 3.0 \n", + "\n", + " moovIn balcony lift ... age parking_out pets_allowed \\\n", + "23016581 01.05.2020 1.0 1.0 ... NaN NaN NaN \n", + "23016600 01.05.2020 1.0 1.0 ... NaN NaN NaN \n", + "23014342 01.03.2020 1.0 1.0 ... 1965.0 1.0 1.0 \n", + "23017350 01.05.2020 1.0 NaN ... NaN NaN NaN \n", + "23016559 01.06.2020 NaN NaN ... 1600.0 NaN NaN \n", + "\n", + " tv kids_ok KG PS SS highway parking_in \n", + "23016581 NaN NaN NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 NaN NaN \n", + "23017350 NaN NaN 350.0 NaN NaN 1000.0 NaN \n", + "23016559 1.0 NaN NaN NaN NaN NaN NaN \n", + "\n", + "[5 rows x 27 columns]" + ] + }, + "execution_count": 88, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds= pd.read_csv('./Data/c_flats_clean.csv', index_col=0)\n", + "ds.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Descriptive Statistics" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.1 DS" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [], + "source": [ + "#pip install pandas-profiling[notebook,html]" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [], + "source": [ + "from pandas_profiling import ProfileReport" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\haenni\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\pandas_profiling\\model\\correlations.py:35: RuntimeWarning: invalid value encountered in double_scalars\n", + " return np.sqrt(phi2corr / min((kcorr - 1.0), (rcorr - 1.0)))\n" + ] + } + ], + "source": [ + "profile = ProfileReport(ds, title='Pandas Profiling Report')" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " )" + ] + }, + "execution_count": 111, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pubdate = ds[ds['publication_date'].isna()==False]\n", + "plt.hist('publication_date', data=pubdate)\n", + "\n", + "### is it geometrically distributed?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.1 All cities" + ] + }, + { + "cell_type": "code", + "execution_count": 112, + "metadata": {}, + "outputs": [], + "source": [ + "### test goodnes of fit\n", + "from scipy.stats import poisson\n", + "from scipy.stats import norm\n", + "from scipy.stats import geom" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "metadata": {}, + "outputs": [], + "source": [ + "pub_freq=pubdate.groupby('publication_date').agg({'city':'count'}).rename(columns={'city':'counts'})\n", + "pub_freq=pub_freq.reset_index()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### a) assing a in for \"nr of days on platform\" instead of date:" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2020-02-26'" + ] + }, + "execution_count": 114, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pub_freq['publication_date'].min()\n", + "pub_freq['publication_date'].max()" + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'2019-01-16': 407,\n", + " '2019-01-17': 406,\n", + " '2019-01-18': 405,\n", + " '2019-01-19': 404,\n", + " '2019-01-20': 403,\n", + " '2019-01-21': 402,\n", + " '2019-01-22': 401,\n", + " '2019-01-23': 400,\n", + " '2019-01-24': 399,\n", + " '2019-01-25': 398,\n", + " '2019-01-26': 397,\n", + " '2019-01-27': 396,\n", + " '2019-01-28': 395,\n", + " '2019-01-29': 394,\n", + " '2019-01-30': 393,\n", + " '2019-01-31': 392,\n", + " '2019-02-01': 391,\n", + " '2019-02-02': 390,\n", + " '2019-02-03': 389,\n", + " '2019-02-04': 388,\n", + " 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publication_datecountsnr_day
02019-01-161407
12019-02-011391
22019-02-181374
32019-02-261366
42019-03-012363
\n", + "
" + ], + "text/plain": [ + " publication_date counts nr_day\n", + "0 2019-01-16 1 407\n", + "1 2019-02-01 1 391\n", + "2 2019-02-18 1 374\n", + "3 2019-02-26 1 366\n", + "4 2019-03-01 2 363" + ] + }, + "execution_count": 116, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pub_freq['nr_day'] = pub_freq['publication_date'].map(dictdate)\n", + "pub_freq['nr_day']\n", + "pub_freq.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### b) calculate mean" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "metadata": {}, + "outputs": [], + "source": [ + "pub_freq['weighted_counts'] =pub_freq['nr_day']*pub_freq['counts']\n", + "mean_cal = pub_freq['weighted_counts'].sum()/pub_freq['counts'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "39.483134405812145" + ] + }, + "execution_count": 118, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mean_cal" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### d) exponential function" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "metadata": {}, + "outputs": [], + "source": [ + "p = 1/mean_cal\n", + "mean, var, skew, kurt = geom.stats(p, moments='mvsk')\n", + "mean\n", + "\n", + "geom.pmf(4, p)\n", + "func=geom(p)" + ] + }, + { + "cell_type": "code", + "execution_count": 159, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "x = np.arange(1,pub_freq['nr_day'].max())\n", + "plt.plot(geom.pmf(x,p),'bo', ms=2, label='geom pmf',color='red')\n", + "plt.bar(pub_freq['nr_day'],pub_freq['counts']/pub_freq['counts'].sum(), color=(0.502, 0.266,0.341))\n", + "\n", + "plt.hlines(y=(0,0.01, 0.02,0.03,0.04,0.05,), xmin=-0.5, xmax=5.5, color=[(0.85,0.85,0.85)], zorder=1) ## grey horizontal lines\n", + "plt.xlabel('nr. of days announcedon on plattform\"', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('% still announced on plattform', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['exponential distribution', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('./Figures/fig1_dist.png', bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### e) check goodness of fit" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Power_divergenceResult(statistic=2.8914873092385345, pvalue=1.0)" + ] + }, + "execution_count": 121, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from scipy.stats import chisquare\n", + "chisquare(pub_freq['counts']/pub_freq['counts'].sum(), f_exp=geom.pmf(pub_freq['nr_day'],p))" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Null hypothesis can't be rejected\n" + ] + }, + { + "data": { + "text/plain": [ + "2029.2113094260997" + ] + }, + "execution_count": 156, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "observed_values=pub_freq['counts']/pub_freq['counts'].sum()\n", + "expected_values=geom.pmf(pub_freq['nr_day'],p)\n", + "\n", + "chi = sum((observed_values - expected_values)**2 / expected_values) # fill with code and data\n", + "dof = pub_freq['counts'].sum()-1\n", + "alpha = 0.05\n", + "\n", + "critical_value = stats.chi2.ppf(q = 1 - alpha, df = dof) # ppf: Percent Point Function\n", + "print(\"Null hypothesis rejected\") if critical_value < chi else print(\"Null hypothesis can't be rejected\")\n", + "critical_value" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.2 distinct mean" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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publication_datecitycounts
02019-01-16luzern1
12019-02-01luzern1
22019-02-18luzern1
32019-02-26luzern1
42019-03-01luzern2
............
3142020-02-25luzern7
3152020-02-25zuerich55
3162020-02-26bern4
3172020-02-26luzern19
3182020-02-26zuerich75
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319 rows × 3 columns

\n", + "
" + ], + "text/plain": [ + " publication_date city counts\n", + "0 2019-01-16 luzern 1\n", + "1 2019-02-01 luzern 1\n", + "2 2019-02-18 luzern 1\n", + "3 2019-02-26 luzern 1\n", + "4 2019-03-01 luzern 2\n", + ".. ... ... ...\n", + "314 2020-02-25 luzern 7\n", + "315 2020-02-25 zuerich 55\n", + "316 2020-02-26 bern 4\n", + "317 2020-02-26 luzern 19\n", + "318 2020-02-26 zuerich 75\n", + "\n", + "[319 rows x 3 columns]" + ] + }, + "execution_count": 122, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pub_freq=pubdate.groupby(['publication_date','city']).agg({'city':'count'}).rename(columns={'city':'counts'})\n", + "pub_freq=pub_freq.reset_index()\n", + "pub_freq" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "metadata": {}, + "outputs": [], + "source": [ + "## assing days with dict from above\n", + "dictdate\n", + "pub_freq['nr_day'] = pub_freq['publication_date'].map(dictdate)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "metadata": {}, + "outputs": [], + "source": [ + "## t stats:\n", + "pub_freq_lu = pub_freq[pub_freq['city']=='luzern'][['nr_day','counts']]\n", + "pub_freq_be = pub_freq[pub_freq['city']=='bern'][['nr_day','counts']]\n", + "pub_freq_zh = pub_freq[pub_freq['city']=='zuerich'][['nr_day','counts']]\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "metadata": {}, + "outputs": [], + "source": [ + "from statsmodels.stats.weightstats import DescrStatsW\n", + "from statsmodels.stats.weightstats import ttest_ind as w_ttest_ind\n" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-15.646766503206294, 5.490988621128271e-47, 641.9462093789452)" + ] + }, + "execution_count": 126, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## t-test\n", + "w_ttest_ind(pub_freq_lu['nr_day'], pub_freq_be['nr_day'], usevar='unequal', weights=(pub_freq_lu['counts'], pub_freq_be['counts']))\n", + "w_ttest_ind(pub_freq_zh['nr_day'], pub_freq_be['nr_day'], usevar='unequal', weights=(pub_freq_zh['counts'], pub_freq_be['counts']))\n", + "w_ttest_ind(pub_freq_zh['nr_day'], pub_freq_lu['nr_day'], usevar='unequal', weights=(pub_freq_zh['counts'], pub_freq_lu['counts']))" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "66.82295081967213" + ] + }, + "execution_count": 127, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## means\n", + "dzh = DescrStatsW(pub_freq_zh['nr_day'], weights=pub_freq_zh['counts'])\n", + "dbe = DescrStatsW(pub_freq_be['nr_day'], weights=pub_freq_be['counts'])\n", + "dlu = DescrStatsW(pub_freq_lu['nr_day'], weights=pub_freq_lu['counts'])\n", + "dzh.mean\n", + "dbe.mean\n", + "dlu.mean" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "metadata": {}, + "outputs": [], + "source": [ + "## for plot\n", + "means_days = pd.DataFrame.from_dict({'zuerich': dzh.mean, 'bern': dbe.mean, 'luzern': dlu.mean}, orient='index')\n", + "means_days\n", + "means_days.to_csv('./Data/means_days.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 4. Price" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "metadata": {}, + "outputs": [], + "source": [ + "#### correlation matrix" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "price 1.000000\n", + "price_wo_extras 0.997475\n", + "extras 0.692814\n", + "size 0.774922\n", + "rooms 0.617574\n", + "floor 0.109647\n", + "public_transport -0.049212\n", + "shopping -0.002304\n", + "rating -0.246659\n", + "age 0.022925\n", + "KG -0.061835\n", + "PS -0.025195\n", + "SS -0.073029\n", + "highway 0.039282\n", + "Name: price, dtype: float64" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.corr()['price'].dropna()" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1674" + ] + }, + "execution_count": 131, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_corr=ds[(ds['price'].isna()==False) & (ds['size'].isna()==False) & (ds['price']<= 10000)& (ds['size']<= 200)]\n", + "ds_corr.shape[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4.1 Linear regression" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 4.1.1 on size" + ] + }, + { + "cell_type": "code", + "execution_count": 161, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "22.96\n" + ] + }, + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 161, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['size']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['size']\n", + "print(round(slope,2))\n", + "round(p_value*100,2)" + ] + }, + { + "cell_type": "code", + "execution_count": 162, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "\n", + "plt.scatter(X, Y, s=5, color=(0.502, 0.266,0.341))\n", + "plt.plot(X, Y_pred, color='red')\n", + "\n", + "\n", + "plt.xlabel('size in m2', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('price in CHF', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['regression line', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('./Figures/fig2_price_size.png', bbox_inches='tight')\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 4.1.2 on room numbers" + ] + }, + { + "cell_type": "code", + "execution_count": 163, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "552.03\n" + ] + }, + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 163, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['rooms']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['rooms']\n", + "print(round(slope,2))\n", + "round(p_value*100,2)" + ] + }, + { + "cell_type": "code", + "execution_count": 164, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "552.03\n" + ] + }, + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 164, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['rooms']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['rooms']\n", + "print(round(slope,2))\n", + "round(p_value*100,3)" + ] + }, + { + "cell_type": "code", + "execution_count": 165, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "\n", + "plt.scatter(X, Y, s=5, color=(0.502, 0.266,0.341))\n", + "plt.plot(X, Y_pred, color='red')\n", + "\n", + "\n", + "plt.xlabel('nr of rooms', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('price in CHF./Figures/', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['regression line', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('./Figures/fig3_price_room.png', bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 4.1.3 on floor" + ] + }, + { + "cell_type": "code", + "execution_count": 166, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1740" + ] + }, + "execution_count": 166, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_corr=ds[(ds['price'].isna()==False) & (ds['floor'].isna()==False) & (ds['price']<= 10000)& (ds['floor']<= 10)]\n", + "ds_corr.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 167, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "51.05\n" + ] + }, + { + "data": { + "text/plain": [ + "0.02" + ] + }, + "execution_count": 167, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['floor']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['floor']\n", + "print(round(slope,2))\n", + "round(p_value*100,3)" + ] + }, + { + "cell_type": "code", + "execution_count": 168, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "\n", + "plt.scatter(X, Y, s=5, color=(0.502, 0.266,0.341))\n", + "plt.plot(X, Y_pred, color='red')\n", + "\n", + "\n", + "plt.xlabel('nth floor', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('price in CHF', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['regression line', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('./Figures/fig4_price_floor.png', bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4.2 Multivariate Regression" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.linear_model import LinearRegression" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1446" + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_corr=ds[(ds['price'].isna()==False) & (ds['size'].isna()==False)& (ds['rooms'].isna()==False)& (ds['floor'].isna()==False) & (ds['price']<= 10000)& (ds['floor']<= 10)]\n", + "ds_corr.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Intercept: 359.5001431615524\n", + "Coef: [22.73056022 5.7523902 19.56878744]\n" + ] + } + ], + "source": [ + "Y = ds_corr['price']\n", + "X = ds_corr[['size', 'rooms','floor']]\n", + "lm = LinearRegression()\n", + "model = lm.fit(X,Y)\n", + "\n", + "print(\"Intercept: \", lm.intercept_)\n", + "print(\"Coef: \", lm.coef_)\n", + "\n", + "predictions = lm.predict(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [], + "source": [ + "import statsmodels.api as sm\n", + "from scipy import stats" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: price R-squared: 0.597\n", + "Model: OLS Adj. R-squared: 0.597\n", + "Method: Least Squares F-statistic: 713.1\n", + "Date: Fri, 28 Feb 2020 Prob (F-statistic): 3.27e-284\n", + "Time: 10:54:27 Log-Likelihood: -11537.\n", + "No. Observations: 1446 AIC: 2.308e+04\n", + "Df Residuals: 1442 BIC: 2.310e+04\n", + "Df Model: 3 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 359.5001 53.119 6.768 0.000 255.302 463.699\n", + "size 22.7306 0.859 26.454 0.000 21.045 24.416\n", + "rooms 5.7524 25.233 0.228 0.820 -43.745 55.250\n", + "floor 19.5688 9.846 1.987 0.047 0.254 38.884\n", + "==============================================================================\n", + "Omnibus: 466.986 Durbin-Watson: 1.415\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 2501.163\n", + "Skew: 1.408 Prob(JB): 0.00\n", + "Kurtosis: 8.795 Cond. No. 258.\n", + "==============================================================================\n", + "\n", + "Warnings:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\haenni\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\numpy\\core\\fromnumeric.py:2389: FutureWarning: Method .ptp is deprecated and will be removed in a future version. Use numpy.ptp instead.\n", + " return ptp(axis=axis, out=out, **kwargs)\n" + ] + } + ], + "source": [ + "X2 = sm.add_constant(X)\n", + "est = sm.OLS(Y, X2)\n", + "est2 = est.fit()\n", + "print(est2.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5.extra" + ] + }, + { + "cell_type": "code", + "execution_count": 471, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['object_type', 'price', 'price_wo_extras', 'extras', 'size', 'rooms',\n", + " 'floor', 'moovIn', 'balcony', 'lift', 'public_transport', 'shopping',\n", + " 'rating', 'adress', 'publication_date', 'city', 'DateofScrapping',\n", + " 'age', 'parking_out', 'pets_allowed', 'tv', 'kids_ok', 'KG', 'PS', 'SS',\n", + " 'highway', 'parking_in'],\n", + " dtype='object')" + ] + }, + "execution_count": 471, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 477, + "metadata": {}, + "outputs": [], + "source": [ + "counts=ds[['balcony', 'lift', 'public_transport', 'shopping', 'parking_out', 'pets_allowed', 'tv', 'kids_ok', 'KG', 'PS', 'SS','highway', 'parking_in']].count()" + ] + }, + { + "cell_type": "code", + "execution_count": 482, + "metadata": {}, + "outputs": [], + "source": [ + "counts.to_csv('./Data/counts.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 480, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "balcony 1172\n", + "lift 879\n", + "public_transport 977\n", + "shopping 964\n", + "parking_out 356\n", + "pets_allowed 440\n", + "tv 906\n", + "kids_ok 363\n", + "KG 586\n", + "PS 599\n", + "SS 390\n", + "highway 411\n", + "parking_in 458\n", + "dtype: int64" + ] + }, + "execution_count": 480, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.ipynb_checkpoints/BernScrapping-checkpoint.ipynb b/your-project/.ipynb_checkpoints/BernScrapping-checkpoint.ipynb new file mode 100644 index 0000000..5a63e80 --- /dev/null +++ b/your-project/.ipynb_checkpoints/BernScrapping-checkpoint.ipynb @@ -0,0 +1,5500 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Web Scrapping Comparis" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "from selenium import webdriver\n", + "from selenium.webdriver.common.keys import Keys\n", + "from selenium.webdriver.common.action_chains import ActionChains\n", + "from selenium.webdriver.chrome.options import Options\n", + "from getpass import getpass\n", + "import csv\n", + "import requests\n", + "from bs4 import BeautifulSoup\n", + "import re\n", + "import pandas as pd\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Get the links for all flats announced in City X" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=0'" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# select city and define url\n", + "city = 'Bern'.lower()\n", + "url = \"https://www.comparis.ch/immobilien/marktplatz/\"+city+\"/wohnung/mieten?page=0\"\n", + "url" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "wdpath = \"chromedriver\"\n", + "driver = webdriver.Chrome(wdpath)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.1 Webscrapping for page 1" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "url=\"https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2\"\n", + "driver.get(url)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "## minimize the size of the side, so that we get all the links\n", + "driver.execute_script(\"document.body.style.zoom = '0.1'\")" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "flats_link = driver.find_elements_by_class_name(\"excbu0j3\")" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/3-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.instagram.com/comparis_ch/',\n", + " 'https://www.comparis.ch/immobilien/result/favoritelist',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/studio/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/moebilierte-wohnung/mieten',\n", + " 'https://it.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/comparis/info/legal',\n", + " 'https://www.linkedin.com/company/comparis.ch-ag',\n", + " 'https://fr.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/weissenbuehl/wohnung/mieten',\n", + " 'https://www.comparis.ch/comparis/newsletter/subscribe',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.facebook.com/comparis.ch',\n", + " 'https://www.comparis.ch/magazin',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/lorraine/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/5-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/comparis/karriere/jobs',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/haus/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2#top',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=4',\n", + " 'https://www.comparis.ch/comparis/press/default',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295',\n", + " 'https://www.comparis.ch/comparis/info/kontakt',\n", + " 'https://www.comparis.ch/Authentication/Login?successUrl=/immobilien/marktplatz/bern/wohnung/mieten',\n", + " 'https://www.snapchat.com/add/comparis.ch',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016581',\n", + " 'https://www.comparis.ch/wohnen',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/loft/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wg-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " None,\n", + " 'https://www.comparis.ch/comparis/press/impressum',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=3',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/maisonette/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/kirchenfeld/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/4-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=78',\n", + " 'https://www.comparis.ch/ueber-comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=5',\n", + " 'https://en.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/comparis/info/privacy',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/bastelraum/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23017350',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/1-zimmer/mieten',\n", + " 'https://www.youtube.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/dachwohnung/mieten',\n", + " 'https://www.comparis.ch/',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/attika/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/einzelzimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/parkplatz-garage/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=1',\n", + " 'https://twitter.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/2-zimmer/mieten']" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + "flat_links" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23016581',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23017350',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295']" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links = list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + "\n", + "links" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10\n" + ] + } + ], + "source": [ + "print(len(links))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.2. Get number of result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "78" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#amount of links\n", + "nr = list(set([x[-3:] if len(str(re.findall('page', str(x))))>=3 else 0 for x in flat_links]))[0:]\n", + "\n", + "\n", + "nrlis = [\"\".join(re.findall('[0-9]', str(x))) for x in nr]\n", + "resultpages=int(max(nrlis))\n", + "resultpages\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.3 Get links from flats from all the result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "urlOhnePage = url[:-1]\n", + "for i in range(1, (resultpages-1)):\n", + " page_url = urlOhnePage + str(i)\n", + " driver.get(page_url)\n", + " driver.execute_script(\"document.body.style.zoom = '0.1'\")\n", + " time.sleep(2.342)\n", + " flats_link = driver.find_elements_by_class_name(\"excbu0j3\")\n", + " flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + " lin= list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + " for x in lin: \n", + " links.append(x)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.4 Save lis of links to a csv" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "722" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.DataFrame(links, columns =['link'])\n", + "linklist.to_csv('./Data/links_'+city+'.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Detailed Infos for each flat " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.1 Load Links and change type to list" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.read_csv('./Data/links_'+city+'.csv', index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "linklist=list(linklist['link'])" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "722" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(linklist)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.2 Infos for one flat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.0 get soup" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "\n", + "\n", + "3 Zimmer Wohnung in 3007 Bern – Immobilienmarkt von comparis.ch\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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Die neusten Angebote zu Ihrer Suche per E-Mail.

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\n", + " Ihr Suchabo ist jetzt aktiviert. Sie können es jederzeit anpassen. Alle Informationen haben wir Ihnen per E-Mail zugesendet.\n", + "\n", + "
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Bitte bestätigen Sie Ihre Newsletter-Anmeldung. Klicken Sie dazu auf den Link in der Ihnen eben zugeschickten E-Mail. \n", + "
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Wohnung, viel Stauraum, Loryplatz (ab 15. April od. 1. Mai)

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Konsumstrasse 8, 3007 Bern

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Objektart

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Zimmer

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Wohnfläche

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Alternative zum Mietzinsdepot – Die Mietkaution\n", + "

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Details

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Beschreibung

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- 3 Zimmer
- Bad mit Badewanne
- einfache Küche
- Kellerabteil + Estrich + Fahrradkeller
- sonniger Balkon
- nähe Stadtzentrum, 15 min. zu Fuss zum HBF
- Coop + Denner um die Ecke
- Bar, Pizza, Kiosk um die Ecke
- leise Heizung (kein blubbern oder sowas)
- Reduit im Eingangsbereich
- wenn gewünscht mit Deckenventilator.

Diese nette Wohnung werde ich am Anfang April zugunsten meiner neuen 2 1/2 Zimmerwohnung aufge...\n", + "
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Services

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Mietkaution für dieses Objekt ab
ca. CHF 187 /Jahr

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Immobilienpreise
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Miet- und Kaufpreise aus Inseraten der letzten 5 Jahre.

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Umzugsratgeber
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Der Umzugsratgeber von Comparis führt Sie in fünf Schritten von der Planung bis in die neue Wohnung.

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Weitere Angebote

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Login
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23016581
citybern
DateofScrapping26.02.2020
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" + ], + "text/plain": [ + " 23016581\n", + "city bern\n", + "DateofScrapping 26.02.2020" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + "source" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.1 Adress and Date of Publication" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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adressKonsumstrasse 8, 3007 Bern
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Riedbachstrasse 80, 3027 Bern

\n", + "\n", + "\"\"\"\n", + "adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + "if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + "else:\n", + " adress = {'adress': adress_soup[0].text}\n", + "adress\n", + "adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "adress" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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publication_date25.02.2020
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" + ], + "text/plain": [ + " 23016581\n", + "publication_date 25.02.2020" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Date of Publication\n", + "\n", + "\"\"\"\n", + "
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  • \n", + " Erstmals gefunden am 26.02.2020\n", + "
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ratingNaN
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" + ], + "text/plain": [ + " 23016581\n", + "rating NaN" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#### rating\n", + "\"\"\"\n", + "
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\n", + "\"\"\"\n", + "rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + "if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + "else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + "rating\n", + "rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "rating" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rating_soup" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.4 Detailed overview (second smaller table)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23016581
ObjektartWohnung
MietpreisproMonat1480
MietpreisproMonat(exkl.NK)1240
Nebenkosten240
Wohnfläche68
Zimmer3
Geschoss2.Stock
Verfügbarab01.05.2020
Balkon(e)1
Lift1
AltesGebäude1
ÖV-Haltestelle40m
Einkaufsmöglichkeit50m
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" + ], + "text/plain": [ + " 23016581\n", + "Objektart Wohnung\n", + "MietpreisproMonat 1480\n", + "MietpreisproMonat(exkl.NK) 1240\n", + "Nebenkosten 240\n", + "Wohnfläche 68\n", + "Zimmer 3\n", + "Geschoss 2.Stock\n", + "Verfügbarab 01.05.2020\n", + "Balkon(e) 1\n", + "Lift 1\n", + "AltesGebäude 1\n", + "ÖV-Haltestelle 40m\n", + "Einkaufsmöglichkeit 50m" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "infos_soup = soup2.find_all('dl')\n", + "\n", + "### Categorie name\n", + "info1=[]\n", + "for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + "\n", + "info1\n", + "\n", + "### actual info\n", + "\n", + "info2=[]\n", + "for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + "\n", + "info2\n", + "\n", + "info={}\n", + "for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + "\n", + "info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + "info\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### 2.6 to one column" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ds=pd.concat([info, rating, adress, publication_date, source])" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)LiftAltesGebäudeÖV-HaltestelleEinkaufsmöglichkeitratingadresspublication_datecityDateofScrapping
23016581Wohnung148012402406832.Stock01.05.202011140m50mNaNKonsumstrasse 8, 3007 Bern25.02.2020bern26.02.2020
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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "23016581 Wohnung 1480 1240 240 \n", + "\n", + " Wohnfläche Zimmer Geschoss Verfügbarab Balkon(e) Lift AltesGebäude \\\n", + "23016581 68 3 2.Stock 01.05.2020 1 1 1 \n", + "\n", + " ÖV-Haltestelle Einkaufsmöglichkeit rating \\\n", + "23016581 40m 50m NaN \n", + "\n", + " adress publication_date city DateofScrapping \n", + "23016581 Konsumstrasse 8, 3007 Bern 25.02.2020 bern 26.02.2020 " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = ds.transpose()\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3. Repeat for other flats" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "https://www.comparis.ch/immobilien/marktplatz/details/show/23016581\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23016600\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23014342\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23017350\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23016559\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23014346\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23016606\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23014344\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23014339\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23018295\n", + 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"https://www.comparis.ch/immobilien/marktplatz/details/show/22328369\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22578963\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22346226\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22722696\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22610220\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22326622\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22328345\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22107205\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22301091\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22961200\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22325244\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22304574\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22716579\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22325850\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22974344\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22535293\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22325049\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22245660\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22813817\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22278582\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22223188\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22174564\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22716587\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22289612\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22282206\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22165824\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22113363\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22162875\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22174663\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22704023\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024429\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22166496\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22102056\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22169278\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22282746\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22075997\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22690489\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22434945\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22051276\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22938265\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22839517\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22093542\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22091417\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22048431\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22075998\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21831302\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22021641\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20460607\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22716594\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22925669\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21822678\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20823056\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22234055\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21822676\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21988062\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22965465\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21728072\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21822674\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21786260\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22984740\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21480256\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22716595\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21288148\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21805866\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21717612\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21373623\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21867110\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22174563\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22919634\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22749461\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21480203\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21056128\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21202121\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21161839\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20842281\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "for x in linklist:\n", + " print(x)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23017350',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023602',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023377',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023371',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020985',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020983',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023376',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023374',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23022989',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018279',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018904',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016581',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23017350',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014336',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012211',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014335',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012690',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012299',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012149',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012863',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012147',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012689',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024824',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23010526',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011226',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011219',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011217',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011230',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011216',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012103',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011229',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011220',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018298',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009321',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011795',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23008236',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23010040',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009241',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009096',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23008832',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009245',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009092',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012360',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001635',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023375',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23004548',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23003638',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23003778',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001358',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23007278',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001357',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23004647',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23008032',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23000701',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996918',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23000224',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999678',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23000765',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001261',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22998916',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999694',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999794',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996209',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22995891',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/18016327',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996108',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996914',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996295',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23005365',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996913',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22995468',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996912',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992739',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992547',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992825',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22993702',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22995364',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999034',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992694',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992548',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992763',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992939',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22991121',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992542',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22990768',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992695',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22991787',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992543',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992351',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992693',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992349',\n", + " 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"https://www.comparis.ch/immobilien/marktplatz/details/show/21202121\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21161839\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20842281\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "for x in link:\n", + " print(x)\n", + " # get soup (2.1):\n", + " html2 = requests.get(x).content\n", + " soup2 = BeautifulSoup(html2, \"lxml\")\n", + " nr = int(x[-8:]) \n", + " # get id:\n", + " nr = int(x[-8:])\n", + " ## city and date of webscrapping\n", + " source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + " \n", + " # adress:\n", + " adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + " if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + " else:\n", + " adress = {'adress': adress_soup[0].text}\n", + " adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "\n", + " #publication Date:\n", + " publication={}\n", + " publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + " for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + " publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + " \n", + " \n", + " # rating: \n", + " rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + " if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + " else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + " rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "\n", + " \n", + " # details: \n", + " infos_soup = soup2.find_all('dl')\n", + " # Categorie name\n", + " info1=[]\n", + " for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + " # actual info\n", + " info2=[]\n", + " for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + " info={}\n", + " for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + " info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + " \n", + " #row\n", + " row =pd.concat([info, rating, adress, publication_date, source])\n", + " row = row.transpose()\n", + " # merge with dataset\n", + " ds=pd.concat([ds, row], sort=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...KubaturHochparterreNeubauWohnungenWasseranschlussToilettenMittelhausMöbliertJährlicherMietpreisprom²JährlicherMietpreisprom²(exkl.NK)
23016581Wohnung148012402406832.Stock01.05.202011...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500320030014052.Stock01.05.202011...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung17101470240733.5NaN01.03.202011...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23017350Wohnung11801030150NaN21.Stock01.05.20201NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016559Wohnung13601230130442.53.Stock01.06.2020NaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
..................................................................
21480203Wohnung180415242809033.StockNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
21056128Wohnung1150NaNNaNNaN12.StocknachVereinbarung1NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
21202121Wohnung179015102808933.StocksofortNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
21161839Loft280025003001441EGsofort11...NaNNaN1NaNNaNNaNNaNNaNNaNNaN
20842281Wohnung1800NaNNaNNaN2.5NaNnachVereinbarungNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
\n", + "

722 rows × 42 columns

\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "23016581 Wohnung 1480 1240 240 \n", + "23016600 Wohnung 3500 3200 300 \n", + "23014342 Wohnung 1710 1470 240 \n", + "23017350 Wohnung 1180 1030 150 \n", + "23016559 Wohnung 1360 1230 130 \n", + "... ... ... ... ... \n", + "21480203 Wohnung 1804 1524 280 \n", + "21056128 Wohnung 1150 NaN NaN \n", + "21202121 Wohnung 1790 1510 280 \n", + "21161839 Loft 2800 2500 300 \n", + "20842281 Wohnung 1800 NaN NaN \n", + "\n", + " Wohnfläche Zimmer Geschoss Verfügbarab Balkon(e) Lift ... \\\n", + "23016581 68 3 2.Stock 01.05.2020 1 1 ... \n", + "23016600 140 5 2.Stock 01.05.2020 1 1 ... \n", + "23014342 73 3.5 NaN 01.03.2020 1 1 ... \n", + "23017350 NaN 2 1.Stock 01.05.2020 1 NaN ... \n", + "23016559 44 2.5 3.Stock 01.06.2020 NaN NaN ... \n", + "... ... ... ... ... ... ... ... \n", + "21480203 90 3 3.Stock NaN NaN NaN ... \n", + "21056128 NaN 1 2.Stock nachVereinbarung 1 NaN ... \n", + "21202121 89 3 3.Stock sofort NaN NaN ... \n", + "21161839 144 1 EG sofort 1 1 ... \n", + "20842281 NaN 2.5 NaN nachVereinbarung NaN NaN ... \n", + "\n", + " Kubatur Hochparterre Neubau Wohnungen Wasseranschluss Toiletten \\\n", + "23016581 NaN NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN NaN \n", + "23014342 NaN NaN NaN NaN NaN NaN \n", + "23017350 NaN NaN NaN NaN NaN NaN \n", + "23016559 NaN NaN NaN NaN NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21480203 NaN NaN NaN NaN NaN NaN \n", + "21056128 NaN NaN NaN NaN NaN NaN \n", + "21202121 NaN NaN NaN NaN NaN NaN \n", + "21161839 NaN NaN 1 NaN NaN NaN \n", + "20842281 NaN NaN NaN NaN NaN NaN \n", + "\n", + " Mittelhaus Möbliert JährlicherMietpreisprom² \\\n", + "23016581 NaN NaN NaN \n", + "23016600 NaN NaN NaN \n", + "23014342 NaN NaN NaN \n", + "23017350 NaN NaN NaN \n", + "23016559 NaN NaN NaN \n", + "... ... ... ... \n", + "21480203 NaN NaN NaN \n", + "21056128 NaN NaN NaN \n", + "21202121 NaN NaN NaN \n", + "21161839 NaN NaN NaN \n", + "20842281 NaN NaN NaN \n", + "\n", + " JährlicherMietpreisprom²(exkl.NK) \n", + "23016581 NaN \n", + "23016600 NaN \n", + "23014342 NaN \n", + "23017350 NaN \n", + "23016559 NaN \n", + "... ... \n", + "21480203 NaN \n", + "21056128 NaN \n", + "21202121 NaN \n", + "21161839 NaN \n", + "20842281 NaN \n", + "\n", + "[722 rows x 42 columns]" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.3 Save to csv" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [], + "source": [ + "ds.to_csv('./Data/flats_'+ city + '.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Verfügbarab',\n", + " 'Balkon(e)', 'Lift', 'AltesGebäude', 'ÖV-Haltestelle',\n", + " 'Einkaufsmöglichkeit', 'rating', 'adress', 'publication_date', 'city',\n", + " 'DateofScrapping', 'Nutzfläche', 'Baujahr', 'Aussenparkplatz',\n", + " 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich', 'Kindergarten',\n", + " 'Primarschule', 'Sekundarschule', 'Autobahn', 'Einstellplatz',\n", + " 'Rollstuhlgängig', 'Minergie-zertifiziert', 'Cheminée', 'Kubatur',\n", + " 'Hochparterre', 'Neubau', 'Wohnungen', 'Wasseranschluss', 'Toiletten',\n", + " 'Mittelhaus', 'Möbliert', 'JährlicherMietpreisprom²',\n", + " 'JährlicherMietpreisprom²(exkl.NK)'],\n", + " dtype='object')" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.ipynb_checkpoints/LuzernScrapping -checkpoint.ipynb b/your-project/.ipynb_checkpoints/LuzernScrapping -checkpoint.ipynb new file mode 100644 index 0000000..8e04a0a --- /dev/null +++ b/your-project/.ipynb_checkpoints/LuzernScrapping -checkpoint.ipynb @@ -0,0 +1,4939 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Web Scrapping Comparis" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "from selenium import webdriver\n", + "from selenium.webdriver.common.keys import Keys\n", + "from selenium.webdriver.common.action_chains import ActionChains\n", + "from selenium.webdriver.chrome.options import Options\n", + "from getpass import getpass\n", + "import csv\n", + "import requests\n", + "from bs4 import BeautifulSoup\n", + "import re\n", + "import pandas as pd\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Get the links for all flats announced in City X" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0'" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# select city and define url\n", + "city = 'Luzern'.lower()\n", + "url = \"https://www.comparis.ch/immobilien/marktplatz/\"+city+\"/wohnung/mieten?page=0\"\n", + "url" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "wdpath = \"chromedriver\"\n", + "driver = webdriver.Chrome(wdpath)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.1 Webscrapping for page 1" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "url = \"https://www.comparis.ch/immobilien/marktplatz/\"+city+\"/wohnung/mieten?page=0\"\n", + "driver.get(url)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "## minimize the size of the side, so that we get all the links\n", + "driver.execute_script(\"document.body.style.zoom = '0.1'\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "flats_link = driver.find_elements_by_class_name(\"excbu0j3\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['',\n", + " 'https://www.comparis.ch/wohnen',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/horw/wohnung/mieten',\n", + " 'https://www.comparis.ch/comparis/press/impressum',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/4-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/ferienimmobilie/mieten',\n", + " 'https://www.instagram.com/comparis_ch/',\n", + " 'https://www.comparis.ch/',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/haus/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027235',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wg-zimmer/mieten',\n", + " 'https://www.snapchat.com/add/comparis.ch',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten',\n", + " 'https://www.comparis.ch/comparis/info/kontakt',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/attika/mieten',\n", + " 'https://www.comparis.ch/immobilien/result/favoritelist',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=71',\n", + " 'https://www.comparis.ch/ueber-comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/maisonette/mieten',\n", + " 'https://www.facebook.com/comparis.ch',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/5-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0#top',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028203',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025655',\n", + " 'https://www.comparis.ch/comparis/press/default',\n", + " 'https://www.comparis.ch/comparis/info/legal',\n", + " 'https://www.comparis.ch/comparis/karriere/jobs',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/moebilierte-wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23029830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=4',\n", + " 'https://www.comparis.ch/comparis/newsletter/subscribe',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/studio/mieten',\n", + " None,\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=5',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/3-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/2-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028371',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028097',\n", + " 'https://www.comparis.ch/comparis/info/privacy',\n", + " 'https://www.comparis.ch/Authentication/Login?successUrl=/immobilien/marktplatz/luzern/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=3',\n", + " 'https://twitter.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/einzelzimmer/mieten',\n", + " 'https://fr.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/dachwohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028205',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/terrassenwohnung/mieten',\n", + " 'https://www.comparis.ch/magazin',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/1-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027234',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=1',\n", + " 'https://www.youtube.com/comparis',\n", + " 'https://www.linkedin.com/company/comparis.ch-ag',\n", + " 'https://en.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026894',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=2',\n", + " 'https://it.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/14070830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/parkplatz-garage/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/loft/mieten']" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + "flat_links" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23028097',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23029830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028205',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027234',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/14070830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026894',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028203',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027235',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028371',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025655']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links = list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + "\n", + "links" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10\n" + ] + } + ], + "source": [ + "print(len(links))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.2. Get number of result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "71" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#amount of links\n", + "nr = list(set([x[-3:] if len(str(re.findall('page', str(x))))>=3 else 0 for x in flat_links]))[0:]\n", + "\n", + "\n", + "nrlis = [\"\".join(re.findall('[0-9]', str(x))) for x in nr]\n", + "resultpages=int(max(nrlis))\n", + "resultpages\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.3 Get links from flats from all the result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "urlOhnePage = url[:-1]\n", + "for i in range(1, (resultpages-1)):\n", + " page_url = urlOhnePage + str(i)\n", + " driver.get(page_url)\n", + " driver.execute_script(\"document.body.style.zoom = '0.1'\")\n", + " time.sleep(2.342)\n", + " flats_link = driver.find_elements_by_class_name(\"excbu0j3\")\n", + " flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + " lin= list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + " for x in lin: \n", + " links.append(x)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.4 Save list of links to a csv" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "700" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.DataFrame(links, columns =['link'])\n", + "linklist.to_csv('./Data/links_'+city+'.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Detailed Infos for each flat " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.1 Load Links and change type to list" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.read_csv('./Data/links_'+city+'.csv', index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "linklist=list(linklist['link'])" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "700" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(linklist)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.2 Infos for one flat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.0 get soup" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "\n", + "\n", + "4½ Zimmer Wohnung in 6005 Luzern – Immobilienmarkt von comparis.ch\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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Wohnen in der Tribschenstadt, Seenähe

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Rösslimatte 52, 6005 Luzern

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Objektart

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Alternative zum Mietzinsdepot – Die Mietkaution\n", + "

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Details

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Beschreibung

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\n", + " Die Lage der Wohnung besticht durch die zentrale, ruhige Lage, wenige Schritte zum See sowie zum Bahnhof (10 Gehminuten). Bushaltestelle um die Ecke.

Einkaufsmöglichkeiten mit Restaurant und Café vor der Haustüre; Hochschule, Kantonsschule, UNI Luzern sowie viele Freizeitmöglichkeiten sind in wenigen Fussminuten erreichbar.

Platten-/Parkettboden; moderne und offene Küche; grosses Bad/Badewanne, Gäste-Bad mit DU; eigener Waschturm in separa...\n", + "
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Anbieter

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Comparis-Note und Sparpotenzial

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23028097
cityluzern
DateofScrapping26.02.2020
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" + ], + "text/plain": [ + " 23028097\n", + "city luzern\n", + "DateofScrapping 26.02.2020" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + "source" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.1 Adress and Date of Publication" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23028097
adressRösslimatte 52, 6005 Luzern
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" + ], + "text/plain": [ + " 23028097\n", + "adress Rösslimatte 52, 6005 Luzern" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "###\n", + "\n", + "\"\"\"\n", + "

Riedbachstrasse 80, 3027 Bern

\n", + "\n", + "\"\"\"\n", + "adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + "if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + "else:\n", + " adress = {'adress': adress_soup[0].text}\n", + "adress\n", + "adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "adress" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23028097
publication_date
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" + ], + "text/plain": [ + " 23028097\n", + "publication_date " + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Date of Publication\n", + "\n", + "\"\"\"\n", + "
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    \n", + "
  • \n", + " Erstmals gefunden am 26.02.2020\n", + "
    • \n", + "
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\n", + "\"\"\"\n", + "\n", + "publication={}\n", + "publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + "for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + "publication\n", + "publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + "publication_date" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### (##2.2.2 Overview (First large table)##)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Wohnung', \"CHF 2'724\", '4½', '122 m²', 'ca. CHF 343 /Jahr']" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## Overview from one flat --> not used?\n", + "overview=[]\n", + "overview_soup = soup2.find_all('div', attrs = {'class':'item-price large'})\n", + "for element in overview_soup:\n", + " for x in element.find_all('strong'):\n", + " overview.append(x.text)\n", + "overview\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.3 Ratings" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23028097
rating5
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" + ], + "text/plain": [ + " 23028097\n", + "rating 5" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#### rating\n", + "\"\"\"\n", + "
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\n", + "\"\"\"\n", + "rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + "if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + "else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + "rating\n", + "rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "rating" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[\n", + " \n", + " \n", + " 5\n", + " \n", + " ]" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rating_soup" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.4 Detailed overview (second smaller table)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23028097
ObjektartWohnung
MietpreisproMonat2724
MietpreisproMonat(exkl.NK)2534
Nebenkosten190
Wohnfläche122
Zimmer4.5
Geschoss1.Stock
Baujahr2005
Verfügbarab15.06.2020
Balkon(e)1
Einstellplatz1
Lift1
Haustiereerlaubt1
Kabel-TV1
Kinderfreundlich1
ÖV-Haltestelle200m
Autobahn1000m
Kindergarten250m
Primarschule450m
Sekundarschule450m
Einkaufsmöglichkeit400m
\n", + "
" + ], + "text/plain": [ + " 23028097\n", + "Objektart Wohnung\n", + "MietpreisproMonat 2724\n", + "MietpreisproMonat(exkl.NK) 2534\n", + "Nebenkosten 190\n", + "Wohnfläche 122\n", + "Zimmer 4.5\n", + "Geschoss 1.Stock\n", + "Baujahr 2005\n", + "Verfügbarab 15.06.2020\n", + "Balkon(e) 1\n", + "Einstellplatz 1\n", + "Lift 1\n", + "Haustiereerlaubt 1\n", + "Kabel-TV 1\n", + "Kinderfreundlich 1\n", + "ÖV-Haltestelle 200m\n", + "Autobahn 1000m\n", + "Kindergarten 250m\n", + "Primarschule 450m\n", + "Sekundarschule 450m\n", + "Einkaufsmöglichkeit 400m" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "infos_soup = soup2.find_all('dl')\n", + "\n", + "### Categorie name\n", + "info1=[]\n", + "for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + "\n", + "info1\n", + "\n", + "### actual info\n", + "\n", + "info2=[]\n", + "for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + "\n", + "info2\n", + "\n", + "info={}\n", + "for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + "\n", + "info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + "info\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### 2.6 to one column" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ds=pd.concat([info, rating, adress, publication_date, source])" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossBaujahrVerfügbarabBalkon(e)...AutobahnKindergartenPrimarschuleSekundarschuleEinkaufsmöglichkeitratingadresspublication_datecityDateofScrapping
23028097Wohnung272425341901224.51.Stock200515.06.20201...1000m250m450m450m400m5Rösslimatte 52, 6005 Luzernluzern26.02.2020
\n", + "

1 rows × 26 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "23028097 Wohnung 2724 2534 190 \n", + "\n", + " Wohnfläche Zimmer Geschoss Baujahr Verfügbarab Balkon(e) ... \\\n", + "23028097 122 4.5 1.Stock 2005 15.06.2020 1 ... \n", + "\n", + " Autobahn Kindergarten Primarschule Sekundarschule \\\n", + "23028097 1000m 250m 450m 450m \n", + "\n", + " Einkaufsmöglichkeit rating adress \\\n", + "23028097 400m 5 Rösslimatte 52, 6005 Luzern \n", + "\n", + " publication_date city DateofScrapping \n", + "23028097 luzern 26.02.2020 \n", + "\n", + "[1 rows x 26 columns]" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = ds.transpose()\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3. Repeat for other flats" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "https://www.comparis.ch/immobilien/marktplatz/details/show/23028097\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23029830\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23028205\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23027234\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/14070830\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23026894\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23028203\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23027235\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23028371\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025655\n", + 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"https://www.comparis.ch/immobilien/marktplatz/details/show/22483819\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21216722\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21855416\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22558083\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22483813\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20426847\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22420915\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22483749\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22483743\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21825642\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20657528\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22104581\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22420912\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22483750\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "for x in linklist:\n", + " print(x)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23029830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028205',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027234',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/14070830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026894',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028203',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027235',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028371',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025655',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027130',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021475',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024384',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023643',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023578',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023679',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23030079',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023781',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021474',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018772',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025741',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020748',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018634',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016539',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020749',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23017686',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23029805',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028305',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020747',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021473',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23013139',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012000',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012008',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011999',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011678',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012005',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014551',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014550',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012254',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011614',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23007230',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23008676',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009098',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009100',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028314',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009329',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23007135',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23008837',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023552',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009101',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001093',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999798',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999531',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23007808',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001084',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001085',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999532',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026835',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23003430',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/15836730',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22993179',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026832',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22997376',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22991234',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22997220',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026833',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22997277',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22991753',\n", + " 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'https://www.comparis.ch/immobilien/marktplatz/details/show/22954884',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22952458',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22961491',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22953311',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22961490',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22954223',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22952453',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22952201',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22961842',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22961815',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22961234',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22946349',\n", + " 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'https://www.comparis.ch/immobilien/marktplatz/details/show/23018745',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22930215',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22930213',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22930765',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22932096',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22930340',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22919567',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22918118',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22929315',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22921016',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/7946818',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22921325',\n", + " 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'https://www.comparis.ch/immobilien/marktplatz/details/show/21817852',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21952482',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22420913',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20668824',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22680136',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22936864',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21896013',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22727539',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21894812',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/19222117',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22944033',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22562464',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21821682',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21859115',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22264243',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21797074',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21811549',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22417138',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21910259',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22518393',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22032116',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21652740',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21647844',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22870033',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22064417',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22111070',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21735401',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21250768',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22717532',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21586549',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22482938',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21557672',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21586554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22855964',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21260347',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21517240',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22060086',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20957707',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21460841',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22855969',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483790',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21514434',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22492564',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21395783',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21285726',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20898914',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22420910',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21218628',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20591414',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21200202',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483793',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20634110',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20882306',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483819',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21216722',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21855416',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22558083',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483813',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20426847',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22420915',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483749',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483743',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21825642',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20657528',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22104581',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22420912',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483750']" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "link=linklist[1:]\n", + "link" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "535\n", + "536\n", + "537\n", + "538\n", + "539\n", + "540\n", + "541\n", + "542\n", + "543\n", + "544\n", + "545\n", + "546\n", + "547\n", + "548\n", 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adress:\n", + " adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + " if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + " else:\n", + " adress = {'adress': adress_soup[0].text}\n", + " adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "\n", + " #publication Date:\n", + " publication={}\n", + " publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + " for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + " publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + " \n", + " \n", + " # rating: \n", + " rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + " if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + " else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + " rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "\n", + " \n", + " # details: \n", + " infos_soup = soup2.find_all('dl')\n", + " # Categorie name\n", + " info1=[]\n", + " for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + " # actual info\n", + " info2=[]\n", + " for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + " info={}\n", + " for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + " info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + " \n", + " #row\n", + " row =pd.concat([info, rating, adress, publication_date, source])\n", + " row = row.transpose()\n", + " # merge with dataset\n", + " ds=pd.concat([ds, row], sort=False)\n", + " print(ds.shape[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossBaujahrVerfügbarabBalkon(e)...AutobahnKindergartenPrimarschuleSekundarschuleEinkaufsmöglichkeitratingadresspublication_datecityDateofScrapping
23028097Wohnung272425341901224.51.Stock200515.06.20201...1000m250m450m450m400m5Rösslimatte 52, 6005 Luzernluzern26.02.2020
\n", + "

1 rows × 26 columns

\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "23028097 Wohnung 2724 2534 190 \n", + "\n", + " Wohnfläche Zimmer Geschoss Baujahr Verfügbarab Balkon(e) ... \\\n", + "23028097 122 4.5 1.Stock 2005 15.06.2020 1 ... \n", + "\n", + " Autobahn Kindergarten Primarschule Sekundarschule \\\n", + "23028097 1000m 250m 450m 450m \n", + "\n", + " Einkaufsmöglichkeit rating adress \\\n", + "23028097 400m 5 Rösslimatte 52, 6005 Luzern \n", + "\n", + " publication_date city DateofScrapping \n", + "23028097 luzern 26.02.2020 \n", + "\n", + "[1 rows x 26 columns]" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.3 Save to csv" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "ds.to_csv('./Data/flats_'+ city + '.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Baujahr',\n", + " 'Verfügbarab', 'Balkon(e)', 'Einstellplatz', 'Lift', 'Haustiereerlaubt',\n", + " 'Kabel-TV', 'Kinderfreundlich', 'ÖV-Haltestelle', 'Autobahn',\n", + " 'Kindergarten', 'Primarschule', 'Sekundarschule', 'Einkaufsmöglichkeit',\n", + " 'rating', 'adress', 'publication_date', 'city', 'DateofScrapping'],\n", + " dtype='object')" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb new file mode 100644 index 0000000..2fd6442 --- /dev/null +++ b/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.ipynb_checkpoints/ZurichScrapping-checkpoint.ipynb b/your-project/.ipynb_checkpoints/ZurichScrapping-checkpoint.ipynb new file mode 100644 index 0000000..eec5933 --- /dev/null +++ b/your-project/.ipynb_checkpoints/ZurichScrapping-checkpoint.ipynb @@ -0,0 +1,5269 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Web Scrapping Comparis" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "from selenium import webdriver\n", + "from selenium.webdriver.common.keys import Keys\n", + "from selenium.webdriver.common.action_chains import ActionChains\n", + "from selenium.webdriver.chrome.options import Options\n", + "from getpass import getpass\n", + "import csv\n", + "import requests\n", + "from bs4 import BeautifulSoup\n", + "import re\n", + "import pandas as pd\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Get the links for all flats announced in City X" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0'" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# select city and define url\n", + "city = 'Zuerich'.lower()\n", + "url = \"https://www.comparis.ch/immobilien/marktplatz/\"+city+\"/wohnung/mieten?page=0\"\n", + "url" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "wdpath = \"chromedriver\"\n", + "driver = webdriver.Chrome(wdpath)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.1 Webscrapping for page 1" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "url = \"https://www.comparis.ch/immobilien/marktplatz/\"+city+\"/wohnung/mieten?page=0\"\n", + "driver.get(url)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "## minimize the size of the side, so that we get all the links\n", + "driver.execute_script(\"document.body.style.zoom = '0.1'\")" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "flats_link = driver.find_elements_by_class_name(\"excbu0j3\")" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%223%22%2C%22RoomsTo%22%3A%223.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/comparis/press/default',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%222%22%2C%22RoomsTo%22%3A%222.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=1',\n", + " 'https://en.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/comparis/info/privacy',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=99',\n", + " 'https://www.comparis.ch/Authentication/Login?successUrl=/immobilien/marktplatz/zuerich/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=4',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026014',\n", + " 'https://www.comparis.ch/wohnen',\n", + " 'https://www.comparis.ch/comparis/newsletter/subscribe',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025970',\n", + " 'https://www.comparis.ch/ueber-comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/hirslanden/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0#top',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B26%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025557',\n", + " 'https://www.comparis.ch/comparis/info/legal',\n", + " 'https://www.youtube.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=5',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025556',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.linkedin.com/company/comparis.ch-ag',\n", + " 'https://www.comparis.ch/',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B13%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B6%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025969',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=3',\n", + " 'https://www.facebook.com/comparis.ch',\n", + " 'https://fr.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B17%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B3%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%221%22%2C%22RoomsTo%22%3A%221.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B2%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B5%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " None,\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025959',\n", + " 'https://www.snapchat.com/add/comparis.ch',\n", + " 'https://twitter.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025678',\n", + " 'https://it.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/comparis/press/impressum',\n", + " 'https://www.comparis.ch/comparis/karriere/jobs',\n", + " 'https://www.comparis.ch/comparis/info/kontakt',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/hottingen/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026064',\n", + " 'https://www.comparis.ch/immobilien/result/favoritelist',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025958',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B4%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.instagram.com/comparis_ch/',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/fluntern/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten',\n", + " 'https://www.comparis.ch/magazin']" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + "flat_links" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23026064',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025958',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025557',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025556',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025959',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026014',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025969',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025678',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025970']" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links = list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + "\n", + "links" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10\n" + ] + } + ], + "source": [ + "print(len(links))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.2. Get number of result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "99" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#amount of links\n", + "nr = list(set([x[-3:] if len(str(re.findall('page', str(x))))>=3 else 0 for x in flat_links]))[0:]\n", + "\n", + "\n", + "nrlis = [\"\".join(re.findall('[0-9]', str(x))) for x in nr]\n", + "resultpages=int(max(nrlis))\n", + "resultpages\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.3 Get links from flats from all the result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "urlOhnePage = url[:-1]\n", + "for i in range(1, (resultpages-1)):\n", + " page_url = urlOhnePage + str(i)\n", + " driver.get(page_url)\n", + " driver.execute_script(\"document.body.style.zoom = '0.1'\")\n", + " time.sleep(2.342)\n", + " flats_link = driver.find_elements_by_class_name(\"excbu0j3\")\n", + " flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + " lin= list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + " for x in lin: \n", + " links.append(x)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.4 Save lis of links to a csv" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "970" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.DataFrame(links, columns =['link'])\n", + "linklist.to_csv('./Data/links_'+city+'.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Detailed Infos for each flat " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.1 Load Links and change type to list" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.read_csv('./Data/links_'+city+'.csv', index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "linklist=list(linklist['link'])" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "970" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(linklist)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.2 Infos for one flat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.0 get soup" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "\n", + "\n", + "4½ Zimmer Wohnung in 8047 Zürich ZH – Immobilienmarkt von comparis.ch\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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Lichtdurchflutete, offene und geräumige 4.5 Zimmerwohnung per 01.05. in Albisrieden

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8047 Zürich ZH

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Alternative zum Mietzinsdepot – Die Mietkaution\n", + "

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Beschreibung

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Dieses Schmuckstück bietet so einiges;3 Schlafzimmer, all zwischen 14.5 und 15.5 m2. Von jedem Zimmer gelangt man zum grossen Balkon.\n", + "
Die Wohnung verfügt zudem über ein WC/Bad und WC/Dusche.\n", + "
Die gesamte Wohnung ist mit bodentiefen Fenstern verseht und bietet somit von morgens bis abends Tageslicht.\n", + "
Zudem mangelt es nicht an ausreichendem Stauraum, dank den vielen Wandschränken.\n", + "
Auf dem Balkon kann man von morgens bis nachmittags die Sonne geniessen, auf der Dachterrasse, welche sich eine Etage oberhalb befindet (privat natürlich und mit direktem Zugang von der Wohnung aus), geniesst man die Sonne von nachmittags bis zum Untergang, inkl. Blick über Zürich.\n", + "
Im Freilager Areal befinden sich jegliche Geschäfte, der Innenhof ist autofrei, ein Spar, welcher von Mo-Sa bis 20.00 Uhr geöffnet hat und für alle Feinschmecker, ist die Brasserie Freilager gleich um die Ecke.\n", + "
Parkplatz (Garage) 190.- (kann dazugemietet werden)\n", + "
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\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "url2 = linklist[0]\n", + "\n", + "html2 = requests.get(url2).content\n", + "html2\n", + "\n", + "soup2 = BeautifulSoup(html2, \"lxml\") # Check documentation to specify 'features'\n", + "soup2" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "23026064" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nr = int(url2[-8:])\n", + "nr" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23026064
cityzuerich
DateofScrapping26.02.2020
\n", + "
" + ], + "text/plain": [ + " 23026064\n", + "city zuerich\n", + "DateofScrapping 26.02.2020" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + "source" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.1 Adress and Date of Publication" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23026064
adress8047 Zürich ZH
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" + ], + "text/plain": [ + " 23026064\n", + "adress 8047 Zürich ZH" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "###\n", + "\n", + "\"\"\"\n", + "

Riedbachstrasse 80, 3027 Bern

\n", + "\n", + "\"\"\"\n", + "adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + "if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + "else:\n", + " adress = {'adress': adress_soup[0].text}\n", + "adress\n", + "adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "adress" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23026064
publication_date26.02.2020
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" + ], + "text/plain": [ + " 23026064\n", + "publication_date 26.02.2020" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Date of Publication\n", + "\n", + "\"\"\"\n", + "
\n", + "
    \n", + "
  • \n", + " Erstmals gefunden am 26.02.2020\n", + "
    • \n", + "
\n", + "
\n", + "\"\"\"\n", + "\n", + "publication={}\n", + "publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + "for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + "publication\n", + "publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + "publication_date" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### (##2.2.2 Overview (First large table)##)" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Wohnung', \"CHF 3'530\", '4½', 'ca. CHF 445 /Jahr']" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## Overview from one flat --> not used?\n", + "overview=[]\n", + "overview_soup = soup2.find_all('div', attrs = {'class':'item-price large'})\n", + "for element in overview_soup:\n", + " for x in element.find_all('strong'):\n", + " overview.append(x.text)\n", + "overview\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.3 Ratings" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23026064
ratingNaN
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" + ], + "text/plain": [ + " 23026064\n", + "rating NaN" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#### rating\n", + "\"\"\"\n", + "
\n", + " \n", + " \n", + " \n", + " 4\n", + " \n", + " \n", + "
\n", + "\"\"\"\n", + "rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + "if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + "else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + "rating\n", + "rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "rating" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rating_soup" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.4 Detailed overview (second smaller table)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23026064
ObjektartWohnung
MietpreisproMonat3530
Zimmer4.5
VerfügbarabnachVereinbarung
\n", + "
" + ], + "text/plain": [ + " 23026064\n", + "Objektart Wohnung\n", + "MietpreisproMonat 3530\n", + "Zimmer 4.5\n", + "Verfügbarab nachVereinbarung" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "infos_soup = soup2.find_all('dl')\n", + "\n", + "### Categorie name\n", + "info1=[]\n", + "for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + "\n", + "info1\n", + "\n", + "### actual info\n", + "\n", + "info2=[]\n", + "for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + "\n", + "info2\n", + "\n", + "info={}\n", + "for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + "\n", + "info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + "info\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### 2.6 to one column" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ds=pd.concat([info, rating, adress, publication_date, source])" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatZimmerVerfügbarabratingadresspublication_datecityDateofScrapping
23026064Wohnung35304.5nachVereinbarungNaN8047 Zürich ZH26.02.2020zuerich26.02.2020
\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat Zimmer Verfügbarab rating \\\n", + "23026064 Wohnung 3530 4.5 nachVereinbarung NaN \n", + "\n", + " adress publication_date city DateofScrapping \n", + "23026064 8047 Zürich ZH 26.02.2020 zuerich 26.02.2020 " + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = ds.transpose()\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3. Repeat for other flats" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "https://www.comparis.ch/immobilien/marktplatz/details/show/23026064\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025958\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025554\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025557\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025556\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025959\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23026014\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025969\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025678\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025970\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025154\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024860\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025749\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024828\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024830\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025383\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025401\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025400\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025382\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025409\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024134\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024113\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024827\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024757\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024966\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025410\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024101\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024760\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024647\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024646\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23023573\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23023289\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23023271\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23023261\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024135\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23022951\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021886\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23023043\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23023270\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021964\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021871\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021879\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23023824\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021876\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021875\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021885\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021866\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021867\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021868\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021873\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021856\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021854\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021858\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021851\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021850\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021853\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021852\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021855\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021847\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021848\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021223\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021225\n", + 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"https://www.comparis.ch/immobilien/marktplatz/details/show/22825950\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22824034\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22823803\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22848565\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22825626\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22823024\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22827027\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22899919\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22822820\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22822022\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22813973\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22815847\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22925942\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22814174\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22812805\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22818574\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22828476\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22823352\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22815524\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22813891\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22990282\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22971019\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23003639\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22926087\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22807790\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22808611\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22809682\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22963827\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22918969\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22806153\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23009345\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22891025\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22804516\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22800562\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22800519\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22827148\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22804836\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23021882\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22806178\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22797474\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22693140\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22794409\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22795343\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22971021\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22795802\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22935404\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23012819\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22797476\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/16765312\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22785024\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22786696\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22870600\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/14494958\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22788910\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22787956\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23001501\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22789827\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23018948\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22790082\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22782088\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22784948\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22784058\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22783723\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22784047\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22781048\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22781027\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22993494\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22782155\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22781046\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22780987\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22780528\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22781014\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22786030\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22781010\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22777623\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22781008\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22422600\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22782191\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22777463\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22770492\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22937547\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22770585\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22770590\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22770592\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22777351\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22777404\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22777353\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22770019\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22774720\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22852683\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22936987\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22768510\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22916086\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22773089\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22907629\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22772042\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22764888\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/8961935\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22772023\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22763829\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22761716\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22762543\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22762545\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22768369\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22967893\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22762056\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22760576\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22762524\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22827616\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22757246\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22756264\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22755819\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22759005\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22753365\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22758499\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22755805\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22783526\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22756321\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22301802\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22936442\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745106\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22748289\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22752840\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22744849\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745084\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22746944\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745041\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745083\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22897606\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22740010\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745304\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22743450\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745136\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22746667\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22739253\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22741062\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22746872\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22739249\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22741330\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22736146\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23001512\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22988570\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22736811\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22736106\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22963824\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23008034\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22740113\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22738172\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22736591\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22830190\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22733655\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22732592\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22740016\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22737001\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22732952\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22735137\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22735169\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22734534\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22736097\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22726078\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22724464\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22725649\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22112731\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22726725\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22723109\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22727844\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22723112\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22725655\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22723121\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22722155\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22718919\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22722147\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22723098\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22112734\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22719512\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22716148\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22722326\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22721606\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22370205\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22714424\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22714422\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22710373\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22714433\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22751112\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23012853\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22715258\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22714404\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22714435\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22720602\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21372668\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22967898\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22708241\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22706053\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22993541\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22712641\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23026103\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22705234\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23001480\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22708227\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22705200\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22702978\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22705194\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22705202\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22827461\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22701451\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22704046\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22702980\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22918966\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22702982\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22700143\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22888865\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22697618\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23012827\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22700144\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22901785\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22701512\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22701488\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22949170\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22967884\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "for x in linklist:\n", + " print(x)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23025958',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025557',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025556',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025959',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026014',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025969',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025678',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025970',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025154',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024860',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025749',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024828',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025383',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025401',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025400',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025382',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025409',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024134',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024113',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024827',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024757',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024966',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025410',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024101',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024760',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024647',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024646',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023573',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023289',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023271',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023261',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024135',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23022951',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021886',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023043',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023270',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021964',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021871',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021879',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023824',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021876',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021875',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021885',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021866',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021867',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021868',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021873',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021856',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021854',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021858',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021851',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021850',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021853',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021852',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021855',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021847',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021848',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021223',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021225',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021842',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021224',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021843',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021021',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021708',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021483',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021834',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020752',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019694',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020743',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020744',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019817',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019820',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019405',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019270',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019468',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019401',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019818',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018911',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018909',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018906',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018907',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019269',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018910',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018908',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018800',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018859',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019182',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018616',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016533',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019079',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023808',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023786',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023826',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019166',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018473',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023784',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23019080',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23015782',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016250',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23015817',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016473',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23015814',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23015786',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23015815',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016185',\n", + " 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'https://www.comparis.ch/immobilien/marktplatz/details/show/23012822',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014700',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23013718',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014699',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23022505',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23013058',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23013055',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014702',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012814',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012820',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012821',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012815',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012811',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012818',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012816',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012813',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012812',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012817',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012806',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012809',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025398',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012810',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012803',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012801',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012804',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012800',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012802',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012805',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012795',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018924',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012797',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012796',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012794',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012684',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012681',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018863',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012682',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012679',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009786',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23010495',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23010080',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009758',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018942',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009760',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011658',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012142',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009740',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018862',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009506',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009388',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009389',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009342',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009493',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009341',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009333',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009601',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009504',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009335',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001502',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009260',\n", + " 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'https://www.comparis.ch/immobilien/marktplatz/details/show/22715258',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22714404',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22714435',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22720602',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21372668',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22967898',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22708241',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22706053',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22993541',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22712641',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026103',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22705234',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001480',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22708227',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22705200',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22702978',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22705194',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22705202',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22827461',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22701451',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22704046',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22702980',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22918966',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22702982',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22700143',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22888865',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22697618',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012827',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22700144',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22901785',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22701512',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22701488',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22949170',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22967884']" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "link=linklist[1:]\n", + "link" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "849\n", + "850\n", + "851\n", + "852\n", + "853\n", + "854\n", + "855\n", + "856\n", + "857\n", + "858\n", + "859\n", + "860\n", + "861\n", + "862\n", + "863\n", + "864\n", + "865\n", + "866\n", + "867\n", + "868\n", + "869\n", + "870\n", + "871\n", + "872\n", + "873\n", + "874\n", + "875\n", + "876\n", + "877\n", + "878\n", + "879\n", + "880\n", + "881\n", + "882\n", + "883\n", + "884\n", + "885\n", + "886\n", + "887\n", + "888\n", + "889\n", + "890\n", + "891\n", + "892\n", + "893\n", + "894\n", + "895\n", + "896\n", + "897\n", + "898\n", + "899\n", + "900\n", + "901\n", + "902\n", + "903\n", + "904\n", + "905\n", + "906\n", + "907\n", + "908\n", + "909\n", + "910\n", + "911\n", + "912\n", + "913\n", + "914\n", + "915\n", + "916\n", + "917\n", + "918\n", + "919\n", + "920\n", + "921\n", + "922\n", + "923\n", + "924\n", + "925\n", + "926\n", + "927\n", + "928\n", + "929\n", + "930\n", + "931\n", + "932\n", + "933\n", + "934\n", + "935\n", + "936\n", + "937\n", + "938\n", + "939\n", + "940\n", + "941\n", + "942\n", + "943\n", + "944\n", + "945\n", + "946\n", + "947\n", + "948\n", + "949\n", + "950\n", + "951\n", + "952\n", + "953\n", + "954\n", + "955\n", + "956\n", + "957\n", + "958\n", + "959\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "link = link[858:]\n", + "for x in link:\n", + " #print(x)\n", + " # get soup (2.1):\n", + " html2 = requests.get(x).content\n", + " soup2 = BeautifulSoup(html2, \"lxml\") \n", + " # get id:\n", + " nr = int(x[-8:])\n", + " ## city and date of webscrapping\n", + " source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + " \n", + " # adress:\n", + " adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + " if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + " else:\n", + " adress = {'adress': adress_soup[0].text}\n", + " adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "\n", + " #publication Date:\n", + " publication={}\n", + " publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + " for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + " publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + " \n", + " \n", + " # rating: \n", + " rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + " if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + " else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + " rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "\n", + " \n", + " # details: \n", + " infos_soup = soup2.find_all('dl')\n", + " # Categorie name\n", + " info1=[]\n", + " for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + " # actual info\n", + " info2=[]\n", + " for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + " info={}\n", + " for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + " info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + " \n", + " #row\n", + " row =pd.concat([info, rating, adress, publication_date, source])\n", + " row = row.transpose()\n", + " # merge with dataset\n", + " ds=pd.concat([ds, row], sort=False)\n", + " print(ds.shape[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatZimmerVerfügbarabratingadresspublication_datecityDateofScrappingWohnfläche...GeschirrspülmaschineWasseranschlussKubaturEckhausVerandaHochparterreHebebühneAnfahrrampeHolzofenGrundstückfläche
23026064Wohnung35304.5nachVereinbarungNaN8047 Zürich ZH26.02.2020zuerich26.02.2020NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23025958Wohnung11251nachVereinbarungNaN8052 Zürich ZH26.02.2020zuerich26.02.2020NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23025554Wohnung1200101.05.2020NaNLimmattalstrasse 71, 8049 Zürich ZH26.02.2020zuerich26.02.202025...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23025557Wohnung30003.5nachVereinbarungNaN8057 Zürich ZH26.02.2020zuerich26.02.2020NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23025556Wohnung16502nachVereinbarungNaN8004 Zürich ZH26.02.2020zuerich26.02.2020NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
..................................................................
22901785Wohnung58305.501.03.2020NaN8038 Zürich08.01.2020zuerich26.02.2020151...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
22701512Wohnung17002.5sofortNaNSchürgistr. 71, 8051 Zürichzuerich26.02.202080...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
22701488Wohnung25103.501.04.20205Oberwiesenstrasse 67, 8050 Zürichzuerich26.02.202081...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
22949170Wohnung17851.501.04.2020NaNNägelihof 3, 8001 Zürich08.01.2020zuerich26.02.202032...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
22967884Wohnung28002.501.04.2020NaNRestelbergstrasse 26, 8044 Zürich07.01.2020zuerich26.02.202080...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
\n", + "

959 rows × 50 columns

\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat Zimmer Verfügbarab rating \\\n", + "23026064 Wohnung 3530 4.5 nachVereinbarung NaN \n", + "23025958 Wohnung 1125 1 nachVereinbarung NaN \n", + "23025554 Wohnung 1200 1 01.05.2020 NaN \n", + "23025557 Wohnung 3000 3.5 nachVereinbarung NaN \n", + "23025556 Wohnung 1650 2 nachVereinbarung NaN \n", + "... ... ... ... ... ... \n", + "22901785 Wohnung 5830 5.5 01.03.2020 NaN \n", + "22701512 Wohnung 1700 2.5 sofort NaN \n", + "22701488 Wohnung 2510 3.5 01.04.2020 5 \n", + "22949170 Wohnung 1785 1.5 01.04.2020 NaN \n", + "22967884 Wohnung 2800 2.5 01.04.2020 NaN \n", + "\n", + " adress publication_date city \\\n", + "23026064 8047 Zürich ZH 26.02.2020 zuerich \n", + "23025958 8052 Zürich ZH 26.02.2020 zuerich \n", + "23025554 Limmattalstrasse 71, 8049 Zürich ZH 26.02.2020 zuerich \n", + "23025557 8057 Zürich ZH 26.02.2020 zuerich \n", + "23025556 8004 Zürich ZH 26.02.2020 zuerich \n", + "... ... ... ... \n", + "22901785 8038 Zürich 08.01.2020 zuerich \n", + "22701512 Schürgistr. 71, 8051 Zürich zuerich \n", + "22701488 Oberwiesenstrasse 67, 8050 Zürich zuerich \n", + "22949170 Nägelihof 3, 8001 Zürich 08.01.2020 zuerich \n", + "22967884 Restelbergstrasse 26, 8044 Zürich 07.01.2020 zuerich \n", + "\n", + " DateofScrapping Wohnfläche ... Geschirrspülmaschine Wasseranschluss \\\n", + "23026064 26.02.2020 NaN ... NaN NaN \n", + "23025958 26.02.2020 NaN ... NaN NaN \n", + "23025554 26.02.2020 25 ... NaN NaN \n", + "23025557 26.02.2020 NaN ... NaN NaN \n", + "23025556 26.02.2020 NaN ... NaN NaN \n", + "... ... ... ... ... ... \n", + "22901785 26.02.2020 151 ... NaN NaN \n", + "22701512 26.02.2020 80 ... NaN NaN \n", + "22701488 26.02.2020 81 ... NaN NaN \n", + "22949170 26.02.2020 32 ... NaN NaN \n", + "22967884 26.02.2020 80 ... NaN NaN \n", + "\n", + " Kubatur Eckhaus Veranda Hochparterre Hebebühne Anfahrrampe Holzofen \\\n", + "23026064 NaN NaN NaN NaN NaN NaN NaN \n", + "23025958 NaN NaN NaN NaN NaN NaN NaN \n", + "23025554 NaN NaN NaN NaN NaN NaN NaN \n", + "23025557 NaN NaN NaN NaN NaN NaN NaN \n", + "23025556 NaN NaN NaN NaN NaN NaN NaN \n", + "... ... ... ... ... ... ... ... \n", + "22901785 NaN NaN NaN NaN NaN NaN NaN \n", + "22701512 NaN NaN NaN NaN NaN NaN NaN \n", + "22701488 NaN NaN NaN NaN NaN NaN NaN \n", + "22949170 NaN NaN NaN NaN NaN NaN NaN \n", + "22967884 NaN NaN NaN NaN NaN NaN NaN \n", + "\n", + " Grundstückfläche \n", + "23026064 NaN \n", + "23025958 NaN \n", + "23025554 NaN \n", + "23025557 NaN \n", + "23025556 NaN \n", + "... ... \n", + "22901785 NaN \n", + "22701512 NaN \n", + "22701488 NaN \n", + "22949170 NaN \n", + "22967884 NaN \n", + "\n", + "[959 rows x 50 columns]" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.3 Save to csv" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [], + "source": [ + "ds.to_csv('./Data/flats_'+ city + '.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'Zimmer', 'Verfügbarab', 'rating',\n", + " 'adress', 'publication_date', 'city', 'DateofScrapping', 'Wohnfläche',\n", + " 'Geschoss', 'Kabel-TV', 'Rollstuhlgängig', 'Baujahr', 'Balkon(e)',\n", + " 'Einstellplatz', 'Aussenparkplatz', 'Cheminée',\n", + " 'MietpreisproMonat(exkl.NK)', 'Nebenkosten', 'Lift', 'ÖV-Haltestelle',\n", + " 'Einkaufsmöglichkeit', 'Haustiereerlaubt', 'Autobahn', 'Kindergarten',\n", + " 'Primarschule', 'Sekundarschule', 'Raumhöhe', 'Wohnungen', 'Bäder',\n", + " 'Neubau', 'Still', 'Sonnig', 'Nutzfläche', 'Toiletten',\n", + " 'Kinderfreundlich', 'Erstbezug', 'Minergie-zertifiziert',\n", + " 'AltesGebäude', 'Geschirrspülmaschine', 'Wasseranschluss', 'Kubatur',\n", + " 'Eckhaus', 'Veranda', 'Hochparterre', 'Hebebühne', 'Anfahrrampe',\n", + " 'Holzofen', 'Grundstückfläche'],\n", + " dtype='object')" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "959" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.ipynb_checkpoints/comparis_scrapping-checkpoint.ipynb b/your-project/.ipynb_checkpoints/comparis_scrapping-checkpoint.ipynb new file mode 100644 index 0000000..e13bb6e --- /dev/null +++ b/your-project/.ipynb_checkpoints/comparis_scrapping-checkpoint.ipynb @@ -0,0 +1,3772 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Web Scrapping Comparis" + ] + }, + { + "cell_type": "code", + "execution_count": 212, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "from selenium import webdriver\n", + "from selenium.webdriver.common.keys import Keys\n", + "from selenium.webdriver.common.action_chains import ActionChains\n", + "from selenium.webdriver.chrome.options import Options\n", + "from getpass import getpass\n", + "import csv\n", + "import requests\n", + "from bs4 import BeautifulSoup\n", + "import re\n", + "import pandas as pd\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Get the links --> Runde 2 with selenium" + ] + }, + { + "cell_type": "code", + "execution_count": 322, + "metadata": {}, + "outputs": [], + "source": [ + "wdpath = \"chromedriver\"\n", + "driver = webdriver.Chrome(wdpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 323, + "metadata": {}, + "outputs": [], + "source": [ + "## for page 1\n", + "#### change city\n", + "url=\"https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2\"\n", + "driver.get(url)" + ] + }, + { + "cell_type": "code", + "execution_count": 324, + "metadata": {}, + "outputs": [], + "source": [ + "driver.execute_script(\"document.body.style.zoom = '0.1'\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 303, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 325, + "metadata": {}, + "outputs": [], + "source": [ + "flats_link = driver.find_elements_by_class_name(\"excbu0j3\")" + ] + }, + { + "cell_type": "code", + "execution_count": 326, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%223%22%2C%22RoomsTo%22%3A%223.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%222%22%2C%22RoomsTo%22%3A%222.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=1',\n", + " 'https://www.snapchat.com/add/comparis.ch',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=78',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B16%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%221%22%2C%22RoomsTo%22%3A%221.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/ueber-comparis',\n", + " 'https://www.comparis.ch/comparis/karriere/jobs',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten',\n", + " 'https://twitter.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=5',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014335',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/kirchenfeld/wohnung/mieten',\n", + " 'https://www.comparis.ch/wohnen',\n", + " 'https://www.youtube.com/comparis',\n", + " 'https://www.comparis.ch/comparis/newsletter/subscribe',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B3%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=3',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.comparis.ch/comparis/info/privacy',\n", + " 'https://www.comparis.ch/immobilien/result/favoritelist',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%224%22%2C%22RoomsTo%22%3A%224.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B2%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/comparis/press/default',\n", + " 'https://www.comparis.ch/',\n", + " 'https://www.linkedin.com/company/comparis.ch-ag',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/lorraine/wohnung/mieten',\n", + " 'https://www.comparis.ch/comparis/info/kontakt',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=4',\n", + " 'https://www.comparis.ch/comparis/info/legal',\n", + " 'https://en.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " None,\n", + " 'https://it.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/Authentication/Login?successUrl=/immobilien/marktplatz/bern/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B13%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.facebook.com/comparis.ch',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B17%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/comparis/press/impressum',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B26%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/weissenbuehl/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014336',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2#top',\n", + " 'https://www.comparis.ch/magazin',\n", + " 'https://www.instagram.com/comparis_ch/',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://fr.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2']" + ] + }, + "execution_count": 326, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + "flat_links" + ] + }, + { + "cell_type": "code", + "execution_count": 327, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23014335',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014336',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344']" + ] + }, + "execution_count": 327, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links = list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + "\n", + "links" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.2. get number of result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 328, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "78" + ] + }, + "execution_count": 328, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#amount of links\n", + "nr = list(set([x[-3:] if len(str(re.findall('page', str(x))))>=3 else 0 for x in flat_links]))[0:]\n", + "\n", + "\n", + "nrlis = [\"\".join(re.findall('[0-9]', str(x))) for x in nr]\n", + "resultpages=int(max(nrlis))\n", + "resultpages\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.3 loop for all pages" + ] + }, + { + "cell_type": "code", + "execution_count": 334, + "metadata": {}, + "outputs": [ + { + "ename": "ProtocolError", + "evalue": "('Connection aborted.', ConnectionResetError(10054, 'Eine vorhandene Verbindung wurde vom Remotehost geschlossen', None, 10054, None))", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mConnectionResetError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36murlopen\u001b[1;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[0;32m 599\u001b[0m \u001b[0mbody\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mbody\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mheaders\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mheaders\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 600\u001b[1;33m chunked=chunked)\n\u001b[0m\u001b[0;32m 601\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36m_make_request\u001b[1;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[0;32m 383\u001b[0m \u001b[1;31m# otherwise it looks like a programming error was the cause.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 384\u001b[1;33m \u001b[0msix\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mraise_from\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0me\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 385\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mSocketTimeout\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mBaseSSLError\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mSocketError\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\packages\\six.py\u001b[0m in \u001b[0;36mraise_from\u001b[1;34m(value, from_value)\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36m_make_request\u001b[1;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[0;32m 379\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 380\u001b[1;33m \u001b[0mhttplib_response\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mconn\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgetresponse\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 381\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36mgetresponse\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1335\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1336\u001b[1;33m \u001b[0mresponse\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbegin\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1337\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mConnectionError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36mbegin\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 305\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 306\u001b[1;33m \u001b[0mversion\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mstatus\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreason\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_read_status\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 307\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mstatus\u001b[0m \u001b[1;33m!=\u001b[0m \u001b[0mCONTINUE\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36m_read_status\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 266\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_read_status\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 267\u001b[1;33m \u001b[0mline\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreadline\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m_MAXLINE\u001b[0m \u001b[1;33m+\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"iso-8859-1\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 268\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mline\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m>\u001b[0m \u001b[0m_MAXLINE\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + 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chunked, body_pos, **response_kw)\u001b[0m\n\u001b[0;32m 636\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 637\u001b[0m retries = retries.increment(method, url, error=e, _pool=self,\n\u001b[1;32m--> 638\u001b[1;33m _stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[0;32m 639\u001b[0m \u001b[0mretries\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 640\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\util\\retry.py\u001b[0m in \u001b[0;36mincrement\u001b[1;34m(self, method, url, response, error, _pool, _stacktrace)\u001b[0m\n\u001b[0;32m 366\u001b[0m \u001b[1;31m# Read retry?\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 367\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mread\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mFalse\u001b[0m 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"\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\packages\\six.py\u001b[0m in \u001b[0;36mraise_from\u001b[1;34m(value, from_value)\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36m_make_request\u001b[1;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[0;32m 378\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;31m# Python 3\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 379\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 380\u001b[1;33m \u001b[0mhttplib_response\u001b[0m \u001b[1;33m=\u001b[0m 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\u001b[0mresponse\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbegin\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1337\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mConnectionError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1338\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mclose\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36mbegin\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 304\u001b[0m \u001b[1;31m# read until we get a non-100 response\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 305\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 306\u001b[1;33m \u001b[0mversion\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mstatus\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreason\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_read_status\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 307\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mstatus\u001b[0m \u001b[1;33m!=\u001b[0m \u001b[0mCONTINUE\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 308\u001b[0m \u001b[1;32mbreak\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36m_read_status\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 265\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 266\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_read_status\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 267\u001b[1;33m \u001b[0mline\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreadline\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m_MAXLINE\u001b[0m \u001b[1;33m+\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"iso-8859-1\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 268\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mline\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m>\u001b[0m \u001b[0m_MAXLINE\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 269\u001b[0m \u001b[1;32mraise\u001b[0m \u001b[0mLineTooLong\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"status line\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\socket.py\u001b[0m in \u001b[0;36mreadinto\u001b[1;34m(self, b)\u001b[0m\n\u001b[0;32m 587\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 588\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 589\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_sock\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrecv_into\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mb\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 590\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 591\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_timeout_occurred\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mProtocolError\u001b[0m: ('Connection aborted.', ConnectionResetError(10054, 'Eine vorhandene Verbindung wurde vom Remotehost geschlossen', None, 10054, None))" + ] + } + ], + "source": [ + "urlOhnePage = url[:-1]\n", + "for i in range(1, (resultpages-1)):\n", + " page_url = urlOhnePage + str(i)\n", + " driver.get(page_url)\n", + " driver.execute_script(\"document.body.style.zoom = '0.1'\")\n", + " time.sleep(2.34)\n", + " flats_link = driver.find_elements_by_class_name(\"excbu0j3\")\n", + " flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + " lin= list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + " for x in lin: \n", + " links.append(x)" + ] + }, + { + "cell_type": "code", + "execution_count": 333, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2'" + ] + }, + "execution_count": 333, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 335, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "110" + ] + }, + "execution_count": 335, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links)" + ] + }, + { + "cell_type": "code", + "execution_count": 340, + "metadata": {}, + "outputs": [], + "source": [ + "linkBern = pd.DataFrame(links)\n", + "linkBern.to_csv('linksBern.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "city = 'Bern'\n", + "## url for Bern and only flats\n", + "url = \"https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A-1%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3Anull%2C%22ComparisPointsMin%22%3A-1%2C%22AdAgeMax%22%3A-1%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&page=0\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.1 Get the Links from Page 1" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Wohnung mieten in Bern - Vergleiche 780 Inserate mit comparis.ch
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" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## get the soups\n", + "html = requests.get(url).content\n", + "html\n", + "\n", + "soup = BeautifulSoup(html, \"lxml\") # Check documentation to specify 'features'\n", + "soup.prettify()\n", + "soup" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "mieten in Bern - Vergleiche 780 Inserate mit comparis.ch\n" + ] + } + ], + "source": [ + "print(soup.title)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['/immobilien/marktplatz/details/show/23024420',\n", + " '/immobilien/marktplatz/details/show/23024399',\n", + " '/immobilien/marktplatz/details/show/23024131',\n", + " '/immobilien/marktplatz/details/show/23023616']" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "##get the links\n", + "#css-5snccb excbu0j0\n", + "link = []\n", + "\n", + "for div in soup.find_all('div', attrs = {'class':'css-5snccb excbu0j0'}):\n", + " for a in div.find_all('a'):\n", + " link.append(a.get('href'))\n", + "\n", + "link\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### backup" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['Filter',\n", + " '1.5 Zimmer, 30 m²',\n", + " '1 Zimmer, 45 m²',\n", + " '2.5 Zimmer, 59 m², 2. Etage',\n", + " '2.5 Zimmer, 802 m²']" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# titles of flats --not needed --> delete\n", + "h3=soup.find_all('h3') \n", + "\n", + "beschreibung = [element.text for element in h3]\n", + "beschreibung" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'table' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[0mprice\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0msoup\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfind_all\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'span'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mattrs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m{\u001b[0m\u001b[1;34m'class'\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;34m'css-19smxur excbu0j2'\u001b[0m\u001b[1;33m}\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[0mprice\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 4\u001b[1;33m \u001b[0mprices\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0melement\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtext\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0melement\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mtable\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 5\u001b[0m \u001b[0mprices\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mNameError\u001b[0m: name 'table' is not defined" + ] + } + ], + "source": [ + "## price --> just as backup\n", + "price = soup.find_all('span', attrs = {'class':'css-19smxur excbu0j2'})\n", + "price\n", + "prices = [element.text for element in table]\n", + "prices" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Detailed Infos for each flat " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.1 List of links?" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23024420',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024399',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024131',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023616']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "linkBern = [\"https://www.comparis.ch\"+l for l in link]\n", + "linkBern" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.2 Infos for one flat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.0 get soup" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "\n", + "\n", + "1½ Zimmer Wohnung in 3008 Bern – Immobilienmarkt von comparis.ch\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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    \n", + "
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Suchabo anlegen – Verpassen Sie kein neues Inserat!

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Bitte bestätigen Sie Ihre Newsletter-Anmeldung. Klicken Sie dazu auf den Link in der Ihnen eben zugeschickten E-Mail. \n", + "
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Renovierte 1.5-Zimmer-Wohnung

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Freiburgstr. 62, 3008 Bern

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Alternative zum Mietzinsdepot – Die Mietkaution\n", + "

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Details

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Beschreibung

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Zimmer Parkett, Entree Plattenboden, Einbauschränke, vom Wohnraum abgetrennte kleine Küche mit Granit, Glaskeramik, Mikrowellen-Grill etc., moderngestaltetes kleines Badezimmer, Fenster mit Isolationsverglasung, Abendsonne, Haustüre mit Schliessanlage, Nähe öffentlicher Verkehr, kein Balkon, kein Lift.
Die Liegenschaft ist umweltfreundlich isoliert.
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Services

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Mietkaution für dieses Objekt ab
ca. CHF 112 /Jahr

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Immobilienpreise
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Miet- und Kaufpreise aus Inseraten der letzten 5 Jahre.

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Umzugsratgeber
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Der Umzugsratgeber von Comparis führt Sie in fünf Schritten von der Planung bis in die neue Wohnung.

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Weitere Angebote

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23024420
cityBern
DateofScrapping26.02.2020
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" + ], + "text/plain": [ + " 23024420\n", + "city Bern\n", + "DateofScrapping 26.02.2020" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + "source" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.1 Adress and Date of Publication" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23024420
adressFreiburgstr. 62, 3008 Bern
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" + ], + "text/plain": [ + " 23024420\n", + "adress Freiburgstr. 62, 3008 Bern" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "###\n", + "\n", + "\"\"\"\n", + "

Riedbachstrasse 80, 3027 Bern

\n", + "\n", + "\"\"\"\n", + "adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + "if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + "else:\n", + " adress = {'adress': adress_soup[0].text}\n", + "adress\n", + "adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "adress" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23024420
publication_date26.02.2020
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" + ], + "text/plain": [ + " 23024420\n", + "publication_date 26.02.2020" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Date of Publication\n", + "\n", + "\"\"\"\n", + "
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    \n", + "
  • \n", + " Erstmals gefunden am 26.02.2020\n", + "
    • \n", + "
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23024420
ratingNaN
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" + ], + "text/plain": [ + " 23024420\n", + "rating NaN" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#### rating\n", + "\"\"\"\n", + "
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\n", + "\"\"\"\n", + "rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + "if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + "else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + "rating\n", + "rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "rating" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rating_soup" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.4 Detailed overview (second smaller table)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23024420
ObjektartWohnung
MietpreisproMonat890
Wohnfläche30
Zimmer1.5
Verfügbarab01.05.2020
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" + ], + "text/plain": [ + " 23024420\n", + "Objektart Wohnung\n", + "MietpreisproMonat 890\n", + "Wohnfläche 30\n", + "Zimmer 1.5\n", + "Verfügbarab 01.05.2020" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "infos_soup = soup2.find_all('dl')\n", + "\n", + "### Categorie name\n", + "info1=[]\n", + "for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + "\n", + "info1\n", + "\n", + "### actual info\n", + "\n", + "info2=[]\n", + "for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + "\n", + "info2\n", + "\n", + "info={}\n", + "for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + "\n", + "info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + "info\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### 2.6 to one column" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ds=pd.concat([info, rating, adress, publication_date, source])" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatWohnflächeZimmerVerfügbarabratingadresspublication_datecityDateofScrapping
23024420Wohnung890301.501.05.2020NaNFreiburgstr. 62, 3008 Bern26.02.2020Bern26.02.2020
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" + ], + "text/plain": [ + " Objektart MietpreisproMonat Wohnfläche Zimmer Verfügbarab rating \\\n", + "23024420 Wohnung 890 30 1.5 01.05.2020 NaN \n", + "\n", + " adress publication_date city DateofScrapping \n", + "23024420 Freiburgstr. 62, 3008 Bern 26.02.2020 Bern 26.02.2020 " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = ds.transpose()\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3. Repeat for other flats" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/immobilien/marktplatz/details/show/23024420\n", + "/immobilien/marktplatz/details/show/23024399\n", + "/immobilien/marktplatz/details/show/23024131\n", + "/immobilien/marktplatz/details/show/23023616\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "for x in link:\n", + " print(x)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23024399',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024131',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023616']" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "link=linkBern[1:]\n", + "link" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024131\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "for x in link:\n", + " print(x)\n", + " # get soup (2.1):\n", + " html2 = requests.get(x).content\n", + " soup2 = BeautifulSoup(html2, \"lxml\")\n", + " nr = int(x[-8:]) \n", + " # get id:\n", + " nr = int(x[-8:])\n", + " ## city and date of webscrapping\n", + " source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + " \n", + " # adress:\n", + " adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + " if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + " else:\n", + " adress = {'adress': adress_soup[0].text}\n", + " adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "\n", + " #publication Date:\n", + " publication={}\n", + " publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + " for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + " publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + " \n", + " \n", + " # rating: \n", + " rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + " if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + " else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + " rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "\n", + " \n", + " # details: \n", + " infos_soup = soup2.find_all('dl')\n", + " # Categorie name\n", + " info1=[]\n", + " for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + " # actual info\n", + " info2=[]\n", + " for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + " info={}\n", + " for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + " info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + " \n", + " #row\n", + " row =pd.concat([info, rating, adress, publication_date, source])\n", + " row = row.transpose()\n", + " # merge with dataset\n", + " ds=pd.concat([ds, row], sort=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\haenni\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\ipykernel_launcher.py:1: FutureWarning: Sorting because non-concatenation axis is not aligned. A future version\n", + "of pandas will change to not sort by default.\n", + "\n", + "To accept the future behavior, pass 'sort=False'.\n", + "\n", + "To retain the current behavior and silence the warning, pass 'sort=True'.\n", + "\n", + " \"\"\"Entry point for launching an IPython kernel.\n" + ] + }, + { + "data": { + "text/html": [ + "
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Balkon(e)BaujahrDateofScrappingEinstellplatzGeschossHaustiereerlaubtKabel-TVLiftMietpreisproMonatMietpreisproMonat(exkl.NK)Minergie-zertifiziertNebenkostenObjektartVerfügbarabWohnflächeZimmeradresscitypublication_daterating
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Balkon(e)BaujahrDateofScrappingEinstellplatzGeschossHaustiereerlaubtKabel-TVLiftMietpreisproMonatMietpreisproMonat(exkl.NK)Minergie-zertifiziertNebenkostenObjektartVerfügbarabWohnflächeZimmeradresscitypublication_daterating
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossBaujahrVerfügbarabBalkon(e)EinstellplatzLiftHaustiereerlaubtKabel-TVMinergie-zertifiziertratingadresspublication_datecityDateofScrapping
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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "23024131 Wohnung 1490 1310 180 \n", + "\n", + " Wohnfläche Zimmer Geschoss Baujahr Verfügbarab Balkon(e) \\\n", + "23024131 59 2.5 2.Stock 2013 01.06.2020 1 \n", + "\n", + " Einstellplatz Lift Haustiereerlaubt Kabel-TV Minergie-zertifiziert \\\n", + "23024131 1 1 1 1 1 \n", + "\n", + " rating adress publication_date city \\\n", + "23024131 4 Riedbachstrasse 80, 3027 Bern 26.02.2020 Bern \n", + "\n", + " DateofScrapping \n", + "23024131 26.02.2020 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "row" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# merge" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "### add a colum for the date of werbscrabing\n", + "### add colum for the city" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "## 3.3 save to csv" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.ipynb_checkpoints/linkedin scraping-checkpoint.ipynb b/your-project/.ipynb_checkpoints/linkedin scraping-checkpoint.ipynb new file mode 100644 index 0000000..009957d --- /dev/null +++ b/your-project/.ipynb_checkpoints/linkedin scraping-checkpoint.ipynb @@ -0,0 +1,366 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "from selenium import webdriver\n", + "from selenium.webdriver.common.keys import Keys\n", + "from selenium.webdriver.common.action_chains import ActionChains\n", + "from selenium.webdriver.chrome.options import Options\n", + "from getpass import getpass\n", + "import csv" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "wdpath = \"C:/Users/haenni/Documents/GitHub/Project-Week-4/your-project/chromedriver\"\n", + "\n", + "\n", + "driver = webdriver.Chrome(wdpath)\n", + "\n", + "#driver = webdriver.Chrome()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "driver.get(\"https://www.comparis.ch/immobilien/default\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Enter your email:········\n" + ] + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "username.send_keys(my_email)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "password = driver.find_element_by_name(\"session_password\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Enter your password········\n" + ] + } + ], + "source": [ + "my_password = getpass(\"Enter your password\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "password.send_keys(my_password)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "log_in_button = driver.find_element_by_class_name(\"sign-in-form__submit-btn\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "log_in_button.click()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "job_button = driver.find_element_by_id(\"jobs-nav-item\")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "job_button.click()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "job_search = driver.find_elements_by_class_name(\"jobs-search-box__text-input\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Enter job title: data analyst\n" + ] + } + ], + "source": [ + "job_title = input(\"Enter job title: \")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "job_search[0].send_keys(job_title)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Enter location:luzern\n" + ] + } + ], + "source": [ + "job_city = input(\"Enter location:\")" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "job_search[2].send_keys(job_city)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "job_search[2].send_keys(Keys.ENTER)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "## access all the links\n", + "n_xpaths = math.ceil(int(driver.find_element_by_class_name(\"t-12\").text.split()[0].replace(',', '')))" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "n_links = 0" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "url = driver.current_url + '&start='" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "for i in range(0, n_xpaths+1, 25):\n", + " page_url = url + str(i)\n", + " driver.get(page_url)\n", + " time.sleep(1.32)\n", + " \n", + "for j in range(2):\n", + " driver.find_element_by_class_name('job-card-search__link-wrapper').send_keys(Keys.END)\n", + " time.sleep(1) \n", + "jobs_raw = driver.find_elements_by_class_name('job-card-search__link-wrapper')" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "job_links = list(set([job.get_attribute('href')[:45] for job in jobs_raw]))" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "csv_path = job_title.replace(' ', '_') + \"_\" + job_city.replace(' ', '_') + \"_links.csv\"" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Page 1: 15 links scraped (15 total)\n" + ] + } + ], + "source": [ + "n_links += len(job_links)\n", + "\n", + "print(f\"\\nPage {int(((i)/25)+1)}: {len(job_links)} links scraped ({n_links} total)\")\n", + "\n", + "if i == 0:\n", + "\n", + " if not os.path.isfile(csv_path):\n", + " with open(csv_path, 'w', newline='') as myfile:\n", + " wr = csv.writer(myfile, quoting=csv.QUOTE_ALL)\n", + " wr.writerow(job_links)\n", + " else:\n", + " with open(csv_path, 'a', newline='') as myfile:\n", + " wr = csv.writer(myfile, quoting=csv.QUOTE_ALL)\n", + " wr.writerow(job_links)\n", + "else:\n", + " with open(csv_path, 'a', newline='') as myfile:\n", + " wr = csv.writer(myfile, quoting=csv.QUOTE_ALL)\n", + " wr.writerow(job_links)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "You scraped 15 data analyst job links in luzern. It's gonna be stored in data_analyst_luzern_links.csv\n", + "\n", + "Closing driver\n" + ] + } + ], + "source": [ + "print(f\"\\nYou scraped {n_links} {job_title.replace('_', ' ')} job links in {job_city}. It\\'s gonna be stored in {csv_path}\") \n", + "\n", + "print('\\nClosing driver')\n", + "driver.quit()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/1.1 Scrapping_Bern.ipynb b/your-project/1.1 Scrapping_Bern.ipynb new file mode 100644 index 0000000..5a63e80 --- /dev/null +++ b/your-project/1.1 Scrapping_Bern.ipynb @@ -0,0 +1,5500 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Web Scrapping Comparis" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "from selenium import webdriver\n", + "from selenium.webdriver.common.keys import Keys\n", + "from selenium.webdriver.common.action_chains import ActionChains\n", + "from selenium.webdriver.chrome.options import Options\n", + "from getpass import getpass\n", + "import csv\n", + "import requests\n", + "from bs4 import BeautifulSoup\n", + "import re\n", + "import pandas as pd\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Get the links for all flats announced in City X" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=0'" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# select city and define url\n", + "city = 'Bern'.lower()\n", + "url = \"https://www.comparis.ch/immobilien/marktplatz/\"+city+\"/wohnung/mieten?page=0\"\n", + "url" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "wdpath = \"chromedriver\"\n", + "driver = webdriver.Chrome(wdpath)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.1 Webscrapping for page 1" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "url=\"https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2\"\n", + "driver.get(url)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "## minimize the size of the side, so that we get all the links\n", + "driver.execute_script(\"document.body.style.zoom = '0.1'\")" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "flats_link = driver.find_elements_by_class_name(\"excbu0j3\")" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/3-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.instagram.com/comparis_ch/',\n", + " 'https://www.comparis.ch/immobilien/result/favoritelist',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/studio/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/moebilierte-wohnung/mieten',\n", + " 'https://it.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/comparis/info/legal',\n", + " 'https://www.linkedin.com/company/comparis.ch-ag',\n", + " 'https://fr.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/weissenbuehl/wohnung/mieten',\n", + " 'https://www.comparis.ch/comparis/newsletter/subscribe',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.facebook.com/comparis.ch',\n", + " 'https://www.comparis.ch/magazin',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/lorraine/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/5-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/comparis/karriere/jobs',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/haus/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2#top',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=4',\n", + " 'https://www.comparis.ch/comparis/press/default',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295',\n", + " 'https://www.comparis.ch/comparis/info/kontakt',\n", + " 'https://www.comparis.ch/Authentication/Login?successUrl=/immobilien/marktplatz/bern/wohnung/mieten',\n", + " 'https://www.snapchat.com/add/comparis.ch',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016581',\n", + " 'https://www.comparis.ch/wohnen',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/loft/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wg-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " None,\n", + " 'https://www.comparis.ch/comparis/press/impressum',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=3',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/maisonette/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/kirchenfeld/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/4-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=78',\n", + " 'https://www.comparis.ch/ueber-comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=5',\n", + " 'https://en.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/comparis/info/privacy',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/bastelraum/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23017350',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/1-zimmer/mieten',\n", + " 'https://www.youtube.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/dachwohnung/mieten',\n", + " 'https://www.comparis.ch/',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/attika/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/einzelzimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/parkplatz-garage/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=1',\n", + " 'https://twitter.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/2-zimmer/mieten']" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + "flat_links" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23016581',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23017350',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295']" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links = list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + "\n", + "links" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10\n" + ] + } + ], + "source": [ + "print(len(links))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.2. Get number of result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "78" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#amount of links\n", + "nr = list(set([x[-3:] if len(str(re.findall('page', str(x))))>=3 else 0 for x in flat_links]))[0:]\n", + "\n", + "\n", + "nrlis = [\"\".join(re.findall('[0-9]', str(x))) for x in nr]\n", + "resultpages=int(max(nrlis))\n", + "resultpages\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.3 Get links from flats from all the result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "urlOhnePage = url[:-1]\n", + "for i in range(1, (resultpages-1)):\n", + " page_url = urlOhnePage + str(i)\n", + " driver.get(page_url)\n", + " driver.execute_script(\"document.body.style.zoom = '0.1'\")\n", + " time.sleep(2.342)\n", + " flats_link = driver.find_elements_by_class_name(\"excbu0j3\")\n", + " flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + " lin= list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + " for x in lin: \n", + " links.append(x)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.4 Save lis of links to a csv" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "722" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.DataFrame(links, columns =['link'])\n", + "linklist.to_csv('./Data/links_'+city+'.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Detailed Infos for each flat " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.1 Load Links and change type to list" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.read_csv('./Data/links_'+city+'.csv', index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "linklist=list(linklist['link'])" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "722" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(linklist)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.2 Infos for one flat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.0 get soup" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "\n", + "\n", + "3 Zimmer Wohnung in 3007 Bern – Immobilienmarkt von comparis.ch\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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\n", + " Sicher und stressfrei in Ihr neues Zuhause einziehen.\n", + "

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Beschreibung

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\n", + " Die Wohnung bietet:
- 3 Zimmer
- Bad mit Badewanne
- einfache Küche
- Kellerabteil + Estrich + Fahrradkeller
- sonniger Balkon
- nähe Stadtzentrum, 15 min. zu Fuss zum HBF
- Coop + Denner um die Ecke
- Bar, Pizza, Kiosk um die Ecke
- leise Heizung (kein blubbern oder sowas)
- Reduit im Eingangsbereich
- wenn gewünscht mit Deckenventilator.

Diese nette Wohnung werde ich am Anfang April zugunsten meiner neuen 2 1/2 Zimmerwohnung aufge...\n", + "
\n", + "Mehr
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Services

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\n", + "\t\t\t\tBlockieren Sie Ihr Geld nicht auf einem Bankdepot\n", + "\t\t\t

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Mietkaution für dieses Objekt ab
ca. CHF 187 /Jahr

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Immobilienpreise
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\n", + "\t\t\t\tWas bezahlen Ihre Nachbarn?\n", + "\t\t\t

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Miet- und Kaufpreise aus Inseraten der letzten 5 Jahre.

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Umzugsratgeber
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\n", + "\t\t\t\tUmzugs-Checkliste:\n", + "\t\t\t

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Der Umzugsratgeber von Comparis führt Sie in fünf Schritten von der Planung bis in die neue Wohnung.

\n", + "
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  • \n", + "newhome.ch\n", + "
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    • \n", + "
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Weitere Angebote

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Login
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23016581
citybern
DateofScrapping26.02.2020
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" + ], + "text/plain": [ + " 23016581\n", + "city bern\n", + "DateofScrapping 26.02.2020" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + "source" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.1 Adress and Date of Publication" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23016581
adressKonsumstrasse 8, 3007 Bern
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" + ], + "text/plain": [ + " 23016581\n", + "adress Konsumstrasse 8, 3007 Bern" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "###\n", + "\n", + "\"\"\"\n", + "

Riedbachstrasse 80, 3027 Bern

\n", + "\n", + "\"\"\"\n", + "adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + "if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + "else:\n", + " adress = {'adress': adress_soup[0].text}\n", + "adress\n", + "adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "adress" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23016581
publication_date25.02.2020
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" + ], + "text/plain": [ + " 23016581\n", + "publication_date 25.02.2020" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Date of Publication\n", + "\n", + "\"\"\"\n", + "
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    \n", + "
  • \n", + " Erstmals gefunden am 26.02.2020\n", + "
    • \n", + "
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\n", + "\"\"\"\n", + "\n", + "publication={}\n", + "publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + "for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + "publication\n", + "publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + "publication_date" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### (##2.2.2 Overview (First large table)##)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Wohnung', \"CHF 1'480\", '3', '68 m²', 'ca. CHF 187 /Jahr']" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## Overview from one flat --> not used?\n", + "overview=[]\n", + "overview_soup = soup2.find_all('div', attrs = {'class':'item-price large'})\n", + "for element in overview_soup:\n", + " for x in element.find_all('strong'):\n", + " overview.append(x.text)\n", + "overview\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.3 Ratings" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ratingNaN
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\n", + "\"\"\"\n", + "rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + "if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + "else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + "rating\n", + "rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "rating" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rating_soup" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.4 Detailed overview (second smaller table)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23016581
ObjektartWohnung
MietpreisproMonat1480
MietpreisproMonat(exkl.NK)1240
Nebenkosten240
Wohnfläche68
Zimmer3
Geschoss2.Stock
Verfügbarab01.05.2020
Balkon(e)1
Lift1
AltesGebäude1
ÖV-Haltestelle40m
Einkaufsmöglichkeit50m
\n", + "
" + ], + "text/plain": [ + " 23016581\n", + "Objektart Wohnung\n", + "MietpreisproMonat 1480\n", + "MietpreisproMonat(exkl.NK) 1240\n", + "Nebenkosten 240\n", + "Wohnfläche 68\n", + "Zimmer 3\n", + "Geschoss 2.Stock\n", + "Verfügbarab 01.05.2020\n", + "Balkon(e) 1\n", + "Lift 1\n", + "AltesGebäude 1\n", + "ÖV-Haltestelle 40m\n", + "Einkaufsmöglichkeit 50m" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "infos_soup = soup2.find_all('dl')\n", + "\n", + "### Categorie name\n", + "info1=[]\n", + "for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + "\n", + "info1\n", + "\n", + "### actual info\n", + "\n", + "info2=[]\n", + "for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + "\n", + "info2\n", + "\n", + "info={}\n", + "for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + "\n", + "info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + "info\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### 2.6 to one column" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ds=pd.concat([info, rating, adress, publication_date, source])" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)LiftAltesGebäudeÖV-HaltestelleEinkaufsmöglichkeitratingadresspublication_datecityDateofScrapping
23016581Wohnung148012402406832.Stock01.05.202011140m50mNaNKonsumstrasse 8, 3007 Bern25.02.2020bern26.02.2020
\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "23016581 Wohnung 1480 1240 240 \n", + "\n", + " Wohnfläche Zimmer Geschoss Verfügbarab Balkon(e) Lift AltesGebäude \\\n", + "23016581 68 3 2.Stock 01.05.2020 1 1 1 \n", + "\n", + " ÖV-Haltestelle Einkaufsmöglichkeit rating \\\n", + "23016581 40m 50m NaN \n", + "\n", + " adress publication_date city DateofScrapping \n", + "23016581 Konsumstrasse 8, 3007 Bern 25.02.2020 bern 26.02.2020 " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = ds.transpose()\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3. Repeat for other flats" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "https://www.comparis.ch/immobilien/marktplatz/details/show/23016581\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23016600\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23014342\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23017350\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23016559\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23014346\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23016606\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23014344\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23014339\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23018295\n", + 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"https://www.comparis.ch/immobilien/marktplatz/details/show/22234055\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21822676\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21988062\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22965465\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21728072\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21822674\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21786260\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22984740\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21480256\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22716595\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21288148\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21805866\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21717612\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21373623\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21867110\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22174563\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22919634\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22749461\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21480203\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21056128\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21202121\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21161839\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20842281\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "for x in linklist:\n", + " print(x)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23017350',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023602',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023377',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023371',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020985',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020983',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023376',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023374',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23022989',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018279',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018904',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016581',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23017350',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014336',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012211',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014335',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012690',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012299',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012149',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012863',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012147',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012689',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024824',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23010526',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011226',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011219',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011217',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011230',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011216',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012103',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011229',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011220',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018298',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009321',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011795',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23008236',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23010040',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009241',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009096',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23008832',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009245',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009092',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012360',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001635',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023375',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23004548',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23003638',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23003778',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001358',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23007278',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001357',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23004647',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23008032',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23000701',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996918',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23000224',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999678',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23000765',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001261',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22998916',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999694',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999794',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996209',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22995891',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/18016327',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996108',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996914',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996295',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23005365',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996913',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22995468',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996912',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992739',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992547',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992825',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22993702',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22995364',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999034',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992694',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992548',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992763',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992939',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22991121',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992542',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22990768',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992695',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22991787',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992543',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992351',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992693',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992349',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22990698',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22989570',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22988325',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22989566',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22988936',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22990583',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22990662',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22989564',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22987640',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22996917',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22989088',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22985085',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22983446',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22988431',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22985629',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22985339',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22985624',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22983541',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22984174',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22985498',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22984975',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22988283',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22982410',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22981792',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22978925',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22983111',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22978923',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22983220',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22983138',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22992546',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22981726',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22976921',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22978084',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22978104',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22977163',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22976434',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22976247',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22976109',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22989567',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23015857',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22977159',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22973983',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22972391',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22975983',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22983532',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22976101',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/17555800',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22974055',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22974414',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22972384',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22976009',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22968430',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22972274',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22970510',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22969201',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22972269',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22972268',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22970532',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22970533',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22970327',\n", + " 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#publication Date:\n", + " publication={}\n", + " publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + " for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + " publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + " \n", + " \n", + " # rating: \n", + " rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + " if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + " else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + " rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "\n", + " \n", + " # details: \n", + " infos_soup = soup2.find_all('dl')\n", + " # Categorie name\n", + " info1=[]\n", + " for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + " # actual info\n", + " info2=[]\n", + " for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + " info={}\n", + " for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + " info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + " \n", + " #row\n", + " row =pd.concat([info, rating, adress, publication_date, source])\n", + " row = row.transpose()\n", + " # merge with dataset\n", + " ds=pd.concat([ds, row], sort=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...KubaturHochparterreNeubauWohnungenWasseranschlussToilettenMittelhausMöbliertJährlicherMietpreisprom²JährlicherMietpreisprom²(exkl.NK)
23016581Wohnung148012402406832.Stock01.05.202011...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500320030014052.Stock01.05.202011...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung17101470240733.5NaN01.03.202011...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23017350Wohnung11801030150NaN21.Stock01.05.20201NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016559Wohnung13601230130442.53.Stock01.06.2020NaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
..................................................................
21480203Wohnung180415242809033.StockNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
21056128Wohnung1150NaNNaNNaN12.StocknachVereinbarung1NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
21202121Wohnung179015102808933.StocksofortNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
21161839Loft280025003001441EGsofort11...NaNNaN1NaNNaNNaNNaNNaNNaNNaN
20842281Wohnung1800NaNNaNNaN2.5NaNnachVereinbarungNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
\n", + "

722 rows × 42 columns

\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "23016581 Wohnung 1480 1240 240 \n", + "23016600 Wohnung 3500 3200 300 \n", + "23014342 Wohnung 1710 1470 240 \n", + "23017350 Wohnung 1180 1030 150 \n", + "23016559 Wohnung 1360 1230 130 \n", + "... ... ... ... ... \n", + "21480203 Wohnung 1804 1524 280 \n", + "21056128 Wohnung 1150 NaN NaN \n", + "21202121 Wohnung 1790 1510 280 \n", + "21161839 Loft 2800 2500 300 \n", + "20842281 Wohnung 1800 NaN NaN \n", + "\n", + " Wohnfläche Zimmer Geschoss Verfügbarab Balkon(e) Lift ... \\\n", + "23016581 68 3 2.Stock 01.05.2020 1 1 ... \n", + "23016600 140 5 2.Stock 01.05.2020 1 1 ... \n", + "23014342 73 3.5 NaN 01.03.2020 1 1 ... \n", + "23017350 NaN 2 1.Stock 01.05.2020 1 NaN ... \n", + "23016559 44 2.5 3.Stock 01.06.2020 NaN NaN ... \n", + "... ... ... ... ... ... ... ... \n", + "21480203 90 3 3.Stock NaN NaN NaN ... \n", + "21056128 NaN 1 2.Stock nachVereinbarung 1 NaN ... \n", + "21202121 89 3 3.Stock sofort NaN NaN ... \n", + "21161839 144 1 EG sofort 1 1 ... \n", + "20842281 NaN 2.5 NaN nachVereinbarung NaN NaN ... \n", + "\n", + " Kubatur Hochparterre Neubau Wohnungen Wasseranschluss Toiletten \\\n", + "23016581 NaN NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN NaN \n", + "23014342 NaN NaN NaN NaN NaN NaN \n", + "23017350 NaN NaN NaN NaN NaN NaN \n", + "23016559 NaN NaN NaN NaN NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21480203 NaN NaN NaN NaN NaN NaN \n", + "21056128 NaN NaN NaN NaN NaN NaN \n", + "21202121 NaN NaN NaN NaN NaN NaN \n", + "21161839 NaN NaN 1 NaN NaN NaN \n", + "20842281 NaN NaN NaN NaN NaN NaN \n", + "\n", + " Mittelhaus Möbliert JährlicherMietpreisprom² \\\n", + "23016581 NaN NaN NaN \n", + "23016600 NaN NaN NaN \n", + "23014342 NaN NaN NaN \n", + "23017350 NaN NaN NaN \n", + "23016559 NaN NaN NaN \n", + "... ... ... ... \n", + "21480203 NaN NaN NaN \n", + "21056128 NaN NaN NaN \n", + "21202121 NaN NaN NaN \n", + "21161839 NaN NaN NaN \n", + "20842281 NaN NaN NaN \n", + "\n", + " JährlicherMietpreisprom²(exkl.NK) \n", + "23016581 NaN \n", + "23016600 NaN \n", + "23014342 NaN \n", + "23017350 NaN \n", + "23016559 NaN \n", + "... ... \n", + "21480203 NaN \n", + "21056128 NaN \n", + "21202121 NaN \n", + "21161839 NaN \n", + "20842281 NaN \n", + "\n", + "[722 rows x 42 columns]" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.3 Save to csv" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [], + "source": [ + "ds.to_csv('./Data/flats_'+ city + '.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Verfügbarab',\n", + " 'Balkon(e)', 'Lift', 'AltesGebäude', 'ÖV-Haltestelle',\n", + " 'Einkaufsmöglichkeit', 'rating', 'adress', 'publication_date', 'city',\n", + " 'DateofScrapping', 'Nutzfläche', 'Baujahr', 'Aussenparkplatz',\n", + " 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich', 'Kindergarten',\n", + " 'Primarschule', 'Sekundarschule', 'Autobahn', 'Einstellplatz',\n", + " 'Rollstuhlgängig', 'Minergie-zertifiziert', 'Cheminée', 'Kubatur',\n", + " 'Hochparterre', 'Neubau', 'Wohnungen', 'Wasseranschluss', 'Toiletten',\n", + " 'Mittelhaus', 'Möbliert', 'JährlicherMietpreisprom²',\n", + " 'JährlicherMietpreisprom²(exkl.NK)'],\n", + " dtype='object')" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/1.2 Scrapping_Zuerich.ipynb b/your-project/1.2 Scrapping_Zuerich.ipynb new file mode 100644 index 0000000..eec5933 --- /dev/null +++ b/your-project/1.2 Scrapping_Zuerich.ipynb @@ -0,0 +1,5269 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Web Scrapping Comparis" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "from selenium import webdriver\n", + "from selenium.webdriver.common.keys import Keys\n", + "from selenium.webdriver.common.action_chains import ActionChains\n", + "from selenium.webdriver.chrome.options import Options\n", + "from getpass import getpass\n", + "import csv\n", + "import requests\n", + "from bs4 import BeautifulSoup\n", + "import re\n", + "import pandas as pd\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Get the links for all flats announced in City X" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0'" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# select city and define url\n", + "city = 'Zuerich'.lower()\n", + "url = \"https://www.comparis.ch/immobilien/marktplatz/\"+city+\"/wohnung/mieten?page=0\"\n", + "url" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "wdpath = \"chromedriver\"\n", + "driver = webdriver.Chrome(wdpath)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.1 Webscrapping for page 1" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "url = \"https://www.comparis.ch/immobilien/marktplatz/\"+city+\"/wohnung/mieten?page=0\"\n", + "driver.get(url)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "## minimize the size of the side, so that we get all the links\n", + "driver.execute_script(\"document.body.style.zoom = '0.1'\")" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "flats_link = driver.find_elements_by_class_name(\"excbu0j3\")" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%223%22%2C%22RoomsTo%22%3A%223.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/comparis/press/default',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%222%22%2C%22RoomsTo%22%3A%222.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=1',\n", + " 'https://en.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/comparis/info/privacy',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=99',\n", + " 'https://www.comparis.ch/Authentication/Login?successUrl=/immobilien/marktplatz/zuerich/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=4',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026014',\n", + " 'https://www.comparis.ch/wohnen',\n", + " 'https://www.comparis.ch/comparis/newsletter/subscribe',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025970',\n", + " 'https://www.comparis.ch/ueber-comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/hirslanden/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0#top',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B26%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025557',\n", + " 'https://www.comparis.ch/comparis/info/legal',\n", + " 'https://www.youtube.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=5',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025556',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.linkedin.com/company/comparis.ch-ag',\n", + " 'https://www.comparis.ch/',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B13%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B6%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025969',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=3',\n", + " 'https://www.facebook.com/comparis.ch',\n", + " 'https://fr.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B17%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B3%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%221%22%2C%22RoomsTo%22%3A%221.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B2%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B5%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " None,\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025959',\n", + " 'https://www.snapchat.com/add/comparis.ch',\n", + " 'https://twitter.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025678',\n", + " 'https://it.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/comparis/press/impressum',\n", + " 'https://www.comparis.ch/comparis/karriere/jobs',\n", + " 'https://www.comparis.ch/comparis/info/kontakt',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/hottingen/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026064',\n", + " 'https://www.comparis.ch/immobilien/result/favoritelist',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025958',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B4%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3A%221200%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Z%C3%BCrich%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.instagram.com/comparis_ch/',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/fluntern/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/zuerich/wohnung/mieten',\n", + " 'https://www.comparis.ch/magazin']" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + "flat_links" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23026064',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025958',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025557',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025556',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025959',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026014',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025969',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025678',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025970']" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links = list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + "\n", + "links" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10\n" + ] + } + ], + "source": [ + "print(len(links))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.2. Get number of result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "99" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#amount of links\n", + "nr = list(set([x[-3:] if len(str(re.findall('page', str(x))))>=3 else 0 for x in flat_links]))[0:]\n", + "\n", + "\n", + "nrlis = [\"\".join(re.findall('[0-9]', str(x))) for x in nr]\n", + "resultpages=int(max(nrlis))\n", + "resultpages\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.3 Get links from flats from all the result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "urlOhnePage = url[:-1]\n", + "for i in range(1, (resultpages-1)):\n", + " page_url = urlOhnePage + str(i)\n", + " driver.get(page_url)\n", + " driver.execute_script(\"document.body.style.zoom = '0.1'\")\n", + " time.sleep(2.342)\n", + " flats_link = driver.find_elements_by_class_name(\"excbu0j3\")\n", + " flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + " lin= list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + " for x in lin: \n", + " links.append(x)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.4 Save lis of links to a csv" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "970" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.DataFrame(links, columns =['link'])\n", + "linklist.to_csv('./Data/links_'+city+'.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Detailed Infos for each flat " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.1 Load Links and change type to list" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.read_csv('./Data/links_'+city+'.csv', index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "linklist=list(linklist['link'])" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "970" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(linklist)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.2 Infos for one flat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.0 get soup" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "\n", + "\n", + "4½ Zimmer Wohnung in 8047 Zürich ZH – Immobilienmarkt von comparis.ch\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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Lichtdurchflutete, offene und geräumige 4.5 Zimmerwohnung per 01.05. in Albisrieden

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8047 Zürich ZH

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Alternative zum Mietzinsdepot – Die Mietkaution\n", + "

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Beschreibung

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Dieses Schmuckstück bietet so einiges;3 Schlafzimmer, all zwischen 14.5 und 15.5 m2. Von jedem Zimmer gelangt man zum grossen Balkon.\n", + "
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Die gesamte Wohnung ist mit bodentiefen Fenstern verseht und bietet somit von morgens bis abends Tageslicht.\n", + "
Zudem mangelt es nicht an ausreichendem Stauraum, dank den vielen Wandschränken.\n", + "
Auf dem Balkon kann man von morgens bis nachmittags die Sonne geniessen, auf der Dachterrasse, welche sich eine Etage oberhalb befindet (privat natürlich und mit direktem Zugang von der Wohnung aus), geniesst man die Sonne von nachmittags bis zum Untergang, inkl. Blick über Zürich.\n", + "
Im Freilager Areal befinden sich jegliche Geschäfte, der Innenhof ist autofrei, ein Spar, welcher von Mo-Sa bis 20.00 Uhr geöffnet hat und für alle Feinschmecker, ist die Brasserie Freilager gleich um die Ecke.\n", + "
Parkplatz (Garage) 190.- (kann dazugemietet werden)\n", + "
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Der Umzugsratgeber von Comparis führt Sie in fünf Schritten von der Planung bis in die neue Wohnung.

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23026064
cityzuerich
DateofScrapping26.02.2020
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23026064
adress8047 Zürich ZH
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" + ], + "text/plain": [ + " 23026064\n", + "adress 8047 Zürich ZH" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "###\n", + "\n", + "\"\"\"\n", + "

Riedbachstrasse 80, 3027 Bern

\n", + "\n", + "\"\"\"\n", + "adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + "if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + "else:\n", + " adress = {'adress': adress_soup[0].text}\n", + "adress\n", + "adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "adress" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23026064
publication_date26.02.2020
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" + ], + "text/plain": [ + " 23026064\n", + "publication_date 26.02.2020" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Date of Publication\n", + "\n", + "\"\"\"\n", + "
\n", + "
    \n", + "
  • \n", + " Erstmals gefunden am 26.02.2020\n", + "
    • \n", + "
\n", + "
\n", + "\"\"\"\n", + "\n", + "publication={}\n", + "publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + "for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + "publication\n", + "publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + "publication_date" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### (##2.2.2 Overview (First large table)##)" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Wohnung', \"CHF 3'530\", '4½', 'ca. CHF 445 /Jahr']" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## Overview from one flat --> not used?\n", + "overview=[]\n", + "overview_soup = soup2.find_all('div', attrs = {'class':'item-price large'})\n", + "for element in overview_soup:\n", + " for x in element.find_all('strong'):\n", + " overview.append(x.text)\n", + "overview\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.3 Ratings" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23026064
ratingNaN
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" + ], + "text/plain": [ + " 23026064\n", + "rating NaN" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#### rating\n", + "\"\"\"\n", + "
\n", + " \n", + " \n", + " \n", + " 4\n", + " \n", + " \n", + "
\n", + "\"\"\"\n", + "rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + "if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + "else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + "rating\n", + "rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "rating" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rating_soup" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.4 Detailed overview (second smaller table)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23026064
ObjektartWohnung
MietpreisproMonat3530
Zimmer4.5
VerfügbarabnachVereinbarung
\n", + "
" + ], + "text/plain": [ + " 23026064\n", + "Objektart Wohnung\n", + "MietpreisproMonat 3530\n", + "Zimmer 4.5\n", + "Verfügbarab nachVereinbarung" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "infos_soup = soup2.find_all('dl')\n", + "\n", + "### Categorie name\n", + "info1=[]\n", + "for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + "\n", + "info1\n", + "\n", + "### actual info\n", + "\n", + "info2=[]\n", + "for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + "\n", + "info2\n", + "\n", + "info={}\n", + "for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + "\n", + "info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + "info\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### 2.6 to one column" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ds=pd.concat([info, rating, adress, publication_date, source])" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatZimmerVerfügbarabratingadresspublication_datecityDateofScrapping
23026064Wohnung35304.5nachVereinbarungNaN8047 Zürich ZH26.02.2020zuerich26.02.2020
\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat Zimmer Verfügbarab rating \\\n", + "23026064 Wohnung 3530 4.5 nachVereinbarung NaN \n", + "\n", + " adress publication_date city DateofScrapping \n", + "23026064 8047 Zürich ZH 26.02.2020 zuerich 26.02.2020 " + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = ds.transpose()\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3. Repeat for other flats" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "https://www.comparis.ch/immobilien/marktplatz/details/show/23026064\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025958\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025554\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025557\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025556\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025959\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23026014\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025969\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025678\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025970\n", + 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"https://www.comparis.ch/immobilien/marktplatz/details/show/22781027\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22993494\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22782155\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22781046\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22780987\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22780528\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22781014\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22786030\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22781010\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22777623\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22781008\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22422600\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22782191\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22777463\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22770492\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22937547\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22770585\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22770590\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22770592\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22777351\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22777404\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22777353\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22770019\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22774720\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22852683\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22936987\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22768510\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22916086\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22773089\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22907629\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22772042\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22764888\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/8961935\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22772023\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22763829\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22761716\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22762543\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22762545\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22768369\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22967893\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22762056\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22760576\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22762524\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22827616\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22757246\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22756264\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22755819\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22759005\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22753365\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22758499\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22755805\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22783526\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22756321\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22301802\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22936442\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745106\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22748289\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22752840\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22744849\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745084\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22746944\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745041\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745083\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22897606\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22740010\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745304\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22743450\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22745136\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22746667\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22739253\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22741062\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22746872\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22739249\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22741330\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22736146\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23001512\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22988570\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22736811\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22736106\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22963824\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23008034\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22740113\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22738172\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22736591\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22830190\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22733655\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22732592\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22740016\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22737001\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22732952\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22735137\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22735169\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22734534\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22736097\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22726078\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22724464\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22725649\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22112731\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22726725\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22723109\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22727844\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22723112\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22725655\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22723121\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22722155\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22718919\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22722147\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22723098\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22112734\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22719512\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22716148\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22722326\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22721606\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22370205\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22714424\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22714422\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22710373\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22714433\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22751112\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23012853\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22715258\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22714404\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22714435\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22720602\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21372668\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22967898\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22708241\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22706053\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22993541\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22712641\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23026103\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22705234\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23001480\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22708227\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22705200\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22702978\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22705194\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22705202\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22827461\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22701451\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22704046\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22702980\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22918966\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22702982\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22700143\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22888865\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22697618\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23012827\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22700144\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22901785\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22701512\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22701488\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22949170\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22967884\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "for x in linklist:\n", + " print(x)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23025958',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025557',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025556',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025959',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026014',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025969',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025678',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025970',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025154',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024860',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025749',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024828',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025383',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025401',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025400',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025382',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025409',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024134',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024113',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024827',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024757',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024966',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025410',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024101',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024760',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024647',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024646',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023573',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023289',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023271',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023261',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024135',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23022951',\n", + " 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'https://www.comparis.ch/immobilien/marktplatz/details/show/22112734',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22719512',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22716148',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22722326',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22721606',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22370205',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22714424',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22714422',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22710373',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22714433',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22751112',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012853',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22715258',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22714404',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22714435',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22720602',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21372668',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22967898',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22708241',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22706053',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22993541',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22712641',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026103',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22705234',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001480',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22708227',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22705200',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22702978',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22705194',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22705202',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22827461',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22701451',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22704046',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22702980',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22918966',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22702982',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22700143',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22888865',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22697618',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012827',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22700144',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22901785',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22701512',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22701488',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22949170',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22967884']" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "link=linklist[1:]\n", + "link" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "849\n", + "850\n", + "851\n", + "852\n", + "853\n", + "854\n", + "855\n", + "856\n", + "857\n", + "858\n", + "859\n", + "860\n", + "861\n", + "862\n", + "863\n", + "864\n", + "865\n", + "866\n", + "867\n", + "868\n", + "869\n", + "870\n", + "871\n", + "872\n", + "873\n", + "874\n", + "875\n", + "876\n", + "877\n", + "878\n", + "879\n", + "880\n", + "881\n", + "882\n", + "883\n", + "884\n", + "885\n", + "886\n", + "887\n", + "888\n", + "889\n", + "890\n", + "891\n", + "892\n", + "893\n", + "894\n", + "895\n", + "896\n", + "897\n", + "898\n", + "899\n", + "900\n", + "901\n", + "902\n", + "903\n", + "904\n", + "905\n", + "906\n", + "907\n", + "908\n", + "909\n", + "910\n", + "911\n", + "912\n", + "913\n", + "914\n", + "915\n", + "916\n", + "917\n", + "918\n", + "919\n", + "920\n", + "921\n", + "922\n", + "923\n", + "924\n", + "925\n", + "926\n", + "927\n", + "928\n", + "929\n", + "930\n", + "931\n", + 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pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "\n", + " #publication Date:\n", + " publication={}\n", + " publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + " for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + " publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + " \n", + " \n", + " # rating: \n", + " rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + " if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + " else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + " rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "\n", + " \n", + " # details: \n", + " infos_soup = soup2.find_all('dl')\n", + " # Categorie name\n", + " info1=[]\n", + " for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + " # actual info\n", + " info2=[]\n", + " for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + " info={}\n", + " for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + " info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + " \n", + " #row\n", + " row =pd.concat([info, rating, adress, publication_date, source])\n", + " row = row.transpose()\n", + " # merge with dataset\n", + " ds=pd.concat([ds, row], sort=False)\n", + " print(ds.shape[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatZimmerVerfügbarabratingadresspublication_datecityDateofScrappingWohnfläche...GeschirrspülmaschineWasseranschlussKubaturEckhausVerandaHochparterreHebebühneAnfahrrampeHolzofenGrundstückfläche
23026064Wohnung35304.5nachVereinbarungNaN8047 Zürich ZH26.02.2020zuerich26.02.2020NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23025958Wohnung11251nachVereinbarungNaN8052 Zürich ZH26.02.2020zuerich26.02.2020NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23025554Wohnung1200101.05.2020NaNLimmattalstrasse 71, 8049 Zürich ZH26.02.2020zuerich26.02.202025...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23025557Wohnung30003.5nachVereinbarungNaN8057 Zürich ZH26.02.2020zuerich26.02.2020NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23025556Wohnung16502nachVereinbarungNaN8004 Zürich ZH26.02.2020zuerich26.02.2020NaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
..................................................................
22901785Wohnung58305.501.03.2020NaN8038 Zürich08.01.2020zuerich26.02.2020151...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
22701512Wohnung17002.5sofortNaNSchürgistr. 71, 8051 Zürichzuerich26.02.202080...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
22701488Wohnung25103.501.04.20205Oberwiesenstrasse 67, 8050 Zürichzuerich26.02.202081...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
22949170Wohnung17851.501.04.2020NaNNägelihof 3, 8001 Zürich08.01.2020zuerich26.02.202032...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
22967884Wohnung28002.501.04.2020NaNRestelbergstrasse 26, 8044 Zürich07.01.2020zuerich26.02.202080...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
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959 rows × 50 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat Zimmer Verfügbarab rating \\\n", + "23026064 Wohnung 3530 4.5 nachVereinbarung NaN \n", + "23025958 Wohnung 1125 1 nachVereinbarung NaN \n", + "23025554 Wohnung 1200 1 01.05.2020 NaN \n", + "23025557 Wohnung 3000 3.5 nachVereinbarung NaN \n", + "23025556 Wohnung 1650 2 nachVereinbarung NaN \n", + "... ... ... ... ... ... \n", + "22901785 Wohnung 5830 5.5 01.03.2020 NaN \n", + "22701512 Wohnung 1700 2.5 sofort NaN \n", + "22701488 Wohnung 2510 3.5 01.04.2020 5 \n", + "22949170 Wohnung 1785 1.5 01.04.2020 NaN \n", + "22967884 Wohnung 2800 2.5 01.04.2020 NaN \n", + "\n", + " adress publication_date city \\\n", + "23026064 8047 Zürich ZH 26.02.2020 zuerich \n", + "23025958 8052 Zürich ZH 26.02.2020 zuerich \n", + "23025554 Limmattalstrasse 71, 8049 Zürich ZH 26.02.2020 zuerich \n", + "23025557 8057 Zürich ZH 26.02.2020 zuerich \n", + "23025556 8004 Zürich ZH 26.02.2020 zuerich \n", + "... ... ... ... \n", + "22901785 8038 Zürich 08.01.2020 zuerich \n", + "22701512 Schürgistr. 71, 8051 Zürich zuerich \n", + "22701488 Oberwiesenstrasse 67, 8050 Zürich zuerich \n", + "22949170 Nägelihof 3, 8001 Zürich 08.01.2020 zuerich \n", + "22967884 Restelbergstrasse 26, 8044 Zürich 07.01.2020 zuerich \n", + "\n", + " DateofScrapping Wohnfläche ... Geschirrspülmaschine Wasseranschluss \\\n", + "23026064 26.02.2020 NaN ... NaN NaN \n", + "23025958 26.02.2020 NaN ... NaN NaN \n", + "23025554 26.02.2020 25 ... NaN NaN \n", + "23025557 26.02.2020 NaN ... NaN NaN \n", + "23025556 26.02.2020 NaN ... NaN NaN \n", + "... ... ... ... ... ... \n", + "22901785 26.02.2020 151 ... NaN NaN \n", + "22701512 26.02.2020 80 ... NaN NaN \n", + "22701488 26.02.2020 81 ... NaN NaN \n", + "22949170 26.02.2020 32 ... NaN NaN \n", + "22967884 26.02.2020 80 ... NaN NaN \n", + "\n", + " Kubatur Eckhaus Veranda Hochparterre Hebebühne Anfahrrampe Holzofen \\\n", + "23026064 NaN NaN NaN NaN NaN NaN NaN \n", + "23025958 NaN NaN NaN NaN NaN NaN NaN \n", + "23025554 NaN NaN NaN NaN NaN NaN NaN \n", + "23025557 NaN NaN NaN NaN NaN NaN NaN \n", + "23025556 NaN NaN NaN NaN NaN NaN NaN \n", + "... ... ... ... ... ... ... ... \n", + "22901785 NaN NaN NaN NaN NaN NaN NaN \n", + "22701512 NaN NaN NaN NaN NaN NaN NaN \n", + "22701488 NaN NaN NaN NaN NaN NaN NaN \n", + "22949170 NaN NaN NaN NaN NaN NaN NaN \n", + "22967884 NaN NaN NaN NaN NaN NaN NaN \n", + "\n", + " Grundstückfläche \n", + "23026064 NaN \n", + "23025958 NaN \n", + "23025554 NaN \n", + "23025557 NaN \n", + "23025556 NaN \n", + "... ... \n", + "22901785 NaN \n", + "22701512 NaN \n", + "22701488 NaN \n", + "22949170 NaN \n", + "22967884 NaN \n", + "\n", + "[959 rows x 50 columns]" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.3 Save to csv" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [], + "source": [ + "ds.to_csv('./Data/flats_'+ city + '.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'Zimmer', 'Verfügbarab', 'rating',\n", + " 'adress', 'publication_date', 'city', 'DateofScrapping', 'Wohnfläche',\n", + " 'Geschoss', 'Kabel-TV', 'Rollstuhlgängig', 'Baujahr', 'Balkon(e)',\n", + " 'Einstellplatz', 'Aussenparkplatz', 'Cheminée',\n", + " 'MietpreisproMonat(exkl.NK)', 'Nebenkosten', 'Lift', 'ÖV-Haltestelle',\n", + " 'Einkaufsmöglichkeit', 'Haustiereerlaubt', 'Autobahn', 'Kindergarten',\n", + " 'Primarschule', 'Sekundarschule', 'Raumhöhe', 'Wohnungen', 'Bäder',\n", + " 'Neubau', 'Still', 'Sonnig', 'Nutzfläche', 'Toiletten',\n", + " 'Kinderfreundlich', 'Erstbezug', 'Minergie-zertifiziert',\n", + " 'AltesGebäude', 'Geschirrspülmaschine', 'Wasseranschluss', 'Kubatur',\n", + " 'Eckhaus', 'Veranda', 'Hochparterre', 'Hebebühne', 'Anfahrrampe',\n", + " 'Holzofen', 'Grundstückfläche'],\n", + " dtype='object')" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "959" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/1.3 Scrapping_Luzern.ipynb b/your-project/1.3 Scrapping_Luzern.ipynb new file mode 100644 index 0000000..8e04a0a --- /dev/null +++ b/your-project/1.3 Scrapping_Luzern.ipynb @@ -0,0 +1,4939 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Web Scrapping Comparis" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "from selenium import webdriver\n", + "from selenium.webdriver.common.keys import Keys\n", + "from selenium.webdriver.common.action_chains import ActionChains\n", + "from selenium.webdriver.chrome.options import Options\n", + "from getpass import getpass\n", + "import csv\n", + "import requests\n", + "from bs4 import BeautifulSoup\n", + "import re\n", + "import pandas as pd\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Get the links for all flats announced in City X" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0'" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# select city and define url\n", + "city = 'Luzern'.lower()\n", + "url = \"https://www.comparis.ch/immobilien/marktplatz/\"+city+\"/wohnung/mieten?page=0\"\n", + "url" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "wdpath = \"chromedriver\"\n", + "driver = webdriver.Chrome(wdpath)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.1 Webscrapping for page 1" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "url = \"https://www.comparis.ch/immobilien/marktplatz/\"+city+\"/wohnung/mieten?page=0\"\n", + "driver.get(url)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "## minimize the size of the side, so that we get all the links\n", + "driver.execute_script(\"document.body.style.zoom = '0.1'\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "flats_link = driver.find_elements_by_class_name(\"excbu0j3\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['',\n", + " 'https://www.comparis.ch/wohnen',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/horw/wohnung/mieten',\n", + " 'https://www.comparis.ch/comparis/press/impressum',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/4-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/ferienimmobilie/mieten',\n", + " 'https://www.instagram.com/comparis_ch/',\n", + " 'https://www.comparis.ch/',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/haus/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027235',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wg-zimmer/mieten',\n", + " 'https://www.snapchat.com/add/comparis.ch',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten',\n", + " 'https://www.comparis.ch/comparis/info/kontakt',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/attika/mieten',\n", + " 'https://www.comparis.ch/immobilien/result/favoritelist',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=71',\n", + " 'https://www.comparis.ch/ueber-comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/maisonette/mieten',\n", + " 'https://www.facebook.com/comparis.ch',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/5-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0#top',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028203',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025655',\n", + " 'https://www.comparis.ch/comparis/press/default',\n", + " 'https://www.comparis.ch/comparis/info/legal',\n", + " 'https://www.comparis.ch/comparis/karriere/jobs',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/moebilierte-wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23029830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=4',\n", + " 'https://www.comparis.ch/comparis/newsletter/subscribe',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/studio/mieten',\n", + " None,\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=5',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/3-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/2-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028371',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028097',\n", + " 'https://www.comparis.ch/comparis/info/privacy',\n", + " 'https://www.comparis.ch/Authentication/Login?successUrl=/immobilien/marktplatz/luzern/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=3',\n", + " 'https://twitter.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/einzelzimmer/mieten',\n", + " 'https://fr.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/dachwohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028205',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/terrassenwohnung/mieten',\n", + " 'https://www.comparis.ch/magazin',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/1-zimmer/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027234',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=1',\n", + " 'https://www.youtube.com/comparis',\n", + " 'https://www.linkedin.com/company/comparis.ch-ag',\n", + " 'https://en.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026894',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=2',\n", + " 'https://it.comparis.ch/immobilien/marktplatz/luzern/wohnung/mieten?page=0',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/14070830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/parkplatz-garage/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/luzern/loft/mieten']" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + "flat_links" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23028097',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23029830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028205',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027234',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/14070830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026894',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028203',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027235',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028371',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025655']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links = list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + "\n", + "links" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10\n" + ] + } + ], + "source": [ + "print(len(links))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.2. Get number of result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "71" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#amount of links\n", + "nr = list(set([x[-3:] if len(str(re.findall('page', str(x))))>=3 else 0 for x in flat_links]))[0:]\n", + "\n", + "\n", + "nrlis = [\"\".join(re.findall('[0-9]', str(x))) for x in nr]\n", + "resultpages=int(max(nrlis))\n", + "resultpages\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.3 Get links from flats from all the result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "urlOhnePage = url[:-1]\n", + "for i in range(1, (resultpages-1)):\n", + " page_url = urlOhnePage + str(i)\n", + " driver.get(page_url)\n", + " driver.execute_script(\"document.body.style.zoom = '0.1'\")\n", + " time.sleep(2.342)\n", + " flats_link = driver.find_elements_by_class_name(\"excbu0j3\")\n", + " flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + " lin= list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + " for x in lin: \n", + " links.append(x)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.4 Save list of links to a csv" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "700" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.DataFrame(links, columns =['link'])\n", + "linklist.to_csv('./Data/links_'+city+'.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Detailed Infos for each flat " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.1 Load Links and change type to list" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "linklist = pd.read_csv('./Data/links_'+city+'.csv', index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "linklist=list(linklist['link'])" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "700" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(linklist)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.2 Infos for one flat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.0 get soup" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "\n", + "\n", + "4½ Zimmer Wohnung in 6005 Luzern – Immobilienmarkt von comparis.ch\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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Objektart

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Zimmer

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Wohnfläche

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Comparis-Note

\n", + "
\n", + "\n", + "\n", + "\n", + " 5\n", + " \n", + "\n", + "
\n", + "\n", + "\n", + "\n", + "Mehr zur Comparis-Note\n", + " \n", + "
\n", + "
\n", + "

Alternative zum Mietzinsdepot – Die Mietkaution\n", + "

\n", + "
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\n", + "ca. CHF 343 /Jahr\n", + "
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\n", + "\n", + " » Online Prämie berechnen\n", + " \n", + "
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Details

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\n", + "
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\n", + "
\n", + "CHF 2'534
\n", + "
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\n", + " Umzugs- und Reinigungsofferten\n", + "

\n", + "

\n", + " Sicher und stressfrei in Ihr neues Zuhause einziehen.\n", + "

\n", + "
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Beschreibung

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\n", + " Die Lage der Wohnung besticht durch die zentrale, ruhige Lage, wenige Schritte zum See sowie zum Bahnhof (10 Gehminuten). Bushaltestelle um die Ecke.

Einkaufsmöglichkeiten mit Restaurant und Café vor der Haustüre; Hochschule, Kantonsschule, UNI Luzern sowie viele Freizeitmöglichkeiten sind in wenigen Fussminuten erreichbar.

Platten-/Parkettboden; moderne und offene Küche; grosses Bad/Badewanne, Gäste-Bad mit DU; eigener Waschturm in separa...\n", + "
\n", + "Mehr
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Anbieter

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\n", + "CSS Versicherung AG\n", + "
\n", + "Immobilien\n", + "
\n", + "Tribschenstrasse 21\n", + "
\n", + "6002 Luzern\n", + "
\n", + "

\n", + "

\n", + "+41-582771727\n", + "
\n", + "\n", + "Anzeigen\n", + " \n", + "

\n", + "
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Comparis-Note und Sparpotenzial

\n", + "
\n", + " Die Comparis-Note bewertet die Attraktivität des Verkaufspreises im Vergleich zum Marktpreis. Entspricht der Verkaufspreis dem Marktpreis, erhält das Inserat die Durchschnittsnote 4.5 (befriedigend).\n", + "
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gut

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\n", + "Sparpotenzial
\n", + "CHF 193\n", + "

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    Marktpreis

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    \n", + "Mietpreis

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Services

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\n", + "

\n", + "\t\t\t\tBlockieren Sie Ihr Geld nicht auf einem Bankdepot\n", + "\t\t\t

\n", + "

Mietkaution für dieses Objekt ab
ca. CHF 343 /Jahr

\n", + "
\n", + "
\n", + "
\n", + "Jetzt informieren\n", + "
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\n", + "
Immobilienpreise
\n", + "

\n", + "\t\t\t\tWas bezahlen Ihre Nachbarn?\n", + "\t\t\t

\n", + "

Miet- und Kaufpreise aus Inseraten der letzten 5 Jahre.

\n", + "
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Umzugsratgeber
\n", + "

\n", + "\t\t\t\tUmzugs-Checkliste:\n", + "\t\t\t

\n", + "

Der Umzugsratgeber von Comparis führt Sie in fünf Schritten von der Planung bis in die neue Wohnung.

\n", + "
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Fragen zum Inserat?

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Inserent direkt kontaktieren

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Anbieter

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\n", + "6002 Luzern\n", + "
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\n", + "
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Weitere Angebote

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Login
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\n", + " Sie sind ein neuer Benutzer:\n", + " Registrieren\n", + "

\n", + "

\n", + "Passwort vergessen?\n", + "

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23028097
cityluzern
DateofScrapping26.02.2020
\n", + "
" + ], + "text/plain": [ + " 23028097\n", + "city luzern\n", + "DateofScrapping 26.02.2020" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + "source" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.1 Adress and Date of Publication" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23028097
adressRösslimatte 52, 6005 Luzern
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" + ], + "text/plain": [ + " 23028097\n", + "adress Rösslimatte 52, 6005 Luzern" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "###\n", + "\n", + "\"\"\"\n", + "

Riedbachstrasse 80, 3027 Bern

\n", + "\n", + "\"\"\"\n", + "adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + "if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + "else:\n", + " adress = {'adress': adress_soup[0].text}\n", + "adress\n", + "adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "adress" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23028097
publication_date
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" + ], + "text/plain": [ + " 23028097\n", + "publication_date " + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Date of Publication\n", + "\n", + "\"\"\"\n", + "
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    \n", + "
  • \n", + " Erstmals gefunden am 26.02.2020\n", + "
    • \n", + "
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\n", + "\"\"\"\n", + "\n", + "publication={}\n", + "publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + "for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + "publication\n", + "publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + "publication_date" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### (##2.2.2 Overview (First large table)##)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Wohnung', \"CHF 2'724\", '4½', '122 m²', 'ca. CHF 343 /Jahr']" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## Overview from one flat --> not used?\n", + "overview=[]\n", + "overview_soup = soup2.find_all('div', attrs = {'class':'item-price large'})\n", + "for element in overview_soup:\n", + " for x in element.find_all('strong'):\n", + " overview.append(x.text)\n", + "overview\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.3 Ratings" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23028097
rating5
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" + ], + "text/plain": [ + " 23028097\n", + "rating 5" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#### rating\n", + "\"\"\"\n", + "
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\n", + "\"\"\"\n", + "rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + "if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + "else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + "rating\n", + "rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "rating" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[\n", + " \n", + " \n", + " 5\n", + " \n", + " ]" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rating_soup" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.4 Detailed overview (second smaller table)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23028097
ObjektartWohnung
MietpreisproMonat2724
MietpreisproMonat(exkl.NK)2534
Nebenkosten190
Wohnfläche122
Zimmer4.5
Geschoss1.Stock
Baujahr2005
Verfügbarab15.06.2020
Balkon(e)1
Einstellplatz1
Lift1
Haustiereerlaubt1
Kabel-TV1
Kinderfreundlich1
ÖV-Haltestelle200m
Autobahn1000m
Kindergarten250m
Primarschule450m
Sekundarschule450m
Einkaufsmöglichkeit400m
\n", + "
" + ], + "text/plain": [ + " 23028097\n", + "Objektart Wohnung\n", + "MietpreisproMonat 2724\n", + "MietpreisproMonat(exkl.NK) 2534\n", + "Nebenkosten 190\n", + "Wohnfläche 122\n", + "Zimmer 4.5\n", + "Geschoss 1.Stock\n", + "Baujahr 2005\n", + "Verfügbarab 15.06.2020\n", + "Balkon(e) 1\n", + "Einstellplatz 1\n", + "Lift 1\n", + "Haustiereerlaubt 1\n", + "Kabel-TV 1\n", + "Kinderfreundlich 1\n", + "ÖV-Haltestelle 200m\n", + "Autobahn 1000m\n", + "Kindergarten 250m\n", + "Primarschule 450m\n", + "Sekundarschule 450m\n", + "Einkaufsmöglichkeit 400m" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "infos_soup = soup2.find_all('dl')\n", + "\n", + "### Categorie name\n", + "info1=[]\n", + "for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + "\n", + "info1\n", + "\n", + "### actual info\n", + "\n", + "info2=[]\n", + "for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + "\n", + "info2\n", + "\n", + "info={}\n", + "for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + "\n", + "info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + "info\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### 2.6 to one column" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ds=pd.concat([info, rating, adress, publication_date, source])" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossBaujahrVerfügbarabBalkon(e)...AutobahnKindergartenPrimarschuleSekundarschuleEinkaufsmöglichkeitratingadresspublication_datecityDateofScrapping
23028097Wohnung272425341901224.51.Stock200515.06.20201...1000m250m450m450m400m5Rösslimatte 52, 6005 Luzernluzern26.02.2020
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1 rows × 26 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "23028097 Wohnung 2724 2534 190 \n", + "\n", + " Wohnfläche Zimmer Geschoss Baujahr Verfügbarab Balkon(e) ... \\\n", + "23028097 122 4.5 1.Stock 2005 15.06.2020 1 ... \n", + "\n", + " Autobahn Kindergarten Primarschule Sekundarschule \\\n", + "23028097 1000m 250m 450m 450m \n", + "\n", + " Einkaufsmöglichkeit rating adress \\\n", + "23028097 400m 5 Rösslimatte 52, 6005 Luzern \n", + "\n", + " publication_date city DateofScrapping \n", + "23028097 luzern 26.02.2020 \n", + "\n", + "[1 rows x 26 columns]" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = ds.transpose()\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3. Repeat for other flats" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "https://www.comparis.ch/immobilien/marktplatz/details/show/23028097\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23029830\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23028205\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23027234\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/14070830\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23026894\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23028203\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23027235\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23028371\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/23025655\n", + 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"https://www.comparis.ch/immobilien/marktplatz/details/show/22128369\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22420861\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21223579\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22035194\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22012547\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22035275\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22040351\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22049589\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22420909\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/16241976\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22388299\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22402173\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21978396\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22143938\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21976724\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22078309\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21424634\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22248060\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21988166\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21989818\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22983909\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21989801\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22067158\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21956732\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21944806\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21817852\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21952482\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22420913\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20668824\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22680136\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22936864\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21896013\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22727539\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21894812\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/19222117\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22944033\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22562464\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21821682\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21859115\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22264243\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21797074\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21811549\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22417138\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21910259\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22518393\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22032116\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21652740\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21647844\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22870033\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22064417\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22111070\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21735401\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21250768\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22717532\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21586549\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22482938\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21557672\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21586554\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22855964\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21260347\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21517240\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22060086\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20957707\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21460841\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22855969\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22483790\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21514434\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22492564\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21395783\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21285726\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20898914\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22420910\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21218628\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20591414\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21200202\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22483793\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20634110\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20882306\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22483819\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21216722\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21855416\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22558083\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22483813\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20426847\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22420915\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22483749\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22483743\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/21825642\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/20657528\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22104581\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22420912\n", + "https://www.comparis.ch/immobilien/marktplatz/details/show/22483750\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "for x in linklist:\n", + " print(x)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23029830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028205',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027234',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/14070830',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026894',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028203',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027235',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028371',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025655',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23027130',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021475',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024384',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023643',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023578',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023679',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23030079',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023781',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021474',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018772',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23025741',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020748',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018634',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016539',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020749',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23017686',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23029805',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028305',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23020747',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23021473',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23013139',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012000',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012008',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011999',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011678',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012005',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014551',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014550',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23012254',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23011614',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23007230',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23008676',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009098',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009100',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23028314',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009329',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23007135',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23008837',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023552',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23009101',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001093',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999798',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999531',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23007808',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001084',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23001085',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22999532',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026835',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23003430',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/15836730',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22993179',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026832',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22997376',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22991234',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22997220',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23026833',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22997277',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22991753',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22997377',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/17339224',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22990911',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22986184',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22990038',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22991669',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22986533',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22982779',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22983422',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22990915',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22991878',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22978282',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22977693',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22982078',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22981033',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22982033',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22983485',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22977630',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22981031',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22982212',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22978384',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22973966',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22975186',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22977245',\n", + " 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'https://www.comparis.ch/immobilien/marktplatz/details/show/21817852',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21952482',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22420913',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20668824',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22680136',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22936864',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21896013',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22727539',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21894812',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/19222117',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22944033',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22562464',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21821682',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21859115',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22264243',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21797074',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21811549',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22417138',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21910259',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22518393',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22032116',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21652740',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21647844',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22870033',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22064417',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22111070',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21735401',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21250768',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22717532',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21586549',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22482938',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21557672',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21586554',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22855964',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21260347',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21517240',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22060086',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20957707',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21460841',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22855969',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483790',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21514434',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22492564',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21395783',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21285726',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20898914',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22420910',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21218628',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20591414',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21200202',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483793',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20634110',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20882306',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483819',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21216722',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21855416',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22558083',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483813',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20426847',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22420915',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483749',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483743',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/21825642',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/20657528',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22104581',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22420912',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/22483750']" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "link=linklist[1:]\n", + "link" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "535\n", + "536\n", + "537\n", + "538\n", + "539\n", + "540\n", + "541\n", + "542\n", + "543\n", + "544\n", + "545\n", + "546\n", + "547\n", + "548\n", 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+ "640\n", + "641\n", + "642\n", + "643\n", + "644\n", + "645\n", + "646\n", + "647\n", + "648\n", + "649\n", + "650\n", + "651\n", + "652\n", + "653\n", + "654\n", + "655\n", + "656\n", + "657\n", + "658\n", + "659\n", + "660\n", + "661\n", + "662\n", + "663\n", + "664\n", + "665\n", + "666\n", + "667\n", + "668\n", + "669\n", + "670\n", + "671\n", + "672\n", + "673\n", + "674\n", + "675\n", + "676\n", + "677\n", + "678\n", + "679\n", + "680\n", + "681\n", + "682\n", + "683\n", + "684\n", + "685\n", + "686\n", + "687\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "link = link[546:]\n", + "for x in link:\n", + " #print(x)\n", + " # get soup (2.1):\n", + " html2 = requests.get(x).content\n", + " soup2 = BeautifulSoup(html2, \"lxml\") \n", + " # get id:\n", + " nr = int(x[-8:])\n", + " ## city and date of webscrapping\n", + " source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + " \n", + " # adress:\n", + " adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + " if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + " else:\n", + " adress = {'adress': adress_soup[0].text}\n", + " adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "\n", + " #publication Date:\n", + " publication={}\n", + " publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + " for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + " publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + " \n", + " \n", + " # rating: \n", + " rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + " if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + " else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + " rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "\n", + " \n", + " # details: \n", + " infos_soup = soup2.find_all('dl')\n", + " # Categorie name\n", + " info1=[]\n", + " for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + " # actual info\n", + " info2=[]\n", + " for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + " info={}\n", + " for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + " info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + " \n", + " #row\n", + " row =pd.concat([info, rating, adress, publication_date, source])\n", + " row = row.transpose()\n", + " # merge with dataset\n", + " ds=pd.concat([ds, row], sort=False)\n", + " print(ds.shape[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossBaujahrVerfügbarabBalkon(e)...AutobahnKindergartenPrimarschuleSekundarschuleEinkaufsmöglichkeitratingadresspublication_datecityDateofScrapping
23028097Wohnung272425341901224.51.Stock200515.06.20201...1000m250m450m450m400m5Rösslimatte 52, 6005 Luzernluzern26.02.2020
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1 rows × 26 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "23028097 Wohnung 2724 2534 190 \n", + "\n", + " Wohnfläche Zimmer Geschoss Baujahr Verfügbarab Balkon(e) ... \\\n", + "23028097 122 4.5 1.Stock 2005 15.06.2020 1 ... \n", + "\n", + " Autobahn Kindergarten Primarschule Sekundarschule \\\n", + "23028097 1000m 250m 450m 450m \n", + "\n", + " Einkaufsmöglichkeit rating adress \\\n", + "23028097 400m 5 Rösslimatte 52, 6005 Luzern \n", + "\n", + " publication_date city DateofScrapping \n", + "23028097 luzern 26.02.2020 \n", + "\n", + "[1 rows x 26 columns]" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.3 Save to csv" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "ds.to_csv('./Data/flats_'+ city + '.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Baujahr',\n", + " 'Verfügbarab', 'Balkon(e)', 'Einstellplatz', 'Lift', 'Haustiereerlaubt',\n", + " 'Kabel-TV', 'Kinderfreundlich', 'ÖV-Haltestelle', 'Autobahn',\n", + " 'Kindergarten', 'Primarschule', 'Sekundarschule', 'Einkaufsmöglichkeit',\n", + " 'rating', 'adress', 'publication_date', 'city', 'DateofScrapping'],\n", + " dtype='object')" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/2. Cleaning.ipynb b/your-project/2. Cleaning.ipynb new file mode 100644 index 0000000..5283627 --- /dev/null +++ b/your-project/2. Cleaning.ipynb @@ -0,0 +1,4733 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Cleaning" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Load Datas\n", + "2. Basic Cleaning\n", + " 2.1 Column per column\n", + " 2.1.1 columns to float\n", + " 2.1.2 columns with datetime\n", + " 2.1.2 columns with Boolean\n", + " 2.1.2 Rest\n", + "3. Cleaning on micro level\n", + "4. Change column names and save to csv" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Load Datas" + ] + }, + { + "cell_type": "code", + "execution_count": 1089, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "import csv\n", + "import requests\n", + "import re\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 1090, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Verfügbarab',\n", + " 'Balkon(e)', 'Lift', 'AltesGebäude', 'ÖV-Haltestelle',\n", + " 'Einkaufsmöglichkeit', 'rating', 'adress', 'publication_date', 'city',\n", + " 'DateofScrapping', 'Nutzfläche', 'Baujahr', 'Aussenparkplatz',\n", + " 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich', 'Kindergarten',\n", + " 'Primarschule', 'Sekundarschule', 'Autobahn', 'Einstellplatz',\n", + " 'Rollstuhlgängig', 'Minergie-zertifiziert', 'Cheminée', 'Kubatur',\n", + " 'Hochparterre', 'Neubau', 'Wohnungen', 'Wasseranschluss', 'Toiletten',\n", + " 'Mittelhaus', 'Möbliert', 'JährlicherMietpreisprom²',\n", + " 'JährlicherMietpreisprom²(exkl.NK)', 'Raumhöhe', 'Bäder', 'Still',\n", + " 'Sonnig', 'Erstbezug', 'Geschirrspülmaschine', 'Eckhaus', 'Veranda',\n", + " 'Hebebühne', 'Anfahrrampe', 'Holzofen', 'Grundstückfläche', 'Estrich',\n", + " 'Swimmingpool'],\n", + " dtype='object')" + ] + }, + "execution_count": 1090, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds1 = pd.read_csv(\"./Data/flats_Bern.csv\", index_col=0)\n", + "ds2 = pd.read_csv(\"./Data/flats_zuerich.csv\", index_col=0)\n", + "ds3 = pd.read_csv(\"./Data/flats_luzern.csv\", index_col=0)\n", + "\n", + "ds=pd.concat([ds1, ds2, ds3], sort=False)\n", + "ds\n", + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 1091, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerBalkon(e)LiftAltesGebäuderatingNutzflächeBaujahr...ErstbezugGeschirrspülmaschineEckhausVerandaHebebühneAnfahrrampeHolzofenGrundstückflächeEstrichSwimmingpool
count1729.0000001730.0000001753.0000002319.0000001199.0901.0134.0676.000000137.000000851.000000...1.04.07.01.01.01.01.02.000002.02.0
mean1964.921342229.65317979.1739872.9400601.01.01.04.094675131.0583941969.900118...1.01.01.01.01.01.01.03953.000001.01.0
std978.06130697.15869838.8269631.2505680.00.00.00.967579474.15348462.213754...NaN0.00.0NaNNaNNaNNaN5494.219690.00.0
min70.00000013.0000001.0000001.0000001.01.01.02.00000010.0000001375.000000...1.01.01.01.01.01.01.068.000001.01.0
25%1327.000000170.00000056.0000002.0000001.01.01.03.00000060.0000001954.000000...1.01.01.01.01.01.01.02010.500001.01.0
50%1680.000000220.00000075.0000003.0000001.01.01.04.00000083.0000001976.000000...1.01.01.01.01.01.01.03953.000001.01.0
75%2350.000000280.000000100.0000003.5000001.01.01.05.000000112.0000002012.000000...1.01.01.01.01.01.01.05895.500001.01.0
max8900.0000001050.000000320.00000012.5000001.01.01.06.0000005613.0000002020.000000...1.01.01.01.01.01.01.07838.000001.01.0
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8 rows × 40 columns

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" + ], + "text/plain": [ + " MietpreisproMonat(exkl.NK) Nebenkosten Wohnfläche Zimmer \\\n", + "count 1729.000000 1730.000000 1753.000000 2319.000000 \n", + "mean 1964.921342 229.653179 79.173987 2.940060 \n", + "std 978.061306 97.158698 38.826963 1.250568 \n", + "min 70.000000 13.000000 1.000000 1.000000 \n", + "25% 1327.000000 170.000000 56.000000 2.000000 \n", + "50% 1680.000000 220.000000 75.000000 3.000000 \n", + "75% 2350.000000 280.000000 100.000000 3.500000 \n", + "max 8900.000000 1050.000000 320.000000 12.500000 \n", + "\n", + " Balkon(e) Lift AltesGebäude rating Nutzfläche Baujahr \\\n", + "count 1199.0 901.0 134.0 676.000000 137.000000 851.000000 \n", + "mean 1.0 1.0 1.0 4.094675 131.058394 1969.900118 \n", + "std 0.0 0.0 0.0 0.967579 474.153484 62.213754 \n", + "min 1.0 1.0 1.0 2.000000 10.000000 1375.000000 \n", + "25% 1.0 1.0 1.0 3.000000 60.000000 1954.000000 \n", + "50% 1.0 1.0 1.0 4.000000 83.000000 1976.000000 \n", + "75% 1.0 1.0 1.0 5.000000 112.000000 2012.000000 \n", + "max 1.0 1.0 1.0 6.000000 5613.000000 2020.000000 \n", + "\n", + " ... Erstbezug Geschirrspülmaschine Eckhaus Veranda Hebebühne \\\n", + "count ... 1.0 4.0 7.0 1.0 1.0 \n", + "mean ... 1.0 1.0 1.0 1.0 1.0 \n", + "std ... NaN 0.0 0.0 NaN NaN \n", + "min ... 1.0 1.0 1.0 1.0 1.0 \n", + "25% ... 1.0 1.0 1.0 1.0 1.0 \n", + "50% ... 1.0 1.0 1.0 1.0 1.0 \n", + "75% ... 1.0 1.0 1.0 1.0 1.0 \n", + "max ... 1.0 1.0 1.0 1.0 1.0 \n", + "\n", + " Anfahrrampe Holzofen Grundstückfläche Estrich Swimmingpool \n", + "count 1.0 1.0 2.00000 2.0 2.0 \n", + "mean 1.0 1.0 3953.00000 1.0 1.0 \n", + "std NaN NaN 5494.21969 0.0 0.0 \n", + "min 1.0 1.0 68.00000 1.0 1.0 \n", + "25% 1.0 1.0 2010.50000 1.0 1.0 \n", + "50% 1.0 1.0 3953.00000 1.0 1.0 \n", + "75% 1.0 1.0 5895.50000 1.0 1.0 \n", + "max 1.0 1.0 7838.00000 1.0 1.0 \n", + "\n", + "[8 rows x 40 columns]" + ] + }, + "execution_count": 1091, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 1092, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2368" + ] + }, + "execution_count": 1092, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 1093, + "metadata": {}, + "outputs": [], + "source": [ + "ds = ds.drop_duplicates()" + ] + }, + { + "cell_type": "code", + "execution_count": 1094, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2356" + ] + }, + "execution_count": 1094, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Basic Cleaning" + ] + }, + { + "cell_type": "code", + "execution_count": 1095, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objektart 2356\n", + "MietpreisproMonat 2355\n", + "MietpreisproMonat(exkl.NK) 1717\n", + "Nebenkosten 1718\n", + "Wohnfläche 1744\n", + "Zimmer 2307\n", + "Geschoss 1796\n", + "Verfügbarab 2136\n", + "Balkon(e) 1191\n", + "Lift 896\n", + "AltesGebäude 133\n", + "ÖV-Haltestelle 995\n", + "Einkaufsmöglichkeit 982\n", + "rating 673\n", + "adress 2356\n", + "publication_date 1997\n", + "city 2356\n", + "DateofScrapping 2356\n", + "Nutzfläche 133\n", + "Baujahr 847\n", + "Aussenparkplatz 364\n", + "Haustiereerlaubt 443\n", + "Kabel-TV 921\n", + "Kinderfreundlich 366\n", + "Kindergarten 593\n", + "Primarschule 606\n", + "Sekundarschule 392\n", + "Autobahn 417\n", + "Einstellplatz 462\n", + "Rollstuhlgängig 109\n", + "Minergie-zertifiziert 50\n", + "Cheminée 120\n", + "Kubatur 17\n", + "Hochparterre 27\n", + "Neubau 103\n", + "Wohnungen 20\n", + "Wasseranschluss 6\n", + "Toiletten 21\n", + "Mittelhaus 3\n", + "Möbliert 2\n", + "JährlicherMietpreisprom² 1\n", + "JährlicherMietpreisprom²(exkl.NK) 1\n", + "Raumhöhe 6\n", + "Bäder 12\n", + "Still 4\n", + "Sonnig 4\n", + "Erstbezug 1\n", + "Geschirrspülmaschine 4\n", + "Eckhaus 7\n", + "Veranda 1\n", + "Hebebühne 1\n", + "Anfahrrampe 1\n", + "Holzofen 1\n", + "Grundstückfläche 2\n", + "Estrich 2\n", + "Swimmingpool 2\n", + "dtype: int64" + ] + }, + "execution_count": 1095, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## drop columns with only a few count\n", + "ds.count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1096, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "56" + ] + }, + "execution_count": 1096, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(ds.columns)" + ] + }, + { + "cell_type": "code", + "execution_count": 1097, + "metadata": {}, + "outputs": [], + "source": [ + "minCount=0.1*ds.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 1098, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objektart 2356\n", + "MietpreisproMonat 2355\n", + "MietpreisproMonat(exkl.NK) 1717\n", + "Nebenkosten 1718\n", + "Wohnfläche 1744\n", + "Zimmer 2307\n", + "Geschoss 1796\n", + "Verfügbarab 2136\n", + "Balkon(e) 1191\n", + "Lift 896\n", + "ÖV-Haltestelle 995\n", + "Einkaufsmöglichkeit 982\n", + "rating 673\n", + "adress 2356\n", + "publication_date 1997\n", + "city 2356\n", + "DateofScrapping 2356\n", + "Baujahr 847\n", + "Aussenparkplatz 364\n", + "Haustiereerlaubt 443\n", + "Kabel-TV 921\n", + "Kinderfreundlich 366\n", + "Kindergarten 593\n", + "Primarschule 606\n", + "Sekundarschule 392\n", + "Autobahn 417\n", + "Einstellplatz 462\n", + "dtype: int64" + ] + }, + "execution_count": 1098, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "for x in ds.columns:\n", + " if ds[x].count() < minCount:\n", + " ds= ds.drop([x], axis=1)\n", + " \n", + "len(ds.columns)\n", + "\n", + "ds.count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1099, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Verfügbarab',\n", + " 'Balkon(e)', 'Lift', 'ÖV-Haltestelle', 'Einkaufsmöglichkeit', 'rating',\n", + " 'adress', 'publication_date', 'city', 'DateofScrapping', 'Baujahr',\n", + " 'Aussenparkplatz', 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich',\n", + " 'Kindergarten', 'Primarschule', 'Sekundarschule', 'Autobahn',\n", + " 'Einstellplatz'],\n", + " dtype='object')" + ] + }, + "execution_count": 1099, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'ds' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mds\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[1;31mNameError\u001b[0m: name 'ds' is not defined" + ] + } + ], + "source": [ + "ds.shape[1]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.1 Column per column" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.1.1 columns to float" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### a) prices\n", + "MietpreisproMonat, \n", + "MietpreisproMonat(exkl.NK), \n", + "Nebenkosten" + ] + }, + { + "cell_type": "code", + "execution_count": 1100, + "metadata": {}, + "outputs": [], + "source": [ + "col = ['MietpreisproMonat', \n", + "'MietpreisproMonat(exkl.NK)', \n", + "'Nebenkosten']\n", + "\n", + "\n", + "## drop Mietpreise = nan und Mietpreise \"aufAnfrage\"\n", + "ds.MietpreisproMonat[(ds['MietpreisproMonat'] != 'aufAnfrage')].count()\n", + "ds = ds[ds['MietpreisproMonat'] != 'aufAnfrage']\n", + "\n", + "\n", + "ds['MietpreisproMonat'] = ds['MietpreisproMonat'].astype('float')\n", + "ds['MietpreisproMonat(exkl.NK)'] = ds['MietpreisproMonat(exkl.NK)'].astype('float', errors='ignore')\n", + "ds['Nebenkosten'] = ds['Nebenkosten'].astype('float', errors='ignore')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1101, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([127., 810., 581., 147., 38., 6., 1., 5., 1., 2.]),\n", + " array([ 13. , 116.7, 220.4, 324.1, 427.8, 531.5, 635.2, 738.9,\n", + " 842.6, 946.3, 1050. ]),\n", + " )" + ] + }, + "execution_count": 1101, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(ds[col[0]].dropna())\n", + "plt.hist(ds[col[1]].dropna())\n", + "plt.hist(ds[col[2]].dropna())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### b) size of flat\n", + "\n", + "Wohnfläche,Zimmer" + ] + }, + { + "cell_type": "code", + "execution_count": 1102, + "metadata": {}, + "outputs": [], + "source": [ + "ds['Wohnfläche'].unique()\n", + "ds['Wohnfläche'] = ds['Wohnfläche'].astype('float', errors = 'ignore')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1103, + "metadata": {}, + "outputs": [], + "source": [ + "ds['Zimmer'] = ds['Zimmer'].astype('float')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### c) dicstances\n", + "Kindergarten\n", + "Primarschule\n", + "Sekundarschule" + ] + }, + { + "cell_type": "code", + "execution_count": 1104, + "metadata": {}, + "outputs": [], + "source": [ + "col = ['Kindergarten', 'Primarschule', 'Sekundarschule','ÖV-Haltestelle', 'Einkaufsmöglichkeit', 'Autobahn']" + ] + }, + { + "cell_type": "code", + "execution_count": 1105, + "metadata": {}, + "outputs": [], + "source": [ + "for x in col: \n", + " ds[x]= ds[x].apply(lambda y: float(str(y).replace(\"m\",\"\")))" + ] + }, + { + "cell_type": "code", + "execution_count": 1106, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.Stock01.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.Stock01.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...1965.01.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.Stock01.05.20201.0NaN...NaNNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.Stock01.06.2020NaNNaN...1600.0NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NaNNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.StocknachVereinbarungNaN1.0...1975.0NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.StocksofortNaNNaN...NaN1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.StocknachVereinbarung1.01.0...NaNNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.Stocksofort1.0NaN...NaN1.0NaN1.0NaNNaNNaNNaN3000.0NaN
\n", + "

2344 rows × 27 columns

\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.Stock 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.Stock 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.Stock 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.Stock 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.Stock nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.Stock sofort \n", + "22420912 90.0 36.0 1.5 7.Stock nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.Stock sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... NaN NaN NaN \n", + "23016600 1.0 1.0 ... NaN NaN NaN \n", + "23014342 1.0 1.0 ... 1965.0 1.0 1.0 \n", + "23017350 1.0 NaN ... NaN NaN NaN \n", + "23016559 NaN NaN ... 1600.0 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... NaN NaN NaN \n", + "20657528 NaN 1.0 ... 1975.0 NaN 1.0 \n", + "22104581 NaN NaN ... NaN 1.0 NaN \n", + "22420912 1.0 1.0 ... NaN NaN NaN \n", + "22483750 1.0 NaN ... NaN 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2344 rows x 27 columns]" + ] + }, + "execution_count": 1106, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.1.2 columns with datetime" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verfügbarab\n", + "publication_date\n", + "DateofScrapping\n", + "Baujahr" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### a) Verfügbarab" + ] + }, + { + "cell_type": "code", + "execution_count": 1107, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['01.05.2020', '01.03.2020', '01.06.2020', '01.04.2020',\n", + " '16.05.2020', nan, '01.07.2020', 'sofort', 'nachVereinbarung',\n", + " '15.03.2020', '15.04.2020', '14.03.2020', '15.05.2020',\n", + " '01.08.2020', '16.07.2020', '16.03.2020', '02.03.2020',\n", + " '31.10.2020', '09.03.2020', '15.07.2020', '16.04.2020',\n", + " '13.05.2020', '10.04.2020', '03.04.2020', '01.11.2020',\n", + " '05.04.2020', '17.04.2020', '11.05.2020', '01.10.2020',\n", + " '13.04.2020', '30.03.2020', '31.03.2020', '23.03.2020',\n", + " '04.05.2020', '05.07.2020', '10.03.2020', '01.12.2020',\n", + " '15.06.2020', '11.04.2020', '01.09.2020', '06.04.2020',\n", + " '04.04.2020', '13.03.2020', '27.03.2020', '09.04.2020',\n", + " '29.02.2020', '12.04.2020'], dtype=object)" + ] + }, + "execution_count": 1107, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds['Verfügbarab'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 1108, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2125" + ] + }, + "execution_count": 1108, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds['Verfügbarab'].count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1109, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ds['Verfügbarab'] = pd.to_datetime(ds.Verfügbarab, errors='ignore', format = \"%d.%m.%Y\") # infer_datetime_format=True," + ] + }, + { + "cell_type": "code", + "execution_count": 1110, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['01.05.2020', '01.03.2020', '01.06.2020', '01.04.2020',\n", + " '16.05.2020', nan, '01.07.2020', 'sofort', 'nachVereinbarung',\n", + " '15.03.2020', '15.04.2020', '14.03.2020', '15.05.2020',\n", + " '01.08.2020', '16.07.2020', '16.03.2020', '02.03.2020',\n", + " '31.10.2020', '09.03.2020', '15.07.2020', '16.04.2020',\n", + " '13.05.2020', '10.04.2020', '03.04.2020', '01.11.2020',\n", + " '05.04.2020', '17.04.2020', '11.05.2020', '01.10.2020',\n", + " '13.04.2020', '30.03.2020', '31.03.2020', '23.03.2020',\n", + " '04.05.2020', '05.07.2020', '10.03.2020', '01.12.2020',\n", + " '15.06.2020', '11.04.2020', '01.09.2020', '06.04.2020',\n", + " '04.04.2020', '13.03.2020', '27.03.2020', '09.04.2020',\n", + " '29.02.2020', '12.04.2020'], dtype=object)" + ] + }, + "execution_count": 1110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.shape[0]\n", + "#dscopy.groupby('Verfügbarab').count()\n", + "ds['Verfügbarab'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 1111, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([911., 59., 33., 29., 4., 7., 14., 6., 5., 5.]),\n", + " array([ 0. , 4.3, 8.6, 12.9, 17.2, 21.5, 25.8, 30.1, 34.4, 38.7, 43. ]),\n", + " )" + ] + }, + "execution_count": 1111, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(ds['Verfügbarab'].dropna()[(ds['Verfügbarab'] !='sofort') & (ds['Verfügbarab'] !='nachVereinbarung')])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### b) Date of scrapping" + ] + }, + { + "cell_type": "code", + "execution_count": 1112, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['2020-02-26T00:00:00.000000000'], dtype='datetime64[ns]')" + ] + }, + "execution_count": 1112, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ds['DateofScrapping'] = pd.to_datetime(ds.DateofScrapping, format = \"%d.%m.%Y\")\n", + "plt.hist(ds.DateofScrapping)\n", + "\n", + "ds['DateofScrapping'].unique()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### c) Baujahr (year of construction)" + ] + }, + { + "cell_type": "code", + "execution_count": 1113, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...DateofScrappingAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
Baujahr
1375.01111111101...1011000000
1437.01100111100...1001000000
1470.01111111100...1001000000
1541.01111111100...1100000000
1555.01111111100...1000000000
..................................................................
2016.026262525232625221718...2661211813971014
2017.022221616192222211717...2275135663610
2018.028282424282828272022...286615910111814
2019.035353030303528332727...35101417121819131112
2020.022221616222212222220...226855151513713
\n", + "

130 rows × 26 columns

\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "Baujahr \n", + "1375.0 1 1 1 \n", + "1437.0 1 1 0 \n", + "1470.0 1 1 1 \n", + "1541.0 1 1 1 \n", + "1555.0 1 1 1 \n", + "... ... ... ... \n", + "2016.0 26 26 25 \n", + "2017.0 22 22 16 \n", + "2018.0 28 28 24 \n", + "2019.0 35 35 30 \n", + "2020.0 22 22 16 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab Balkon(e) \\\n", + "Baujahr \n", + "1375.0 1 1 1 1 1 0 \n", + "1437.0 0 1 1 1 1 0 \n", + "1470.0 1 1 1 1 1 0 \n", + "1541.0 1 1 1 1 1 0 \n", + "1555.0 1 1 1 1 1 0 \n", + "... ... ... ... ... ... ... \n", + "2016.0 25 23 26 25 22 17 \n", + "2017.0 16 19 22 22 21 17 \n", + "2018.0 24 28 28 28 27 20 \n", + "2019.0 30 30 35 28 33 27 \n", + "2020.0 16 22 22 12 22 22 \n", + "\n", + " Lift ... DateofScrapping Aussenparkplatz Haustiereerlaubt \\\n", + "Baujahr ... \n", + "1375.0 1 ... 1 0 1 \n", + "1437.0 0 ... 1 0 0 \n", + "1470.0 0 ... 1 0 0 \n", + "1541.0 0 ... 1 1 0 \n", + "1555.0 0 ... 1 0 0 \n", + "... ... ... ... ... ... \n", + "2016.0 18 ... 26 6 12 \n", + "2017.0 17 ... 22 7 5 \n", + "2018.0 22 ... 28 6 6 \n", + "2019.0 27 ... 35 10 14 \n", + "2020.0 20 ... 22 6 8 \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule \\\n", + "Baujahr \n", + "1375.0 1 0 0 0 \n", + "1437.0 1 0 0 0 \n", + "1470.0 1 0 0 0 \n", + "1541.0 0 0 0 0 \n", + "1555.0 0 0 0 0 \n", + "... ... ... ... ... \n", + "2016.0 11 8 13 9 \n", + "2017.0 13 5 6 6 \n", + "2018.0 15 9 10 11 \n", + "2019.0 17 12 18 19 \n", + "2020.0 5 5 15 15 \n", + "\n", + " Sekundarschule Autobahn Einstellplatz \n", + "Baujahr \n", + "1375.0 0 0 0 \n", + "1437.0 0 0 0 \n", + "1470.0 0 0 0 \n", + "1541.0 0 0 0 \n", + "1555.0 0 0 0 \n", + "... ... ... ... \n", + "2016.0 7 10 14 \n", + "2017.0 3 6 10 \n", + "2018.0 1 8 14 \n", + "2019.0 13 11 12 \n", + "2020.0 13 7 13 \n", + "\n", + "[130 rows x 26 columns]" + ] + }, + "execution_count": 1113, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.groupby('Baujahr').count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1114, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([None, 1965, 1600, 2014, 1923, 2018, 1988, 1934, 1953, 1960, 2013,\n", + " 1967, 1980, 1555, 1972, 1896, 2003, 1979, 1971, 1951, 2017, 1942,\n", + " 1948, 2016, 1961, 1976, 1964, 2020, 1931, 1920, 1938, 1992, 1954,\n", + " 1731, 1929, 1905, 1927, 1950, 1899, 2010, 1990, 1932, 1930, 1907,\n", + " 1974, 1977, 1882, 1956, 2009, 1991, 2012, 1910, 2000, 1943, 1966,\n", + " 1941, 1906, 1900, 1981, 1957, 1970, 1999, 1912, 1949, 2019, 1895,\n", + " 1973, 1940, 1983, 1946, 1936, 1962, 2005, 1952, 1916, 1935, 1470,\n", + " 1945, 1700, 1995, 2008, 1969, 1984, 1958, 1968, 2015, 1987, 2001,\n", + " 1996, 1903, 1886, 1959, 1955, 1894, 1911, 2007, 1982, 1989, 1890,\n", + " 1541, 1901, 1898, 1998, 1975, 1947, 1978, 2002, 2004, 1926, 1875,\n", + " 1993, 2006, 1963, 1924, 1997, 1985, 1921, 2011, 1933, 1897, 1908,\n", + " 1558, 1858, 1375, 1904, 1994, 1437, 1642, 1909, 1939, 1772],\n", + " dtype=object)" + ] + }, + "execution_count": 1114, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds['Baujahr'] = pd.to_datetime(ds.Baujahr, errors='ignore', format = \"%Y\")\n", + "#plt.hist(ds.Baujahr)\n", + "\n", + "ds['Baujahr'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### d) publication_date" + ] + }, + { + "cell_type": "code", + "execution_count": 1115, + "metadata": {}, + "outputs": [], + "source": [ + "## change type, but dont drop nan" + ] + }, + { + "cell_type": "code", + "execution_count": 1116, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['25.02.2020', '24.02.2020', '26.02.2020', nan, '23.02.2020',\n", + " '21.02.2020', '20.02.2020', '19.02.2020', '18.02.2020',\n", + " '17.02.2020', '16.02.2020', '15.02.2020', '14.02.2020',\n", + " '13.02.2020', '12.02.2020', '11.02.2020', '10.02.2020',\n", + " '09.02.2020', '08.02.2020', '07.02.2020', '06.02.2020',\n", + " '05.02.2020', '04.02.2020', '03.02.2020', '31.01.2020',\n", + " '29.01.2020', '28.01.2020', '27.01.2020', '24.01.2020',\n", + " '25.01.2020', '23.01.2020', '22.01.2020', '21.01.2020',\n", + " '20.01.2020', '17.01.2020', '16.01.2020', '15.01.2020',\n", + " '14.01.2020', '11.01.2020', '13.01.2020', '10.01.2020',\n", + " '09.01.2020', '08.01.2020', '07.01.2020', '03.01.2020',\n", + " '06.01.2020', '04.01.2020', '02.01.2020', '31.12.2019',\n", + " '28.12.2019', '24.12.2019', '23.12.2019', '20.12.2019',\n", + " '19.12.2019', '12.12.2019', '17.12.2019', '11.12.2019',\n", + " '10.12.2019', '09.12.2019', '06.12.2019', '05.12.2019',\n", + " '01.12.2019', '03.12.2019', '04.12.2019', '25.11.2019',\n", + " '29.11.2019', '21.11.2019', '15.11.2019', '14.11.2019',\n", + " '22.11.2019', '20.11.2019', '19.11.2019', '06.11.2019',\n", + " '13.11.2019', '01.11.2019', '04.11.2019', '31.10.2019',\n", + " '28.10.2019', '29.10.2019', '25.10.2019', '15.10.2019',\n", + " '18.10.2019', '26.10.2019', '07.10.2019', '27.09.2019',\n", + " '06.10.2019', '08.10.2019', '03.10.2019', '23.09.2019',\n", + " '25.09.2019', '18.09.2019', '15.08.2019', '13.09.2019',\n", + " '11.09.2019', '14.08.2019', '09.09.2019', '13.08.2019',\n", + " '29.07.2019', '08.08.2019', '20.06.2019', '02.07.2019',\n", + " '12.08.2019', '13.03.2019', '14.03.2019', '03.05.2019',\n", + " '26.04.2019', '16.03.2019', '22.02.2020', '02.02.2020',\n", + " '01.02.2020', '30.01.2020', '26.01.2020', '18.01.2020',\n", + " '12.01.2020', '05.01.2020', '30.12.2019', '27.12.2019',\n", + " '25.12.2019', '18.12.2019', '16.12.2019', '14.12.2019',\n", + " '13.12.2019', '07.12.2019', '28.11.2019', '27.11.2019',\n", + " '02.12.2019', '26.11.2019', '12.11.2019', '07.11.2019',\n", + " '11.11.2019', '08.11.2019', '02.11.2019', '30.10.2019',\n", + " '23.10.2019', '22.10.2019', '17.10.2019', '16.10.2019',\n", + " '20.10.2019', '11.10.2019', '14.10.2019', '30.09.2019',\n", + " '01.10.2019', '02.10.2019', '24.09.2019', '16.09.2019',\n", + " '20.09.2019', '17.09.2019', '07.09.2019', '06.09.2019',\n", + " '05.09.2019', '12.09.2019', '29.08.2019', '04.09.2019',\n", + " '03.09.2019', '30.08.2019', '26.08.2019', '19.08.2019',\n", + " '23.08.2019', '21.08.2019', '09.08.2019', '22.07.2019',\n", + " '27.07.2019', '17.07.2019', '16.07.2019', '15.07.2019',\n", + " '07.08.2019', '19.07.2019', '30.07.2019', '10.07.2019',\n", + " '18.11.2019', '05.07.2019', '29.06.2019', '26.06.2019',\n", + " '06.06.2019', '14.06.2019', '08.06.2019', '21.06.2019',\n", + " '07.06.2019', '21.05.2019', '03.06.2019', '10.05.2019',\n", + " '08.05.2019', 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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
publication_date
2019-01-161100111111...0111000001
2019-02-011111111111...0101111010
2019-02-181111111101...1011011100
2019-02-261111011100...0101000000
2019-03-012222222222...0000100020
..................................................................
2020-02-22121266712101065...4505222102
2020-02-234411341410...1011100000
2020-02-2411211252527310964995934...3720133582021171216
2020-02-2575754949537262624524...2814103561312111117
2020-02-2698985959699773894630...39151537101618101814
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193 rows × 26 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "publication_date \n", + "2019-01-16 1 1 0 \n", + "2019-02-01 1 1 1 \n", + "2019-02-18 1 1 1 \n", + "2019-02-26 1 1 1 \n", + "2019-03-01 2 2 2 \n", + "... ... ... ... \n", + "2020-02-22 12 12 6 \n", + "2020-02-23 4 4 1 \n", + "2020-02-24 112 112 52 \n", + "2020-02-25 75 75 49 \n", + "2020-02-26 98 98 59 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "publication_date \n", + "2019-01-16 0 1 1 1 1 \n", + "2019-02-01 1 1 1 1 1 \n", + "2019-02-18 1 1 1 1 1 \n", + "2019-02-26 1 0 1 1 1 \n", + "2019-03-01 2 2 2 2 2 \n", + "... ... ... ... ... ... \n", + "2020-02-22 6 7 12 10 10 \n", + "2020-02-23 1 3 4 1 4 \n", + "2020-02-24 52 73 109 64 99 \n", + "2020-02-25 49 53 72 62 62 \n", + "2020-02-26 59 69 97 73 89 \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz \\\n", + "publication_date ... \n", + "2019-01-16 1 1 ... 0 1 \n", + "2019-02-01 1 1 ... 0 1 \n", + "2019-02-18 0 1 ... 1 0 \n", + "2019-02-26 0 0 ... 0 1 \n", + "2019-03-01 2 2 ... 0 0 \n", + "... ... ... ... ... ... \n", + "2020-02-22 6 5 ... 4 5 \n", + "2020-02-23 1 0 ... 1 0 \n", + "2020-02-24 59 34 ... 37 20 \n", + "2020-02-25 45 24 ... 28 14 \n", + "2020-02-26 46 30 ... 39 15 \n", + "\n", + " Haustiereerlaubt Kabel-TV Kinderfreundlich Kindergarten \\\n", + "publication_date \n", + "2019-01-16 1 1 0 0 \n", + "2019-02-01 0 1 1 1 \n", + "2019-02-18 1 1 0 1 \n", + "2019-02-26 0 1 0 0 \n", + "2019-03-01 0 0 1 0 \n", + "... ... ... ... ... \n", + "2020-02-22 0 5 2 2 \n", + "2020-02-23 1 1 1 0 \n", + "2020-02-24 13 35 8 20 \n", + "2020-02-25 10 35 6 13 \n", + "2020-02-26 15 37 10 16 \n", + "\n", + " Primarschule Sekundarschule Autobahn Einstellplatz \n", + "publication_date \n", + "2019-01-16 0 0 0 1 \n", + "2019-02-01 1 0 1 0 \n", + "2019-02-18 1 1 0 0 \n", + "2019-02-26 0 0 0 0 \n", + "2019-03-01 0 0 2 0 \n", + "... ... ... ... ... \n", + "2020-02-22 2 1 0 2 \n", + "2020-02-23 0 0 0 0 \n", + "2020-02-24 21 17 12 16 \n", + "2020-02-25 12 11 11 17 \n", + "2020-02-26 18 10 18 14 \n", + "\n", + "[193 rows x 26 columns]" + ] + }, + "execution_count": 1118, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.groupby('publication_date').count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1119, + "metadata": {}, + "outputs": [], + "source": [ + "ds['publication_date'] = pd.to_datetime(ds.publication_date, errors='ignore', format = \"%d.%m.%Y\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1120, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "2303" + ] + }, + "execution_count": 1120, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dscopy['publication_date'] = ds['publication_date'].dropna()\n", + "dscopy.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 1121, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 356., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 1947.]),\n", + " array([612411.0088327 , 624918.00794943, 637425.00706616, 649932.00618289,\n", + " 662439.00529962, 674946.00441635, 687453.00353308, 699960.00264981,\n", + " 712467.00176654, 724974.00088327, 737481. ]),\n", + " )" + ] + }, + "execution_count": 1121, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(dscopy['publication_date'])" + ] + }, + { + "cell_type": "code", + "execution_count": 1122, + "metadata": {}, + "outputs": [], + "source": [ + "### 2.2.3 Booleans\n", + "\n", + "col =['Balkon(e)', 'Lift', 'Aussenparkplatz', 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich','Einstellplatz']" + ] + }, + { + "cell_type": "code", + "execution_count": 1123, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 1. nan]\n", + "[ 1. nan]\n", + "[nan 1.]\n", + "[nan 1.]\n", + "[nan 1.]\n", + "[nan 1.]\n", + "[nan 1.]\n" + ] + } + ], + "source": [ + "for x in col: \n", + " print(ds[x].unique())" + ] + }, + { + "cell_type": "code", + "execution_count": 1124, + "metadata": {}, + "outputs": [], + "source": [ + "### 2.2.4 Rest" + ] + }, + { + "cell_type": "code", + "execution_count": 1125, + "metadata": {}, + "outputs": [], + "source": [ + "col =['Objektart', 'Geschoss', 'city']" + ] + }, + { + "cell_type": "code", + "execution_count": 1126, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['Wohnung' 'Einzelzimmer' 'Studio' 'Dachwohnung' 'Attika' 'Maisonette'\n", + " 'Loft' 'Terrassenwohnung']\n", + "['2.Stock' nan '1.Stock' '3.Stock' '6.Stock' 'EG' '9.Stock' '4.Stock'\n", + " 'Untergeschoss' '5.Stock' '7.Stock' '10.Stock' '8.Stock' '14.Stock'\n", + " '11.Stock' '19.Stock' '17.Stock' '13.Stock' '20.Stock' '22.Stock'\n", + " '18.Stock' '28.Stock' '12.Stock' '26.Stock']\n", + "['bern' 'zuerich' 'luzern']\n" + ] + } + ], + "source": [ + "for x in col: \n", + " print(ds[x].unique())" + ] + }, + { + "cell_type": "code", + "execution_count": 1127, + "metadata": {}, + "outputs": [], + "source": [ + "ds['Geschoss']= ds.Geschoss.apply(lambda y: float(str(y).replace(\".Stock\",\"\").replace(\"EG\",\"0\").replace(\"Untergeschoss\",\"-1\")))" + ] + }, + { + "cell_type": "code", + "execution_count": 1128, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 33., 0., 151., 0., 0., 245., 0., 207., 0., 37.]),\n", + " array([2. , 2.4, 2.8, 3.2, 3.6, 4. , 4.4, 4.8, 5.2, 5.6, 6. ]),\n", + " )" + ] + }, + "execution_count": 1128, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2344 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.0 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.0 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.0 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.0 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.0 nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.0 sofort \n", + "22420912 90.0 36.0 1.5 7.0 nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.0 sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... None NaN NaN \n", + "23016600 1.0 1.0 ... None NaN NaN \n", + "23014342 1.0 1.0 ... 1965 1.0 1.0 \n", + "23017350 1.0 NaN ... None NaN NaN \n", + "23016559 NaN NaN ... 1600 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... None NaN NaN \n", + "20657528 NaN 1.0 ... 1975 NaN 1.0 \n", + "22104581 NaN NaN ... None 1.0 NaN \n", + "22420912 1.0 1.0 ... None NaN NaN \n", + "22483750 1.0 NaN ... None 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2344 rows x 27 columns]" + ] + }, + "execution_count": 1129, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.1 not the info i wanted..." + ] + }, + { + "cell_type": "code", + "execution_count": 1130, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2344 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.0 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.0 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.0 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.0 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.0 nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.0 sofort \n", + "22420912 90.0 36.0 1.5 7.0 nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.0 sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... None NaN NaN \n", + "23016600 1.0 1.0 ... None NaN NaN \n", + "23014342 1.0 1.0 ... 1965 1.0 1.0 \n", + "23017350 1.0 NaN ... None NaN NaN \n", + "23016559 NaN NaN ... 1600 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... None NaN NaN \n", + "20657528 NaN 1.0 ... 1975 NaN 1.0 \n", + "22104581 NaN NaN ... None 1.0 NaN \n", + "22420912 1.0 1.0 ... None NaN NaN \n", + "22483750 1.0 NaN ... None 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2344 rows x 27 columns]" + ] + }, + "execution_count": 1130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds.groupby('Objektart').count()\n", + "\n", + "## Einzelzimmer = single room. That is not what i am looking for.--> drop!\n", + "## the others are ok.\n", + "ds['Objektart'] =ds.Objektart[(ds['Objektart'] != 'Einzelzimmer')]\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.2 drop nan" + ] + }, + { + "cell_type": "code", + "execution_count": 1131, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2303" + ] + }, + "execution_count": 1131, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds.isna().sum()\n", + "ds =ds[ds.MietpreisproMonat.isna() ==False] ## only one\n", + "\n", + "ds.Objektart.isna().sum() ## i have to drop them, because it is very likely that it is not a flat...\n", + "ds =ds[ds.Objektart.isna() ==False] \n", + "ds.shape[0]\n", + "#ds.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 1132, + "metadata": {}, + "outputs": [], + "source": [ + "## 3.3 outliers" + ] + }, + { + "cell_type": "code", + "execution_count": 1133, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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MietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossBalkon(e)LiftÖV-HaltestelleEinkaufsmöglichkeitratingAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
count2303.0000001709.0000001709.0000001709.0000002275.0000001774.0000001181.0887.0985.000000972.000000672.000000361.0442.0912.0365.0589.000000603.000000391.000000414.000000459.0
mean2068.8293531973.875951230.22527879.5833822.9536262.5636981.01.0187.305584382.0010294.0952381.01.01.01.0456.950764524.313433844.9181591727.5531401.0
std1116.609899978.14724197.22566137.5489951.2373122.5563370.00.0188.595027493.3882970.9704310.00.00.00.0410.680225428.498836804.3484631372.6951680.0
min1.00000070.00000013.0000001.0000001.000000-1.0000001.01.01.0000005.0000002.0000001.01.01.01.010.00000010.0000001.0000001.0000001.0
25%1430.0000001340.000000173.00000057.0000002.0000001.0000001.01.0100.000000100.0000003.0000001.01.01.01.0200.000000250.000000300.0000001000.0000001.0
50%1790.0000001690.000000220.00000075.0000003.0000002.0000001.01.0130.000000250.0000004.0000001.01.01.01.0400.000000450.000000550.0000001308.5000001.0
75%2490.0000002350.000000280.000000100.0000003.5000004.0000001.01.0250.000000500.0000005.0000001.01.01.01.0550.000000675.0000001000.0000002000.0000001.0
max16500.0000008900.0000001050.000000320.00000012.50000028.0000001.01.01940.0000006740.0000006.0000001.01.01.01.03840.0000003070.0000004900.0000008700.0000001.0
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" + ], + "text/plain": [ + " MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "count 2303.000000 1709.000000 1709.000000 \n", + "mean 2068.829353 1973.875951 230.225278 \n", + "std 1116.609899 978.147241 97.225661 \n", + "min 1.000000 70.000000 13.000000 \n", + "25% 1430.000000 1340.000000 173.000000 \n", + "50% 1790.000000 1690.000000 220.000000 \n", + "75% 2490.000000 2350.000000 280.000000 \n", + "max 16500.000000 8900.000000 1050.000000 \n", + "\n", + " Wohnfläche Zimmer Geschoss Balkon(e) Lift \\\n", + "count 1709.000000 2275.000000 1774.000000 1181.0 887.0 \n", + "mean 79.583382 2.953626 2.563698 1.0 1.0 \n", + "std 37.548995 1.237312 2.556337 0.0 0.0 \n", + "min 1.000000 1.000000 -1.000000 1.0 1.0 \n", + "25% 57.000000 2.000000 1.000000 1.0 1.0 \n", + "50% 75.000000 3.000000 2.000000 1.0 1.0 \n", + "75% 100.000000 3.500000 4.000000 1.0 1.0 \n", + "max 320.000000 12.500000 28.000000 1.0 1.0 \n", + "\n", + " ÖV-Haltestelle Einkaufsmöglichkeit rating Aussenparkplatz \\\n", + "count 985.000000 972.000000 672.000000 361.0 \n", + "mean 187.305584 382.001029 4.095238 1.0 \n", + "std 188.595027 493.388297 0.970431 0.0 \n", + "min 1.000000 5.000000 2.000000 1.0 \n", + "25% 100.000000 100.000000 3.000000 1.0 \n", + "50% 130.000000 250.000000 4.000000 1.0 \n", + "75% 250.000000 500.000000 5.000000 1.0 \n", + "max 1940.000000 6740.000000 6.000000 1.0 \n", + "\n", + " Haustiereerlaubt Kabel-TV Kinderfreundlich Kindergarten \\\n", + "count 442.0 912.0 365.0 589.000000 \n", + "mean 1.0 1.0 1.0 456.950764 \n", + "std 0.0 0.0 0.0 410.680225 \n", + "min 1.0 1.0 1.0 10.000000 \n", + "25% 1.0 1.0 1.0 200.000000 \n", + "50% 1.0 1.0 1.0 400.000000 \n", + "75% 1.0 1.0 1.0 550.000000 \n", + "max 1.0 1.0 1.0 3840.000000 \n", + "\n", + " Primarschule Sekundarschule Autobahn Einstellplatz \n", + "count 603.000000 391.000000 414.000000 459.0 \n", + "mean 524.313433 844.918159 1727.553140 1.0 \n", + "std 428.498836 804.348463 1372.695168 0.0 \n", + "min 10.000000 1.000000 1.000000 1.0 \n", + "25% 250.000000 300.000000 1000.000000 1.0 \n", + "50% 450.000000 550.000000 1308.500000 1.0 \n", + "75% 675.000000 1000.000000 2000.000000 1.0 \n", + "max 3070.000000 4900.000000 8700.000000 1.0 " + ] + }, + "execution_count": 1133, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "ds.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 1134, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
22794409Wohnung16500.0NaNNaN260.05.56.0nachVereinbarung1.01.0...1858NaNNaNNaNNaNNaNNaNNaNNaNNaN
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1 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "22794409 Wohnung 16500.0 NaN \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "22794409 NaN 260.0 5.5 6.0 nachVereinbarung \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "22794409 1.0 1.0 ... 1858 NaN NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "22794409 NaN NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "22794409 NaN NaN \n", + "\n", + "[1 rows x 27 columns]" + ] + }, + "execution_count": 1134, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#outliers for price upwards\n", + "dscopy = ds\n", + "dscopy['MietpreisproMonat'] =ds.MietpreisproMonat[(ds['MietpreisproMonat'] != 'aufAnfrage')]\n", + "dscopy['MietpreisproMonat']=dscopy['MietpreisproMonat'].astype('float')\n", + "dscopy[(dscopy['MietpreisproMonat']>5000) & (dscopy['Zimmer']>7)]\n", + "\n", + "dscopy[(dscopy['MietpreisproMonat']>10000)]\n", + "\n", + "### there are outliers (on max)regarding the size of the flat(nr of rooms) and regarding the prize --> keep in mind" + ] + }, + { + "cell_type": "code", + "execution_count": 1135, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "331.0\n" + ] + } + ], + "source": [ + "## outliers downwoards for MietpreisproMonat (price)\n", + "\n", + "ds['MietpreisproMonat'].quantile(0.05)\n", + "\n", + "ds = ds[(ds['MietpreisproMonat']>ds['MietpreisproMonat'].quantile(0.05)) & (ds['Zimmer'].isna())==False] ## drop 8 \n", + "\n", + "print(ds.MietpreisproMonat[ds['Zimmer']==1].quantile(0.05))\n", + "ds[(ds['MietpreisproMonat']ds.MietpreisproMonat[ds['Zimmer']==1].quantile(0.00))]" + ] + }, + { + "cell_type": "code", + "execution_count": 1136, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossVerfügbarabBalkon(e)Lift...BaujahrAussenparkplatzHaustiereerlaubtKabel-TVKinderfreundlichKindergartenPrimarschuleSekundarschuleAutobahnEinstellplatz
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2281 rows × 27 columns

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" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) \\\n", + "23016581 Wohnung 1480.0 1240.0 \n", + "23016600 Wohnung 3500.0 3200.0 \n", + "23014342 Wohnung 1710.0 1470.0 \n", + "23017350 Wohnung 1180.0 1030.0 \n", + "23016559 Wohnung 1360.0 1230.0 \n", + "... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 \n", + "20657528 Wohnung 1840.0 1660.0 \n", + "22104581 Wohnung 1890.0 1610.0 \n", + "22420912 Wohnung 1540.0 1450.0 \n", + "22483750 Wohnung 1350.0 1180.0 \n", + "\n", + " Nebenkosten Wohnfläche Zimmer Geschoss Verfügbarab \\\n", + "23016581 240.0 68.0 3.0 2.0 01.05.2020 \n", + "23016600 300.0 140.0 5.0 2.0 01.05.2020 \n", + "23014342 240.0 73.0 3.5 NaN 01.03.2020 \n", + "23017350 150.0 NaN 2.0 1.0 01.05.2020 \n", + "23016559 130.0 44.0 2.5 3.0 01.06.2020 \n", + "... ... ... ... ... ... \n", + "21825642 140.0 35.0 2.5 NaN nachVereinbarung \n", + "20657528 180.0 78.0 1.5 2.0 nachVereinbarung \n", + "22104581 280.0 NaN 4.5 3.0 sofort \n", + "22420912 90.0 36.0 1.5 7.0 nachVereinbarung \n", + "22483750 170.0 57.0 3.0 2.0 sofort \n", + "\n", + " Balkon(e) Lift ... Baujahr Aussenparkplatz Haustiereerlaubt \\\n", + "23016581 1.0 1.0 ... None NaN NaN \n", + "23016600 1.0 1.0 ... None NaN NaN \n", + "23014342 1.0 1.0 ... 1965 1.0 1.0 \n", + "23017350 1.0 NaN ... None NaN NaN \n", + "23016559 NaN NaN ... 1600 NaN NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 NaN NaN ... None NaN NaN \n", + "20657528 NaN 1.0 ... 1975 NaN 1.0 \n", + "22104581 NaN NaN ... None 1.0 NaN \n", + "22420912 1.0 1.0 ... None NaN NaN \n", + "22483750 1.0 NaN ... None 1.0 NaN \n", + "\n", + " Kabel-TV Kinderfreundlich Kindergarten Primarschule Sekundarschule \\\n", + "23016581 NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 \n", + "23017350 NaN NaN 350.0 NaN NaN \n", + "23016559 1.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "21825642 NaN NaN 400.0 610.0 NaN \n", + "20657528 1.0 NaN 600.0 80.0 80.0 \n", + "22104581 1.0 NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN \n", + "22483750 1.0 NaN NaN NaN NaN \n", + "\n", + " Autobahn Einstellplatz \n", + "23016581 NaN NaN \n", + "23016600 NaN NaN \n", + "23014342 NaN NaN \n", + "23017350 1000.0 NaN \n", + "23016559 NaN NaN \n", + "... ... ... \n", + "21825642 NaN NaN \n", + "20657528 NaN NaN \n", + "22104581 NaN NaN \n", + "22420912 2000.0 NaN \n", + "22483750 3000.0 NaN \n", + "\n", + "[2281 rows x 27 columns]" + ] + }, + "execution_count": 1136, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 4. Change column names and save to csv" + ] + }, + { + "cell_type": "code", + "execution_count": 1137, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Objektart', 'MietpreisproMonat', 'MietpreisproMonat(exkl.NK)',\n", + " 'Nebenkosten', 'Wohnfläche', 'Zimmer', 'Geschoss', 'Verfügbarab',\n", + " 'Balkon(e)', 'Lift', 'ÖV-Haltestelle', 'Einkaufsmöglichkeit', 'rating',\n", + " 'adress', 'publication_date', 'city', 'DateofScrapping', 'Baujahr',\n", + " 'Aussenparkplatz', 'Haustiereerlaubt', 'Kabel-TV', 'Kinderfreundlich',\n", + " 'Kindergarten', 'Primarschule', 'Sekundarschule', 'Autobahn',\n", + " 'Einstellplatz'],\n", + " dtype='object')" + ] + }, + "execution_count": 1137, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1138, + "metadata": {}, + "outputs": [], + "source": [ + "ds=ds.rename(columns={'Objektart': 'object_type', 'MietpreisproMonat':'price','MietpreisproMonat(exkl.NK)':'price_wo_extras',\n", + " 'Nebenkosten':'extras', 'Wohnfläche':'size', 'Zimmer':'rooms', 'Geschoss':'floor', 'Verfügbarab':'moovIn',\n", + " 'Balkon(e)':'balcony', 'Lift':'lift', 'ÖV-Haltestelle': 'public_transport', 'Einkaufsmöglichkeit':'shopping', 'Baujahr': 'age',\n", + " 'Aussenparkplatz':'parking_out', 'Haustiereerlaubt':'pets_allowed', 'Kabel-TV':'tv', 'Kinderfreundlich':'kids_ok',\n", + " 'Kindergarten':'KG', 'Primarschule':'PS', 'Sekundarschule': 'SS', 'Autobahn': 'highway',\n", + " 'Einstellplatz': 'parking_in'}, errors=\"raise\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1139, + "metadata": {}, + "outputs": [], + "source": [ + "ds.to_csv('./Data/c_flats_clean.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 1140, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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object_typepriceprice_wo_extrasextrassizeroomsfloormoovInbalconylift...ageparking_outpets_allowedtvkids_okKGPSSShighwayparking_in
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NoneNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...19651.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NoneNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600NaNNaN1.0NaNNaNNaNNaNNaNNaN
..................................................................
21825642Wohnung1430.01290.0140.035.02.5NaNnachVereinbarungNaNNaN...NoneNaNNaNNaNNaN400.0610.0NaNNaNNaN
20657528Wohnung1840.01660.0180.078.01.52.0nachVereinbarungNaN1.0...1975NaN1.01.0NaN600.080.080.0NaNNaN
22104581Wohnung1890.01610.0280.0NaN4.53.0sofortNaNNaN...None1.0NaN1.0NaNNaNNaNNaNNaNNaN
22420912Wohnung1540.01450.090.036.01.57.0nachVereinbarung1.01.0...NoneNaNNaNNaNNaNNaNNaNNaN2000.0NaN
22483750Wohnung1350.01180.0170.057.03.02.0sofort1.0NaN...None1.0NaN1.0NaNNaNNaNNaN3000.0NaN
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2281 rows × 27 columns

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" + ], + "text/plain": [ + " object_type price price_wo_extras extras size rooms floor \\\n", + "23016581 Wohnung 1480.0 1240.0 240.0 68.0 3.0 2.0 \n", + "23016600 Wohnung 3500.0 3200.0 300.0 140.0 5.0 2.0 \n", + "23014342 Wohnung 1710.0 1470.0 240.0 73.0 3.5 NaN \n", + "23017350 Wohnung 1180.0 1030.0 150.0 NaN 2.0 1.0 \n", + "23016559 Wohnung 1360.0 1230.0 130.0 44.0 2.5 3.0 \n", + "... ... ... ... ... ... ... ... \n", + "21825642 Wohnung 1430.0 1290.0 140.0 35.0 2.5 NaN \n", + "20657528 Wohnung 1840.0 1660.0 180.0 78.0 1.5 2.0 \n", + "22104581 Wohnung 1890.0 1610.0 280.0 NaN 4.5 3.0 \n", + "22420912 Wohnung 1540.0 1450.0 90.0 36.0 1.5 7.0 \n", + "22483750 Wohnung 1350.0 1180.0 170.0 57.0 3.0 2.0 \n", + "\n", + " moovIn balcony lift ... age parking_out \\\n", + "23016581 01.05.2020 1.0 1.0 ... None NaN \n", + "23016600 01.05.2020 1.0 1.0 ... None NaN \n", + "23014342 01.03.2020 1.0 1.0 ... 1965 1.0 \n", + "23017350 01.05.2020 1.0 NaN ... None NaN \n", + "23016559 01.06.2020 NaN NaN ... 1600 NaN \n", + "... ... ... ... ... ... ... \n", + "21825642 nachVereinbarung NaN NaN ... None NaN \n", + "20657528 nachVereinbarung NaN 1.0 ... 1975 NaN \n", + "22104581 sofort NaN NaN ... None 1.0 \n", + "22420912 nachVereinbarung 1.0 1.0 ... None NaN \n", + "22483750 sofort 1.0 NaN ... None 1.0 \n", + "\n", + " pets_allowed tv kids_ok KG PS SS highway parking_in \n", + "23016581 NaN NaN NaN NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 1.0 700.0 700.0 700.0 NaN NaN \n", + "23017350 NaN NaN NaN 350.0 NaN NaN 1000.0 NaN \n", + "23016559 NaN 1.0 NaN NaN NaN NaN NaN NaN \n", + "... ... ... ... ... ... ... ... ... \n", + "21825642 NaN NaN NaN 400.0 610.0 NaN NaN NaN \n", + "20657528 1.0 1.0 NaN 600.0 80.0 80.0 NaN NaN \n", + "22104581 NaN 1.0 NaN NaN NaN NaN NaN NaN \n", + "22420912 NaN NaN NaN NaN NaN NaN 2000.0 NaN \n", + "22483750 NaN 1.0 NaN NaN NaN NaN 3000.0 NaN \n", + "\n", + "[2281 rows x 27 columns]" + ] + }, + "execution_count": 1140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/3.Statistics.ipynb b/your-project/3.Statistics.ipynb new file mode 100644 index 0000000..cd34705 --- /dev/null +++ b/your-project/3.Statistics.ipynb @@ -0,0 +1,3396 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Descriptive Statistics and Inferential Statistics" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Descirptive Statistics\n", + " 1.1 DS\n", + " 1.2 Conclusion\n", + "\n", + "2. Compare Cities\n", + " \n", + " 2.1 Price\n", + " \n", + " 2.2 Size (Rooms and m2)\n", + "\n", + "\n", + "3. Distribution of Publication Date\n", + "\n", + "\n", + "4. Price\n", + "\n", + " correlation with size and room number and also floor\n", + "\n", + "\n", + "5. Additional Ideas / Plots\n", + " \n", + " 5.1 most common features (just a plot in tableau)\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "metadata": {}, + "outputs": [], + "source": [ + "import math\n", + "import time\n", + "import re\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from scipy.stats import ttest_1samp, ttest_rel, ttest_ind\n", + "from scipy.stats import f_oneway\n", + "from scipy import stats" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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object_typepriceprice_wo_extrasextrassizeroomsfloormoovInbalconylift...ageparking_outpets_allowedtvkids_okKGPSSShighwayparking_in
23016581Wohnung1480.01240.0240.068.03.02.001.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23016600Wohnung3500.03200.0300.0140.05.02.001.05.20201.01.0...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23014342Wohnung1710.01470.0240.073.03.5NaN01.03.20201.01.0...1965.01.01.01.01.0700.0700.0700.0NaNNaN
23017350Wohnung1180.01030.0150.0NaN2.01.001.05.20201.0NaN...NaNNaNNaNNaNNaN350.0NaNNaN1000.0NaN
23016559Wohnung1360.01230.0130.044.02.53.001.06.2020NaNNaN...1600.0NaNNaN1.0NaNNaNNaNNaNNaNNaN
\n", + "

5 rows × 27 columns

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" + ], + "text/plain": [ + " object_type price price_wo_extras extras size rooms floor \\\n", + "23016581 Wohnung 1480.0 1240.0 240.0 68.0 3.0 2.0 \n", + "23016600 Wohnung 3500.0 3200.0 300.0 140.0 5.0 2.0 \n", + "23014342 Wohnung 1710.0 1470.0 240.0 73.0 3.5 NaN \n", + "23017350 Wohnung 1180.0 1030.0 150.0 NaN 2.0 1.0 \n", + "23016559 Wohnung 1360.0 1230.0 130.0 44.0 2.5 3.0 \n", + "\n", + " moovIn balcony lift ... age parking_out pets_allowed \\\n", + "23016581 01.05.2020 1.0 1.0 ... NaN NaN NaN \n", + "23016600 01.05.2020 1.0 1.0 ... NaN NaN NaN \n", + "23014342 01.03.2020 1.0 1.0 ... 1965.0 1.0 1.0 \n", + "23017350 01.05.2020 1.0 NaN ... NaN NaN NaN \n", + "23016559 01.06.2020 NaN NaN ... 1600.0 NaN NaN \n", + "\n", + " tv kids_ok KG PS SS highway parking_in \n", + "23016581 NaN NaN NaN NaN NaN NaN NaN \n", + "23016600 NaN NaN NaN NaN NaN NaN NaN \n", + "23014342 1.0 1.0 700.0 700.0 700.0 NaN NaN \n", + "23017350 NaN NaN 350.0 NaN NaN 1000.0 NaN \n", + "23016559 1.0 NaN NaN NaN NaN NaN NaN \n", + "\n", + "[5 rows x 27 columns]" + ] + }, + "execution_count": 88, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds= pd.read_csv('./Data/c_flats_clean.csv', index_col=0)\n", + "ds.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Descriptive Statistics" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.1 DS" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [], + "source": [ + "#pip install pandas-profiling[notebook,html]" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [], + "source": [ + "from pandas_profiling import ProfileReport" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\haenni\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\pandas_profiling\\model\\correlations.py:35: RuntimeWarning: invalid value encountered in double_scalars\n", + " return np.sqrt(phi2corr / min((kcorr - 1.0), (rcorr - 1.0)))\n" + ] + } + ], + "source": [ + "profile = ProfileReport(ds, title='Pandas Profiling Report')" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " )" + ] + }, + "execution_count": 111, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pubdate = ds[ds['publication_date'].isna()==False]\n", + "plt.hist('publication_date', data=pubdate)\n", + "\n", + "### is it geometrically distributed?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.1 All cities" + ] + }, + { + "cell_type": "code", + "execution_count": 112, + "metadata": {}, + "outputs": [], + "source": [ + "### test goodnes of fit\n", + "from scipy.stats import poisson\n", + "from scipy.stats import norm\n", + "from scipy.stats import geom" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "metadata": {}, + "outputs": [], + "source": [ + "pub_freq=pubdate.groupby('publication_date').agg({'city':'count'}).rename(columns={'city':'counts'})\n", + "pub_freq=pub_freq.reset_index()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### a) assing a in for \"nr of days on platform\" instead of date:" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2020-02-26'" + ] + }, + "execution_count": 114, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pub_freq['publication_date'].min()\n", + "pub_freq['publication_date'].max()" + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'2019-01-16': 407,\n", + " '2019-01-17': 406,\n", + " '2019-01-18': 405,\n", + " '2019-01-19': 404,\n", + " '2019-01-20': 403,\n", + " '2019-01-21': 402,\n", + " '2019-01-22': 401,\n", + " '2019-01-23': 400,\n", + " '2019-01-24': 399,\n", + " '2019-01-25': 398,\n", + " '2019-01-26': 397,\n", + " '2019-01-27': 396,\n", + " '2019-01-28': 395,\n", + " '2019-01-29': 394,\n", + " '2019-01-30': 393,\n", + " '2019-01-31': 392,\n", + " '2019-02-01': 391,\n", + " '2019-02-02': 390,\n", + " '2019-02-03': 389,\n", + " '2019-02-04': 388,\n", + " 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publication_datecountsnr_day
02019-01-161407
12019-02-011391
22019-02-181374
32019-02-261366
42019-03-012363
\n", + "
" + ], + "text/plain": [ + " publication_date counts nr_day\n", + "0 2019-01-16 1 407\n", + "1 2019-02-01 1 391\n", + "2 2019-02-18 1 374\n", + "3 2019-02-26 1 366\n", + "4 2019-03-01 2 363" + ] + }, + "execution_count": 116, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pub_freq['nr_day'] = pub_freq['publication_date'].map(dictdate)\n", + "pub_freq['nr_day']\n", + "pub_freq.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### b) calculate mean" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "metadata": {}, + "outputs": [], + "source": [ + "pub_freq['weighted_counts'] =pub_freq['nr_day']*pub_freq['counts']\n", + "mean_cal = pub_freq['weighted_counts'].sum()/pub_freq['counts'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "39.483134405812145" + ] + }, + "execution_count": 118, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mean_cal" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### d) exponential function" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "metadata": {}, + "outputs": [], + "source": [ + "p = 1/mean_cal\n", + "mean, var, skew, kurt = geom.stats(p, moments='mvsk')\n", + "mean\n", + "\n", + "geom.pmf(4, p)\n", + "func=geom(p)" + ] + }, + { + "cell_type": "code", + "execution_count": 159, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "x = np.arange(1,pub_freq['nr_day'].max())\n", + "plt.plot(geom.pmf(x,p),'bo', ms=2, label='geom pmf',color='red')\n", + "plt.bar(pub_freq['nr_day'],pub_freq['counts']/pub_freq['counts'].sum(), color=(0.502, 0.266,0.341))\n", + "\n", + "plt.hlines(y=(0,0.01, 0.02,0.03,0.04,0.05,), xmin=-0.5, xmax=5.5, color=[(0.85,0.85,0.85)], zorder=1) ## grey horizontal lines\n", + "plt.xlabel('nr. of days announcedon on plattform\"', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('% still announced on plattform', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['exponential distribution', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('./Figures/fig1_dist.png', bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### e) check goodness of fit" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Power_divergenceResult(statistic=2.8914873092385345, pvalue=1.0)" + ] + }, + "execution_count": 121, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from scipy.stats import chisquare\n", + "chisquare(pub_freq['counts']/pub_freq['counts'].sum(), f_exp=geom.pmf(pub_freq['nr_day'],p))" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Null hypothesis can't be rejected\n" + ] + }, + { + "data": { + "text/plain": [ + "2029.2113094260997" + ] + }, + "execution_count": 156, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "observed_values=pub_freq['counts']/pub_freq['counts'].sum()\n", + "expected_values=geom.pmf(pub_freq['nr_day'],p)\n", + "\n", + "chi = sum((observed_values - expected_values)**2 / expected_values) # fill with code and data\n", + "dof = pub_freq['counts'].sum()-1\n", + "alpha = 0.05\n", + "\n", + "critical_value = stats.chi2.ppf(q = 1 - alpha, df = dof) # ppf: Percent Point Function\n", + "print(\"Null hypothesis rejected\") if critical_value < chi else print(\"Null hypothesis can't be rejected\")\n", + "critical_value" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.2 distinct mean" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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publication_datecitycounts
02019-01-16luzern1
12019-02-01luzern1
22019-02-18luzern1
32019-02-26luzern1
42019-03-01luzern2
............
3142020-02-25luzern7
3152020-02-25zuerich55
3162020-02-26bern4
3172020-02-26luzern19
3182020-02-26zuerich75
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319 rows × 3 columns

\n", + "
" + ], + "text/plain": [ + " publication_date city counts\n", + "0 2019-01-16 luzern 1\n", + "1 2019-02-01 luzern 1\n", + "2 2019-02-18 luzern 1\n", + "3 2019-02-26 luzern 1\n", + "4 2019-03-01 luzern 2\n", + ".. ... ... ...\n", + "314 2020-02-25 luzern 7\n", + "315 2020-02-25 zuerich 55\n", + "316 2020-02-26 bern 4\n", + "317 2020-02-26 luzern 19\n", + "318 2020-02-26 zuerich 75\n", + "\n", + "[319 rows x 3 columns]" + ] + }, + "execution_count": 122, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pub_freq=pubdate.groupby(['publication_date','city']).agg({'city':'count'}).rename(columns={'city':'counts'})\n", + "pub_freq=pub_freq.reset_index()\n", + "pub_freq" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "metadata": {}, + "outputs": [], + "source": [ + "## assing days with dict from above\n", + "dictdate\n", + "pub_freq['nr_day'] = pub_freq['publication_date'].map(dictdate)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "metadata": {}, + "outputs": [], + "source": [ + "## t stats:\n", + "pub_freq_lu = pub_freq[pub_freq['city']=='luzern'][['nr_day','counts']]\n", + "pub_freq_be = pub_freq[pub_freq['city']=='bern'][['nr_day','counts']]\n", + "pub_freq_zh = pub_freq[pub_freq['city']=='zuerich'][['nr_day','counts']]\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "metadata": {}, + "outputs": [], + "source": [ + "from statsmodels.stats.weightstats import DescrStatsW\n", + "from statsmodels.stats.weightstats import ttest_ind as w_ttest_ind\n" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-15.646766503206294, 5.490988621128271e-47, 641.9462093789452)" + ] + }, + "execution_count": 126, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## t-test\n", + "w_ttest_ind(pub_freq_lu['nr_day'], pub_freq_be['nr_day'], usevar='unequal', weights=(pub_freq_lu['counts'], pub_freq_be['counts']))\n", + "w_ttest_ind(pub_freq_zh['nr_day'], pub_freq_be['nr_day'], usevar='unequal', weights=(pub_freq_zh['counts'], pub_freq_be['counts']))\n", + "w_ttest_ind(pub_freq_zh['nr_day'], pub_freq_lu['nr_day'], usevar='unequal', weights=(pub_freq_zh['counts'], pub_freq_lu['counts']))" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "66.82295081967213" + ] + }, + "execution_count": 127, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## means\n", + "dzh = DescrStatsW(pub_freq_zh['nr_day'], weights=pub_freq_zh['counts'])\n", + "dbe = DescrStatsW(pub_freq_be['nr_day'], weights=pub_freq_be['counts'])\n", + "dlu = DescrStatsW(pub_freq_lu['nr_day'], weights=pub_freq_lu['counts'])\n", + "dzh.mean\n", + "dbe.mean\n", + "dlu.mean" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "metadata": {}, + "outputs": [], + "source": [ + "## for plot\n", + "means_days = pd.DataFrame.from_dict({'zuerich': dzh.mean, 'bern': dbe.mean, 'luzern': dlu.mean}, orient='index')\n", + "means_days\n", + "means_days.to_csv('./Data/means_days.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 4. Price" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "metadata": {}, + "outputs": [], + "source": [ + "#### correlation matrix" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "price 1.000000\n", + "price_wo_extras 0.997475\n", + "extras 0.692814\n", + "size 0.774922\n", + "rooms 0.617574\n", + "floor 0.109647\n", + "public_transport -0.049212\n", + "shopping -0.002304\n", + "rating -0.246659\n", + "age 0.022925\n", + "KG -0.061835\n", + "PS -0.025195\n", + "SS -0.073029\n", + "highway 0.039282\n", + "Name: price, dtype: float64" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.corr()['price'].dropna()" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1674" + ] + }, + "execution_count": 131, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_corr=ds[(ds['price'].isna()==False) & (ds['size'].isna()==False) & (ds['price']<= 10000)& (ds['size']<= 200)]\n", + "ds_corr.shape[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4.1 Linear regression" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 4.1.1 on size" + ] + }, + { + "cell_type": "code", + "execution_count": 161, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "22.96\n" + ] + }, + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 161, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['size']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['size']\n", + "print(round(slope,2))\n", + "round(p_value*100,2)" + ] + }, + { + "cell_type": "code", + "execution_count": 162, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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PHIQe3btbfI1CrYJJb3BgVfLS6XTQ386ApoB7GYAHn0dLOAefiIiIiMiNMOATEREREbkRzsEnIiIiWZyOjUfSoVgER0UiMDJc7nJIRvv2/CB3CW6FAZ+IiIhkkXQoFimJpwCAAZ/IhhjwiYiISBbB/67hHmzntdydgVIhwGgwALzJlqxkMhqhEIQSvZcBn4iIiGQRGBnuMSP3CkGBzKwseHl7QyhhaCPPosvOhlchT/4tDAM+ERERkZ0JggBvUYlbN27Ay9sbSgtLH5JlCtHkMctk6nTZEPQGCKqSfePDTxcRERGRAygVCviIAkxZ2dCbSvYwKE+mregL/e0MuctwCJVCAWUJwz3AgE9ERETkMIIgQCkooeRC5cWm0Wgg8psPq/DjRURETu10bDw2xyzC6dh4uUshInIJvAwiIiKnxqUUiYiKhwGfiIicmictpUhEZAsM+ERE5NQ8aSlFIiJb4Bx8IiIiIiI3woBPRERERORGGPCJiIiIiNwIAz4RERERkRthwCciIiIiciMM+ERERCQLPsSMyD64TCYRERHJgg8xI7IPBnwiIiKSBR9iRmQfDPhEREQkCz7EjMg+OAefiIiIiMiNuFzAv337NkaPHo1GjRqhRYsW+PDDD2E0GgEAt27dwogRIxAWFoZnn30W27dvl7w3OTkZL730EkJCQtCtWzecPHlSsn337t1o06YNQkJCMGTIEFy/ft1h50VEREREZAsuF/CnTp2KtLQ0rFu3DnPmzMGOHTvw+eefAwDGjx+PW7duYcOGDRg6dCjee+89HD9+HABw7949DBgwACEhIdi2bRvCw8MxaNAgZGRkAABOnjyJ8ePHY8iQIdi0aRMyMjIwduxY2c6TiIiIiKgkXC7gHzx4EP369UOdOnUQGRmJjh07IjY2FufPn8f+/fsxbdo0PPnkk+jevTs6deqE9evXA3gwOq9WqzF+/Hg89thjmDhxIsqVK4dvv/0WALBu3Tq0bdsW3bp1Q926dRETE4MjR47g3Llzcp4uEREREVGxuFzA9/X1xddff42srCykpaXh8OHDCAoKQmJiIipVqoSaNWuaXxseHo4TJ04AABITExEWFgaF4sEpC4KAsLAwJCQkmLdHRESY3xsQEIBq1aqZtxMRERERuQKXW0Vn8uTJGDt2LMLCwmAymRAZGYno6GisWbMG/v7+ktf6+fnhypUrAIBr166hdu3a+bYnJycDAK5evVrg+9PS0oqsacGCBVi4cCEAYNjQoRgxcmSJz68ktP4VHHo8kmL/y4d9Ly/2v3zY9/Jh38uL/W8dlwv458+fx1NPPYVhw4YhIyMD06ZNw+zZs+Hr6wuNRiN5rUajgV6vhyiKyMrKKnC7TqcDANy/f7/Q7YWJjo5GdHQ0ACD76g1kX71RmlMsFq1/BYcej6TY//Jh38uL/S8f9r182PfyYv9LFXax41IB//z585gxYwZ+/PFHVKlSBQCg1Wrx+uuv46233soXxnU6Hby8vCAIArRarcXtOfspbDsRERERkStwqTn4v/32G3x8fMzhHgDq1asHo9EInU6H9PR0yevT09NRqVIlAEDlypVx7dq1QrcX9n4iIiIiIlfgUgHf398fd+7cQWpqqrntzJkzAICoqCikpaXh4sWL5m3x8fEICQkBAISEhCAhIQGiKAIARFFEQkICQkNDzdvj4+PN701NTcXly5fN24mIiMj+TsfGY3PMIpyOjS/6xURUIJcK+KGhoQgMDMSECROQnJyMEydO4N1330Xnzp1Rv359NG/eHOPGjUNycjK2bt2KnTt3onfv3gCAdu3a4d69e5g2bRr+/vtvzJw5ExkZGWjfvj0A4JVXXsGuXbuwefNm/PHHHxg3bhyioqJQq1YtGc+YiIjIsyQdikVK4ikkHYqVuxQil+VSAV+lUmHZsmUoX748+vXrh+HDh6NRo0Z4//33AQAxMTEoV64cevbsiUWLFuGDDz5AgwYNAABly5bFsmXLkJCQgK5du+L48eNYvnw5ypYtCwBo0KABpk2bhiVLluDll19GuXLlMHv2bNnOlYiIyBMFR0Xi0ZAgBEdFyl0KkcsSxJw5K2QTjr67m3eUy4v9Lx/2vbzY//Jh38uHfS8v9r9UYavouNQIPhERERERFY4Bn4iIiIjIjTDgExEREREVk+LzldBW9oO2sp/cpeTjUg+6IiIiIiKSk2L7NqgHvyl3GYXiCD4RERERURGE/T9CW9lPEu4NY8YhO+26jFUVjCP4REREREQWCHFx0HRsJ2kzvv4GDDNmA4IgU1WFY8AnIiIiIspDOH0ampbNJW3GTl1gWLocUCplqso6DPhERERERDnOn4c2ooGkydS0OfQbNwNarUxFFQ8DPhERERHR1avQRDaEkJlpbjI9+ST0u78HypaTsbDiY8AnIiIiIs915w40rZ+BcO6suUn0qwjdkV+ACpafFuvMGPCJiIiIyPPcvw91t85QxB+TNGcfPwlUqyZTUbbBgE9EREREnsNggOr1flB+/52kWXfkF4hP1JGpKNtiwCciIiIi9yeKUI16C8r16yTNuj37IIaEylSUfTDgExEREZFbU06fBtUnH0nadFu2Q2wRJVNF9sWAT0RERERuSbl0CVST/ydp03+2CqYOL8hUkWMw4BMRERGRW1Fs2gD1iOGSNv3cj2Dq3UemihyLAZ+IiIiI3ILiu2+h7tdb0maY9C6MI96SqSJ5MOATERGRLE7HxiPpUCyCoyIRGBkudznkwoRffoami3TajWHIMBgnTwUEQaaq5MOAT0RERLJIOhSLlMRTAMCATyUi/JYETauWkjZjz5dg+HghoFDIU5QTYMAnIiIiWQRHRUp+JbLaPynQRkZImkzPtoJ+zReAWi1TUc6DAZ+IiByGUzIot8DIcH4OqHiupELTsAEEvd7cZAoJgX7HLqBMGRkLcy4M+ERE5DCckkFEJXLzJtAgGNrLl81NYrVq0P14CPD1lbEw58SAT0REDsMpGURULJmZUHfqAMVvSeYm0csLuqPxQOUqMhbm3BjwiYjIYTglg4isotdD3etlKA4ekDRn/3oMqFVbnppciOfeXkxEREREzsVkgmrIIGirV5GEe92PBwFRZLi3EkfwiYiIiEheogjle/+DavlSSbPu628gNuaUvuJiwCciIiIi2Sg/ng/VjA8kbfq162Fq+5xMFbk+BnwiIiIicjjFmtVQjxkladMvXAxTj5dkqsh9MOATERERkcModn4N9YD+kjbD+9NhHDRYporcDwM+EREREdmdcPAAND1flLQZ3hoF44RJMlXkvhjwiYiIiMhuhITj0LRrI2kz9ukHw5y5gCDIVJV7Y8AnIiIiIpsT/voTmuZNJG3G9h1g+PQzQMUIak/sXSIiIiKynYsXoQ0PkTSZGjWG/sttgJeXTEV5FgZ8IiIiIiq969ehadYYws2b5ibTo49Bv2cvUO4hGQvzPAz4RERERFRyGXehbtcGir/+MjeJ5ctD99OvQKVKMhbmuRjwiYio2H478AsSdu1FcFQkAiPD5S6HiOSQnQ11zxehiP1F2nzsBPDIIzIVRQADPhERlUDinoNISTwFAAz4RJ7GaIRq4BtQ7topadYd/Ali3boyFUW5MeATEXmY07HxSDoUW6rR95C2T8Ok0yM4KtLG1RGR0xJFqMaNhnL1Kkmzbvf3EMMbylMTFYgBn4jIwyQdii316Hu9lk3wxFNP2rIsInJiyphZUM2dI2nTbdoCseUzMlVEhWHAJyLyMDmj7hx9J6KiKFZ+CvXE8ZI2/bIVMHXpKlNFzsUW34jaAwM+EZGHCYwMd6r/ERGR81Fs+RLqYYMlbfrZc2B67XWZKnJOtvhG1B4Y8ImIiIgIAKDY+wPUvV6WtBnGTYBx1GiZKnJuzvqNKAM+ERERkYcT4o5C0/F5SZthwEAYP5gBCIJMVTk/Z/1GlAGfiIjcgrPOhSVyZsKpU9A8GyVpM3bpBsPipYBSKVNVVFoM+ERE5BacdS4skVM6exbaxtK/J6YWUdCv3wRoNDIVRbbCgE9ERG7BWefCEjmVq2nQNGoIIeueuckU+BT033wH+PjIWBjZEgM+ERG5BWedC0vkFO7cgebZpyFcOG9uEv0rQ3fwCFChgoyFkT0w4BMRERG5q6wsqLu8AMWJBHOTqFRCF38CCKgqY2FkTwz4REREdsSbf0kWBgNU/fpAuXePpFn3868QH3tcpqLIURjwiYiI7Ig3/5JDmUxQvT0Syo3rJc26H36EWD9EpqLI0RjwiYiI7Ig3/5JDiCKUH0yFauECSbNu21cQmzWXqSiSCwM+ERGRHfHmX7I35aIFUL0/RdKm/3wNTO07yFMQyY4Bn4iIiMgFKTZ8AfVbIyRt+vmfwPRqL5kqImfBgE9ERETkQhS7v4G6f19Jm+G9KTAOi5apInI2DPhERERELkD46Qg03TpL2gzDo2H832RAEGSqynlwxar/MOATEREROTHhZCI0bZ6VtBlffgWG+Z8ACoVMVTkfrlj1HwZ8IvJoHPEhImclnPkbmqaNJW3G1m1hWLUGUKtlqsp5ccWq/zDgE5FH44gPETmd1MvQhIVAMJnMTaYGYdBv/xrw9paxMOfGFav+w4BPRB6NIz5E5DRu3oQmqhmEq2nmJvGRGtDtOwCULy9fXeRyGPCJyKNxxIeIZJeZCXWHdlCc/t3cJHqXge7oMcC/soyFkatiwCciIiKSg04H9Ss9oThyWNKcffQ4ULOmTEWRO2DAJyLyELyhmOyFn61iMhqhGjoYyh3bJM26/YchPvWUTEWRO2HAJyLyELyhmOyFny0riSKU/5sI1Yrlkmbdzt0QGzW28Cai4mPAJyLyELyhmOyFn62iKed9CNXsmZI2/RcbYWrdRqaKyJ0x4BMReQjeUEz2ws+WZYrVn0M9drSkTb9oKUzde8hUEXkCBnwiIiIiG1N8tQPqgW9I2vTTZ8I0YKBMFZEnYcAnIiIishHh4H5oenaXtBneGQPj2PEyVUSeiAGfiIiIqJSE+GPQtH9O0mZ8rT8Ms+YAgiBTVeSpGPCJiIiISkj4IxmaqGaSNmPHF2BYvhJQKmWqijwdAz4RERFRcV24AG3DUEmTqUlT6DdtAbRamYoieoABn4iIiBzCLR6IlZ4OTZMICHfumJtMTzwB/Xc/AGXLyVgY0X8Y8ImIiMghXPqBWHfvAM0jof3rL3OT+PDD0B2JBSpWlLEwovwY8ImIiMghXPKBWPfvQ929KxRxRyXN2fGJQPXqMhVFVDgGfCIiInIIl3oglsEA1YD+UH67W9KsO/wzxDpPylQUkXUUchdQXHq9HjNnzkTjxo3RuHFjTJ48GTqdDgBw6dIlvP766wgNDcXzzz+PgwcPSt4bGxuLF154ASEhIejTpw/OnTsn2b527VpERUWhQYMGmDBhAu7du+ew8yIiIiInIIpQjR4FbbXKknCv+3YPIIoM9+QSXC7gx8TE4IcffsDixYuxZMkSHD58GIsWLYIoihg6dCh8fX2xZcsWdO3aFSNGjMCFCxcAAKmpqRgyZAg6deqErVu3omLFihg6dChMJhMAYM+ePfjoo48wefJkrFmzBklJSZg1a5acp0pEREQOpJw5HdoqFaFcu9rcptu8Fdlp1yGGucg3D0RwsYB/584dbNiwAdOmTUN4eDjCwsIwfPhwnDp1CrGxsfjnn3/w/vvv4/HHH8fAgQPRoEEDbNmyBQCwefNm1K1bF2+++SYef/xxzJgxA6mpqYiNjQUArF69Gr1790arVq0QHByMKVOmYPv27cjMzJTzlImIiMjOlMuWQlvZD6qP5pnb9Cs+fxDsn24pX2FEJeRSAT8+Ph5eXl5o2rSpua1bt25YsWIFEhMT8dRTT6Fs2bLmbeHh4Thx4gQAIDExEREREeZt3t7eCAoKQkJCAoxGI5KSkiTbQ0NDYTQacfr0aQecGRERETmaYsvmB8H+vUnmNv2cechOuw7TC51krIyodFwq4J8/fx7VqlXDrl270KFDBzzzzDOYPXs2dDodrl27Bn9/f8nr/fz8cOXKFQCwuD0tLQ137txBdna2ZLtKpYKvr6/5/UREROQeFD/sgbayH9TDhpjbDBMmPQj2ffvJWBmRbbjUKjqZmZm4ePEi1l0PYz8AACAASURBVK1bh6lTpyIzMxNTp06FwWBAVlYW1Gq15PUajQZ6vR4AkJWVBY1Gk2+7TqfD/fv3zT8XtL0oCxYswMKFCwEAw4YOxYiRI0t8jiWh9a/g0OORFPtfPrbo+98O/ILEPQcR0vZp1GvZxAZVOSd7nCc/+/Jh35fQ4cNAVJS07e23gblzoRIEq0IR+15e7H/ruFTAV6lUyMjIwJw5c1CjRg0AwNixYzF27Fh07doVGRkZktfrdDp4eXkBALRabb6wrtPp4OvrC+2/j5QuaHvO+wsTHR2N6OhoAED21RvIvnqjZCdYAlr/Cg49Hkmx/+Vjq75P2LUXKYmnYNLp8cRT7rs6hq3Pk599+bDvi0849Rs0zz4taTO+2B2GhUsAhQK4dtOq/bDv5cX+lyrsYselAr6/vz9UKpU53ANA7dq1kZ2djUqVKuHPP/+UvD49PR2VKlUCAFSuXBnXrl3Lt/2JJ54wh/z09HTUqVMHAGAwGHDr1q1803qIyL245IN3SsBTzpNI4uw/0DZuKGkytXwG+rXrgTzf2hO5E5cK+KGhoTAYDPjjjz/w5JMPRqDOnDkDHx8fhIaGYuXKlbh37x7KlCkD4MFNuaGhoQCAkJAQHDt2zLyvrKws/P777xgyZAgUCgWCg4MRHx9vvoH3xIkTUCqVCAwMdPBZEpEjudSDd0rBU86TCACQdgWaRuEQ/p2CCwCmesHQf/0N4OMjY2FEjuFSN9nWqlULrVq1woQJE/Dbb7/h2LFj+PDDD9GzZ080adIEVatWxfjx4/HXX39h+fLlSExMRI8ePQAAL774IhITE7FkyRL8/fffmDRpEqpWrYomTR7MRX311Vfx2WefYc+ePUhKSsLUqVPx4osvwof/EBAREbmG27ehCasPbf0gc7gXAwKQ/ccZ6PcdYLgnjyGIoijKXURxZGRkYPr06dizZw9UKhW6dOmC0aNHQ61W49y5c5g0aRISExNRo0YNTJgwAc2bNze/9+DBg5g5cyZSU1MREhKCDz74QDLdZ/ny5Vi1ahV0Oh3atGmDyZMnWzUHPzdHzw3jfDR5sf/lw76XF/tfPuz7Aty7B3WXjlAkJpqbRLUaumMJQJUAmx2GfS8v9r9UYXPwXS7gOzsGfM/C/pcP+15etu7/07HxSDoUi+CoSE4lKgI/+7no9VD37QXFj/skzdmxcUDtR21+OPa9vNj/Um5zky0REbmnpEOxSEk8BQAM+FQ0kwmqEcOg/HKzpFm3dz/E4PoyFUXkPBjwiYhIoqjR9NOx8TgVG48gG964y1V+yCqiCOXUyVAtWSRp1m3/GmLTZjIVReR8GPCJiEiiqNH0nO0mnd5mAZ+r/FBRlAs+huqD9yVt+tXrYGr3vEwVETkvBnwiIpIoajQ9OCoSCo0aQQzk5ACKL9ZBPUr6hHj9JwtheukVmSoicn4M+EREJFHUaHpgZDhCO7XhzW5kV4rdu6Du30/SZpg6DcbBQ2WqiMh1WAz4ffv2hZ+fH+bPn+/IeoiIyINw9RzKSzh8CJruXSVthuiRME56FxAEmaoici0WA/7Ro0dRpUoVSVvdunUREBCA/fv3270wIiL6j7sGYa6eQzmEEwnQPNda0mbs1QeGufMZ7ImKqdhTdLhsPhGR47lrEObqOST8/Rc0zaR//sbn2sHw2WpAxZnERCXBvzlERC7AXYMwV8/xYJcvQdtAuma9Kbwh9Ft3AN7eMhVF5B4Y8ImIXACDMLmN69ehadEEwvXr5iaxVm3ofvgReOghGQsjch+FBnyj0YjU1FTJtJyC2gCgatWq9qmQiIiIXF9mBtTPt4Xijz/MTWLZstD9Egf4+8tYGJH7KTTgp6en49lnnzX/LAhCvrac9t9//90+FRIRkVOxx5NsyY1lZ0P9ck8ofj4ibY5LAGrUkKkoIvdWaMC39oZa3nhLROQ57PEkW3JDRiNUg9+E8uuvJM26A0cgBgbKVBSRZ7AY8Pft2+fIOoiIyEXwSbZUKFGEauI4KD9bKWnW7foOYkSETEUReRaLAb9atWqOrIOIiFyELZ9k66zr+ztrXc5OOXcOVDGzJG26DZshPttKpoqIPJPFgL9w4cJi7Wj48OGlLoaIiDyLs67v76x1OSvF5yuhHj9W0qZf+ilMXbvJVBGRZys04AvFeHIcAz4RERWXs67v76x1ORvF9m1QD35T0qafORum1wfIVBERAYUE/IgC5snFxcVBo9EgJCTErkUREZFncNb1/Z21Lmch7P8Rmpd7SNoMY8bBOHqshXcQkSNZDPhr167N11a3bl1UqFChwG1ERETk3oS4OGg6tpO0GV9/A4YZs4FifOtPRPbFJ9kSERFRoYTTp6Fp2VzSZuzUBYalywGlUqaqiMgSBnwiIiIq2Pnz0EY0kDT987A/fu47GN0njpSpKCIqCgM+ERGRi7P5sp5Xr0IT2RBCZqa5yfTkk/htymwkHjvJm4+JnJzFgD9hwoQC22/fvp1vmyAImDFjhm0rIyIiIqvYbFnPO3egaf0MhHNnzU2iX0XojvwCVKiAJwE8+WyL0hVLRHZnMeBv374dgiBAFEVJe1ZWFrZv3w4A5u0M+ERERPIp9bKe9+9D3a0zFPHHJM3Zx08CfPAlkcuxGPC7dOlSrHXwiYiISB4lXtbTYICqfz8o93wnadYd+QXiE3VsVB0ROZrFgD9r1ixLm4jIQ9l8ni8RyUMUoRr1FpTr10madXv2QQwJlakoIrIVRVEvSEtLw/nz5/O1//rrr9DpdHYpioicU84836RDsXKXQkQlpJw+DdoqFSXhXrdlO7LTrjPcE7mJQgP+Z599hlatWmHDhg2S9nv37mHQoEGIiorCwYMH7VogETmP4KhIPBoSxBU0bOR0bDw2xyzC6dh4uUshD6Bcuhjayn5QffKRuU3/2aoHwb5FVLH2xc8ukXOzOEXnxx9/RExMDAAgMTFRsu3EiRPIzs7G/fv3MWzYMGzYsAHBwcH2rZSIZFfieb5UIJutfEJUCMWmDVCPGC5p08/9CKbefUq8T352iZybxRH8VatWAQDat2+PlStXSrY1bdoU+/fvR0REBAwGA5YtW2bXIomI3BG/ESF7Unz3LbSV/STh3jDpXWSnXS9VuAf42SVydoKYdx3Mf4WHhyM7OxuxsbEoW7ZsgW9OT09HVFQUKlWqxKk6/8q+esOhx9P6V3D4Mek/7H/5sO/lZav+543bxVdU3wu//AxNlxckbYahw2F8bwrA1fFKhf/uyIv9L6X1r2Bxm8UpOgaDAV5eXhbDPQBUrFgR3t7euHXrVukqJCKHkiNUMchRQTjVw3aE35KgadVS0mbs+RIMHy8EFEWuqUFEbsRiwK9Rowb+/vtvHDt2DA0bNizwNQkJCcjMzETt2rXtViAR2Z4coYpBjgpS6gc02YlLXZD+kwJtZISkyfRsK+jXfAGo1TIVRURysnhJ3759e4iiiFGjRuHgwYMwGAzmbQaDAQcOHMDbb78NQRDQvn17hxRLRLYhx/xZex6TK3q4rsDIcPQcO8zpQrRLLAl7JRWa6lUk4d4UEoLsfy5Av2Ezwz2RB7M4gt+/f398//33SE5OxuDBg6FSqVChQgWIoogbN27AaDRCFEU88cQTeOONNxxZMxGVkhyr4djzmPx2gGzNWb9ZAADcuAFNSBCEK1fMTWL16tD9eAgoX17GwojIWVgM+F5eXlizZg2mTp2Kb7/9Fnq9HmlpaebtgiCgbdu2mDp1KsqUKeOQYomICuLUYYxcklMuCZuZCXWnDsBvSci5VVb08oLuaDxQuYqspRGRc7G4ik5uaWlpOHbsGFJTU2EymeDv74+GDRuievXqjqjRpXAVHc/C/pcPV3GRl636f+/aL3HqpzgENYtA6z49bFCZG9Lroe71MhQHD0ias389BtTiPXCOxH/z5cX+lyrRKjq5Va5cGR06dLBZQUTkGjwh/HJ6j7xO/RSHrLsZOPVTHAN+XiYTVMOGQLlti7T9xAlkBzwiT01E5BK4bhYRWeQSNxqWkrM+sMdTbhwOahYB73JlEdQsougXewpRhPLdSdAGVJKEe93X3yA77ToQEiJjcUTkCqwawSciz+QJc9udcq41POebhdZ9enDkPhflx/OhmvGBpE2/dj1MbZ+TqSIickUM+ERkkbOGX0/g7hdXnjD9qzgUa1ZDPWaUpE2/cDFMPV6SqSIicmUM+ETk0Zw1aLr7xZWnfENRFMXOr6Ee0F/SZnh/OoyDBstUERG5g2IF/Lt37yIzMxMmkynftqpVq9qsKCIiR5EjaMpxUeFsFzLu/g1FUYSDB6Dp+aKkzfDWKBgnTJKpIiJyJ1YF/DNnzmDChAlISkoqcLsgCPj9999tWhgRka0UFm7lCJpyXFQ424i5u39DYYmQcByadm0kbcY+/WCYMxcQBAvvIiIqHqsC/pQpU3Dy5EmL261YSp+IqNRyB/XQTm2KfsO/Cgu3cgRNOS4qPH3EXG7CX39C07yJpM3YvgMMn34GqOw7W9bZvr0hIvuz6l+VxMRECIKAESNGoE2bNvDy8oLAkQYicrDcQb04Ad/Zwq0cFxWeOmIuu4sXoQ2XLmtpatQY+i+3AV5eDinB2b69ISL7syrgV6lSBTdv3sSQIUPsXQ8RkUUlDeoMt+Rw6enQNI+EcPOmucn02GPQf78XKPeQQ0txtgtcIrI/qwL+sGHDMH78eBw8eBBPP/20vWsiIiqQMwR1TnegQmXchfq51lD8/be5SSxfHrqffgUqVZKlJGf4e0NEjmVVwE9ISEDVqlUxePBg1K5dGw8//DCUSqV5uyAIWL16td2KJCJyFu403YEXKzaUnQ11zxehiP1F2nzsBPDIIzIVRUSeyqqAv3HjRvPvU1JS8m3nfHwi8hTuNN3BVS5WnPpCxGiEauAbUO7aKWnWHfoJ4pN1ZSqKiDyd1VN0GOKJiNxruoOrXKw45YWIKEI1bjSUq1dJmnW7v4cY3lCemorJqS+ciKhUrAr40dHR9q6DiMgluXJIcpWLFTkuRAr7c1XGzIJq7hxJm27TFogtn3FYfbbglBdORGQTFgN+XFwcNBoNQkJCEBcXV+SOIiIibFoYEZErYEiyPzkuRAr6c1Ws/BTqieMlr9MvWwFTl64Orc1WXOUbHCIqPosBv0+fPggICMD+/fvRp0+fQqfo8Em2ROSpGJLcU+4/V8WWL6EeNliyXT97DkyvvS5HaTbjKt/gEFHxFTpFJ/cTagt7Wi2fZEtEnoohyT0FRoYjKOMG1J3bStoN4ybAOGq0TFUREVnHYsBPTk4u8PdERETOyFb3QwhxR6Hp+LykzTBgIIwfzAC44AQRuQCrbrIlIiJydqW9H0I4dQqaZ6MkbcYu3WBYvBTI9ewXIiJnx4BPROSEXHl1HrkUdj9Eof159iy0jaVtphZR0K/fBGg0dquXiMheGPCJiJyQu6/OY48LmMLuhyiwP6+mQdOoIYSse+bXmQKfgv6b7wAfnxLXwYszIpIbAz4RuQ1nCVZ56yhJXc68Os/p2Hicio1HUCluMHb0BYykP2/fhqZVSwgXzpu3i/6VoTt4BKhQodTHcveLMyJyfgz4ROQ2nCVY5a2jJHU58+o8Oedj0ulLXKOjL2ACI8MRGPIU1F1egOJEgrldVCqhiz8BBFS12bGc+eKMiDyD1QFfr9fj22+/xa+//opr165h+fLl+Oabb9C8eXOUL1/enjUSkYezdgTcWYJV3jpsWZczfEsRHBUJhUaNoFIc36EXMAYDVP36QLl3j6RZ9/OvEB973OaHc+aLMyLyDFYF/Bs3bqB///74888/IYqi+aFX77//Pnx8fLB69Wo88sgjdi2UiDyXs4zMWytvwMv5+XRsPDbHLCpVOHeGvgiMDEdopzbIvnpDluNbzWSC6u0RUG7cIGnW/fAjxPohMhVFRGR/CmteNGfOHPz5559o1KgRfP698ej+/fvw9fXF5cuXERMTY9ciicizBUdF4tGQoCJHwHPCb9KhWAdVVjy2qM/avvBoogjl+1OgDagkCfe6bV8hO+06wz0RuT2rRvAPHDgArVaLZcuW4bnnnsO9e/fg5eWFrVu3okWLFjh69Ki96yQiD2btlAdnmaJjiS3qc+T0D2eYDlRcykULoHp/iqRN//kamNp3kKcgIiIZWBXw7927B7VaDS8vL0m7QqGA0WiEXq+3S3FERMXh7HOfnb2+vJxhOpC1FBu+gPqtEZI2/UefwPRKL5kqIiKSj1UBv379+jh27BhmzZqF7OxsAMDevXuxdu1a6PV6NGjQwK5FEhGRdWw56u7s34gAgGL3N1D37ytpM0yeCuPQ4TJVREQkP6sC/tixY9G3b1+sXr3a3BYdHQ1RFKHRaPDWW2/ZrUAiIrKeLUfdnfkbB+GnI9B06yxpMwyPhvF/k4F/F4IgIvJUVgX84OBgfPnll1i0aBHi4uJw69YtVKxYEeHh4XjzzTdRt25de9dJRCQrV5mP7gqj7qUhnEyEps2zkjbjy6/AMP8TQGHVuhFERG7P6nXwH3/8ccyfP9+etRAROS1XmY/uzKPupSGc+Ruapo0lbcY2z8Hw+WpArZapKiIi52R1wN+9eze2bduGFStWAACSkpIwZswYDB8+HB07drRbgURkf64yOp1TZ4UAf9y6fhO+fg/jRupVh9Rtzci4rfrRVf487EVy/jUDoAkLgWAymbebGoRBv/1rwNtbxiqJiJyXVQF/165dGD16NARBwM2bN/Hwww/jr7/+wtmzZzFmzBgoFAq0b9/e3rUSkZ24yuh0Tp2pKeeQdTcDGi8tdPezkXHrlt3rtmZk3Fb9mPs8S7uv0pDrQiPpUCwuHzuOF5fGQJuZYW4XH6kB3b4DAJ+eTkRUKKsC/ooVKyAIAl577TXzUpmtWrXCoEGDsGzZMqxcuZIBn8iFOfu87dwj9wDMI/hpKeegu58NiLa7qbI0odZW/RgcFWm+iEk6FCtbwLd0wbJ37Zf4/ZdjeKpJQ7Tu08O2B83MRPctn8P73D/mJtG7DHRHjwH+lW17LCIiN2VVwD937hzKlSuHcePGmdvKly+Pt99+G+vXr0dKSordCiQi+3P2edu5g2bPscMAAFr/Cjjx9Q/mMG6PYxW3T2zVjzn7sPW5FZelC5ZTP8Uh624GTv0UZ7uAr9NB/UpPKI4cljRnHz0O1Kxpm2MQEXkIqwK+l5cXbt++jQsXLuCRRx4xt6ekpCAjIwO+vr52K5CIKG/QzD2CnBP47XUsudjzosvabyks1RDULMLc/6VmNEI1dDCUO7ZJmnX7D0N86qnS75+IyANZtaZYy5YtYTKZ0LNnT0yePBnz58/HhAkT8NJLL5m3y2HSpEno06eP+efk5GS89NJLCAkJQbdu3XDy5EnJ63fv3o02bdogJCQEQ4YMwfXr183bRFHE/Pnz0aRJE0RERGD27NkwGo0OOxcisiwwMhw9xw4zh81TP8Xh3u27OPVTnMyVuaacbymSDsUWuP10bDw2xyzC6dj4Are37tMDY7Z8WrrRe1GEctIEaKv6S8K9buduZKddZ7gnIioFqwL+6NGjUatWLdy8eRObN2/G8uXLsWPHDty9exe1atXCmDFj7F1nPr/88gu2bNli/vnevXsYMGAAQkJCsG3bNoSHh2PQoEHIyHhwg9bJkycxfvx4DBkyBJs2bUJGRgbGjh1rfv+qVauwbds2fPzxx1i4cCF27dqFlStXOvy8iKhoQc0iUKZ8OQQ1i7D5vksbfl1BcFQkHg0JsvgtRVF9UFrKeR9CW6UiVCuWm9v0X2x8EOwbNS7knVQS7vCZJaLisWqKjp+fH7Zv345t27YhLi4Ot2/fRvny5dGoUSN069bNfOOto9y7dw/vvvsuwsLCzG27d++GWq3G+PHjoVAoMHHiRBw8eBDffvstevTogXXr1qFt27bo1q0bACAmJgYtW7bEuXPnULNmTaxevRojRoxAo0aNADy4qJk3bx4GDhzo0HMjoqK17tMDHd4ZhOyrN2y+b0tTdPau/RKnfoqDSqPG3es3ATj3ikOFKWr6j72mKSlWfw712NGSNv2ipTB1t/GNuiThKqtkEZHtWL0Ovre3N3r16oVevXrZsx6rzJ8/H40aNUKlSpVw/PhxAEBiYiLCwsKg+PdJhoIgICwsDAkJCejRowcSExPx+uuvm/cREBCAatWqISEhAV5eXkhNTUXDhv/NJw0PD8eVK1eQmpqKgIAAx54gEcnGUvjNubFU46UtdPTbHdh6/r/iqx1QD3xD0qafPhOmARxAcQRnua+EiBzHYsBfuHAhypUrh379+mHhwoVF7mj48OE2LcyShIQEfPfdd9i1axc+++wzc/u1a9dQu3ZtyWv9/PyQnJwMALh69Sr8/f3zbU9LS8O1a9cAQLK9YsWKAIArV64w4FOJefoDi3Jz1r6wtq6gZhE49VMcgppFFDn33JHn6qz9CgDCwf3Q9OwuaTO8MwbGseNLtD85z9WZ+7kozr5KFhHZXqEBPyAgwBzwBaHwdaYdEfB1Oh0mTZqEiRMnonyeB51kZWVBo9FI2jQaDXQ6HQDg/v37Frffv3/f/HPubTnHLMqCBQvMF0HDhg7FiJEji3lmpaP1r+DQ45FUYf1/KjYeKYmnoNCoEdqpjQOrcj726AtbfPatravDO4PQ4Z1BNt2nLcj5GbPY/7/+CkTmGS0eMgRYtAgqQbD+q+M85DxXZ/u7zH/35cO+lxf73zoW/52NiIiAn5+f+ffOYNGiRahZsyaef/75fNu0Wm2+MK7T6cz3BxS2PXeYV6vV5t8DD6YmFSU6OhrR0dEAgOyrN+wyL9gSrX8Fhx6P/nM6Nh6nYuMRVMjoWFBkOEw6PYIiwwv9c3Ll0UFrWdsX1irOZ7+w/rV1XfbapzMcK7eC+l/4IxmaqGaSNuMLnWBYtgJQKoFrN0t1TLnOVe5j58V/9+XDvpcX+1+qsIsdiwF/7dq15t9Pnz4dNWrUsG1VJbBz505cu3YNDRo0AADo9XoYjUY0aNAAHTt2NE+1yZGeno5KlSoBACpXroz09PQCt1euXNn8s4+PDwCY95XzfqK8cm5cM+n0FkO5tV+Nu+NNcHlDtZzTBArrX1vWlfucbb0+vyVOMf3iwgVoG4ZKmkxNmkK/aQug1Rb4lpyblq2Z8pRDznN1in4mIrKSVd+U9u7dG2q1Glu2bMHDDz9s75osWrt2LQwGg/nnVatW4bfffsOHH36IuLg4LFmyBKIoQhAEiKKIhIQEDBgwAAAQEhKC+Ph49Ojx4H8kqampuHz5MkJDQ1G5cmVUrVoV8fHxqPnvExPj4+Ph7+/P+fdkUXBUJBQaNYJs8D99e9wEZ49vBYqzz1+++h5Xz19Exs3bsgejwvrXlv304/ptuHv9Jq5dvFzqfeXUVSHAHzdSrzrnfP70dKgahUGZmWluMj3xBPTf/QCULVfoW+3yNFwH8YRv3IjItVkV8E0mE+7evStruAeAatWqSX5+6KGH4OXlhZo1a8LPzw9z587FtGnT8Oqrr2Lz5s3IyMhA+/btAQCvvPIK+vTpg7CwMISEhGD69OmIiopCrVq1zNvnzZuHgIAAKJVKzJs3D3379nX0KZILCYwMR2inNjb5utAeo4P2+FagWPsUROmvMiqsf23RTzmB797tOwCA7Mx7JSu0gLpSU84h625GqeqzJG9Qtbov7t5BdngotBcvmJuyvbyB+BPAvwsUFCX3Tcuuxh2/cSMi96KcMmXKlKJe5Ovriz179uDy5csoU6YMsrOzkZWVhYyMDNy9exd3795FuXKFj9bYQ2xsLFJTU9GtWzdoNBo0atQIGzZswJIlS6DX6zF37lxUr14dwINlMQMCArBo0SKsW7cOjz/+OGbMmGGeYx8aGor09HTMmzcP3333HTp37ozhw4cXeXNxXsbMLJufZ2FUPt4OPyb9x5n7X6FUQp+tQ3BUJCpVr+rwfXr5+ECfrUN425Y2O36O07Hx2Lf6SwhAofs+HRuP/eu3Q6FUWnydLfpp//rtSEk8BbVGA6PBCL9qVdCgVVSJ9pW3rppP1YGXj4/F+qw5x6Lq1mfrENSsEVJTzuFmWjpqPlUHj4YE5X/D/ftQd3kB6vFjobpzx9y89c1RME56F5XqPG51XY+GBCGyY5uCj+Pk7PF3qzic+d8dd8e+lxf7X0rlY/k+UUEUxSKH1+rXrw+DwQBLLxUEAb///nvJK3Qjjr75gzecyIv9L4/NMYuQkngKj4YEFTrX3drXlVbOSPiFP/6G/n42vMuVxcilMUW+3hZTPKw9x4KOmbfN4r4MBqgG9Ify292SfX71WjRqdn2hwHNwVN97Iv67Ix/2vbzY/1Ilusk2t6KWirTiGoGIZGbvecN591/Uz6WRc/+Dr9/D2ByzKN8+c89fz3m9PeVMAcp942hhbDnFw9r7Nwo6Zt6pS/n2JYpQjXkHyrWrJfvSfbsHmnZt0K6Q/9Hy4UpERPKxKuDv27fP3nUQkZ3Ze95w3v0X9XNp5Nz/sHb0tAL3mftYjhw9bt2nh1U3jNoy/Fp7/4Y1x8y9L+XM6VB9NE+yXbd5K8SnW9q0LiIisj2rAn7Oza0mkwn//PMP7ty5A19fX9SqVavYc9SJSB72HlHNu/+ifi2NnGcQWBqhd/bRYznCr7XHVC5bCtV7kyRt+hWfw/RCJ3uVRkRENmbVHHwAWLNmDZYsWYJbt26Z2/z8/DB06FC8+uqrdivQ1XAOvmdh/8vDFvO7S7IOe1FceflExZbNUA8bImnTz5kHU99+Bb6en335sO/lw76XF/tfqtRz8FetWoXZs2fnm2ufnp6OadOmwWg0ok+fPqWrkojISrZ4BoEt12HPCfYZN2/j6vmLAFxn+UTFD3ug7v2KpM0wYRKMb42SqSIiIiotqwL+559/DgDo2rUrhg0bBn9/f1y7dg3Lly/Hpk2bsHLlSgZ88jg500SCONe4QPYczbbFMwhsV0LDPQAAIABJREFUuQ57zpx//5rV8GhIECoE+Bd4868leR9q5YiHWwmxv0DTuaOkzTBoCIxTpwGceklE5NKsCvh37tyBt7c3ZsyYYZ5zX61aNUyZMgU7d+7E7du37VokkTPKCXUmnZ4BvwD2vKnXFhdX1t4Qa43cc/5zLzcJWHfueR9qZc+HWwmnfoPm2aclbcYXu8OwcAmgUNjsOK48XYmIyNVZFfCfeeYZfP/990hLS0OVKlXM7efPn0dWVhY6deLNV+R5bDFNxF0UFObseaOrs11cFbXcZFFhN+d1BY3g51Xi4Hz2H2gbN5Q0mVo+A/3a9YBGY/1+rMSnvRIRyceqgN+5c2ccPXoUr776Krp3746KFSvi0qVL2Lp1K8qUKYP69etjx44d5td36dLFbgUTOQtbTBNxF7lHoIH/Aq+9gp21F1dyjSLnPfeiwm5x+qrYwTntCjQRYRCys81NpnrB0H/9DeDjY9UxS8LZVzIiInJnVgX8QYMGQRAEiKKIBQsWmNtFUYQgCPjggw/MbYIgMOATOTFbhN68+wiOijRPK0k6FGv3MG3txZWzjCLbMuxava/bt6F5pgWES5fMTWJAAHQHjgC+vsU6Zkk+M1wHn4hIPlYF/KpVq9q7DiJyEFuE3rz7yNlPTgh0Fs4yimzLsFvkvu7dg7pzRyhOJpqbRLUaumMJQJWAEh3TWS6UiIjIOlYF/B9//NHedRCRjVg737s0obegfRQVPPPWlffnwtalL+m3DgXV5LY3f+r1UPftBcWP0iePZ8fGAbUfLdEuc6/uA8h/oURERNaxKuATkeuw5XxvS0qyj7x15f25sHXpbTmC7Haj0SYTVCOGQfnlZkmzbu9+iMH1S7Xr3H1V0geKERGR4zHgE7kZZ5mWksPSKHDulWM2xyxCwKM1kJpyvsB16e05h91ZR/SLfNKuKEI5dTJUSxZJmnXbv4bYtFm+l5fkPJ3ts0RERNZhwCdyM7ac722L8JszCpxx8zbKPlw+X505a8Y/GhKEkUtjCtxHSc+poPqLu8JNYfsqyWuslfcbjdz7rhd3BKoP3pe8PmXSVFQbMdzi/kryzYU9bpR11gsqIiJ3woBPRBbZYjpLzuhvxq1bBe4r70i+LYOfNfVbO0ptzb5sebGQ90m7SYdiUX73ToTOfU/yup/adcVegwaP3hfQs5BjOcs8elt8pniRQERUOAZ8IrLIFlM0ckaBc4eygrYX9+mv1rCmfmtHqa3Zly0vFnI/aVexexf65An2hqnTYBw8FD6x8Xi0kNWLnG0evS0+U253HwURkY0JoiiKchfhThz90COtfwU+aElG7H/bKe6orCv3fVHnmrO9ia8Wj787TrLNMPJtGCf+z2bHKik5+9/TR/Bd+bPv6tj38mL/S2n9K1jcxoBvYwz4nsVT+98ZApYz9b2t+2PvqIno8MUySZuxVx8Y5s4HBKHU+7cFZ+r/4nCGz25puWrfuwP2vbzY/1KFBXxO0SFyEyUJLiUNO5wiIVXc/rDU78Lff0HTLBIdcr3W+Fw7GD5bDajc859rRwdufnaJyBO45/8xiDxQSYJLScMOl0+UKm5/5Ov3y5egbSBds/5aQHVc/ngJ6j7d1LbFOhlHB25+donIEzDgE7mJkgSXkoYdeyyf6Mos9UfuFWxupF41j1Ln9HdoaCA0T9WBcP26+T1irdrY1PEV/JF8Bo/+muD2Ad/RgZufXSLyBAz4RG6iJMGFYce+ckanU1POIetuBoB/+zz4SdQfGw3F3D/Mr9VptPjz0zV4ol1r1I2Nh17rVWDodZU55NbWyc8gEZHtMeATEVmhNE+CzRnBr98kDOqunaH4+YjkddsGvI2ks5fx6Mk/8H/27jw+qvLeH/hn9qwkBAgmxKBBwBAwgYgGsIgK7qLVit3oYvUWocq13l9UXC7ee3FJaytVKK11qzugtC5VKRZKBVIhQgghRCCQkBBIYmaSmWQy6/n9MTmHc05mzTbJ8Hm/Xn2lOXOW5zwzxO955vt8n4nXzg8a9A6XHPLh0k4ioljEAJ8oxvXHiG9/jhr3V3sqS8uQN4ijv31aCdbjgX7J3dCpatk7t30BITcXOaVl6AhSy15uuOSQD5d2EhHFIgb4RDGuP0ZS+3M0tj/b43W6+rxibLjUAeuW1zdIK82KC1L1IAjQr3gQupdfUmx2fvQphJkzpd8jSVMZLiktw6WdRESxiAE+0RDWHwGqOjDtS6pJX0ZjxesCAuKTk5CWkd7rc6VlpOPU8bqQ59j118/QVFcPm7kt4L32Nle8csdu2K02VO7Y7TfA1/26BPpfPaPY5nx7PYQrrwraZiIior5igE80hPXHaLc6MI3knPLgd1Hxsl5dX33d+OQk2K02tDY29fpcrY1N6Gyzhj6HRlD+DNIuILI+zpszUxrBl9O+8hIMDxUrtrnWvQjvt28N+9xDzXCZ2EtERD4M8ImGsIHIY47knP2ZmqOecNqXe5o2twhaowF5Ido0a+G1UmAaql2Rtmf+4tsVI/faTe/DsORuxT71//ELbE1Ox7SM8ciN6OxDSzifAz4EEBENHQzwiYYwf3nMfQ2kIsmN7s8HjP7Myc4tKkTBwgUhlywP55p9bZfmH5/D+L1Fim3u//cgPP9VjK0lawa8ksxgBNbhfA5YNYeIaOhggE80TIiBXHPDSVhbzLBZLEEXVwoW8AXaR709GhMlByJgDXbO3l5Ps3s3jDdeq9jmufMuuJ98GtBoAAQOjPvzHgcjsA7nc5CWkY7Gmto+za0gIqL+wQCfaJgQAzljnMm3QdAE3Q8IHPAF2ifcYHEgR42DtUF+3YKFC/rlnJHe88zxY3HhfT9XvOZZeAvc6/4I6HSK7erAWDyHzdyGprr6kNcMx1ApR9na2NTnuRVERNQ/GOATDRPh5rCHE/AF2ifcYHEgR42DtUF+3XACfDGgFkeV/Z0z3Huu+fATLP7TbxXbvLMvg+ud9YDJFLIt8vanjx+HnPy8IZf61BdD5UGDiIgY4BMNG+EGcn3JOw/3Gr0J5npbjrIv15U/EPS6ClBTE4xFF+PWjg5pk3fyhXB98hmQmBTRqeTtj4XUJ7mh8qBBREQM8ImoF3oTzKlH/XsTcEZ63XDWAAj4bUR7O4zzr4Cm9ri0SRg1Gs4vdgFpaUGvG+jeAqXsDEbAz0mwRERnDwb4RGeZSILKvgSg6mPVwbYYcNrMbWFN+O2NcNYA6PGtQFcXDLfeDG3ZHsW5HF/tB8aNC+u64SywFag9ovUlL+D4gWqcN3UyFhX/IuA5wu2n/k6h+WTta6jY8q/gK/kOIyzzSUSxhAE+0RAXaeARan8xqGysqQUQfDS3L6O+6mPVwbYYaNoslj5N+AX6FuRK7XK7oV/8A+g2f6o4xvnFLggTJ4V1fXF+hL2zO50nyAJbgdojOlZRBcEroKb8INaXrAn5for3MlgO/OOLoCv5Djf8hoOIYgkDfIoJsTz6FmngEWr/aXOL0FhTC7vVhortpf026htqxD5QCU75dvl+wSbGBrpnm8WiuEY4ZT+rdu1B4qMPY+KBrxTbnZs/h5BfEPI+5dcX+zU9Owtj8jMDtj2cFYJNCfHosnVCo9WGfD/lP0P1UaDzRGrqlZdJI/ixgJOEiSiWMMCnmBDLo2+RBh6h9pcHpaHOGUnOe6gR+0DvUbD9wp0YK30bYG5TXGPXB5+iqbYh4JoBulX/i4LfPafY5ty4CcK35oZ9n/Lryysc9fWbkamXXYrKHbuRkZMNQBP0/RyoidHBXLf0x7jyOzf1y7mGAk4SJqJYwgCfYkIsj76FCjzU6SHBRoXDPWekqkrLYLNYkJ6d1afynZHsJxfo2wBprQDVmgG6dWuh/+/HFNuOPfQ4Mu9fHvJawdJ8qkrLwqoDH849inXlbeZ2JI1MCXnOUPx+exHD33wREZ3NGOBTTDibR9/U6SHqNJXeCBX4qV+v2F6KptoG5OTnBQwiA61w2p+r56qPnXXzNYqAX/vu2zDcp5ywumvBzZjxxsvIDHHuLa9vQOWO3cibMzPgA1SobwwCtdMfsc0na46jqa4eLQ2Ng7qoGBERDV8M8ImGuFDBtjo9pKWh0RdkhqjgEkyowE/9ejiLU4kPIOpzDkSQqc5x1376CQxjRyn2Obn4Tnyefh7SMtKDTmIV7d+2E84uB/Zv2xl4UmmAbwx6Q3wIePZn9wMA7LYOv/v1ZRQ+lr/5IiI6mzHAJxriQgXA6tHgl1esQnsLYO/o8Bu4hhMQhgr81K+HszhVoBV40zLS0VhTG3CEvzekFWPrj6Pg5qsVr7mX/gKex1dilEaDRQDWl6zxO0FXzZSYAGeXA6bEhIDXVX9j0B/y582Wvjnwpy8PSGfzN19ERLGMAT7REBfpKOushdeiYntpn8pPynPK/T0khBMYhlMpBjiTax4sdz3SUepLssZg8bPvKrZ5Ft0B9+oXAK1WsV18wGj/xoym2gY0N5z0e60rv39ryOB9IALm+Ytv9/uNgZgylJGTjZz8vD49VDAXn4gotjDAJxriIg0aA0447RbJiHm4o8MRrRCrEs4DjL9VcCtLy5Cn7ptjNTAVzcRk2bHeK6+C689vAgaD33OLDxjGOBMAwGHrDLji7qLiZQEfegZb5Y7dsFttaKypw/J1JX06F3PxiYhiCwN8ohgV6MEgnBFzUV9qrId7bCQTTtWr4HqdLt+xpxphLCyAxu2WjjmZPBLbfroMtz1yf1jnFlOI1KlE6nsLtQLvYMmbMzNo6k4kmItPRBRbGOBT1DAtYGCEOyk3WDAXqvKN2kDk0furriO/3qnjdRibkghjfh40p05JrwlZWTjwzO+w76sDYQWsoR4w1P0VagXewRIodWcg8N8qEdHwwgCfooZpAYH1JaCKdFJusHPUVx+Bs8sRsiKPv28F+vr+7vrrZ2iqq/d77ZPlB/HDzzYi4z2LtM2t1+PQi69j4vVXYxKASfMvj/ia/qj7K1QKFKDMjxcXqYq0DwYzqA70XoltsFksaKpt6PE6ERENTQzwKWqYFnCGvMb6/MW3+w24wg34+qNfxWOb60/C2eWAvdN/RZ5g1wzUDvV9BLwvjaD8CQAuFww/+C7u/uc2xTnf/M7PcMRiQ/q/9mDi9cqqOf1F/R4FWzjqRPURuLocOH6gGl6PB0DkgfFgPACrv6lRv1dSNaLsrD5P5CUiosHDAJ+ihiX6zhAnTFbu2I35i2/3GxwHWkSpPxeKEqlHqW3mtqAjvP4q5QRqR6CcdvW5xWpA0+YWAV4v9Mvuge79jYpzbf/lo7j0wfvRvmIVYLEpHwYiFOoBSv0e+SPey4jRadAbDIoR/EgNxgOwvO/9VTqSt4H/VomIhg8G+ERDgHrCpN/guHvxpK4Ou2I0PdJJn71J/cieMhFJI1MCjvCKbQ5HoJx2v4GsICDzT7+H6eZNis2f3vEz/PsbG3I0RlyKMw8DgIDVS4ojSo0R+6O54SSsLeaAD1DJaSlwdNq7z+2/H/szIB6MB+BQDxF8CCciGp4Y4BNFgTo4DGfCpLiIknpyZ6STPiMJyiMZ4Q1XuEGj8KsSLP5ii2Lbe0ULcONf38E5pWW4oLtMpvycq5cUw261RZQaI96jWCbTbuv0+wAVn5zUfU6N4jj5NQLd21CdpMoAnogoNjHAJxoE8lzn1sYm2MxtaKqrBxD+yHegyZ3hTPqUiyQoD1UdRx4ghgpiA+Xeq/tC++fXYPh/v8R02bFfXHcrtnrjcN7UyT3OKyd+ExJJaoy6TGZLQ6P0jYj8AUpdPjOSfgyUXkVERDQQGOATRUgeqBYsXBDWMeJob2NNLexWG9LHjwtr0qK/oDnQqGuo0dhwVpZVXy9UzXz5/qG+GQiUey/2xWU6J0xjRymOcf/PKnh+vgTHStbAW14Jm6UN60vWoK76MNxdTtRXfa24Vm9KR6r77eUVq9DeAimfP5z+DjlC351eJf0kIiIaQAzwiQIIFLTJA9VwA3xxJDzSsonBguZI0z7CSc1R7xNqlFq+f6iqOepKLWKfXNDWggUv/UZxjPs/fwnPw49Iv0tpSLLJvgDg6LSHum1FG/z1lfo1xeReGXUVnUD94K9vxfQqVqEhIqLBwACfKIBAQVtv8s7FkXBAE3D03J9g14p0cm047VbvE+pbAXkKTzhVc+T3rtm7F8WbXlLs61n8Y7h/9Syg0fitDqSeEDvm3MyAbQvUBnUb1a8Fuo9gVXQ4WZWIiIYS3cqVK1dGuxGxxNMR3ohif9Enxg/6NWNdVWkZtr61CWkZ6YhLTMS0uUUYk3UmkByTlYm8OZdgTFZm2P2v1engcjh7nCuUMVmZ0Op0qNhein9//Hf8/bUNaDhcg7w5l0jndDq6UF99FC6HE3lzLgl6rrw5l6ClvhFb39oErU7Xoy3ye/PXJ+pj9ny2Dc11DXA73Tj81X6/5xTbmZaRjj2fbUN8YwPOueIyTKwok/apuyAXOx58Al8iDlq97xxb39qEmvJKxX211DeiqbYene1WOO1dSExJwfT53+pxr+r2Buv/cN8bm9kC8+kW5M2ZiZz8PMW15KPzgfo21oT72Q/02aHe49/96GHfRxf7X0mfGB/4tUFsB9GwEKpyTG/0ZQRX3h4AOFZRJVV5WVS8LOzJtf7OFyhdRZxQGmpSsHxBrECrzor3/tGjq7D4RWUqjveSS+Ha8D7GxsXhnyVrQqYHqSveBKp7H+6ofCTE/P6q0jK/VXYaa2qRPDI14snTsY4rVhMRDT4G+HRWCSdvfaitsCsvg9lSfwrGBJMvNcdiCTlpNtj5gqX9iJOBI50U7DfgbmmB8bIi3GY2n9mUkIwtd96Lbz/2QMB2+QvK5fn7lm/MUpnMSO5Rbevbm9De0oqWhsagAaiYg683GmD9xiy1MS0jHccPHILdakNyWkq/rPg6VMtq9sZQ+/dERHQ2YIBPZ5VwRhOjkS8dLKBT558DAhpr6mBttfhKL/oZNQ8m2P2pS0LKS0P6W/zJZvG1IS4pAVqdDkmpKWdOZrPCcM18aI8ckTYJKSmo/N0fsXd/dY+AL5x+F/fZ8voGnPz6KFJHjexRIlQ+Yq8ebffHbutQ/AxEzME3xpkUQXxrYxO8Hg/ik5OQnTspYMUheb+FCtxjadQ7mvMPYulBiYgoEgzw6awyVEcTI6lwE5+cBLvVBkOINJXeCDcYk0pcZmchJz8P9dVH4PV40FhTBzgcMCy6DdrSXYpjHHv2Aeeei4kAJl47v0/tVE94DdR/4fRr/rzZilWEA5GvNiyfZCv/TEVaKjSQofo5HW5i6UGJiCgSnGTbzzjJdmgLNIm0t9T939sJheFM9GysqYX5dAsycrIx8px06PRa2G2dSM8e53dyrbotvWlboGPE9hZeMw/z7rgZHe1WtJxowG1fbUf6E49BU18v7evcvgPup38FpKT4u0TIa/lTd7Aabd+04tzJExQTjtX9J/bZ+CmTFBNj5XLy81B044KAr4faT/6ZCvU+qiccB7rX/v6cDoTh8Lent5Pbh7rh0Pexin0fXex/JU6yJRokAzliqC61uXpJ8ZlR8zDaEmlZTX/nUNe0BwAIAq6tKMUNH7+hONb5t88gFF4s/R4qXSKyvtPA6/YA0Ej7+zsm1EJd/vQlrSPUNyDi6+tVE4ppYLA8KRGdrRjgE0Uo2Eq2vU2tCCe4VZ9bnjISzv6AAK1Oh3ZzK5rq6tFYUxv0eoCyzr28neLk29x//A2mvaWKY46ufBJZ9/w84nv013eBgu1pc4ugNRoCTrIN1H5/51Nv2/XBp765DRZL2CsDh72ibZB7JSIi6i8M8IkiFGwl296OGIYT8KnPLZZtDHf/xpo6eD0eeF0eKY9/1wefKibuqvPLxRHwuqqvsb5kjRQozzhyAHlb1iuut3HqLNivuQ7Tpl/sd2JrbxaD6us3IuoRfH/n67FN8H0rIP0MIKxzBcCRZSIiGkgM8IkiJK808+aKp5HXD8FafwR86io76mBdPuI/bmIOKraXoqWhEU21DdBoNRC8Qo9VWqUSneY21JRX4vyqctzwt/cU191cMBunr7oGgCboRNNw71E+Ch7ooUAcZW9vavZb3Ud8uFAf7+986lH+WTdfE9a6Av7b5vuWBFBOfGY1FyIiGkwM8IkCUAdl8t8XFS+T8qi9Tle/Bed9CQDFwFqr08Hr8fQI1uULNYnX2vXBp2hvAUyJCdBA0yPdRwzKy1c8jku2vKt4bd+cK7HrwgI01TYg3dKGpNRUAH1PP5HmClgsvg1+RtKtrRbFT/Wx8raHesjoTZ6++lxin9ZXH/U7L4LVXIiIaDAxwKezXqDgOtAkVfH3cPPAw9EfAaA8114cwQ91rVkLrw36YKHZ/SWMN14HeY0e913/gbdHjEPN/oNIFzTIyc+TRvgB3+q/fQlixRF1u61TWlCqYnup4pxulxsA4LR3KdKB1KPxkVxPPGbXXz8LuCpvIGKfJo8aCZ3B0KPvQz30cISfiIj6EwN8OusFCq5DpXfkFhWiYOECOJpa+9yGSEa9AwWD4abAyK8VaEEoTWUljFfOVRx37MJpaHvqV8idPRPTSssAjcbvtxuh2hnodfH3uurDcHc5oTcZkT5+HCBoevRL/rzZOLhrD7xerzTan1tU2KvR+B7HiOsKRLC+gHqBsHETcxSvh3pvOMJPRET9iQE+xbRwRkbVwbU6FUfUn3ny/ZGKI7YpUvIJoeLv4jmTLK0ouPlqxf7eb82F6613kWk0Ql1JvOFwTc+ymWG2M9g3JADgcblw55OPhHdT3Wk8gd5L+Yq84rUD5enLv9WQC2e1YXX5S1bVISKiaGCATzEtnGBYHbgP5GhqoHNvfXsT2lta0dLQGDAwlE+ijU9OAiAoRt39BbOBzqVux/Rpk/C91f8LvdsltcmbOwWujz8FEhMD3odYLlP8Kb+vUEFroG9GmhtOwtpixphzzzxObHl9g2IVWXElW2OcCTn5eUjLSJf6Qv5Qpm6nSBz1j+RBrjelTFlVh4iIooEBPsW03oyM9udoqjowDXRuu61D8VM9ml2xvRQ2cxua6uqlEpeNNXWKoNpfMOtv7oD8+gUzpsJ48XRMPXFmUqiQPhbOf34BpKUFrUMPnElJUY+Qi9cKJ6iVpwctKl6GtcsfBQB0yVYrFAP6/dt2orWxCclpKXDY7ciaPEEx4Vl+j/7aOW1uERoO16CxphZdHXZfvfswF/7qTSlTjswTEVE0MMCnmNabkdH+HE0VA1Oxok2gc587eQKOH6jGuZMnAFBO/BQD9PTx43wTWi0WODrtSE5LQUbO+B5BpDrY9hdkahwOXPfmHzD62QZpm6DT4eCLr+OryiOY9vUx5BalBVz0SX0fVaVlqDt4GLs++FR6XSQ+5GTkZEMspRnsGxPxIafD0iYF/mKJT73JgJryShjjTPC6PbCZ23vcu/xbDX/tLN+2E64uB/SmkVJ/DtQoO0fmiYgoGhjgE6n0Z0WTUKvNnqGB1+MB4Msll0/8VE+KXb2kGF6PB9bWNkWOeqBgUrHd7Yb+x4uRv2WzYh/nzn9DmHABvlKPhEew6FNTXb30/+XtEB9yjh+o7r7HwKPs60vW4NzJE9BYUweDyaiozCMv8Xny6DEAgL2zQ3GPgUby5e10dTkAABposKh4md8JwkRERMPZsAvw6+rq8OSTT6KsrAzx8fG4/vrrcf/998NkMqGhoQGPPfYYvvrqK2RkZOChhx7C5ZdfLh1bWlqKVatWoa6uDhdddBH+7//+D+PHj5def/311/Hiiy/CarXi2muvxWOPPYaEhIRo3CaFaSDKCwbKm/aX465eyVYt1GqzomAVe9SBe6iHBnWfbHl9Ayq/+BK3Hv4KF1TuU+z7r/9cgUsefsB3zHtnVqoVg+2kkSNgNSchaeQIv6vTytvf0tAIu62jx4Rbsb3yEXx5O8X966q+RlNtA3Ly87B8XUnwwFvje+DQQPngEWzCtDih9kT1Ebi6HIhLjAfQv6PsLHdJRERDwbAK8J1OJ5YsWYILLrgA77zzDr755husWLECAPDggw9i6dKlmDBhAjZu3Ih//OMfuO+++/DRRx/h3HPPRWNjI+655x4sXboUV1xxBdasWYOlS5fiww8/hFarxebNm/Hcc8+hpKQE6enpePjhh/H000/jf/7nf6J81xTMQEyIDZQ37S/HPVSALwoV+IWzIJMo1EODok8unYHRf1iD4sMVin02L/opdrV2Ir3dgeMla6T8fsA3Wv7yw0+iqa4exjgTnF0OKd9fPjFV3V7folmtqN69TzHJN1B7xXrz9dVH4OxyID07Czn5eYoypOo+EO9NZ/D96RJUK8aGmjAtn2Q8ECP2LHdJRERDwbAK8Pfv34+6ujps2LABiYmJmDBhApYvX46nn34al19+OY4dO4Y333wTSUlJuOCCC7Bz505s3LgR999/P9avX48LL7wQd999NwDgySefxJw5c1BaWorZs2fjtddeww9/+ENcddVVAICVK1fipz/9KR588EEk+qkiQkPDQExiDBRcB8pxD0eowK8/R37F/P2LD+2D6ZzRuFT22jsXzYH54iIkjRwBbVs1Wpua0FRXj7jkBEVlHnuHL/VFa9Aj3mBAcloKAMBu6ww8MbU7jcfR0Rn0GxDpmO4686akBGRNvkDq12CkSjv1J2H9xoz4hOD/Nv19PgYyL56TaomIaCgYVgF+Tk4O/vjHPyoCbo1GA6fTifLyckyZMgVJSUnSa4WFhdizZw8AoLy8HDNnnklpiI+PR15eHvbu3YtLL70UFRUVuOeee6TXCwoK4PF4UFVVhYsvvngQ7o56YzAnMfblWqECP/UDQDgBf6B9Rm7+FMWb/6LY1/Xc71B5/oVwbS/FrLlF2Pzqu/B6PFJOvMvuhMftRn31UTi7HFLArzcapNVk7VYb0rOzMCYrE80NJ32rvcom3866+Rq/NefFdtosFjTVNkj3qF5FV8yfD1bVRl55p7L1WOOyAAAgAElEQVS0LOQqwsHeM6bTEBFRrBpWAX5aWhpmz54t/e71evHGG2+gsLAQzc3NSE9X5v6OGjUKp06dAoCAr58+fRrt7e1wOByK1/V6PVJTU6Xjifoi1MNBb+qnq/fR/u1jGH76I8yW7eP+7ydwYMYsXyB7PqR67w2Ha1C5YzcAAXZrBzR6LbSCDh63GwDg6nLC43IjefRIxCcn9aiA8/LDT8IKszRqHyxYFts5YnRaj/r98vrz4r3Lq9qIx6tr+wciXyugsaZOKk8arP+a609i86vvBt03XNFI0eGDChERqQ2rAF/tqaeeQlVVFTZu3IhXXnkFBoNB8brRaITL5Vu4x263w2g09njd6XSiq6tL+t3f66E8//zzeOGFFwAAy5YuxX3Ll/f6nnrDlJ42qNeLBQe27UL55n8i/+rLMXXerD6dS+z/T9a+hn2fbkVcchIW3P2DoOdVX79g4QJFPv/0G+dDazQg/+rLcfhgNco3/xNpWRlorW+Ufo7OyYbWaEBRZhpMY0cpzv/vSReh9b77cd2yn6ByxdOoKa+E1mhAwcIFOLBtFw7vrYDH7ca5Uy+EBsCx8krfaH73nFVDXDxMCYDb5YbdakOHrQNL1j2DT9a+hr8vXY+MSRMwYuxo5F99OUzpaSj9eAtO19Siw2rrMS9BYzRAq9fB6XChy2rDqeMn0NlmVbRH7IvFv35M8Xv55n+iprwSp47XKY4p/dsWnD5aC2urWXEO6zdmnK6phVavg9ftwcFde3DDAz/32/di/x0rr4TH6cL+f+7qsW+k5O/bYP27rCwtU7y/g4l/e6KHfR897PvoYv+HZ1gG+IIgYNWqVXj77bexevVqTJw4ESaTCTabTbGf0+lEXFwcAMBkMvUI1p1OJ1JTU2EymaTfAx0fzL333ot7770XAOBoaoWjqbXX9xYpU3raoF4vVuz9aAtqyivhdbowccrkXp9H3v8VW/4Fp70LTnsX9n60Jeh5//X6e2iqq0f76RZMnDK5xyjsxCmTpePF1JX4Q0dgt9qkn+cdP4aig/swofxL6bye734PJVY9nA4njJ9uxZW3L0ReUSG8ThfyigrhaGrF3o+2oO10CwDgREUVsiZfAIPJCI/ThbikRGTmnCdNujXE+f5tCG6379hP/gFXlwPH91ZgfN6FqC3bj70fbUFnW3v3fp4en8eju32Ve7qsVsQnJyEpdQQEr4DUUSOl9sjfC/m9u9tt8Dpd0gi+eA+dFt/1Oi3tinOIE3XFEfwpsy7u0R5x3xynC4uKl2HNfY/A+o0ZpoT4Pv9bkrd9sP5dqt/fwcK/PdHDvo8e9n10sf+Vgj3sDLsA3+v14pFHHsGHH36I3/72t5g/fz4AYOzYsTh06JBi35aWFowZM0Z6vbm5ucfrEydOlIL8lpYWTJo0CQDgdrthsVh6pPVQbBiIyZB5c2Zi/7adMCUlhDyvOIlV/BloQSl5G8Ugd+yIBIz7cBMmbX0PBo8vpcZz63fg/t0LgMEA7c//C3A4odXrFOep2L4Lm199Fxk52RgxOg12WwdMiQnSIlqZOedJ18ieMhFJI1MgBspJqSlYX7IGeoPeV0deo1FUFBJz86fNLQqaMiJWHxJr/Iv3JS7qBfRMOfGbdqJR/lSXFQ1G/d5f+f1bh3UdfC6mRUREasMuwH/66afx4Ycf4vnnn8cVV1whbc/Pz8cf/vAHdHZ2SrXry8rKUFBQIL0uTrgFfCk7Bw8exD333AOtVotp06ahrKxMyvHft28fdDodcnNzB/Huzk7RyCHuj6Boy+sbcHDXHkyZdbFUCjLsHG5VgKpeUMpvkGtth+4P66D7VQk0Nhuco0Zj14zZiF+yBLmXXSodY4gzocvWiRGjRgI48/Agqq8+iovmzUbljt2IT0qA2+lCdu4kzF98u2KhKHF02261obayGh63x5eTD42Uk3+m8o0gBemtjU2KPPT08ePQVNuAuOQEaKCVKvKIufg2c5si4P/HW+/D+o0ZzfUnpfdI3R/xCYndcwDgN59f5O+zFUlJUiIiouFoWAX4+/btw2uvvYYHHngAU6dOVYzIX3LJJcjMzMRDDz2Ee++9F1u3bkV5eTlWrVoFALjtttvw0ksv4fe//z0WLFiAtWvXIjMzE7Nm+fKkv//97+PRRx/F5MmTkZGRgSeeeAK33XYbS2QOgt5UkBFFc4KhuEJr5Y7dilVW/bWlx2ti+fbun2IFGr+TbPOnQPfKS9A9vxqa1la4UlKwb961MC77BWbMPZPnLx6Tnp2FMfmZZ0akux8aNFotBK8XWoMeX/19O7weDxyddng9Him4Vo9uOzo6facQBMQnJ0EDTfco/JlVYFsbm3Ci+ihcXQ589fftOG/qZMQnJ0kj8uJqu2uXP4r2llY4Ojvh9XhRW/k1PG7fRF55/Xvxmo6OTt8iXTt2K6r55BYVYtbN16CytAztp1tCrlw7mJNeOeGViIiGgmEV4H/22WcAgGeffRbPPvus4rXKykqsXbsWjzzyCG699VZkZ2fjhRdeQFZWFgAgKysLzz//PJ566imsW7cO+fn5WLt2LbRaLQDghhtuQENDA1auXAmn04kFCxbgoYceGtwbPEv1poKMKJoLC+XNmSmN4Idqi7ioU3P9SVRsL4XL4VC8rh5Fnja3CFqPG3M7mqGdfhH05lZ4EhMhPPwINtqAr6uOIKf0K1woC/DVqTwNh2tQsb1USrcRt9ssFjRZfSP6xgQTMnPOD5ieIo70C/DCbrVBb1IG4/IKOR6XG16PR1oUS13TvsPSBgDwerwAAE93epHb4VSMvovXFFfAtVttMMaZeiyCVbBwAfZ98Peg6TWDXZeeC10REdFQoBEEQQi9G4VrsCd/xOKEk6E6gi+OJsvLKcr7319bxG3iwkziyrDiz/TsLNz51ArlhTweaDeuh/5XJdCcqINTp8e/z52Ikzfcglse/y+pHerSlSIxzcYQZ4Kry4H08eNw55OPSMclp6WcSdnRaPDQG2uk1wTBiy5bZ49jBAjosnZI7RXvS56iU199FKbEBIzJykBjTV2P9q1Z/gisLWbEJScgM+d81FYegsftgU6vw/i8C/2+h/76XBTssx+tkfSzaQQ/Fv/2DBfs++hh30cX+18ppibZUuyLJCe6t/nTwQLHQNQpOeG0RUqbGT8OY7IyYbNY0FJ/CqakBOgMBmRPmXhmZ68X2o8/gq7kKWi//hqC0YiqGUX4OHEs7AmJmHH+eABAa2MT7FabNFIuXlskjlafrDkOV5cDdlunov2OTru0r9FkVLym0SrnAqhH0NMy0n1587JFqxYVL8PqJcVwdjmgMxhgs7Qp8vbFicOTLy5Q9Lk8/SbQqLc4r6GqtEzKtQ/n/Y7WSDrz+YmIaCjQrVy5cmW0GxFLPB320Dv1I31i/KBfs7eqSsuw9a1N0Op0GJOVOSDnCPcaH/7+NditNjTXN6K++mhYbbKZLTCfbkHenJnIyc9DVWkZPn9tAzRAwGO1Oh1cDicKr56HeXfcjO0bPoKrywG3wwVXlwM2Szt2/uUTfPPn1zH60QeRsuEdCK1mtC64Frp31qMseTROnGiE1+OB2+nG4a/2Iy0jHXGJiRg/ZRLiEhORlpGOPZ9tk+7hw7WvoL76KASv11eOcsxoTJ//Lan9cUkJcHb61n4QAOzY9AnikhKg0+lx7oUXYOQ56Si8Zh7GZGXi4M4v0dFmxahx5+CHjz+APZ9tQ015JRJTUjD2vHMxbW4RxmRlou5gNdpaWnHu5Alw2p3oaGuHVqeD4PXC6/Xi3x9tQcPhGjjtXTCfbkbRjVcjJz8PRTcuQPLIVLgcTulc/t7DrW9tQk15JVwOJ/LmXAIg+Gdf7HfxnMH0x+dyIM7Z3+3a8voGfPj712AzW7pLifbNcPrbE2vY99HDvo8u9r+SPjE+8GuD2A46y/XHqGqoc4R7DTG/22AyBtxfnW6hrpIjXsvrdIW8HzEfPiMnG401dUhOS4G1tQ2jag5jXvU+ZLe1QABQMTYb2yZMRepFRViUlYUDO/4Nr8cDrU4Le0cHmurqYTO3SWkyrY1NqDt4GE119dI9iCPrHrdHkbcutv/Zn90vtcvr9gAAOsztKP7z8z3abW1tU/wMXI5S41soCxppwrCYvnOi+oivtGY3u9VXGnR9yQs4fqAa502djEXFv+jRr/L3JFAufaCUmEhG0gditH8wPuuRCvUNFBERxQ4G+DRo+mPCY6hAT6zcEuoa8tSPQJM0QwdYQnet+cDTWMRziPXic/LzsHxdCTb+8G4sKNuJC1pPAQCOjDsPn4/PhTc3F6mpqVJ7uqy+9Bqvx4v4pARfJRmNoDh3+vhxikBeq9N1PxTosKh4Gba8vgGbX31XSo3RibXsASSPHokOczvOmzq5Rz+2NjZBbzIAVkBvMmB9yRqpf9XUgb+8v8RUHIfdDq/bg7gkXxnb4weq4fV4cPxAdY9ri+eSvz/+ymD2RxA8EBNxB/Kz3lviQ23enJn9cj4iIhq6GODToOmP/ORA55AHev4CwWDnE4+X/w6EDrAaa+rgdfuqxgD+R5NtFgsAX4Cck5OHywxuGC8pxA9qjwMAakadg+prbkLGHbfjJ7ISoeKIvyHOCFeXE3HJiZi18FrFw0ig0fTEkSNgbTEjceQIAD1Hbo0mE7q6R9HjExKxbPWqHv0ojbprfLn4HeZ2WFvM0oOKuq+C9eO4iTlobWySHhrEPP7RWeegpf6U9HAhVhoSv6EAoKjL7+99748geCDy5gfys95bEa3TQEREwxoDfBoy+lKBpC+BXqBRYDHAEid4igGq2L5gZTLF35tPnAQApB+uxg/fWSe9dio9A59lTcaJ9Ex4mtoR/+o72PzquzCYjGhvaZUC6eRRI6E3GJE3Z2aP9oij2uoJqOIiUK4uB1YvKYYAX1lKcYEpeeEscSVddT+KE3R1Oi0EARiddQ6SUlNhs1i6J+n2/NYiUD+qA3cxaM/Jz5Nq5AOQvpmQfiL0+6oOgs+mKjZERESBMMCnISNQgBhO0BbpaKf8nGkZ6WisqYW4sqr6Ouo0G/F64ybmwPKNGeMm5gBQBqPiMdn2Nvx0x6eKa7uXLMXLJ6xwOZxAdw68mJdut/pSbJLTUpCRMx4njx5Dl60Te7f8C62Np9FYUwe9yQBry5lFn8SVasVqNdlTJsJqtkgLSomaT5zE+pI1iqA+UD3+lx9+0jfKr9HA63bD3tGJpNRUmE+3SLXu1cR+tFksWL2k+EyFIlXgrg7axfciKdU3LyE7d1KP9oSLdeiJiIgY4NMQEmi0dqAnQQLwW3ZSDDwB3yqu8rruwJmR6fbTLVIgKrbPVFeLxc8+rrim56aFcP/hT4BOB/2S/weXwwmdQQ9jXJx0XQDwejwwn25BUmoqHHZftRuP2y3lrOu69IqVYru6KwpYTrdg9ZJi6E0G2K026PQ6xfUFQVDcMwA4u8+vJk6UFev3O2yd0oJWeoPBbx63WL5TXB1XTAlSpxapg3bxvRDXBqir+tpvm8Ix2AtbERERDUUM8GnICJRuEe7E2Uj4CwTlKTjAmcAzPjmpOwDXKPP7/aSU4MQJmC4uQK7sWidGnYPtP7wbXr0B03bvQ25RIZLTUmG3dkCr0ymCewCIT06Sqvvo9Hp44IXOoMeozLFoqT8Fg8moWCk2LjEe7S2A0+EEuhwwus7UrBcXoZIvPHWy5riUg6/pzrFXT64V039CLaol/yZE7Dex1r/vmNCj8OJxzfUn4exySDX4e4N16ImIiBjg0xCgXnRKDBpt5jap/KMYWAdK14k091odCAabwCkGyOoKMkmpKWhpOIWk1BSgpQXGWTOhaW+XXm9LG40/X7EQrW0d0FUfVSz6JI5qiwG1NLKuAZavKzmzAm7DSVhbzBiVORaAb3TfEGdC5oTzpcmq2bmTkJSaCmUgDymlJyMnGxk546VrTZ1zCSp3fAm7rRPj83wTXNWTa8V21lV9DbvVBpulTZkv3009uTm3qBAvr1gFr8cDm6Ut5Psgfy+CVTQiIiKi8Gmj3QAieZUXQBY0agRF+UfAlxZTU16JXX/9THEO8Rixikt/yC0q7H6w0MButaHu4GGsL1mDqtIyAL4qOvquLty47lmY8iZLwb0wciRe+d49eG7GVbDYfOkz4sRWa6svP71i+y4Avgozi4qXAeKgteCrHAP4AmbrN74qPE11J6VUHE33Nwnig0FrYxMWFS/DouJfYPm6Epw8ehw15ZWoKT8Iu9WGmv1VqCmvRPm2ndL+GTnnAYIA8cJpGemIT06CztD9zC9o/P9UmTa3SLHCbVVpWchjQvU3R+CJiIj6hiP4FHXq+tyBF1OC/7QYAIAArS54TfpwqdNVxJF7m8VyZi5AQR7u2rsVacdrFMe+d/cvMeHGa2F++31fq7oD+8SRKRgzLlMaIa/ZfxAQgJaGxh73WFNeCZu5DRXbS2E0GeHsciA+KQFC972JP8V+EoNrsb+6bJ3SueKTkwAIsFs7oDfooTcYkJaR3mNisDhSnzxqJDLzz5O2i7n4oarYyMtZhjqmL+Sj/AULF/T7+YmIiGKBbuXKlSuj3YhYMthLKA/2ss1VpWXY+tYmaHU6jMnK7Jdjc/LzUHTjAuTk5wEAxmRlIm/OJX7P/83J0zCfbsHEGRdJ+wPAltc3wtXlQPs3rdjz2TbYzBbF65H4cM2rqP/6KFrqG9HS0Ii4xEQsKl6GuMREuO123LRjM5L+637EW8zSMc5/7cRbaeNRfegoXA6nNNk0PikR2bmTcO7kCbDbOpAyeiS6Ou1wO5wAAEenHSePHoelqcX3bKLxBeVerwenj9UhIXUEPE4XPB4PoNHA7XRBp9Ph3x9tQVxiAm5a+hN88tJbOH2sDiePHscl112FL/7yN+k5x2AyIjktFV6vAAECuqwdsFraYDO3SQH41rc2oa2lFU57F1LHjMYP//sBtNQ3Yutbm9BUewKNNXWIS0wI2p9anQ4uh1NWQtT/+9dXW9/ahJrySrgcTuRffTmXLI8iLhkfPez76GHfRxf7X0mfGB/4tUFsB8WAvlS06Y9qOGKlFnGCqUj8FsDZ1aVY1KlXur8dMCUlIGvyBb5AWBAwbcMbKHjjz4pdX5w5H+as8Vg+aTKmzfVNlp02twi7PvgU7S1AcloqFhUvU9R+X76uBL/6yX3wuNyAxjdir9H60lk0Gl86UPr4cRiTlQmbuU0qiQnBV82nq6MDglfA3i3b0drYhM42X2qQo8M3cm8wGuDq8j1AyKvaiOk3nW1W1LRUdk8gToTd2oH07CyMycrsMcFYXBV3/7adijUA1AZrciur5BAREYXGAJ8iEm6A5W/Sa6CUkv68/qjMsbC2tvkt4yhvlzz9Rl05R5y0Kr52zhuvwHTz1YrzODe8j5c+/QJNtQ1I715AKreoEA2Ha7D51XeRkZMtLQxV8qN7MTrrHMV8gvFTJuH4gWokjhwBt8MFp90Oj9cDncGA7AsnSn1TVVqGf7z1PhwdndAZ9LBbbdDqtL40HY1GKl3pcjile/Z219YHfCPr4iJVJ48eg8flhkZ7ZuqN3dohtcvfKr7iJF+3242a8kq0NDT2eiEp9WTq3mCVHCIiotAY4FNEwg2w/I3Wq/O1mxtOYvOr70YU8AW6vjhRF/BVoQnVLnHRKvniVQAUFWH23/ED3LBNuUiV60+vwHvTQgCA9a2PAfjqz4sr3X719+3SQlDL15Xg6R8sBQA01TaoqtBo4PV44Ha4YLfapBF8rUbTY3XaK79/Kyq2l+JkzTEAgDE+TqqiIy+DKTLGx3WX4NTC6/HAbuuEtbVNmsir1ZyZ/GqMM/ldDVf837M/ux/AmYeGDksb2ltapSo7/sprBvp8yCdT9/rbFSIiIgqJAT4NiGAj7eK2+uojcHY5ehXwqb8hyMjJxvED1VKJyFDtUgfH8omn5x/cB9PYUZB/B1C6YCHifvELRfCakZON45XV0Op1qCmvRH31EXg9Huk1NXkArW6HOFKeOnY0gDOLaNnMbUgamSItBAUAI9LSpBr1jTW1UspO+badmL/4duhNRsDaAWNCHDJzzkftwWp4XG7o9Hqp4k35tp1wdTn8Xk9+j/FJiXB1ORCfnIiMnPPQ0tCI9pZWqUKO+MAkvpfq4+XUk6mJiIhoYDDApwERbKT/zEj+C2EF5f7SfXp+Q6DpDq79l2aUn0O+WNXLDz8plcC8euwIFKhWn3U//Ajedpp8+fPbSxX31NJwCl63BxqNBjn5eWhu6F6oCYDN3A61mvJKnDx6TPrWQt6O33SPlFtOtwAA7J0d0s9ZN18DoOdCXNK3Ft23HJ+U6PuZkAgrzBgx0vcgsOa+R2D9xoyElGTFNSt37EZSagrWl6yBvcN3PXV1oiu+921F36tr1ctTeZxdDj/Vjc6Yv/h2jtwTERENAgb4NGjU6RzNDY1hLYjkb3Q5LSMdjTW1PVa5DZSbH3CCr0ZAtrkZP93yLvDymc2l4yfj8G3fw6L/vBfTuuvei+cW76Oju91ul7t7Iu0L0oTYdrMZq5cUQx9nhLvLCY1WA8ErwNFph+AVenxroTXogS4HPG43Vi8phlgGJz4hMeDDkjgiLl9lFgCyp0yE1WxB9pSJACCl+Mj7Rpys3FhTp5jUq+4/fwuC+fudi1QRERENHQzwadCo89/FlJNACyKJkzIFwevbIBsdVlfTCTU3wN8DgKbyAO556TeK/Ty3fQdvjZ+Kmv1VyNH4JqM2HK6RHiZyiwql+4hPToTD3oVzJ08AAJyoPtp9Yg1c9i543B7o9DopLUaeiuNyOaXJt0mpqTAYjehCBzweL+xWG3R6HeKTk5A0cgReXrEKEDSYdfM1insMNCIu1rSvq/rab99UlZahpaERhjiT4uGgL5NX/fV/pKsLExERUf9ggE+DRp13Lv/pr6qOOgVFTj2CLwoUVCoC0OPHYLr0YsVx3nlXoOIX/4X9u8p859Roe6TCiKPu4nabxQJ7bQNsljasL1kDvUEPV5cDOr0OxjgT7NYOCILgW7jKYsGdTz6CZxb7UmTc3WUsm2ob0FTbgOTRIxGfnITktBRYW9tgMBnR3tIqjbADvm8ywgqUQ6wkW7G91JdHD8BmaUNSamroc/ZCf5RFJSIiosgxwKcBow62A42yy1dBlb8upqCIAW7ziZPSa+IIfl3V14qHg10ffIqm2gapyovC6VMwzpwBjcMhbfJOnQbXBx8DiYnYL6vu43a4pBF79eRQeVpKZWkZTtfUngnS4atjn5w5Fhk556G5/iSs35ilYFtc2VZkjDMha/IFaK4/CbvVBr3JgIyc8YqHH3FCrL2jI6zyoqFWkp02twg2c5vvGxFBM2BBOGvWExERRQdXsu1nsb6SbSTkq47mzbkk4H7yVVDlq5867F3obLeh7ZtWCF4BepMRs2++FgDQWFML8+kWCF4Bp47VSdfYu+ULdLS1Q6vX43jFId+quUkJMM6aCX3JM9B0V7mxp6TCu78S3p8vQdVXFdj61iakZaQjLjER5sbTcHTaYT7dIq2wW3TjAjjsXYqVeMdkZWL6wgXY98k2dLS1I3X0aEwsnCattHvT0p/gwL9K0dFmRWJqMqZfNRdf79mHjjYrkkePRNbECZhz6/WYd8fN2PXXT+F2uuB2ONHa2CStnpuTn4eRY8fA5XCi02rF6WN1MJ9uwvSr5mLL6xvw4e9f67Fqb0t9I5pq6+F2OrHns209Vg4ek5WJ6fO/helXzUVcUoLfvu8PwVYk7g9D+bN/NmD/R09/9X1fViY/W/FzH13sfyWuZEu9Fm4edbCFrdQjuP5qp8uru4iv2ywWNNU2wBhngtPtQdrYMYrX7FYbktPGYfS4MwtIiaPXNnMb6r4qx/Wv/x6mpkbp3B6NFs9ddiOcKan4ZXdqijyVRJws66+6jzrlZMvrG3Bw1x4kpY5AfHISsqdM7DE3QPzWQfyZlJqKptoGxCckKs7tdrkBQKrII+8z8RuDtcsfBQB0df9xC1RXXj3XQTyHP4OxcNRA5OKL357kceErol5jGh1R7GKAT0GF+g+AOhiX7xcoeAwVgIqvp2dnKSaoTptb1OM1v7n2hReh7aqrkF5dqbiuo3Q31jz3EmwtZiQnJUjbez6I+C+5qd5PDLC7bJ3wejyKEpbiT1NiPLqsnTB1P2XL8/fl/Zo/b3bIVV7jEuPR3uL7CQSuK6+e6xDtFJmBCCLEc3qdLgYmRL3ENDqi2MUAn4IKNJlVJAZaI0anIT45SdrP36itfORePLe/AFT+H51AwZvf17xe6O9bBt2G9ZC31rllK4RpFwEAJl9cgModuzH54oKA7Qz0Hz31A4u40NXocb5KOPK5BqLMnPNw/EA1RqSNlPLnxUWqrK1tUl+EUyM+O3cSrK1tyM6dFPSYwRiVj8RABBHT5hZBazQgbwjdJ9FwM9T+VhBR/2GAT0GpU07U5CPS7S2t0n7+Rm3lE2DvfPIR6RxVpWWKyaP+yjqqU3oA2cqwl86AbuXj0K9bq2jbZ3fcibHf/y5yu4N7AKg7eFha2ErdpobDNdKIuDxlKBCbuR1etwcQNFhUvKzHfQBA7cGv4fV40FTXoPiGI1S/+tObY4aCgQgicosKUbBwARxNrf16XiIioljAAJ+Ckqd7rC9Zowiy5cF4oBVO5aO2Yu64+FPMdTcmxKHL6ltJNdyUHjEl6IJ/boZpzxeK/V1/fhPea67FPD/3I18hFoCipGSgnPZAxNVfxZ/+Hmo8bnf3+SGlG4n9KO+fYHnq6m8++HU6ERERBcMAn4ISA3ixlGWgvPlQK54CPXPIjx+ohtfjgaOjUzGxVFzgSsxH95dTbv7Vr3HPF5sV5//LlEtgve5GLLrmWmmb+lzxCYmwwixNcpWXlJSP4IcjPinBVwITkIJ2m7kNNosFVaVlyC0qhE6nkxa88k3gXaOY0CuO+osLYPkr76meBExEREQUDAN8CircvDN4oZIAABznSURBVPlAx8lHpGctvFYxyn/e1Mk4fqAa502drAhc1SPp8ocF7UcfwHDz1YpruZ/4X3yWOAZf79iNPNVcgf3bdsLZ5cD+bTsxf/HtPWrEy8+dW1QY1si9eG/ZuZMwIn0M2puapQA8aWQKasorUbG9FLlFhZg+f67ioUH9zYYYvAdb1XcgJ8IN5mqzXNmWiIhocDDAp6B6O3rsL11FPao/be4sAJoegau/6jCaf22H8TvfVuznXn4/PCt8pSNbS9Yo8tPFYFJr0AFdgKm7ak44+eCBAlF/FYMW//ox7Pvg7z0WlhL/v3oibM8+CF3xZiAnwg1mmTyW5CMiIhocDPBJQR3cqqvoqFNeAh0XzqhzoIBPHhRr9u2F8Zr5iuM8P1gM97O/BTRnRrsDjYynZ2chM+f8iEa/A62G669Ep9h2dXpSuKJdxWIwy+SxJB8REdHgYIBPCuqgW6zcUnfwMNaXrEF99RE4uxwo37ZTMdlWfVw4gWuwEpyaI4dhnKMMBNsumYW4TX8B9Gc+tvIHC3lOu3xCasQBtGzirVw45TuHm8F8wOjPa3GhKyIiosAY4JNCoCo4zQ0n0VRXj7jkBMQbkmAwGRUBfW9GZ/2WfWxogGnGRYr9mjLOxR8vvBTjZ1yERXrlR1Z8sLCZ21CxvRTN9Sdh/cbcoxRnJLKnTITVbEH2lImK7dEebR8uBiPXngtdncG5DUREpMYAnxQCVcN5+eEnYYUZI0am4c6nVvQoi9mb3HZxBB8Q8NeVJbj1zXXQt7dJ+wvnnQ/n3/+BkwcPY7wqx12kXhk22GTVcA3XevNDxWDk2ke60FUsB8Gc20BERGoM8AlA6ABIrD4j1nFXp8SEEzj5S/9xm8247o/vYbTVIu0nJCfDufNLIN3/6rly6jr84Vb5CYa54n0zGP0X6UJXsRwE8/NKRERqDPAJQOgASD6S31RXD5u5zW/uvXpk39/E27SMdGx8cjWu//BtjKo5rLiOY/deIDtbsW3XXz9TXNOf/kyfaThcI80NiOScsTxKHImhmMoUy0HwUOxvIiKKLgb4BCCCAEgjAPCtBCufzAoIWL2kGAaTEe0tZ0ZVe0y8nVmAxnlX4LyvKxWndW77AkJuLgA/gXL3NaWfAyzSFW1FsTxKPNwxCCYiorMJA3wCEH4AlJ07CdbWNmigUdTHf/Zn98PV5YDTrkNOfh7SMtJRd/Aw0seP8z00CAL0Kx6E7uWXcJ7sfC9dfBWcFxXgzu7gHug5Yp+UmoKW+lNISk0ZlFFyf3X4wyF/SOJoPhEREUULA3yKiDgBNTltHEaPy5Ny8vUGPVxdDiSmpmBR8TIplSc9OwtTv/gcetXqs8631+OlLaVoqm1AunpkXjVi31hTB6/Hg8aaOkD2YDFQgbN6capwyR+S1pes4Wg+ERERRQUDfAqLfBVXrU6HJFUgb4gzQqvTYfS4cwD4UnguPnEYN2x5V3Ee17oXUZkxHhXbS5GdOwlJqanSyLd4DfV29Yh6oNr5Q0ks53wTERHR0MYAn8Ii5pdrdTrZaDqkUXaXwwUIAhpr6qDd9D5++c46xfGup56B9867fOeSjW4vKl7W4xo2iwVJqanS9nETc6SSlWJ+vLjw1lBNgWHONxEREUULA3wKy5mRaF8QL46mizn5epMB53x9CN/f8i6w6SXpuMbvLUbac8/5PZd65B4QEJ+chK4OO5pqGwBAUamnsaYWdqsN8clJgEZgCgwRERGRHwzwKSyBRqRbG5sw6sRx/GzP54rtnjvvgvvJp5Gm6bnglPpcYgAfn5ykyO9XPwioa9xXBFj8ioiIiOhsxgCfggpWDUZTVYXFzz6u2GaeczkSNmxA1e59qPjV2rBSaPwF8P5W01XjyP3wwspCREREg4MBPgXlt7Z7bS1Ml8xQ7OedfRlc76xHgskEILzFqeQBnzwXfyCdzUFmtO+d6wQQERENDgb4FFRaRjoaa2oBCPjgv5/Bra8+D12XXXrdO/lCuD75DEhMUh4YxuJU0Qj4zuYgM9r3zspCREREg4MBfgwYyJHZ1sYmeM2tuHHdeozssErbhVGj4fxiF5CW5ve4WQuvDZkjH42A72wOMqN970O1slC0v9kgIiLqbwzwY0B/jMz6DXLsdty48RWMrD2m2Nfx1X5g3DgAwJbXN0g16iNdHCoaAd9QDTIHw9l878FE+5sNIiKi/sYAPwb0x8isIsi5OB9dt9yMlN2lMMn2ce4oxcGWdlS8+RdpQmx99RE4uxyo3LFbEeAzaKLhItrfbBAREfU3BvgxoD9GZqfNLQIEAdeX74Rp3OOKwP7jHy4BCgrQ+v5m2CwWNNU2SDXpk0ePhM5gkOriK84HBk009PGbDSIiijUM8AkQBEzd8jEKnl+t2PzOZdch+ZabMX/x7Xh5xSo01TYgedRI5OTnBSxpKWLQRERERBQdDPDPcrp1a6H/78cU2969aA6+zhgPr8eDnMYm30bBt2BVfGIiFhUvQ1VpGVrF1/wYzhMXh3PbiYiIiBjgn6W0774Nw32/UGzbteBmHLloBo4fqMborHOQlJoqpdjMuvkaRVWcXR98iqbaBtgsFr9BsJiD7yuxObzy8Dl/gIiIiIYzBvhnGe2nn8Dw4x8qtp380c/w+ZjxvuB9eym8Hg+SUlMVi0/1SLnpHtGXfqpMm1sk5elXbC8dVoEy5w8QERHRcMYA/yyh2bUTxltuUmxzL/0FPI+vxCiNBotU+4cKbrOnTITVbEH2lIl+XxcD+lC18Icizh8gIiKi4YwBfozTHKiA8ap5im2eRXfAvfoFQKvtsX+4wW1rYxPsVlvQPHwGykRERESDjwF+rDpWA1ORsnSl98qr4Przm4DB0OfTp2Wko7GmFmkZ6X0+FxERERH1Hwb4seZUI4yFBdC43dImb34+XH/5CEhI6LfLhDOCT0RERESDjwF+rDCbYZx3GTSnTkmbhKwsOP+xHUhJ6ffLcSIqERER0dDEAD8GaP61HcbvfFv6XYiLg/PLMmDsOQN2TebXExEREQ1NDPBjgPZQlfT/Hf/eA5x3fhRbQ0RERETR1LOMCg07nrv+A45TLXCc/obBPREREdFZjiP4sUDjf7EpIiIiIjr7cASfiIiIiCiGMMAnIiIiIoohDPCJiIiIiGIIA3wiIiIiohjCAJ+IiIiIKIYwwCciIiIiiiEM8ImIiIiIYggDfCIiIiKiGMIAn4iIiIgohjDAJyIiIiKKIQzwKSZUlZZhfckaVJWWRbspRERERFHFAF/G6XTisccew8yZMzFnzhy8+OKL0W4ShalieylqyitRsb002k0hIiIiiip9tBswlJSUlGDv3r145ZVXcOrUKRQXFyMzMxM33HBDtJtGIUybW6T4SURERHS2YoDfrbOzE+vXr8e6deswdepUTJ06FXfddRfeeOMNBvjDQG5RIXKLCqPdDCIiIqKoY4pOt0OHDsHpdKKw8EyQWFhYiIqKCrjd7ii2jIiIiIgofAzwuzU3NyMlJQUmk0naNnr0aLhcLrS2tkaxZURERERE4WOKTje73Q6j0ajYJv7udDqDHvv888/jhRdeAAAsW7oU9y1fPjCNDMCUnjao1yMl9n/0sO+ji/0fPez76GHfRxf7PzwM8LuZTKYegbz4e3x8fNBj7733Xtx7770AAEdTKxxNgzfib0pPG9TrkRL7P3rY99HF/o8e9n30sO+ji/2vFOxhhyk63caOHYv29nZFkN/c3Ayj0YiUlJQotoyIiIiIKHwM8Lvl5ubCYDBg79690raysjLk5eVBr+cXHUREREQ0PDDA7xYfH49bbrkFTzzxBPbv34/PP/8cL7/8Mn70ox9Fu2lERERERGHj0LTMww8/jJUrV+LHP/4xEhMTsWzZMlx//fXRbhYRERERUdgY4MvEx8fjmWeewTPPPBPtphARERER9QpTdIiIiIiIYggDfCIiIiKiGMIAn4iIiIgohjDAJyIiIiKKIQzwiYiIiIhiCAN8IiIiIqIYwgCfiIiIiCiGaARBEKLdCOq9559/Hvfee2+0m3HWYv9HD/s+utj/0cO+jx72fXSx/8PHAH+Ymzx5Mqqrq6PdjLMW+z962PfRxf6PHvZ99LDvo4v9Hz6m6BARERERxRAG+EREREREMUS3cuXKldFuBPXNpZdeGu0mnNXY/9HDvo8u9n/0sO+jh30fXez/8DAHn4iIiIgohjBFh4iIiIgohjDAJyIiIiKKIQzwiYiIiIhiCAN8IiIiIqIYwgCfiIiIiCiGMMAnIiIiIoohDPCHKafTicceewwzZ87EnDlz8OKLL0a7STHtww8/xOTJkxX/W7p0KQCgoaEBd955JwoKCnDdddfhn//8Z5RbGxucTiduvPFG7Ny5U9pmsVhw3333YcaMGbjyyiuxadMmxTGHDh3CHXfcgfz8fNx6663Yv3//YDc7Jvjr+3Xr1vX4N7Bq1SrpdfZ939XV1WHJkiWYOXMm5s6di6effhoOhwNA6L8zpaWluOmmm5Cfn4/FixejtrY2GrcwbAXr+8cee6zHZ//VV1+VjmXf993Ro0fxk5/8BNOnT8cVV1yBP/3pT9Jr/Oz3DgP8YaqkpAR79+7FK6+8gieeeAK///3v8fHHH0e7WTHryJEjWLBgAb744gvpf08//TQEQcDSpUuRmpqKjRs34tvf/jbuu+8+nDhxItpNHtYcDgd++ctf4vDhw4rtDz30ECwWC95++20sXboUjz/+OL766isAQGdnJ+666y7k5+fj/fffR2FhIX7+85/DZrNF4xaGrUB9f+TIESxevFjxb2D58uUA2Pf9wel0YsmSJTAajXjnnXfw61//Glu2bMFvf/vbkH9nGhsbcc8992DhwoV47733MHr0aCxduhRerzfKdzU8BOt7wPfZLy4uVnz277jjDgDs+/7gcrlw9913IyMjA3/5y1/w+OOPY+3atfjggw/42e8LgYadjo4OYdq0acKOHTukbWvWrBG++93vRrFVsW3ZsmXC7373ux7bd+7cKUybNk2wWq3Sth//+MfCb37zm8FsXkw5fPiwsHDhQuGmm24SJk2aJH3Oa2trhUmTJgnHjx+X9l2xYoXwwAMPCIIgCBs2bBDmzZsneDweQRAEwev1CgsWLBDWr18/+DcxTAXqe0EQhFtuuUV47733/B7Hvu+73bt3C3l5eYLNZpO2ffDBB8Ls2bND/p157rnnFH//Ozs7henTpyvePwosWN8LgiBccsklQmlpqd9j2fd9d+LECWH58uWC3W6Xti1btkx49NFH+dnvA47gD0OHDh2C0+lEYWGhtK2wsBAVFRVwu91RbFnsOnLkCM4///we28vLyzFlyhQkJSVJ2woLC7Fv377BbF5M2bNnD+bMmYN3331Xsb28vBxjxozB+PHjpW3yvi4vL8eMGTOg1fr+rGk0GsyYMQN79+4dvMYPc4H6XhAEHDt2zO+/AYB93x9ycnLwxz/+EYmJidI2jUYDp9MZ8u9MeXk5Zs6cKb0WHx+PvLw89n+YgvV9c3MzLBZL0M8++75vsrKy8NxzzyEuLg6CIKCsrAy7d+/GrFmz+NnvAwb4w1BzczNSUlJgMpmkbaNHj4bL5UJra2sUWxabnE4nTpw4ga1bt+Lqq6/G/Pnz8etf/1r645+enq7Yf9SoUTh16lSUWjv8ffe730VxcTHi4+MV20P1daDXT58+PbANjiGB+r6+vh52ux3r16/HFVdcgeuuuw5/+tOfpK/B2fd9l5aWhtmzZ0u/e71evPHGGygsLORnf4AF6/sjR45Ar9dj9erV+Na3voWFCxfi/fffl/Zl3/evuXPn4vvf/z6mT5+Oa665hp/9PtBHuwEUObvdDqPRqNgm/u50OqPRpJhWW1sLt9uNhIQE/O53v0NdXR1WrVqFjo4OOBwOGAwGxf5GoxEulytKrY1dgT73LpcLgiAEfJ3/Jvru6NGjAICxY8di3bp1OHjwoDTB9q677mLfD4CnnnoKVVVV2LhxI1555ZWgf2fY//1L3vdffvklAODCCy/E4sWL8eWXX+Lxxx9HfHw8rrvuOvZ9P1u7di2ampqwcuVKPPXUU7Db7fzs9xID/GHIZDL1+PCKv6tH3qjvJk6ciNLSUowcORKA7w+9IAh44IEHcPvtt/eYSOh0OhEXFxeNpsa0QJ/7uLg4aDSaoK9T38ybN0/xb2Dy5Mkwm8148803cdddd7Hv+5EgCFi1ahXefvttrF69GhMnToTJZAr6dyZQ/6empg5au2OBv76/4IILcMMNN0h9eeGFF6K2thZvv/02rrvuOvZ9P5s2bRoAoKurCw8++CBuu+02fvZ7iSk6w9DYsWPR3t6u+FA3NzfDaDQiJSUlii2LXWJgI5owYQJcLhfS09PR3NyseK2lpQVjxowZzOadFcaOHYuWlhbFNnlfjx07lu/FAPL3b6CpqQkA+76/eL1erFixAu+88w5++9vfYv78+QBC9y/7v+8C9b1Go+kRLObk5EgpIOz7vjt9+jQ+//xzxTbxv7FjxozhZ7+XGOAPQ7m5uTAYDIpJJGVlZcjLy4Nezy9l+tvmzZsxe/ZsxQPVwYMHMWLECBQUFODQoUPo7OyUXisrK0NBQUE0mhrTCgoKcPr0adTX10vbysrKkJ+fDwDIz8/H3r17IQgCAN9o3N69e/le9IPXXnsNN9100/9v7/5jqqr/OI6/IDBDceI//SBXU+c1w3u5VAOCxDBrIizC1ZZia5nQls7pFuUfbrVsu3+05bqlaKM0ZWuuZSNZWZZJYMnPmBMKMnGYG2KaglcmXN7fP/x6J+YvRLt6eD62s92dez73vO97d/e+7uHD5w7Y19TUFPrHQ3p/ffh8Pn311Vfy+/168sknQ/s9Hs9l32c8Hk9ouVjp7LSFpqYm+j8Il+q9z+dTYWHhgGObm5s1YcIESfT+eti/f7+WLFmiv//+O7Rv3759GjdunB566CFe+9cqXMv3YGhWrlxps2fPtsbGRtuxY4clJSVZeXl5uMtypGPHjllKSoq9/vrr9ueff9rOnTstLS3N1q5da319fZaVlWVLliyxlpYWW7dunXk8Hmtvbw932Y5w4VKNL730ks2bN8+am5vt888/t4SEBKuvrzczs66uLktJSbG33nrLWltb7Z133rHU1NQBy6vh6p3f+/3795vb7bZ3333X2trarKyszLxer5WVlZkZvb8eGhoabPLkybZu3To7cuTIgO1K7zPt7e02bdo0W7NmjbW2ttqyZctszpw5oWVLcXmX6/2ePXtsypQptnHjRjt48KBt3rzZHnzwQaupqTEzen89nDlzxrKzs+3ll1+2P/74w3744QdLTU21DRs28NofAgL+LSoQCFhRUZElJiZaWlqalZSUhLskR9u3b5/l5+dbYmKipaenm9/vt/7+fjMza2trs/nz51tCQoJlZWXZTz/9FOZqnePCgH/06FErLCy0adOm2eOPP25ffvnlgOMbGxstNzfXEhISbO7cubZ3797/umTHuLD3u3fvtry8PHO73ZaZmWmlpaUDjqf3Q+Pz+Wzy5MkX3Xp7e6/4PvPjjz/aU089ZW632xYsWGAHDx4M0zO59Vyp9+Xl5TZnzhxLSEiw2bNn2/bt2weMp/dD99dff1lhYaF5vV5LT0+34uLiq/6Mpf8XF2H2/7+pAgAAALjlMQcfAAAAcBACPgAAAOAgBHwAAADAQQj4AAAAgIMQ8AEAAAAHIeADAAAADkLABwAAAByEgA8AAAA4CAEfAAAAcBACPgAAAOAgBHwAAADAQQj4AAAAgIMQ8AEAAAAHIeADAAAADkLABwAAAByEgA8AAAA4CAEfAAAAcBACPgAAAOAgBHwAAADAQQj4AAAAgIMQ8AEAAAAHIeADAAAADkLABwAM4HK55HK5tGfPnht2jkOHDoXOc+jQoRt2nis5efKkfD6fMjMz5fV6lZubq7KysrDVAwDXQ1S4CwAA3FzuvPNOSdKIESNu2DmioqJC54mKCs9HkZmpoKBADQ0NioyMVExMjJqbm/Xaa68pGAzqmWeeCUtdADBUEWZm4S4CAID/Wk1NjfLz83X77bdr69atmjBhgt5++22VlpZq0qRJKi8vD3eJAHBNmKIDAMNIfX29XnjhBSUnJ8vr9SonJ0dbtmwZcMz5U3TOn0pz4bZgwYLQmMrKSuXl5SkhIUHp6elatWqVAoHAJeu42BSdN954Qy6XS+vXr9fHH3+sjIwMeTwevfLKK+ro6LjkY33xxRdyuVwqLCzUtm3bNGvWLHk8Hi1evFhdXV0qLS1VRkaGvF6vli5dqpMnT0qSgsGgZs2apezsbE2cOFERERHKyMiQJLW3t19zjwEg3JiiAwDDREdHhxYuXKhAIKCYmBhFRUWppaVFK1eu1OjRo5WVlfWvMedPpZGk3t5eHTt2TJI0atQoSdLPP/+sgoICBYNBjRkzRv/88482bdqkAwcOqKSkZNB1fvbZZzp8+LDuuOMO9fT0aOfOnRoxYoTef//9y45rbGzUrl27NGrUKPX09Oi7775Ta2ur2traFBsbq0AgoG+++UZxcXF68803lZKSopSUlAGPUVdXJ0m65557Bl03ANwsuIIPAMNEY2OjAoGApk6dqtraWtXU1Gjx4sWaMWOGenp6LjrmrrvuUkVFRWh7+OGHJUmxsbFasWKFJOm9995TMBjUihUrVFNTo6qqKk2cOFGVlZWqra0ddJ1Hjx7Vli1bVFdXp+eee06SVFVVdcVxx48fl8/nU11dnfLy8iRJbW1tWrVqlWpra0P7zoX4C9XW1uqTTz6RpNCxAHArIuADwDDxwAMPKDo6Wk1NTcrPz9cHH3yg1NRUrVmz5qoC7fr16/Xtt99Kknw+n+677z6dPn1ae/fulSR99NFHmj59unJycnT48GFJ0i+//DLoOh955BG53W5FRkZq5syZkqRTp05dcVxMTIyefvppSVJiYqIkaeTIkZo7d64kyePxXPKxGhoaVFhYqDNnzmjKlCl68cUXB103ANwsCPgAMEyMHz9efr9fkyZNUn19vfx+v+bPn6/MzEzt3r37smOrq6u1evVqSdKiRYv0xBNPSDq7zGR/f7+ks1feOzo61NHRodOnT0uSjhw5Mug64+LiQrdHjhwp6eyKN1cyZswYRURESJKio6MlSWPHjlVk5NmPukutCvTrr79q4cKF6u7uVnx8vIqLi2/oCkIAcKMxBx8AhpEZM2YoOTlZnZ2dqq6u1tdff62qqioVFRWpsrLyomM6Ozu1fPlyBYNBJScna9myZaH7xo0bp8jISPX392vr1q2aOnWqpLNXyc/N0R+s85fNPBfYr8Ztt912VfvOd+DAARUUFOjUqVO699579emnn+ruu++++mIB4CbEFXwAGCY2bNigpKQkPf/884qLi9Ozzz6refPmSZJOnDihvr6+f40JBoNavny5Ojs7FR8fr9WrVw8IzdHR0XK73ZKkkpIS9fb2qqOjQ5mZmUpLS7uhP5Y1VMFgUEuXLtWJEyc0duxYbdy4UfHx8eEuCwCGjCv4ADBMzJw5U2vXrtVvv/2mRx99VKNHj9bx48clSdnZ2Rf9want27erurpa0tkvAbm5uQPur6io0KuvvqqCggJt27ZN33//vfr6+tTb2yuXy6WkpKQb/8Su0Y4dO/T7779Lknp6ekJfds6pqKgIR1kAMGQEfAAYJsaPH69NmzbJ7/eroaFBXV1duv/++5WTk6NFixZddMz5q+t0d3eru7v7X8dMnz5dH374oYqLi9XS0qLY2Fg99thjKioqCs2Fvxnt2rUrdLunp+eSKwkBwK2GX7IFAAAAHIQ5+AAAAICDEPABAAAAByHgAwAAAA5CwAcAAAAchIAPAAAAOAgBHwAAAHAQAj4AAADgIAR8AAAAwEH+B+COtS8NzQuRAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "\n", + "plt.scatter(X, Y, s=5, color=(0.502, 0.266,0.341))\n", + "plt.plot(X, Y_pred, color='red')\n", + "\n", + "\n", + "plt.xlabel('size in m2', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('price in CHF', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['regression line', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('./Figures/fig2_price_size.png', bbox_inches='tight')\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 4.1.2 on room numbers" + ] + }, + { + "cell_type": "code", + "execution_count": 163, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "552.03\n" + ] + }, + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 163, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['rooms']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['rooms']\n", + "print(round(slope,2))\n", + "round(p_value*100,2)" + ] + }, + { + "cell_type": "code", + "execution_count": 164, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "552.03\n" + ] + }, + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 164, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['rooms']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['rooms']\n", + "print(round(slope,2))\n", + "round(p_value*100,3)" + ] + }, + { + "cell_type": "code", + "execution_count": 165, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "\n", + "plt.scatter(X, Y, s=5, color=(0.502, 0.266,0.341))\n", + "plt.plot(X, Y_pred, color='red')\n", + "\n", + "\n", + "plt.xlabel('nr of rooms', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('price in CHF./Figures/', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['regression line', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('./Figures/fig3_price_room.png', bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 4.1.3 on floor" + ] + }, + { + "cell_type": "code", + "execution_count": 166, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1740" + ] + }, + "execution_count": 166, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_corr=ds[(ds['price'].isna()==False) & (ds['floor'].isna()==False) & (ds['price']<= 10000)& (ds['floor']<= 10)]\n", + "ds_corr.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 167, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "51.05\n" + ] + }, + { + "data": { + "text/plain": [ + "0.02" + ] + }, + "execution_count": 167, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = ds_corr['floor']\n", + "Y = ds_corr['price']\n", + "\n", + "slope, intercept, r_value, p_value, std_err = stats.linregress(X, Y)\n", + "\n", + "Y_pred = intercept + slope * ds_corr['floor']\n", + "print(round(slope,2))\n", + "round(p_value*100,3)" + ] + }, + { + "cell_type": "code", + "execution_count": 168, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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5a2sV3ipWERERR7weEh4md01tE0cVPAZcPFC33XKrhl95pdWhHLNAzZ3T6VTN3nJFHGEvg3TgZ73BmPweDQAAAADLkOADAAAABqEGHwCOQ352jvJWZis1K1PJmRlWhwMAtvbB+/+1OgSjkOADwHHIW5mtgtx1kkSCDwAIKiT4AHAcUg/2nk4NcA9qAGYIDXHIVVsrNbDJFjiU2+VSiMNxXI8lwQeA45CcmcHKPYBGC3GEqKKyUlHR0XIcZ9KG5sVZXa2oo5z8ezQk+AAAAAHmcDgU7QnVntJSRUVHK/SQ1ochHnezbpNpZ4GYO6ezWo6aWjnCju8dHxJ8AACAJhAaEqIYj0PuymrVuH0Pg4psE6eaveUWRYZfIhBzFxYSotDjTO4lEnwAAIAm43A4FOoIVeghlRcRERHyNHCgEYJbMM5dcEUDALBcfnaO1mXnKIV9BgBgSyT4AAAfdS1A3c4aEnwAsCESfACAj9SsTIVEhCuF5B4AbIkEHwDgIzkzQ+mDB6q6uNTqUAAAx+H4mmsCAAAACEok+AAAAIBBSPABAAAAg5DgAwAAAAYhwQcAAAAMQhcdAAHBYUkAAFiDBB9AQHBYEgAA1iDBBxAQHJYEAIA1SPABBASHJQEAYA022QIAAAAGsV2Cv3fvXt1zzz0688wzde655+qvf/2rXC6XJGnPnj0aO3as+vTpowsvvFBLly71eeyGDRv029/+VmlpaRo2bJjWrl3rc/3tt9/WwIEDlZaWpttvv127du1qsucFAAAA+IPtEvwHHnhAO3bs0EsvvaTHHntMb7zxhv71r39JksaPH689e/Zo4cKFGjVqlO6//3599dVXkqT9+/frpptuUlpaml5//XVlZGTo1ltvVXl5uSRp7dq1Gj9+vG6//Xa9+uqrKi8v17hx4yx7ngAAAMDxsF2Cv2LFCv3hD3/QqaeeqszMTF1++eXKzs5WYWGhPvroI02dOlU9evTQlVdeqcGDB2vBggWSDqzOh4eHa/z48erevbsmTpyoli1b6p133pEkvfTSS7r44os1bNgwnXbaaZoxY4b+97//aevWrVY+XQAAAOCY2C7Bj4uL05tvvqnKykrt2LFDn3zyiVJSUpSbm6u2bduqc+fO3vtmZGRozZo1kqTc3Fz16dNHISEHnrLD4VCfPn20evVq7/W+fft6H5uUlKQOHTp4rwMAAAB2YLsuOpMnT9a4cePUp08fud1uZWZmasyYMXrxxReVmJjoc9+EhAT9+OOPkqSdO3eqa9euh13fsGGDJKm4uPiIj9+xY8fPxvTUU09p5syZkqTRo0Zp7J13HvfzQ8MiE+OtDgHHgXmzL+bOvpg7e2Le7CvY5s52CX5hYaFOP/10jR49WuXl5Zo6daoeffRRxcXFKSIiwue+ERERqqmpkcfjUWVl5RGvO51OSVJVVdVRrx/NmDFjNGbMGElSdXEpbQEDIDIxnu+rDTFv9sXc2RdzZ0/Mm31ZNXdHe1FhqwS/sLBQ06ZN04cffqgTTzxRkhQZGakbbrhBf/zjHw9Lxp1Op6KiouRwOBQZGdng9brPc7TrAAAAgB3Yqgb/66+/VkxMjDe5l6SePXvK5XLJ6XSqpKTE5/4lJSVq27atJKldu3bauXPnUa8f7fEAAACAHdgqwU9MTNS+fftUVFTkvW3z5s2SpKysLO3YsUPbtm3zXsvJyVFaWpokKS0tTatXr5bH45EkeTwerV69Wunp6d7rOTk53scWFRXphx9+8F4HAiE/O0eLZsxSfnbOz98ZAACgEWyV4Kenpys5OVkTJkzQhg0btGbNGt13330aMmSIevXqpXPOOUf33nuvNmzYoCVLluitt97SiBEjJEmDBg3S/v37NXXqVH377bd65JFHVF5erksvvVSS9Pvf/17Lli3TokWLtHHjRt17773KyspSly5dLHzGMF3eymwV5K5T3spsq0MBAACGsFWCHxYWpjlz5qhVq1b6wx/+oDvuuENnnnmmHnzwQUnSjBkz1LJlS1111VWaNWuWHnroIfXu3VuSFBsbqzlz5mj16tUaOnSovvrqK82dO1exsbGSpN69e2vq1KmaPXu2fve736lly5Z69NFHLXuuaB5SszLVLS1FqVmZVocCAAAM4fDU1azAL9gBHxh0F7An5s2+mDv7Yu7siXmzr2DsomOrFXwAAAAAR0eCDwAAABiEBB8AAAAwCAk+AAAAYBASfAAAAMAgJPgAAACAQUjwAQAAAIOQ4AMAAAAGIcEHAAAADEKCDwAAABiEBB8AAAAwCAk+AAAAYBASfAAAAMAgJPgAAACAQUjwAQAAAIOQ4AMAAAAGIcEHAAAADEKCD1goPztHi2bMUn52jtWhAAAAQ4RZHQDQnOWtzFZB7jpJUnJmhsXRAAAAE5DgAxZKzcr0GQEAAH4pSnQAAAAAg7CCD1iIEh0AAOBvJPiAhSjRAQAA/kaCD1goOTODlXsAAOBX1OADAAAABiHBBwAAAAxCgg8AAAAYhAQfAAAAMAgJPgAAAGAQEnwAAADAICT4AAAAgEFI8AEAAACDkOADAAAABiHBBwAAAAxCgg8AAAAYhAQfsFB+do4WzZil/Owcq0MBAACGCLM6AKA5y1uZrYLcdZKk5MwMi6MBAAAmIMEHLJSalekzAgis/Owc5a3MVmpWJi+qARiLBB+wUHJmBkkG0IR41wxAc0CCDwDHgZVge+JdMwDNAQk+ABwHVoLtiXfNADQHJPgAcBxYCQYABCsSfAA4DqwEAwCCFX3wAQvRBx8AAPgbK/iAhajjBgAA/kaCD1iIOm4AAOBvJPiAhajjBgAA/kYNPgAAAGAQVvABAD7ys3O0LjtHKbzDBAC2RIIPAPBRt/nb7awhwQcAGyLBBwD4SM3KVEhEuFJI7gHAlkjwAQA+kjMzlD54oKqLS60OBQBwHNhkCwAAABiEBB8AAAAwCAk+AByH/OwcLZoxS/nZOVaHAgCAD2rwAeA41HWakUSnGQBAUCHBBxAQpvdST83K9BkBAAgWJPgAAsL0XurJhr5wAQDYHwk+gICglzoAANYgwQcQEPRSBwDAGnTRAQAAAAzCCj6AgDB9k21+do7yVmYrNSvTyOcHALAvEnwAAWH6JlvaZAIAghUJPoCAMH2TLW0yAQDByuHxeDxWB2ESNhQGRmRiPN9bG2Le7Iu5sy/mzp6YN/uyau4iE+MbvMYmWwAAAMAgJPgAAACAQUjwAQAAAIOQ4AMAAAAGIcEHAAAADEKbTAABYfpBVwAABCsSfAABYfpBVwAABCsSfAABYfpBVwAABCsSfAABkZyZofTBAzm4BQCAJma7TbY1NTV65JFHdNZZZ+mss87S5MmT5XQ6JUnbt2/XDTfcoPT0dP3qV7/SihUrfB6bnZ2tX//610pLS9PIkSO1detWn+vz589XVlaWevfurQkTJmj//v1N9rwAAAAAf7Bdgj9jxgz997//1dNPP63Zs2frk08+0axZs+TxeDRq1CjFxcXptdde09ChQzV27Fh9//33kqSioiLdfvvtGjx4sJYsWaI2bdpo1KhRcrvdkqT3339fTz75pCZPnqwXX3xReXl5mj59upVPFQAAADhmtkrw9+3bp4ULF2rq1KnKyMhQnz59dMcdd2jdunXKzs7Wd999pwcffFAnn3yybrnlFvXu3VuvvfaaJGnRokU67bTTdPPNN+vkk0/WtGnTVFRUpOzsbEnSvHnzNGLECA0YMECpqamaMmWKli5dqoqKCiufMgAAAHBMbJXg5+TkKCoqSv379/feNmzYMD377LPKzc3V6aefrtjYWO+1jIwMrVmzRpKUm5urvn37eq9FR0crJSVFq1evlsvlUl5ens/19PR0uVwu5efnN8EzAwAAAPzDVgl+YWGhOnTooGXLlumyyy7TBRdcoEcffVROp1M7d+5UYmKiz/0TEhL0448/SlKD13fs2KF9+/apurra53pYWJji4uK8jwcAAADswFZddCoqKrRt2za99NJLeuCBB1RRUaEHHnhAtbW1qqysVHh4uM/9IyIiVFNTI0mqrKxURETEYdedTqeqqqq8Hx/p+s956qmnNHPmTEnS6FGjNPbOO4/7OaJhkYnxVoeAY/D1x58r98kVSrv4PPU8v5/V4eAYMHf2x+9Le2Le7CvY5s5WCX5YWJjKy8v12GOPqVOnTpKkcePGady4cRo6dKjKy8t97u90OhUVFSVJioyMPCxZdzqdiouLU2RkpPfjhh5/NGPGjNGYMWMkSdXFpbQFDIDIxHi+rzazetly70FXp5zew+pwcAyYO3vj96U9MW/2ZdXcHe1Fha0S/MTERIWFhXmTe0nq2rWrqqur1bZtW23atMnn/iUlJWrbtq0kqV27dtq5c+dh10855RRvkl9SUqJTTz1VklRbW6s9e/YcVtYDoHE46Mq+mDsAsDdb1eCnp6ertrZWGzdu9N62efNmxcTEKD09XRs2bPDpXZ+Tk6P09HRJUlpamr766ivvtcrKSq1fv17p6ekKCQlRamqqcnJyvNfXrFmj0NBQJScnN8EzA8yTnJmha6aNVzJJou0wdwBgb7ZK8Lt06aIBAwZowoQJ+vrrr/Xll1/qr3/9q6666ir169dP7du31/jx4/XNN99o7ty5ys3N1fDhwyVJv/nNb5Sbm6vZs2fr22+/1aRJk9S+fXv163egvvTqq6/W888/r/fff195eXl64IEH9Jvf/EYxMTFWPmUAAADgmDg8Ho/H6iCORXl5uR5++GG9//77CgsL0xVXXKF77rlH4eHh2rp1qyZNmqTc3Fx16tRJEyZM0DnnnON97IoVK/TII4+oqKhIaWlpeuihh3zKfebOnasXXnhBTqdTAwcO1OTJkxtVg18f9XOBQW2iPTFv9sXc2RdzZ0/Mm30FYw2+7RL8YMcPZ2Dwi8+eTJ63/Owc5a3MVmpWppGlLCbPnemYO3ti3uwrGBN8W22yBYBgkbcyWwW56yTJyAQfAGBftqrBB0yTn52jRTNmKT875+fvjKASn5So6Jaxik+i0xYAILiwgg9YiFVg+yotKlZlWblKi4qtDgUAAB8k+ICFUrMyfUbYB3MHAAhWJPiAhZIzM1i5tynmDgAQrBqswb/22mt11113NWUsQLNDDT4AAPC3BhP8L774QqtXr/a57bTTTtMFF1wQ8KCA5qKuBj9vZbbVoeAY8eIMABCsjrlEh7b5gP9Qx21fbJAGAAQravABC1HHbV+8OAMABCsSfAA4Drw4AwAEq6Mm+C6XS0VFRT5lOUe6TZLat28fmAgBAAAANNpRE/ySkhJdeOGF3o8dDsdht9Xdvn79+sBECMCW8rNztC47RymsdAMA0KSOmuA3dkMtG28BHKpuE6rbWUOCDwBAE2owwf/ggw+aMg4AhknNylRIRLhSSO4BAGhSDSb4HTp0aMo4gAZR6mFPyZkZSh88UNXFpVaHEhD52TnKW5mt1KxM/l0CAIJKgwn+zJkzj+kT3XHHHb84GOBIKPVAMKIPPgAgWB01wXc4HI3+RCT4CBRKPRCM6IMPAAhWDSb4ffv2Pey2VatWKSIiQmlpaQENCqjP9FIP2BN98AEAwarBBH/+/PmH3XbaaacpPj7+iNcAAAAAWC/E6gCA5iw/O0eLZsxSfnaO1aEAAABDHLUPPoDAYqMmAADwNxJ8wEJs1ATgT7QVBiAdJcGfMGHCEW/fu3fvYdccDoemTZvm38iAZoCNmgD8ibbCAKSjJPhLly6Vw+GQx+Pxub2yslJLly6VJO91EnwAAKxHW2EA0lES/CuuuOKY+uADAABr0VYYgHSUBH/69OlNGQcAAECzxN4J+NvPtsncsWOHCgsLD7v9//7v/+R0OgMSFAAAQHORtzJb365ao7yV2VaHAkMcNcF//vnnNWDAAC1cuNDn9v379+vWW29VVlaWVqxYEdAAAZPRB9++mDsA/pKalamT+6bTUQ1+02CJzocffqgZM2ZIknJzc32urVmzRtXV1aqqqtLo0aO1cOFCpaamBjZSwED0wbcv5g6Av7B3Av7W4Ar+Cy+8IEm69NJL9dxzz/lc69+/vz766CP17dtXtbW1mjNnTkCDBEyVmpWpbmkprNrYEHMHAAhWDs+hfTAPysjIUHV1tbKzs8IEKBoAACAASURBVBUbG3vEB5eUlCgrK0tt27alVOcgXn0HRmRiPN9bm2HTmL3xM2dfzJ09MW/2ZdXcRSbGN3itwRKd2tpaRUVFNZjcS1KbNm0UHR2tPXv2/LIIARiHA3fsy+QXZ/nZOcpbma3UrEzjnhsA1GmwRKdTp06qqKjQl19+2eCDV69erYqKCrVv3z4gwQGwL9M3jZm8ydbkjh51LzxNfG4AUKfBBP/SSy+Vx+PR3XffrRUrVqi2ttZ7rba2Vh9//LHuuusuORwOXXrppU0SLAD7SM7M0DXTxhu7Smpyomjyi7P4pERFt4xVfFKi1aEAQMA0WKJz/fXX67333tOGDRt02223KSwsTPHx8fJ4PCotLZXL5ZLH49Epp5yiG2+8sSljBgDL1SW/JibBJnf0KC0qVmVZuUqLiq0OBQACpsEEPyoqSi+++KIeeOABvfPOO6qpqdGOHTu81x0Ohy6++GI98MADatGiRZMECwDBItnA+vTmwOQXZgBQp8EuOvXt2LFDX375pYqKiuR2u5WYmKgzzjhDHTt2bIoYbcXEFS+rseHPnkyet+aAjh72xdzZE/NmX7bqolNfu3btdNlll/ktIOBYmNyNxeTDkkyeN9Px4gwA7K1RCT5gpdSsTIVEhCvFwEQjPilRRQVbjdzwZ/K8mY4XZwBgbyT4CHomb/grzN+kyrJyFeZvsjoUvzN53kzHizMAsLcG22QCaAIeh+8IAADwC7GCD1io35BLvJtsgWBhcomOyRvbAaDOMSX4ZWVlqqiokNvtPuwap9kiUEze8EerRQQjk0t0TN7YDvsy+f85WKNRCf7mzZs1YcIE5eXlHfG6w+HQ+vXr/RoYUMfk1UQATYs++AhG/D8Hf2tUgj9lyhStXbu2weuNaKUPHDeTVxNNLhdgRcq+TE42eNcMwcjk/+dgjUYl+Lm5uXI4HBo7dqwGDhyoqKgoORxsCkTTMLkbi8nlAiYniaYj2QCalsn/z8EajUrwTzzxRO3evVu33357oOMBmhWTywVIEu2LZAMA7K1RbTJHjx6t8vJyrVixItDxAM1KcmaGrho3mhVuAADgN41awV+9erXat2+v2267TV27dlXr1q0VGhrqve5wODRv3ryABQmYyuQafEp0AACwRqMS/FdeecX794KCgsOuU48PHB+Ta/Ap0UEwMvlFNQDUaVSCP3r0aJJ4IADikxJVVLBV8UmJVofid9RxIxiZ/KIaAOo0KsEfM2ZMoOMAmqXSomJVlpWrtKjY6lD8jjaZCEYmb2wHghXvnDW9BhP8VatWKSIiQmlpaVq1atXPfqK+ffv6NTCgOTA52aAGH8GIPvhA0+Ods6bXYII/cuRIJSUl6aOPPtLIkSOPWqLDSbbA8TE52aAGHwAgmb2YFayOWqJT/4Tao51Wy0m2AA5FDT4AQDJ7MStYNZjgb9iw4Yh/B+A/1CUCAAB/a9QmWwCBQV0iAADwNxJ8wEIm1yXSRQfBiHfNADQHJPiAhUyuS/z8zXdVvHW79hXvNPY5msrkF2e8awagOQixOgAAZir9cafPCPvIW5mtb1etUd7KbKtD8bv4pERFt4w18nA5AKjDCj6AgHDV1PiMsA+TW5yafLgcANRpdIJfU1Ojd955R//3f/+nnTt3au7cufrPf/6jc845R61atQpkjGjmTC4XMFnX1GRtWbdRXVJ6WB1KQJhcy21yi1OT970AQJ1GJfilpaW6/vrrtWnTJnk8Hu+hVw8++KBiYmI0b948nXTSSQENFM0XJ6La01Xj7lBkYryRSaL00x6D8j17+HcJAAgqjarBf+yxx7Rp0yadeeaZiomJkSRVVVUpLi5OP/zwg2bMmBHQING8pWZl6uS+6ay4Ibh4HL4jbKFuwcDE/QUAUKdRCf7HH3+syMhIzZkzR7GxsZKkqKgoLVmyRNHR0friiy8CGiQABJt+Qy5Rt7QU9RtyidWh4BikZmWqW1oKCwYAjNaoEp39+/crPDxcUVFRPreHhITI5XKphk10CCBKdBCMTG5xajLmDUBz0KgEv1evXvryyy81ffp0VVdXS5KWL1+u+fPnq6amRr179w5okGjeTO7oAQD+RFMCAJLk8Hg8np+7U15enq699lpVVVX53O7xeBQREaF58+aR5B9k6oZCq5m8WdNkzJt9MXf2tGjGLBXkrlO3tBRdNW601eHgGPAzZ19WzV1kYnyD1xpVg5+amqrFixdr0KBBSkhIUGhoqNq1a6fLLrtMixYtIrkHcJj87By9PHG68rNzrA4FaDZoSgBAOoY++CeffLKeeOKJQMYCwCDsnQCanslnGABovEat4EvS22+/rZtuusn7cV5engYNGqRly5YFJDCgDivBduVRSFiopJ+tAkSQWT5/sR678mYtn7/Y6lD8Lj87R4tmzOL3iQ0xd0DjNSrBX7Zsme6++259+umn2r17tyTpm2++0ZYtW/TnP/9Zb7/9dkCDRPP24cLX9e2qNfpw4etWh4JjUFRQKHetS0UFhVaHEhAmJxvrPl2l/XvLtO7TVVaH4nf0wbcv5g5ovEYl+M8++6wcDoeuu+46b6vMAQMG6NZbb5XH49Fzzz0X0CDRvFWX7/cZYQ8pZ/dVi1YtlXJ2X6tDCYj3Xliogtx1eu+FhVaH4ncmz118UqKiW8YqPinR6lBwjDjDAGi8RtXgb926VS1bttS9997rva1Vq1a66667tGDBAhUUFAQsQKDX+f21/vMvdXq/M6wOBcfgopHDddmfbjW2Fri6otJnNInJc1daVKzKsnKVFhVbHQqOEWcYAI3XqAQ/KipKe/fu1ffff6+TTjrJe3tBQYHKy8sVFxcXsAABk5ON5fMXa92nq5Rydl9dNHK41eHgGHRNTdaWrzeqS88eVofidyb3Uq9b/WUVGIDJGpXgn3/++Vq6dKmuuuoqXXzxxYqLi1NxcbGWL1/uvW6FSZMmqbCwUPPnz5ckbdiwQZMnT9aGDRvUvXt3TZkyRb169fLe/+2339YTTzyh4uJi9e/fXw899JASEhIkHejp/+STT2rRokWqra3VlVdeqXvuuUehoaGWPDc0D2s//kzOqmqt/fgz4xJ8k5NESbpq3B1WhxAwJndAYhUYQHPQqBr8e+65R126dNHu3bu1aNEizZ07V2+88YbKysrUpUsX/fnPfw50nIf5/PPP9dprr3k/3r9/v2666SalpaXp9ddfV0ZGhm699VaVl5dLktauXavx48fr9ttv16uvvqry8nKNGzfO+/gXXnhBr7/+uv7+979r5syZWrZsGXsLgoTJXXQiY1v4jCbJW5mtb1etMXZDnMmbbOmlDgD21qgV/ISEBC1dulSvv/66Vq1apb1796pVq1Y688wzNWzYMO/G26ayf/9+3XffferTp4/3trffflvh4eEaP368QkJCNHHiRK1YsULvvPOOhg8frpdeekkXX3yxhg0bJkmaMWOGzj//fG3dulWdO3fWvHnzNHbsWJ155pmSDryoefzxx3XLLbc06XPD4UxeTbzw98OUtzLbyEQqNStTIRHhSjFszup8uOB1le3arZ3bfjDu3yW91AHA3hp90FV0dLSuueYaXXPNNYGMp1GeeOIJnXnmmWrbtq2++uorSVJubq769OmjkJADb0o4HA716dNHq1ev1vDhw5Wbm6sbbrjB+zmSkpLUoUMHrV69WlFRUSoqKtIZZ/y0iTMjI0M//vijioqKlJSU1LRPED5MThRNLhcwPUmsrtjvMwIAECwaTPBnzpypli1b6g9/+INmzpz5s5/ojjuaph519erVevfdd7Vs2TI9//zz3tt37typrl27+tw3ISFBGzZskCQVFxcrMTHxsOs7duzQzp07Jcnneps2bSRJP/74Iwk+AiY/O8e7gm9aom96DX6v8/t7N0ibZtGMmdqybqO6pPQwbq+ByT9zAFDnqAl+UlKSN8F3OBxH/URNkeA7nU5NmjRJEydOVKtWrXyuVVZWKiIiwue2iIgIOZ1OSVJVVVWD16uqqrwf179W9zV/zlNPPeV9ETR61CiNvfPOY3xmOJp12Tn6dtUaSVL64IEWR+Nf67JzVJC7TiER4UY+N1PnTZIu+9OtuuxPt1odRkBsWbdR7lqXtqzbqMjEeKvD8SuTf+bqM23emgvmzb6Cbe4aTPD79u3r7TDTt29wrFDNmjVLnTt31q9+9avDrkVGRh6WjDudTu/+gKNdr5/Mh4eHe/8uHShN+jljxozRmDFjJEnVxaXGliRYJS6htVq0aqm4hNbGfW/jElorumWskc+trqQqJTPDuOcmmb0S3CWlh3cF37S5S8nMkNtZY+y/S+lAomHqczMZ82ZfVs3d0V5UNJjg17WelKSHH35YnTp18m9Ux+Gtt97Szp071bt3b0lSTU2NXC6Xevfurcsvv9xbalOnpKREbdu2lSS1a9dOJSUlR7zerl0778cxMTGS5P1cdY+HdUqLirV/b5mRB9Nw6I591W3+lmRcgn/VuDtINoAmtHz+Yu+Bjqa1TIY1GtUmc8SIERowYIB2794d6HiOav78+Vq2bJneeOMNvfHGGxo+fLh69uypN954Q2lpaVq9erU8Ho+kA33tV69erfT0dElSWlqacnJ+amdXVFSkH374Qenp6WrXrp3at2/vcz0nJ0eJiYnU3wcBs1v2eRQSGirJY3Ugfvf5v9/Tt6vW6PN/v2d1KAFi7tyZ3Jr2wwWvqyB3nT5c8LrVoQSEyXNncmva3I8/0/69Zcr9+DOrQ4EhGtVFx+12q6ysTK1btw50PEfVoUMHn49POOEERUVFqXPnzkpISNDf/vY3TZ06VVdffbUWLVqk8vJyXXrppZKk3//+9xo5cqT69OmjtLQ0Pfzww8rKylKXLl281x9//HElJSUpNDRUjz/+uK699tqmfoo4ApO7sRQVFMrtcqmooNDqUPxuX2mpz2gak+fO5Na0pnc/+vzNd1W8dbv2Fe80bu5MftcsOjZGNVXVio6NsToUGKJRCf7dd9+t+++/X3/5y190+eWXq23btoqKivLZeNu+ffuABdkYsbGxmjNnjiZPnqzFixerR48emjt3rmJjYyVJvXv31tSpU/WPf/xDe/bsUf/+/TV16lTv42+88UaVlpZq7NixCgkJ0bBhw3TjjTda9XTQTCR166QtX29UUjfrS+D8raba6TOapmV8K1WWlatlfKufv7PteBQSZua7Ex17dNeWrzeqY4/uVocSGB6H72iQundxTXw394LfD/V2HQP8oVEJ/pQpU+R2u7VkyRItWbLksOsOh0Pr16/3e3A/56677vL5uFevXlq6dGmD9x86dKiGDh16xGuhoaEaP368xo8f79cYgaNzyO1ySTLvP+PwqEi5amoVHhVpdSgBUVa612c0SVFBody1Zr47YfLPnCT1G3IJiaINmfxONazRqAT/51pF1tW9Azg2Jq9IuWpqfEbTmPzui8nvTpj8MyeZnSiaXKID+FujEvwPPvgg0HEAzZLJJ9nWVNf4jOYxdyXY5HcnTP6ZM53pL84Af2pUgl+3udXtduu7777Tvn37FBcXpy5duvzsAVgAmqduvZK9vdRNZHKykXJ2X2/LPtiLySdI8+IMaLxGJfiS9OKLL2r27Nnas2eP97aEhASNGjVKV199dUCCA2BfpvdSJ9lAMDK5AxIQjIL1RXWj+uC/8MILeuSRR7R79255PB7vn5KSEk2dOtXnUCwAgL2tPdiTey09uW3H7HNDgOCTtzJb365ao7yV2VaH4qNRCf6//vUvSQe60Cxfvlxr167VBx98oN/+9rfyeDx67rnnAhokYKrl8xfr77eN0/L5i60OBcfI5EN3ImNa+IwmMf1nLjkzQ9dMGx9UK4n+YvLPHOwrWF9UNyrB37dvn6KjozVt2jR17NhRERER6tChg6ZMmaIWLVpo717zNmIBTWHdp6tUWVaudZ+usjoUvzP5RE3pp1KIYFu18YcefdPVolVL9eibbnUofmfyz5zpTP6Zg30F64vqRiX4F1xwgaqrq7Vjxw6f2wsLC1VZWamLL744IMEBpks5u6+iW8Yq5ey+Vofid8H6tqW/xCclKrplrOKTEq0Oxe8K13+j/XvLVLj+G6tD8bukbp0UEhpqZHtT06VmZapbWkrQrZQCwahRm2yHDBmiL774QldffbWuvPJKtWnTRtu3b9eSJUvUokUL9erVS2+88Yb3/ldccUXAAkbzE6wbWPzhopHDddHI4VaHERCpWZkKiQg39sCdwvXfqLKs3MgkuHJ/hc9oFnPbm5qOje1A4zUqwb/11lvlcDjk8Xj01FNPeW/3eDxyOBx66KGHvLc5HA4SfPjV52++q+Kt27WveKdxv9zzs3OUtzJbqVmZxj03kw/ckSQ5PL6jQaJbxKhMuxXdIsbqUPzO5PamktkLIgAar1EJfvv27QMdB9Awj8N3NAgnM9pXv8GDvC/OTNNvyCXeJNE0pq8C0yYTgNTIBP/DDz8MdBxAg0xONsoPnitRXu98CVOwkmhf278p0A+bNisuobVxc2fyu2aS+aVxABqn0QddAVYxudSjZNuPPqNJTF9JNPndl/qdZkzbI2LyvElm/74E0HiN6qIDWMnkdottOp7oM5rE5HcnJLM7eiR166SQMDM7zZjc/QgA6pDgI+h9/ua7+nbVGn3+5rtWh+J3VRWVPqNJirdu9xlNs/2bAhUVbNX2bwqsDiUAHHLXmtlpprSoWJVl5SotKrY6lIAweUEEQOOR4CP4GbzJtmLPXp/RJCGhIT6jaXI//kyVZeXK/fgzq0Pxu2A9mdEfTF/BN3lBBEDjUYOPoGfyJtsWcSeorGS3WsSdYHUoftdn4Hla//mXOr3fGVaHEhDRsTGqqapWdKx5rSRNruM2fQXf5AURAI0XOmXKlClWB2ESl4GlFlZr27G9eg8eqNatW1sdit/tKynV7h0lSs7MULe0FKvD8atuaSnKuv636nxyN6tDCYjY1q1UU+3UWZcPVNuO5rUSDouJNvL3WUhoqGqqnUrNyjRy3qJiW8jl8ajPReca+fxMZurPXHNg1dyFxUQ3fK0J4wCOi8ntFk0+DdV0JvdTXz5/sffdF9O66Jg8b5LZ774AaDwzi2NhlLyV2fp21Rrlrcy2OhS/27e71GeEfeRn52jRjFlGbmZc+/Fn2r+3TGsN3F8AAM0BK/gIeiYf3OKucfmMsI+PFi7VvpJSlWwvMm5FODKmhZxV1YqMaWF1KACA40CCj6Bn8lvOvc7vr3WfrlLK2X2tDgXHyOQOSD36pmv951+qR990q0MBABwHEnzAQheNHG5cjXMdk/dOSJIjNFSqdR0YDVOYv0n795apMH+T1aEAAI4DCT6AgMhbma2C3HVyO2uMTPBDHA6f0Si0WrQt019YA2gcNtki6HEyo115FBIWKsljdSAB0bFHd4WEhqpjj+5Wh+J3/YZcopP7pqvfkEusDgXHyOSmBAAajxV8BD2TV4IXzZipLV9vVJeePXTVuDusDsevigoK5a51qaig0OpQAsQht8slybxVbpP3vZjO5KYEABqPBB9BLz4pUT9uKTTyaPmC3PU+o0laxrdSZVm5Wsa3sjqUgIhPSlRRwVYj/12aLD87R3krs5WalWncgoHEizMAB5DgI+iVFhVr/94yI4+Wd4SGyONyyxFqXrVcWelen9E0pUXFqiwrN/Lfpcl13J+/+a6Kt25X+Z49xj03AKhDgo+gZ/JbzhkDzzO2TWbK2X29p6GaKDUr02c0SV2P/+LvCs1LgtlAbFumv/sC+BMJPoKeyW85m9wms8Mp3bRn1251OKWb1aEERLKBq9t1TO7x32/IJd4kEfZStx9LkrE/e4C/kOAj6JlcLmDyitR/5s5XbbVTW9auN+65SdLy+Yu9776Y9iItPDpKrrIKhUdHWR0K4GXyu2aAv5HgI+h9/u/3VFy4Tft2lBiXKNY9t/Lde417brXVTp/RNOs+XaXKsnKt+3SVcQm+45DRJKwC25fJ75oB/mbezj6Yx+HxHU1i8HNL7NzBZzRNUrdOCgkNVVK3TlaH4nfOyiqf0SSpWZnqlpbCKjAAo5HgI+j1GzzowKE7gwdZHYrfxca1UkhoqGLjzGslafK8HWBuH/wWrU7wGQEA9kKJDmChooJCuV1mHgb13gsLVVW2X9s2bDLybXWT64EvvHqYd9+LaSjRAdAckOAj6P3nn/NVW+XUljzzNmuafBhUVdl+n9E01APbEweU2ZfJTQkAfyPBR9CrrXL6jCYp2VbkM8I+TO6i8+GC11W2a7d2FGw1LpEqzN+kyrJyFeZvsjqUgDC56xjvvgCNRw0+gl5IWKjPaBK3y+0zmsTkeZOk3I8/U2VZuXI//szqUPyuumK/z2iSstI9PqNp8lZm69tVa5S3MtvqUPyODdJA47GCj6DnrnX5jCYJi4xQbbVTYZERVofid5HR0aosK1dkdLTVoQREdGyMaqqqFR0bY3UoftexR3dtWbdRHXt0tzoUv6utqfUZTWPyyd+UxQGNxwo+gl5UyxY+o0niT2zrM5qkbl+BifsLJKlNhxMVEhqqNh1OtDoUvyvfs1fuWpfKDTzJ9qQe3RUSGqqTDHzxIh1Igq+ZNp5EGGjmSPAR9Nw1Lp/RJJUHSyAqDSyFKN663Wc0zdZ1G+V2ubR13UarQ/G7qopKn9Es5rY3BYA6lOgg6Jlcy11WsttnhH243W6f0SRRMdHaV3JgNI3J7U0BoA4JPoKew+HwGU2S2LmDirduN/a0V9hTv8GDjO2DTx03gOaABB9Br+pg+UqVgWUssXGtVLLtRyNPsjVdZEy0qsr2K9LAVe7kzAylDx6o6uJSq0PxO3qpA2gOqMFH0AsJDfUZTVKQu15ul0sFueutDgXHyHGwhttBLbet1PVSN7GNpOnys3O0aMYs5WfnWB0KEPRYwUfQ6z3gXK3//Eud3u8Mq0PBMXCEhsjjcssRauY6guntFk1leg0+B10BkEjwYQMdTummPbt2q8Mp3awOxe/CoiJUW+VUWJR5ffBj41qpbNduY8uPomJbqKaqWlGx5rVvfX7iw969ITdMm2R1ODgGdUmw21ljXBJs+osz2FOwvqgmwUfQ+/zf76m4cJv27SgJqh8eHF1lRYXPaJqyXbt9RpOY3OLU9FVgDroCmlawvqgmwUfQq9xf4TOapLbK6TOaxOTnJknyHDIaJDQ8TK6aWoWGm/hfhOfgfh4DJ05mb5AGglGwvqg28bc3DLN/b5nPCHsICQ2R2+VWiKE1+I4Qhzxujxwh5m2yTWjfTsVbtyuhfTurQ/G77zdultvl0vcbN1sdCgADBOuLahJ8BD3XwU2MLjYz2kpEiyhVle1XRIsoq0MJiNCIcNVWORUaEW51KH5nch/86NgY1VRVKzo2xupQAiJY64EBNC0SfAABUVW232c0TcjB9pghtMm0lQt+P9TbB99EwVoPDKBpkeAj+IU4JLfnwAjbMP2U3rh2bVS8dbvi2rWxOhS/e/uf81VT5dTWvPXGJYmmb9QM1npgAE2LBB/Bz+3xHWELnZJPVfmefeqUfKrVoQREWelen9EkNQc3RtcYuEF6+fzFWvfpKqWc3VcXjRxudTh+F6z1wACalpm735oZ00/3i4iK9BlhD6uXf6L9e8u0evknVocSEGGR4T4j7GHdp6tUWVaudZ+usjoUAAgYVvANYHpf55DwUKnq4GgYkzuxuD1un9E05aV7fEaTmNwmM+Xsvt4VfACQJO3fL+3aJceuEqm0VI7SXXKU7JJ2lchRWiqV7pJj108fO0oPeYfsnXekPmdaE3sDzPvt3QyZfrpfdUWlz2gSz8GyI4+J5Ucej+9omNDwcNVWOxUabt4KfotWLVVWslstWrW0OhS/63BKN5UWFRt5Mrbp8rNzvBukTVzMwhF4PNL+CmnXgaRbpaVy7Co5mGzvOpBo131cuuvIyXdTePVVEnz4n+mbxhwOhzzyyOEwb5XbZEa/eJHkdrl8RpNU7N7nM5rE9Hc8TcbcBZn6yfchSfaB1fDDV8Adu+118rcnPFyKj5cnoY2UkCBPfIKUcOBjT0KCFJ8gT5s2ihhyuVQSXO/mkuAj6IWEhcntciokjH+uCB7uWpfPaJIuPXtoy7qN6pLSw+pQ/C4+KVFFBVsVn5RodSg4Rqa/W+1Xdcl3yYGyE58yk5J6H9dbAXfsCa4E9ed4wsMPJN0JbQ4k4fEJBz5u00ae+PgDyXd8vJTQRp42CVJcaykiIjDBhATfllYyJgQ9d22tzwggsFKz+ikkIsLIVouF+ZtUWVauwvxNVoeCY2TMu9Uej1RRfiD5rpdkq7pSoVu/P6Ts5GA9uN2S74iIn1a84+uteCfUS7rrVsAT4qXW8ZKB5Y5WIsFH0KsrzaFEB2gaRh+W5HH4jkB9Ho9UXuat+fYpM/GWnezyrQff679WuU2RlHkiI31XvBMOrngnJBxMwuutgCckSK1bk3zbEAk+gl7nlAPlAp0NLBcw+RCvqJYtVFW2X1EtW1gdSkBEREXKWVVtaPtWj0LCQiWZt3+i35BLjD7JNj87R+uyc5Riymp3fd7ke5ccJYd2N9nls+Jd1xHFsc9e+0i8yXe9mm9PfLzUpt6Kd/0V8NatJcpXcQT8q4ANOA7WOZuXBJt8iFdNpdNnNI3rYMmYy8DSsaKCQrlrXSoqKLQ6FL8zpsyjAZa9++LxSGVlP9VzH1pmsuuQDiilu+yXfEdF+Zad1K1w16181/84/tiT78jEeDk5oAx+QoIPGzB3NdFkJifAkhQRHaXKsgpFREdZHYrfJXXrpC3rNiqpWyerQ/G7RTNmasvXG9WlZw9dNe4Oq8MJgCP8vvR4pH37fupkcoQyE596cDsm39HRP5Wd1K/5jo+vl4TX24zJyjcMx79uBL2t6zbKXevS1nUbrQ4F8AqLiJBUcXA0S/mevXLXulS+x3+1xcFiy9cb5Xa5tOXrIPl9cjD5duwqsRKF1AAAIABJREFUabDM5LB68PLyBj/dyLq/vCvpb5Ob4hn8LJ/k++BqtzcRb9PmsM2Yat1aCjXvYEOgKZHgI+i5DvYZdxnYbxz2VVVR4TMaxeCNqF169vCu4P8sj0fau/en0y3rlZl4V8AP7QF+lOQ7GHmio31LTA7ZfKmEQz6Oi7Ms+eagK6DxSPAR/ByOA//R0kUHQaSmyukzmqTfkEu8GzWDltt9IPmuKzMpKfEtO6lbAa+/GbO8/KcV7vcUNCvcDfFEt5DaJPj09D7SgTvej+PitOhvz6ggd526paXoqnGjrX4KfsVBV0DjkeAj+Hk8viMQBEJCQ+R2uRUSGnwHnPxSyZkZSh88UNXHu+GvfvJ9MMn2SbpLf+p64t2MabN3QjwtYg6ubv/U0aT+5ku1OaTmu4lWvuOTEvXjlkIjD/LioCug8UjwEfQcDoc8Hg998BFU3C63z2gbdcn3oTXf9cpOKgq+U/n2HxTrrlVEebkc+22afB+6sTI+Xh/99xPtcrqkNm007MHxP5WdBOFJlMejMH+T9u8t4yAvoJkjwTeA6XWJISEhcrldCjHkP+DmomWb1ior2a2WbVpbHYp9uN3Snj2+Nd91Gy1Lj3TwTmlAku8T/P4Zf3Ig+T640TIh4bCe34d1PWnVyq/J97c7qlRcuE2JnTrKc8qpfvu8QcPg/ROf//s9FRduU/nuvcb9X2f0+QWwBAm+AT5/810Vb92u8j17jPzF4Kp1+Yywh7KS3T6j7bnd0u7d3vKS04q3qYWzWi1qqhV6/198N1qWlh5oO1i53+qoj4knJkZKaKMf9pRpf3ikKiIi1fOKy3zbD9bveuLn5LspmH7QlS32Txwvh8d3NEjd/+P7inca+f84mh4JvgkMXrGRpLDICNVWOxUWaV47QviJy3XIyneJt7uJ93CdQ0+9rKz8RV/yt/U/2Jz3iz5XY3hiY3/aaHmk1oL1V8R/YfL93MjR8rg9coQ4lDzlQT8/E2uZftDVL94/EcT6DR5k7oszw/8fR9MjwTeA6StSLVrGal91qVq0jLU6FBwHh8ctlZT4lJnokMN2fOrAS0t/cfLd1LzJd0OtBevKTuqS8RNOCOqVb88ho0lML2k0udTD5BdnRr/zAkuQ4BvA5F96kuQ5mGZ4jEw3LOZy/ZR0199oWe94+cM6n1RVNepT+zQgTFkckPAbwxMb69vl5NDWgofWfLds2ajke/qIUQcyYIc0/qWnA/9EmpLb4zsaxPSSxrpWkm5njZHPz1Qmv/MCa9guwS8sLNS0adOUk5Oj6OhoXXrppbrrrrsUGRmp7du367777tNXX32lpKQkjR8/Xuedd573sdnZ2Xr44YdVWFioXr166aGHHlLnzp291+fPn69//vOfKisr06BBg3TfffepRYsWVjxN1FO2a4/PaJQQx4EkKuQIb8vW1h6o+a6r664/elsMHrLy3cjkO1h4WrY8kHw31FrQZzNmwoGV72DppmTwMrfJG6SrKip9RtOkZmUqJCKclWCgmbNVgu90OnXbbbfp5JNP1iuvvKJdu3Zp4sSJkqR7771Xo0aNUvfu3fXaa6/pww8/1NixY7Vs2TKddNJJKioq0u23365Ro0bpggsu0KxZszRq1Ci99dZbCgkJ0fvvv68nn3xSM2bMUGJioiZMmKDp06frwQfNqj+1pWDsg19bW+9ky3q9vL1lJ4ccNV9aKkd19WGfxmeVu90rTRZ+Y3hOOOHww3US6q94H0zMD/5dLVv6JN/Trxnl/fv4lw1b4TZcdEwLlZXsVnSMeQscUTHR2ldyYDSRySvBppdXwZ6CtSzOVgn+2rVrVVhYqMWLFysmJkbdu3fXnXfeqenTp+u8887Td999p5dfflmxsbE6+eST9dlnn+m1117TXXfdpUWLFum0007TzTffLEmaNm2azj77bGVnZ6t///6aN2+eRowYoQEDBkiSpkyZouuvv1733nuvYmJirHzaOFY1NdLuUjl21d9UWddW8ODKd/168AaS72DmTb4PrfE+9Mj5g5sxFdsyeFa+DRESFip3rUshYYE/vKjJGbzhr1PyqSor3atOyQa2yFTwJhv+wEm2CEbBWhZnqwS/W7dumjt3rk/C7XA45HQ6lZubq9NP///27j04yvL++/hnk81hCZgQknAKB7GQiQnlEBNEQFDx0RYHGU/TqUXnQeqpINPKBDBFoVZRhIexgLXYgVrTUnmk7WP6h/Ir+BNbiULkECBQKD/cISYkIUAScthNss8fSbbccgq6yX3vxfs1k7lgNwnf5WLJZ6/9Xtd9o3r2/M9GzKysLO3atUuStHfvXmVnZwfv83g8ysjI0O7duzVu3DgVFxfrqaeeCt4/evRotbS0qKSkRDfddFM3PLprREf4rjovdLevgF9wqfn2fvAX/P7/fH3fd+2rvZMC8fEXXFwnkPSfFe/zg/n/WfCSfJFuyeVilTvMJA3sp4ovS5U0sJ/dpYTc4BuHq+7sWQ2+cbjdpYRcdVmFGmrrVF1WYXcpXcKpYSMUuJItnMipbXFhFfATExN1yy23BH/f2tqq/Px8ZWVlqbKyUikp1ktz9+nTR+Xl5ZJ0yftPnjypmpoaNTU1We53u91KSEgIfv01we9vC9tV57WdVJ+34n3qIm0n54fvMBBISLBeTr5jxbtPnwsvOd8nsctXvn3uqC773sA35T14pO1qqAeP2F1KyJkeEhP7p6j8uFeJ/VOu/MlhxvQDJYBQCquA/3XLli1TSUmJ3nvvPW3YsEFRUdawFB0dLX97AG1oaFB0dPQF9/t8PjW2b0y81P1Xsnr1aq1Zs0aS9JOnn9Yz8+Z948f0TRz48L+lJS9oSNM59Wz2SVVVbR9hFr7Vu7eUlNT2kZzc9pGUpC1//iB40Z2Hf7PiP/f37HnV4dvV/uFEMSmJdpfQZUx8bBVflgZH0x5fhfdEcDTtsY2efqdGT7/T7jK6zJlTp1V/tlZnTp02bu6uBabO2f7/3qG9Wz7WqP81WZlTxttdTkgdKCzS0Z17JMlR/7eEZcAPBAJ66aWXtHHjRr3++usaPny4YmJiVFdXZ/k8n8+n2NhYSVJMTMwFYd3n8ykhIUExMTHB31/q6y9n7ty5mjt3riSpqaK62zc31S1foXGF27v0zwgkJFg2Vnb0eCspydrz3SdJSuoj9YgL2cr3jqLjwV83Df1O2y8a/FKDIVdIbWfiprgOJj82yezHZ9pjM32jZk1FZXA0be5MF5OSaOyc7f7b34OtY8NvTLO7nJDqaM3JuDmr2+fvci8Iwy7gt7a2Ki8vTwUFBVq1apWmTp0qSerbt68OHTpk+dyqqiolJycH76+srLzg/uHDhwdDflVVlUaMaNt41dzcrDNnzlzQ1uNEPWb9bx0v/VJJEQF5hgwO9ngr6cKeb/VJDGn47g4RkZFqbWlRRKSBmxkBdKstv/uTGmrPqezYcSMDftWJcssIOIHJrXFOPbkq7AL+K6+8ooKCAq1evVq33XZb8PZRo0bpN7/5jerr64Nn1xcVFWn06NHB+zs23EptLTsHDx7UU089pYiICI0cOVJFRUXBHv89e/YoMjJS6enp3fjovpkRd94m3dn2d9Fscy1dobW1xTIC6GIuV9uxtGG0ENBZDbXnLKNpklLbN3+nmrf5G0DnOfda6RexZ88evf3223rmmWeUmZmpysrK4EdOTo4GDBighQsX6siRI1q3bp327t2rBx98UJJ0//33a+/evfr1r3+to0ePKi8vTwMGDND48W29YD/84Q+1fv16bdmyRcXFxVq6dKnuv/9+jsh0AoMvKAQ4khOvPYHOMfiIU4SvjtOdircX2l3KNSOsVvA//PBDSdLKlSu1cuVKy30HDhzQG2+8oby8PN13330aPHiw1qxZo9TUVElSamqqVq9erWXLlunNN9/UqFGj9MYbbyii/ZL006ZNU2lpqZYsWSKfz6c777xTCxcu7N4H+A2Z3lMKoHuZ3BYX26uHGmvrFdvLvIt4SZJcAesIOIDJLTpOFVYBf8GCBVqwYMEl7x8yZIjy8/Mvef/kyZM1efLkS97/+OOP6/HHH/9WNdphx/sfqOLLUtWdOUPABxAC5r5tFhUTo8baekW1H65gmp4J8aoqLVfPhHi7S8FVMPkCZRJHnNohrFp0cHGN5xosIwB8G60trZbRJHWnz1pG05Qd86q1uUVlx7x2lxJyJYVF2rR8rUoKi+wuJeSKtxfq6M49tLAgZMJqBR8XFxvnUU1V22gid2y0mht9csdGX/mTAeAyXGp7X8LUDvVeifFqqK1Tr0TzVvA7+rglGbca7NSroSJ8EfANMH763cEefBM1N/osIwB8U9GeWDXW1Svac+VrnISjMyerLKNJEvunqOzYl8ZepdeJRy0ifBHwDWB6b5srwqVAa0CuCFPX3AB0l2Z/s2U0TWv7yUetBp6A5D14RA21dfIePGJ3KYDj0YMPx4tpbz2KMbQFCXCajhfTJr6obm7yWUbTBNr3TQQM3D/BCUFA5xHwDWDyxiNJaqytt4wAulagNWAZET56xPeyjCYZP/1uDRuVofHT77a7FMDxaNExgMkbjwAAnZec2l/nztYoObW/3aXgKph+TCbX6+l+BHwDcAEJAOgc0y90ZfIxmSYvZnU8tlaf37jHJpk9d05FwDeA6ZtsASBUruudqMbael3XO9HuUrpExoRsHdyxSzeOv8nuUkLO7MWsgCLckTLx4nKS2XPn1HdfCPgG4K0vAKEUERmh1pZWRUSat01r/L13GX2s8NSZD2ras09w3GKYOXH432ptbtGJw/+2u5QuYfJCpFPffSHgG4C3vgCEkslXsjWdU1cTQ8Hkn3UxcT3ka2xSTJyZrWMmc+pFygj4BjD54h8AEEo73v9AFV+Wqu7MGeNCouTc1cRQMLnN4/Yf3hd8YYbw4tSLlBHwDVBdVqGG2jpVl1XYXQoAOFrjuQbLaBqnriaGQvH2HTq+/7CkgHEvXpwaEhG+CPgGMHlVAwBCKdC+iTFg6GZGk4Pi8f2H1drS0h7yAWdwaluceTuoAAC4BNOvZLtp+Rq9+L2HtWn5GrtLCbmhmWmKiIzU0Mw0u0sBgoq3F+rozj0q3l5odykWrOAbwOSNRwBs4FLbaX0uuwsJvcZz9ZbRNCavcj+UO8fuEoALOLUtjoBvAFp0AISSy+VSIBCQy2Vgwne1v3ox8bFJSkrtp4ovS5WU2s/uUnAVnNrmgStzalscAd8AJp8vCwCh1Kt3gmqqqtWrd4LdpXSNgMs6IiyYfPoR7EHABwBYuKOj5G/0yR0dZXcpIZc0sJ/qTp9V0kBDV7hdAeuIsODUNg+ELwK+ATYtX6Pj+w9raGYaPYoAvjV/o88ymqTsmFetLS0qO+a1u5QuMX763ZynHoac2uYRKiWFRcErSPMORffgFB0DmLypCgBCqVdivGUE0PU6WpCcdtKMyVjBN8DQzLTgCj4A4NJqq89aRtPQyw0n4jCQ7kfANwBtOYANIlxSa6BtNExklFst/mZFRpn3I6L/sME6vv+w+g8bbHcpXSKxf4rKj3uV2D/F7lJwFf7+zv/VwR27dOP4mzR15oN2lxNyHAbS/WjRAYBvojVgHQ3S0txsGc3iUmtLi4w85F9SdVmF6s/Wqrqswu5ScBUO/HOn6s/W6sA/d9pdCgxh3vIMAODbCXxtNIjprQKcxhKeMiZkB1fwgVAg4MPxbrr7Nv7jA7qTwVeyLd6+o/1AgoCRLQMmn8Zi8kksU2c+qGnPPmHkvMEeBHw4XnXZSTWeq1d12Um7SwGuDQav4P9PcYkCrQH9T3GJ3aXgKnVsIJZkXMAHQo2AD8c7tvegZQSAbyoyOkrNjT5FGngRL6n9uigHDmtohnnXRTG9vQoIJQI+AOCakZiSogrvCSWmmHnKjMnXReEkFqDzOEXHACWFRdq0fK1KCovsLgW4dnQcj2ngMZnB3nsDH1rP3tcpIjJSPXtfZ3cpXWJoZpoi3JFcFwW4xrGCbwDT+xIj3W61NDcr0m3gP1eDNzMaz+BjMnsl9lbtqdPqldjb7lJCruyYV60tLSo75rW7lC7xUO4cxaQkslkTuMaxgm+AkbferGGjMoztSxwzdZJ6xPfSmKmT7C4l5KJjYiyjSWJ7xVlGhBGDV/AzJmTL06unMiZk210KAHQZA5dErz30JYYvv89nGU1icEY0nqt91lwGzt7UmQ8aeaVQADgfK/hwvC/+62PVn63VF//1sd2lhJzL5bKMJvE1NFpG07jae+9dBvbg+xobLSMAILwQ8OF4rS2tltEk0T1iLaNJojyxltE07uhoy2gSf6PPMgJOwIESQOcR8OF4KUMGWkajGHxBoVZ/s2U0zaC0GxQRGalBaTfYXUrIRXmiLSPgBB0HShRvL7S7FMDx6ME3gMmX75akmurTltEkjecaLKNJfI1NltE0lSfK1NrSosoTZXaXEnJR0TFqVL2ios3b/I3wxYWugM4j4BvA9GMym9rDb5OBIViBgHVE2Kg/W2MZTWLy5m/TF0RMxoESQOcR8A1g+qpG8qABqviyVMmDBthdSuhFuNrOUTdwo6bpoj2xaqg9p2gD9xj42zdG+w3cIG36gggASAR8I5i+qtFwrt4yGsXgiyWZrldighpqz6lXYoLdpYRcXEK8aqqqFZcQb3cpIWf6gggASAR8hIHaU6ctI8KDOzZazY0+uWPN3Kg5OH2EaqvPanD6CLtLCbkRN43SwR27NOKmUXaXEnKmL4gAgMQpOggHBp80YzJPXJxlNI334BE11NbJe/CI3aWEXHVZherP1qq6rMLuUkKOoxYBXAtYwYfj9Urqrdqq0+qV1NvuUkIu0h2pluYWRboj7S4l5JraW6qaTGytktRQf84ymmTkrTcrIjpKGQaudNODD+BaQMCH4zU3+S2jSfoM7KeKL0vVZ2A/u0sJOV+TzzKaxtMjTrU6LU8P896hSL85S6On36mmimq7Swk5evABXAto0YHj9R82WBHuSPUfNtjuUkJu/PS7NWxUhsZPv9vuUkJu2HfTFeGO1LDvpttdSpcYf+9dbXN37112lxJyJYVF+sNzr9DGAgBhihV8hAGXWptbJJl3lGTx9h06vv+wpIBx7QIP5c5RTEqikavAptvyuz+pofacSg8dMe7fJS06AK4FBHw4XmL/FJUf9yqxf4rdpYTcsX0lUiDQNhqmpLBIBwqLlGHoqSUmB8WGunrLaBJadABcCwj4cDyTT/Tw9Oyhhtpz8vTsYXcpIbfj/Q9U8WWpaioqjQvAktlBcdh303X8wGENzUizuxQABuAK0t2PgA/HM/lEj4wJOTrwz53KmJBtdykhZ/IqsER7Vbgy+Z0XwKl43nU/Aj4cz+QTPUw+S910x/cfVmtLS3vIN4vJ7VUmv/MCOBXPu+5HwAdsZPJZ6p64ONWeOm3sha6GZqbp+P7DGpppXhtLx2pbq89vXMDnSrZA9+N51/0I+ICNmtvPiG828Kz4wTcOV93Zsxp843C7S+kSI28dL8ll5IqUyW1x9AIDuBYQ8A3AD6zw1exvtowm8R48ovqztca2H+34fx+qwntCdafPGve8M7ktzvReYJPbqwAncupzjoBvAH5gha9RU24xd5Otwe1HkiRXwDoaxOTnnOm9wCa3VwFO5NTnHAHfAPzACl9TZz6oqTMftLuMLuHpEadanZanh5k9+OOn3x1858w0Jj/nTO8FNrm9CnAipz7nCPhwPKc+eXB54++9K7gKjPDCcy58mdxeBTiRU59zBHwDmN6ig/Dk1P/0QsXk553pcwcApiPgG4AWnfDFBunwldg/RWXHvlRi/xS7SwEAwIKAbwB6SsOXyavApqsuq1BDbZ2qyyrsLgUAAAsCPhzP5HYB0999MRlzBwBwKgI+YCPT330xGXMHAHCqCLsLAAAAABA6BHwAAADAIAR8AAAAwCAEfAAAAMAgBHwAAADAIAR8AAAAwCAEfAAAAMAgnIMPALAoKSzSgcIiZXDWPwCEJQI+AMCieHuhju09oFafn4APAGGIgA8AsBh5682KiI5SBuEeAMISAR8AYJF+c5ZGT79TTRXVdpcCAPgG2GRrgJLCIm1avlYlhUV2lwIAAACbsYJvgI5+WUn0ywIAAFzjWME3QGL/FHl69VRi/xS7SwEAAIDNCPjn8fl8Wrx4sbKzszVhwgS99dZbdpfUKdVlFWqorVN1WYXdpQAAAMBmtOicZ/ny5dq9e7c2bNig8vJy5ebmasCAAZo2bZrdpV3WyFtvtowAAAC4dhHw29XX12vTpk168803lZmZqczMTM2ePVv5+fmOD/jpXIwGAAAA7WjRaXfo0CH5fD5lZf0nKGdlZam4uFjNzc02VgYAAAB0HgG/XWVlpeLj4xUTExO8LSkpSX6/X9XVnAUNAACA8ECLTruGhgZFR0dbbuv4vc/nu+zXrl69WmvWrJEk/eTpp/XMvHldU+Q1LiYl0e4S8A0wb+GLuQtfzF14Yt7Cl9PmjoDfLiYm5oIg3/F7j8dz2a+dO3eu5s6dK0lqqqjm6o9dICYlkb/XMMS8hS/mLnwxd+GJeQtfds3d5V5U0KLTrm/fvqqpqbGE/MrKSkVHRys+Pt7GygAAAIDOI+C3S09PV1RUlHbv3h28raioSBkZGXK7eaMDAAAA4YGA387j8WjGjBlaunSp9u3bp61bt2r9+vV65JFH7C4NAAAA6DSWps+zaNEiLVmyRI8++qji4uL0k5/8RN///vftLgsAAADoNFcgEAjYXYRJ2CDTNdh8FJ6Yt/DF3IUv5i48MW/hi022AAAAALoUAR8AAAAwCAEfAAAAMAgBHwAAADAIAR8AAAAwCAEfAAAAMAgBHwAAADAI5+AjLKxevVpz5861uwxcJeYtfDF34Yu5C0/MW/hy4twR8BEW0tLSdPjwYbvLwFVi3sIXcxe+mLvwxLyFLyfOHS06AAAAgEEI+AAAAIBBIpcsWbLE7iKAzhg3bpzdJeAbYN7CF3MXvpi78MS8hS+nzR09+AAAAIBBaNEBAAAADELABwAAAAxCwAcAAAAMQsAHAAAADELABwAAAAxCwAcAAAAMQsCHY/l8Pi1evFjZ2dmaMGGC3nrrLbtLQid5vV49+eSTys7O1q233qpXXnlFTU1NdpeFq5CXl6eZM2faXQY6ye/3a9myZRo3bpzGjRunF154QT6fz+6y0Alnz57V/PnzlZOTo0mTJmnFihVqaWmxuyxchs/n0z333KNPP/00eNuZM2f0zDPPaOzYsbr99tv1l7/8xcYKJbetfzpwGcuXL9fu3bu1YcMGlZeXKzc3VwMGDNC0adPsLg2X4fP59OSTT+o73/mO/vSnP+nUqVN67rnnJEkLFy60uTp0xo4dO/Tee+8pJyfH7lLQScuXL9fWrVv1xhtvyOVyaf78+Vq7dq1++tOf2l0armDp0qWqrKxUfn6+qqurNX/+fCUkJGj27Nl2l4aLaGpq0rPPPqsjR45Ybl+4cKHq6+u1ceNGFRcX6/nnn9eQIUM0duxYW+pkBR+OVF9fr02bNum5555TZmampk6dqtmzZys/P9/u0nAF+/btk9fr1bJly3TDDTcoJydH8+bNU0FBgd2loRPq6+u1ePFi234o4erV1NRo48aNevHFF5WVlaWxY8dqzpw5OnDggN2loRM+/vhjPfrooxoxYoRuvvlm3XPPPSosLLS7LFzE0aNH9dBDD8nr9Vpu93q9+uijj/Tiiy8qLS1NDzzwgKZPn64//vGPNlVKwIdDHTp0SD6fT1lZWcHbsrKyVFxcrObmZhsrw5UMGzZM69atU1xcXPA2l8tFu0CYWLVqlXJycli9DyNFRUWKjY3VLbfcErztvvvu029/+1sbq0JnJSQk6P3331dDQ4NOnjypTz75RBkZGXaXhYvYtWuXJkyYoHfffddy+969e5WcnKwhQ4YEb8vKytKePXu6u8QgAj4cqbKyUvHx8YqJiQnelpSUJL/fr+rqahsrw5UkJiZagkZra6vy8/MtL9bgTLt379YHH3ygBQsW2F0KroLX69XAgQP1t7/9TdOmTdNtt92mV199lRfVYeKFF17Q559/rrFjx+rWW29VUlKS5s6da3dZuIgf/OAHys3NlcfjsdxeWVmplJQUy219+vRReXl5d5ZnQcCHIzU0NCg6OtpyW8fv+aEVXpYtW6aSkhI9++yzdpeCy/D5fMrLy9Nzzz2n+Ph4u8vBVTh37pxOnDih/Px8LV26VEuWLNGHH36o1157ze7S0Aler1c33nij8vPztW7dOpWWlurVV1+1uyxchUtlFr/fr0AgYEtNbLKFI8XExFwQ5Dt+//VXznCmQCCgl156SRs3btTrr7+u4cOH210SLmPt2rUaMmSIvve979ldCq6S2+1WXV2dXnvtNQ0ePFiSlJubq9zcXC1atEgREazlOZXX69XLL7+sbdu2qV+/fpLafv7NmjVLTzzxhJKSkmyuEJ1xqcwSGxsrl8tlS00EfDhS3759VVNTI5/PF3xVXFlZqejoaFYXw0Bra6vy8vJUUFCgVatWaerUqXaXhCsoKChQZWWlxowZI6nt2MWWlhaNGTNGu3fvtrk6XE5KSorcbncw3EvS9ddfr6amJlVXVxMSHWz//v2Ki4sLhntJyszMVEtLi7766ivmLkz07dtXVVVVltuqqqqUnJxsU0UEfDhUenq6oqKitHv3bo0bN05S20ayjIwMud38s3W6V155RQUFBVq9erVuu+02u8tBJ7zzzjuWDey/+93vtH//fq1YscLGqtAZo0ePVnNzsw4fPqy0tDRJ0r///W/FxcUpISHB5upwOSkpKaqpqVFZWZn69+8vqW3uJCk1NdXO0nAVRo8erZMnT+rEiRPBeSsqKtKoUaNsq4n37eBIHo9HM2bM0NKlS7Vv3z5t3bpV69ev1yOPPGJ3abiCPXv26O2339YzzzyjzMxMVVZWBj/gXAOZhJg2AAAGjklEQVQHDtSQIUOCH9ddd51iY2Mtp0LAmYYOHao77rhDixYt0v79+7Vr1y6tWLFCDz30EAsiDjd69Gilp6dr0aJFOnTokPbs2aPFixfr3nvvVWJiot3loZMGDRqkiRMnasGCBTp06JA2b96sgoIC/ehHP7KtJlfAru5/4AoaGhq0ZMkSbdmyRXFxcZo1a5ZmzZpld1m4gldffVXr16+/6H0HDhwgcISJVatW6YsvvtA777xjdynohLq6Or300kvasmWL3G63ZsyYofnz5ysqKsru0nAFJ0+e1Msvv6zCwkJFRUXp7rvv1vz58xUbG2t3abiMtLQ0bdiwIXhq3KlTp5SXl6dPP/1USUlJmjdvnu69917b6iPgAwAAAAahRQcAAAAwCAEfAAAAMAgBHwAAADAIAR8AAAAwCAEfAAAAMAgBHwAAADAIAR8AAAAwCAEfAAAAMAgBHwAAADAIAR8AAAAwCAEfAAAAMAgBHwAAADAIAR8AAAAwCAEfAAAAMAgBHwAAADAIAR8AAAAwCAEfAAAAMAgBHwAAADAIAR8AAAAwCAEfAAAAMAgBHwAAADAIAR8AcNVaW1vtLgEAcAkEfABAp9XU1OgXv/iF3n///eBtCxcuVFpamhYuXHjV32/btm266667lJmZqSlTpujQoUNKS0tTWlqaPvvss1CWDgDXDLfdBQAAwsfDDz+sf/3rX8rMzAzJ93vhhRdUUVEht9uthoYGJSYmhuT7AsC1jIAPAOi0c+fOhfT7VVZWSpLWrl2rKVOmhPR7A8C1ihYdAIBuv/12paWl6dNPP9XixYt10003KScnR7/85S/l9/uDn1NaWipJWrRokW6//fYLvs/vf/97TZ48WaNGjdLTTz+tqqqqi/55n332mdLS0hQIBCRJTzzxhGbOnHnJ+k6ePKlFixZpwoQJGjlypGbMmKGCgoILPm/Pnj2aPXu2srOzNWbMGD322GPat29f8P4TJ04oLS1NI0eO1ObNmzVx4kRNmjRJx48f7/TfFQA4HSv4AICgn//856qoqFBERISampr0zjvv6Prrr9fDDz+s5ORklZeXq6WlRfHx8UpOTrZ87bZt2/TXv/5VPXr0UGNjo7Zu3SqPx6OVK1de8OdER0erb9++OnnypCSpd+/e6t2790VrOnXqlB544AFVVFTI5XLJ4/GopKRE8+fPV3l5uX784x9LkgoLCzV79mz5/X5FRUVJkv7xj3/o888/1/r165WdnR38nn6/X88//7w8Ho969eqlIUOGhOTvDwCcgBV8AEBQbGysPv74YxUWFmrEiBGS2kKyJL377rvq16+fpLaNte+++67laxsbG7V582YVFRXp0UcflSRt3779on/OmDFjLPe9/vrr+tWvfnXRz129erUqKiqUmpqqv//97/riiy80b9684NeVl5dLkl588UX5/X5NmTJFO3fu1M6dOzVlyhT5fD4tWbLE8j0DgYCmT5+uXbt2afPmzXK5XFfz1wQAjkbABwAEzZgxQ3369FGPHj00ceJESZ3vu8/JyVFGRoZcLlfwa+vq6r51TR999JEk6bHHHlNqaqpcLpeefPJJJScny+/365NPPpHX69XRo0clSbm5ufJ4PPJ4PMrNzZUkHT16VF6v1/J9p0+fLkls7AVgHAI+ACDo/DYZj8cjScE++Ss5PyjHxMRICs15+adOnZIkpaamBm+LiIjQgAEDgvd3fM7XP+/8X399P8DXW4wAwBQEfABAUGRkZPDXV9u2EhHRNT9SkpKSJCm4wVdqe+Hw1VdfBe/v+BypbSPtxX799UDf8SIEAExDwAcAdJrb3XY2Q11dnZqbm7vlz+xo91m/fr1KS0sVCAS0bt06VVZWKioqSpMmTdKgQYOCG2VXrFihhoYGNTY2asWKFZKkESNGaNCgQZbvS989AFMR8AEAnTZw4EBJ0vLly7vt3Po5c+aoT58+8nq9uuOOOzR27FitWrVKkvSzn/1Mffv2lSTl5eUpMjJS27ZtU05OjrKzs7Vt2zbFxMRcsMkWAExGwAcAdNqcOXN0ww03yOVyqXfv3t2yit+vXz/9+c9/1n333aekpCT5/X6lp6dr5cqVmjVrVvDzJk+erPz8fE2aNEkxMTFyu92aOHGi/vCHPygrK6vL6wQAp3AFOrt7CgAAAIDjsYIPAAAAGISADwAAABiEgA8AAAAYhIAPAAAAGISADwAAABiEgA8AAAAYhIAPAAAAGISADwAAABjk/wM2s0cs0q+GeAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(12,8))\n", + "ax = fig.add_subplot(111)\n", + "ax.set_facecolor((0.933+0.04,0.8745+0.04,0.89+0.04)) ## white background\n", + "\n", + "ax.tick_params(axis='both', labelsize=14)\n", + "\n", + "plt.scatter(X, Y, s=5, color=(0.502, 0.266,0.341))\n", + "plt.plot(X, Y_pred, color='red')\n", + "\n", + "\n", + "plt.xlabel('nth floor', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad=20) \n", + "plt.ylabel('price in CHF', fontsize ='16', fontweight='bold', fontname=\"Arial\", labelpad = 20)\n", + "plt.legend(['regression line', 'sample'],fontsize ='14',frameon= True, facecolor='white')\n", + "plt.savefig('./Figures/fig4_price_floor.png', bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4.2 Multivariate Regression" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.linear_model import LinearRegression" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1446" + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_corr=ds[(ds['price'].isna()==False) & (ds['size'].isna()==False)& (ds['rooms'].isna()==False)& (ds['floor'].isna()==False) & (ds['price']<= 10000)& (ds['floor']<= 10)]\n", + "ds_corr.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Intercept: 359.5001431615524\n", + "Coef: [22.73056022 5.7523902 19.56878744]\n" + ] + } + ], + "source": [ + "Y = ds_corr['price']\n", + "X = ds_corr[['size', 'rooms','floor']]\n", + "lm = LinearRegression()\n", + "model = lm.fit(X,Y)\n", + "\n", + "print(\"Intercept: \", lm.intercept_)\n", + "print(\"Coef: \", lm.coef_)\n", + "\n", + "predictions = lm.predict(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [], + "source": [ + "import statsmodels.api as sm\n", + "from scipy import stats" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: price R-squared: 0.597\n", + "Model: OLS Adj. R-squared: 0.597\n", + "Method: Least Squares F-statistic: 713.1\n", + "Date: Fri, 28 Feb 2020 Prob (F-statistic): 3.27e-284\n", + "Time: 10:54:27 Log-Likelihood: -11537.\n", + "No. Observations: 1446 AIC: 2.308e+04\n", + "Df Residuals: 1442 BIC: 2.310e+04\n", + "Df Model: 3 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 359.5001 53.119 6.768 0.000 255.302 463.699\n", + "size 22.7306 0.859 26.454 0.000 21.045 24.416\n", + "rooms 5.7524 25.233 0.228 0.820 -43.745 55.250\n", + "floor 19.5688 9.846 1.987 0.047 0.254 38.884\n", + "==============================================================================\n", + "Omnibus: 466.986 Durbin-Watson: 1.415\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 2501.163\n", + "Skew: 1.408 Prob(JB): 0.00\n", + "Kurtosis: 8.795 Cond. No. 258.\n", + "==============================================================================\n", + "\n", + "Warnings:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\haenni\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\numpy\\core\\fromnumeric.py:2389: FutureWarning: Method .ptp is deprecated and will be removed in a future version. Use numpy.ptp instead.\n", + " return ptp(axis=axis, out=out, **kwargs)\n" + ] + } + ], + "source": [ + "X2 = sm.add_constant(X)\n", + "est = sm.OLS(Y, X2)\n", + "est2 = est.fit()\n", + "print(est2.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5.extra" + ] + }, + { + "cell_type": "code", + "execution_count": 471, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['object_type', 'price', 'price_wo_extras', 'extras', 'size', 'rooms',\n", + " 'floor', 'moovIn', 'balcony', 'lift', 'public_transport', 'shopping',\n", + " 'rating', 'adress', 'publication_date', 'city', 'DateofScrapping',\n", + " 'age', 'parking_out', 'pets_allowed', 'tv', 'kids_ok', 'KG', 'PS', 'SS',\n", + " 'highway', 'parking_in'],\n", + " dtype='object')" + ] + }, + "execution_count": 471, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 477, + "metadata": {}, + "outputs": [], + "source": [ + "counts=ds[['balcony', 'lift', 'public_transport', 'shopping', 'parking_out', 'pets_allowed', 'tv', 'kids_ok', 'KG', 'PS', 'SS','highway', 'parking_in']].count()" + ] + }, + { + "cell_type": "code", + "execution_count": 482, + "metadata": {}, + "outputs": [], + "source": [ + "counts.to_csv('./Data/counts.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 480, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "balcony 1172\n", + "lift 879\n", + "public_transport 977\n", + "shopping 964\n", + "parking_out 356\n", + "pets_allowed 440\n", + "tv 906\n", + "kids_ok 363\n", + "KG 586\n", + "PS 599\n", + "SS 390\n", + "highway 411\n", + "parking_in 458\n", + "dtype: int64" + ] + }, + "execution_count": 480, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/Backup_scripts/comparis_scrapping.ipynb b/your-project/Backup_scripts/comparis_scrapping.ipynb new file mode 100644 index 0000000..e13bb6e --- /dev/null +++ b/your-project/Backup_scripts/comparis_scrapping.ipynb @@ -0,0 +1,3772 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Web Scrapping Comparis" + ] + }, + { + "cell_type": "code", + "execution_count": 212, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "from selenium import webdriver\n", + "from selenium.webdriver.common.keys import Keys\n", + "from selenium.webdriver.common.action_chains import ActionChains\n", + "from selenium.webdriver.chrome.options import Options\n", + "from getpass import getpass\n", + "import csv\n", + "import requests\n", + "from bs4 import BeautifulSoup\n", + "import re\n", + "import pandas as pd\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Get the links --> Runde 2 with selenium" + ] + }, + { + "cell_type": "code", + "execution_count": 322, + "metadata": {}, + "outputs": [], + "source": [ + "wdpath = \"chromedriver\"\n", + "driver = webdriver.Chrome(wdpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 323, + "metadata": {}, + "outputs": [], + "source": [ + "## for page 1\n", + "#### change city\n", + "url=\"https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2\"\n", + "driver.get(url)" + ] + }, + { + "cell_type": "code", + "execution_count": 324, + "metadata": {}, + "outputs": [], + "source": [ + "driver.execute_script(\"document.body.style.zoom = '0.1'\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 303, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 325, + "metadata": {}, + "outputs": [], + "source": [ + "flats_link = driver.find_elements_by_class_name(\"excbu0j3\")" + ] + }, + { + "cell_type": "code", + "execution_count": 326, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%223%22%2C%22RoomsTo%22%3A%223.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%222%22%2C%22RoomsTo%22%3A%222.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=1',\n", + " 'https://www.snapchat.com/add/comparis.ch',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=78',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B16%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%221%22%2C%22RoomsTo%22%3A%221.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/ueber-comparis',\n", + " 'https://www.comparis.ch/comparis/karriere/jobs',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten',\n", + " 'https://twitter.com/comparis',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=5',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014335',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/kirchenfeld/wohnung/mieten',\n", + " 'https://www.comparis.ch/wohnen',\n", + " 'https://www.youtube.com/comparis',\n", + " 'https://www.comparis.ch/comparis/newsletter/subscribe',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B3%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=3',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.comparis.ch/comparis/info/privacy',\n", + " 'https://www.comparis.ch/immobilien/result/favoritelist',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3Anull%2C%22RoomsFrom%22%3A%224%22%2C%22RoomsTo%22%3A%224.5%22%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B2%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/comparis/press/default',\n", + " 'https://www.comparis.ch/',\n", + " 'https://www.linkedin.com/company/comparis.ch-ag',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/lorraine/wohnung/mieten',\n", + " 'https://www.comparis.ch/comparis/info/kontakt',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=4',\n", + " 'https://www.comparis.ch/comparis/info/legal',\n", + " 'https://en.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " None,\n", + " 'https://it.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/Authentication/Login?successUrl=/immobilien/marktplatz/bern/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B13%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.facebook.com/comparis.ch',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B17%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/comparis/press/impressum',\n", + " 'https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A0%2C%22RootPropertyTypes%22%3A%5B26%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3A%22500%22%2C%22PriceTo%22%3A%221300%22%2C%22ComparisPointsMin%22%3A0%2C%22AdAgeMax%22%3A0%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Afalse%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3Anull%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&sort=11',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/weissenbuehl/wohnung/mieten',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014336',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2#top',\n", + " 'https://www.comparis.ch/magazin',\n", + " 'https://www.instagram.com/comparis_ch/',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://fr.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2']" + ] + }, + "execution_count": 326, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + "flat_links" + ] + }, + { + "cell_type": "code", + "execution_count": 327, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23014335',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016559',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016600',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014346',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014336',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014342',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23016606',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23018295',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014339',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23014344']" + ] + }, + "execution_count": 327, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "links = list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + "\n", + "links" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.2. get number of result pages" + ] + }, + { + "cell_type": "code", + "execution_count": 328, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "78" + ] + }, + "execution_count": 328, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#amount of links\n", + "nr = list(set([x[-3:] if len(str(re.findall('page', str(x))))>=3 else 0 for x in flat_links]))[0:]\n", + "\n", + "\n", + "nrlis = [\"\".join(re.findall('[0-9]', str(x))) for x in nr]\n", + "resultpages=int(max(nrlis))\n", + "resultpages\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1.3 loop for all pages" + ] + }, + { + "cell_type": "code", + "execution_count": 334, + "metadata": {}, + "outputs": [ + { + "ename": "ProtocolError", + "evalue": "('Connection aborted.', ConnectionResetError(10054, 'Eine vorhandene Verbindung wurde vom Remotehost geschlossen', None, 10054, None))", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mConnectionResetError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36murlopen\u001b[1;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[0;32m 599\u001b[0m \u001b[0mbody\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mbody\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mheaders\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mheaders\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 600\u001b[1;33m chunked=chunked)\n\u001b[0m\u001b[0;32m 601\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36m_make_request\u001b[1;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[0;32m 383\u001b[0m \u001b[1;31m# otherwise it looks like a programming error was the cause.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 384\u001b[1;33m \u001b[0msix\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mraise_from\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0me\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 385\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mSocketTimeout\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mBaseSSLError\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mSocketError\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\packages\\six.py\u001b[0m in \u001b[0;36mraise_from\u001b[1;34m(value, from_value)\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36m_make_request\u001b[1;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[0;32m 379\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 380\u001b[1;33m \u001b[0mhttplib_response\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mconn\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgetresponse\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 381\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36mgetresponse\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1335\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1336\u001b[1;33m \u001b[0mresponse\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbegin\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1337\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mConnectionError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36mbegin\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 305\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 306\u001b[1;33m \u001b[0mversion\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mstatus\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreason\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_read_status\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 307\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mstatus\u001b[0m \u001b[1;33m!=\u001b[0m \u001b[0mCONTINUE\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36m_read_status\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 266\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_read_status\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 267\u001b[1;33m \u001b[0mline\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreadline\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m_MAXLINE\u001b[0m \u001b[1;33m+\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"iso-8859-1\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 268\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mline\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m>\u001b[0m \u001b[0m_MAXLINE\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + 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chunked, body_pos, **response_kw)\u001b[0m\n\u001b[0;32m 636\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 637\u001b[0m retries = retries.increment(method, url, error=e, _pool=self,\n\u001b[1;32m--> 638\u001b[1;33m _stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[0;32m 639\u001b[0m \u001b[0mretries\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 640\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\util\\retry.py\u001b[0m in \u001b[0;36mincrement\u001b[1;34m(self, method, url, response, error, _pool, _stacktrace)\u001b[0m\n\u001b[0;32m 366\u001b[0m \u001b[1;31m# Read retry?\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 367\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mread\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mFalse\u001b[0m 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"\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\packages\\six.py\u001b[0m in \u001b[0;36mraise_from\u001b[1;34m(value, from_value)\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36m_make_request\u001b[1;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[0;32m 378\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;31m# Python 3\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 379\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 380\u001b[1;33m \u001b[0mhttplib_response\u001b[0m \u001b[1;33m=\u001b[0m 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\u001b[0mresponse\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbegin\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1337\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mConnectionError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1338\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mclose\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36mbegin\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 304\u001b[0m \u001b[1;31m# read until we get a non-100 response\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 305\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 306\u001b[1;33m \u001b[0mversion\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mstatus\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreason\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_read_status\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 307\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mstatus\u001b[0m \u001b[1;33m!=\u001b[0m \u001b[0mCONTINUE\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 308\u001b[0m \u001b[1;32mbreak\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36m_read_status\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 265\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 266\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_read_status\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 267\u001b[1;33m \u001b[0mline\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreadline\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m_MAXLINE\u001b[0m \u001b[1;33m+\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"iso-8859-1\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 268\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mline\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m>\u001b[0m \u001b[0m_MAXLINE\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 269\u001b[0m \u001b[1;32mraise\u001b[0m \u001b[0mLineTooLong\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"status line\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\socket.py\u001b[0m in \u001b[0;36mreadinto\u001b[1;34m(self, b)\u001b[0m\n\u001b[0;32m 587\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 588\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 589\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_sock\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrecv_into\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mb\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 590\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 591\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_timeout_occurred\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mProtocolError\u001b[0m: ('Connection aborted.', ConnectionResetError(10054, 'Eine vorhandene Verbindung wurde vom Remotehost geschlossen', None, 10054, None))" + ] + } + ], + "source": [ + "urlOhnePage = url[:-1]\n", + "for i in range(1, (resultpages-1)):\n", + " page_url = urlOhnePage + str(i)\n", + " driver.get(page_url)\n", + " driver.execute_script(\"document.body.style.zoom = '0.1'\")\n", + " time.sleep(2.34)\n", + " flats_link = driver.find_elements_by_class_name(\"excbu0j3\")\n", + " flat_links = list(set([flats.get_attribute('href') for flats in flats_link]))\n", + " lin= list(set([x if len(str(re.findall('https://www.comparis.ch/immobilien/marktplatz/details/show/', str(x))))>=3 else 0 for x in flat_links]))[1:]\n", + " for x in lin: \n", + " links.append(x)" + ] + }, + { + "cell_type": "code", + "execution_count": 333, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "'https://www.comparis.ch/immobilien/marktplatz/bern/wohnung/mieten?page=2'" + ] + }, + "execution_count": 333, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 335, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "110" + ] + }, + "execution_count": 335, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(links)" + ] + }, + { + "cell_type": "code", + "execution_count": 340, + "metadata": {}, + "outputs": [], + "source": [ + "linkBern = pd.DataFrame(links)\n", + "linkBern.to_csv('linksBern.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "city = 'Bern'\n", + "## url for Bern and only flats\n", + "url = \"https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A10%2C%22SiteId%22%3A-1%2C%22RootPropertyTypes%22%3A%5B1%5D%2C%22PropertyTypes%22%3A%5B%5D%2C%22RoomsFrom%22%3Anull%2C%22RoomsTo%22%3Anull%2C%22FloorSearchType%22%3A0%2C%22LivingSpaceFrom%22%3Anull%2C%22LivingSpaceTo%22%3Anull%2C%22PriceFrom%22%3Anull%2C%22PriceTo%22%3Anull%2C%22ComparisPointsMin%22%3A-1%2C%22AdAgeMax%22%3A-1%2C%22AdAgeInHoursMax%22%3Anull%2C%22Keyword%22%3A%22%22%2C%22WithImagesOnly%22%3Anull%2C%22WithPointsOnly%22%3Anull%2C%22Radius%22%3Anull%2C%22MinAvailableDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22MinChangeDate%22%3A%221753-01-01T00%3A00%3A00%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22Sort%22%3A11%2C%22HasBalcony%22%3Afalse%2C%22HasTerrace%22%3Afalse%2C%22HasFireplace%22%3Afalse%2C%22HasDishwasher%22%3Afalse%2C%22HasWashingMachine%22%3Afalse%2C%22HasLift%22%3Afalse%2C%22HasParking%22%3Afalse%2C%22PetsAllowed%22%3Afalse%2C%22MinergieCertified%22%3Afalse%2C%22WheelchairAccessible%22%3Afalse%2C%22LowerLeftLatitude%22%3Anull%2C%22LowerLeftLongitude%22%3Anull%2C%22UpperRightLatitude%22%3Anull%2C%22UpperRightLongitude%22%3Anull%7D&page=0\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.1 Get the Links from Page 1" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Wohnung mieten in Bern - Vergleiche 780 Inserate mit comparis.ch
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" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## get the soups\n", + "html = requests.get(url).content\n", + "html\n", + "\n", + "soup = BeautifulSoup(html, \"lxml\") # Check documentation to specify 'features'\n", + "soup.prettify()\n", + "soup" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "mieten in Bern - Vergleiche 780 Inserate mit comparis.ch\n" + ] + } + ], + "source": [ + "print(soup.title)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['/immobilien/marktplatz/details/show/23024420',\n", + " '/immobilien/marktplatz/details/show/23024399',\n", + " '/immobilien/marktplatz/details/show/23024131',\n", + " '/immobilien/marktplatz/details/show/23023616']" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "##get the links\n", + "#css-5snccb excbu0j0\n", + "link = []\n", + "\n", + "for div in soup.find_all('div', attrs = {'class':'css-5snccb excbu0j0'}):\n", + " for a in div.find_all('a'):\n", + " link.append(a.get('href'))\n", + "\n", + "link\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### backup" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['Filter',\n", + " '1.5 Zimmer, 30 m²',\n", + " '1 Zimmer, 45 m²',\n", + " '2.5 Zimmer, 59 m², 2. Etage',\n", + " '2.5 Zimmer, 802 m²']" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# titles of flats --not needed --> delete\n", + "h3=soup.find_all('h3') \n", + "\n", + "beschreibung = [element.text for element in h3]\n", + "beschreibung" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'table' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[0mprice\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0msoup\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfind_all\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'span'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mattrs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m{\u001b[0m\u001b[1;34m'class'\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;34m'css-19smxur excbu0j2'\u001b[0m\u001b[1;33m}\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[0mprice\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 4\u001b[1;33m \u001b[0mprices\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0melement\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtext\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0melement\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mtable\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 5\u001b[0m \u001b[0mprices\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mNameError\u001b[0m: name 'table' is not defined" + ] + } + ], + "source": [ + "## price --> just as backup\n", + "price = soup.find_all('span', attrs = {'class':'css-19smxur excbu0j2'})\n", + "price\n", + "prices = [element.text for element in table]\n", + "prices" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Detailed Infos for each flat " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.1 List of links?" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23024420',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024399',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024131',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023616']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "linkBern = [\"https://www.comparis.ch\"+l for l in link]\n", + "linkBern" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.2 Infos for one flat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.0 get soup" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "\n", + "\n", + "1½ Zimmer Wohnung in 3008 Bern – Immobilienmarkt von comparis.ch\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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    \n", + "
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Suchabo anlegen – Verpassen Sie kein neues Inserat!

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Bitte bestätigen Sie Ihre Newsletter-Anmeldung. Klicken Sie dazu auf den Link in der Ihnen eben zugeschickten E-Mail. \n", + "
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Renovierte 1.5-Zimmer-Wohnung

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Freiburgstr. 62, 3008 Bern

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Alternative zum Mietzinsdepot – Die Mietkaution\n", + "

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Details

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Beschreibung

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Zimmer Parkett, Entree Plattenboden, Einbauschränke, vom Wohnraum abgetrennte kleine Küche mit Granit, Glaskeramik, Mikrowellen-Grill etc., moderngestaltetes kleines Badezimmer, Fenster mit Isolationsverglasung, Abendsonne, Haustüre mit Schliessanlage, Nähe öffentlicher Verkehr, kein Balkon, kein Lift.
Die Liegenschaft ist umweltfreundlich isoliert.
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Services

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Mietkaution für dieses Objekt ab
ca. CHF 112 /Jahr

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Immobilienpreise
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Miet- und Kaufpreise aus Inseraten der letzten 5 Jahre.

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Umzugsratgeber
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Der Umzugsratgeber von Comparis führt Sie in fünf Schritten von der Planung bis in die neue Wohnung.

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Weitere Angebote

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23024420
cityBern
DateofScrapping26.02.2020
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" + ], + "text/plain": [ + " 23024420\n", + "city Bern\n", + "DateofScrapping 26.02.2020" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + "source" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.1 Adress and Date of Publication" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23024420
adressFreiburgstr. 62, 3008 Bern
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" + ], + "text/plain": [ + " 23024420\n", + "adress Freiburgstr. 62, 3008 Bern" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "###\n", + "\n", + "\"\"\"\n", + "

Riedbachstrasse 80, 3027 Bern

\n", + "\n", + "\"\"\"\n", + "adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + "if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + "else:\n", + " adress = {'adress': adress_soup[0].text}\n", + "adress\n", + "adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "adress" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23024420
publication_date26.02.2020
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" + ], + "text/plain": [ + " 23024420\n", + "publication_date 26.02.2020" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Date of Publication\n", + "\n", + "\"\"\"\n", + "
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    \n", + "
  • \n", + " Erstmals gefunden am 26.02.2020\n", + "
    • \n", + "
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23024420
ratingNaN
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" + ], + "text/plain": [ + " 23024420\n", + "rating NaN" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#### rating\n", + "\"\"\"\n", + "
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\n", + "\"\"\"\n", + "rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + "if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + "else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + "rating\n", + "rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "rating" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rating_soup" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2.2.4 Detailed overview (second smaller table)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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23024420
ObjektartWohnung
MietpreisproMonat890
Wohnfläche30
Zimmer1.5
Verfügbarab01.05.2020
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" + ], + "text/plain": [ + " 23024420\n", + "Objektart Wohnung\n", + "MietpreisproMonat 890\n", + "Wohnfläche 30\n", + "Zimmer 1.5\n", + "Verfügbarab 01.05.2020" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "infos_soup = soup2.find_all('dl')\n", + "\n", + "### Categorie name\n", + "info1=[]\n", + "for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + "\n", + "info1\n", + "\n", + "### actual info\n", + "\n", + "info2=[]\n", + "for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + "\n", + "info2\n", + "\n", + "info={}\n", + "for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + "\n", + "info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + "info\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### 2.6 to one column" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ds=pd.concat([info, rating, adress, publication_date, source])" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatWohnflächeZimmerVerfügbarabratingadresspublication_datecityDateofScrapping
23024420Wohnung890301.501.05.2020NaNFreiburgstr. 62, 3008 Bern26.02.2020Bern26.02.2020
\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat Wohnfläche Zimmer Verfügbarab rating \\\n", + "23024420 Wohnung 890 30 1.5 01.05.2020 NaN \n", + "\n", + " adress publication_date city DateofScrapping \n", + "23024420 Freiburgstr. 62, 3008 Bern 26.02.2020 Bern 26.02.2020 " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = ds.transpose()\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3. Repeat for other flats" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/immobilien/marktplatz/details/show/23024420\n", + "/immobilien/marktplatz/details/show/23024399\n", + "/immobilien/marktplatz/details/show/23024131\n", + "/immobilien/marktplatz/details/show/23023616\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "for x in link:\n", + " print(x)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['https://www.comparis.ch/immobilien/marktplatz/details/show/23024399',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23024131',\n", + " 'https://www.comparis.ch/immobilien/marktplatz/details/show/23023616']" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "link=linkBern[1:]\n", + "link" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "https://www.comparis.ch/immobilien/marktplatz/details/show/23024131\n" + ] + } + ], + "source": [ + "## repeat in a loop with all url\n", + "for x in link:\n", + " print(x)\n", + " # get soup (2.1):\n", + " html2 = requests.get(x).content\n", + " soup2 = BeautifulSoup(html2, \"lxml\")\n", + " nr = int(x[-8:]) \n", + " # get id:\n", + " nr = int(x[-8:])\n", + " ## city and date of webscrapping\n", + " source =pd.DataFrame.from_dict({'city': city, 'DateofScrapping': '26.02.2020'}, orient='index', columns = [nr] )\n", + " \n", + " # adress:\n", + " adress_soup = soup2.find_all('h3', attrs = {'class':'text-green'})\n", + " if len(adress_soup)==0:\n", + " adress = {'adress': 'NaN'}\n", + " else:\n", + " adress = {'adress': adress_soup[0].text}\n", + " adress = pd.DataFrame.from_dict(adress, orient='index', columns = [nr] )\n", + "\n", + " #publication Date:\n", + " publication={}\n", + " publication_soup = soup2.find_all('div', attrs = {'class':'row xsmall-12 columns'})\n", + " for element in publication_soup:\n", + " for x in element.find_all('li'):\n", + " publication['publication_date']=(x.text.replace('\\r\\n','').replace('Erstmals gefunden am ','').replace('\\r\\n','').replace(\" \",''))\n", + " publication_date = pd.DataFrame.from_dict(publication, orient='index', columns = [nr] )\n", + " \n", + " \n", + " # rating: \n", + " rating_soup = soup2.find_all('span', attrs = {'class':'item-rating medium'})\n", + " if len(rating_soup)==0:\n", + " rating = {'rating': 'NaN'}\n", + " else:\n", + " rating = {'rating': re.findall('[0-9]',rating_soup[0].text)[0]}\n", + " rating = pd.DataFrame.from_dict(rating, orient='index', columns = [nr] )\n", + "\n", + " \n", + " # details: \n", + " infos_soup = soup2.find_all('dl')\n", + " # Categorie name\n", + " info1=[]\n", + " for x in infos_soup[0].find_all('dt'):\n", + " info1.append(x.text.replace(\" \",\"\").replace(\"\\r\\n\",\"\"))\n", + " # actual info\n", + " info2=[]\n", + " for x in infos_soup[0].find_all('dd'):\n", + " info2.append(x.text.replace('\\r\\n','').replace('CHF','').replace(' ','').replace('\\n\\n', '1').replace(\"'\",\"\").replace(\"m²\",\"\").replace('½','.5'))\n", + " info={}\n", + " for x in range(len(info2)):\n", + " info[info1[x]] = info2[x]\n", + " info = pd.DataFrame.from_dict(info, orient='index', columns = [nr] )\n", + " \n", + " #row\n", + " row =pd.concat([info, rating, adress, publication_date, source])\n", + " row = row.transpose()\n", + " # merge with dataset\n", + " ds=pd.concat([ds, row], sort=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\haenni\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\ipykernel_launcher.py:1: FutureWarning: Sorting because non-concatenation axis is not aligned. A future version\n", + "of pandas will change to not sort by default.\n", + "\n", + "To accept the future behavior, pass 'sort=False'.\n", + "\n", + "To retain the current behavior and silence the warning, pass 'sort=True'.\n", + "\n", + " \"\"\"Entry point for launching an IPython kernel.\n" + ] + }, + { + "data": { + "text/html": [ + "
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Balkon(e)BaujahrDateofScrappingEinstellplatzGeschossHaustiereerlaubtKabel-TVLiftMietpreisproMonatMietpreisproMonat(exkl.NK)Minergie-zertifiziertNebenkostenObjektartVerfügbarabWohnflächeZimmeradresscitypublication_daterating
23024420NaNNaN26.02.2020NaNNaNNaNNaNNaN890NaNNaNNaNWohnung01.05.2020301.5Freiburgstr. 62, 3008 BernBern26.02.2020NaN
230241311201326.02.202012.Stock111149013101180Wohnung01.06.2020592.5Riedbachstrasse 80, 3027 BernBern26.02.20204
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" + ], + "text/plain": [ + " Balkon(e) Baujahr DateofScrapping Einstellplatz Geschoss \\\n", + "23024420 NaN NaN 26.02.2020 NaN NaN \n", + "23024131 1 2013 26.02.2020 1 2.Stock \n", + "\n", + " Haustiereerlaubt Kabel-TV Lift MietpreisproMonat \\\n", + "23024420 NaN NaN NaN 890 \n", + "23024131 1 1 1 1490 \n", + "\n", + " MietpreisproMonat(exkl.NK) Minergie-zertifiziert Nebenkosten \\\n", + "23024420 NaN NaN NaN \n", + "23024131 1310 1 180 \n", + "\n", + " Objektart Verfügbarab Wohnfläche Zimmer \\\n", + "23024420 Wohnung 01.05.2020 30 1.5 \n", + "23024131 Wohnung 01.06.2020 59 2.5 \n", + "\n", + " adress city publication_date rating \n", + "23024420 Freiburgstr. 62, 3008 Bern Bern 26.02.2020 NaN \n", + "23024131 Riedbachstrasse 80, 3027 Bern Bern 26.02.2020 4 " + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Balkon(e)BaujahrDateofScrappingEinstellplatzGeschossHaustiereerlaubtKabel-TVLiftMietpreisproMonatMietpreisproMonat(exkl.NK)Minergie-zertifiziertNebenkostenObjektartVerfügbarabWohnflächeZimmeradresscitypublication_daterating
23024420NaNNaN26.02.2020NaNNaNNaNNaNNaN890NaNNaNNaNWohnung01.05.2020301.5Freiburgstr. 62, 3008 BernBern26.02.2020NaN
230241311201326.02.202012.Stock111149013101180Wohnung01.06.2020592.5Riedbachstrasse 80, 3027 BernBern26.02.20204
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" + ], + "text/plain": [ + " Balkon(e) Baujahr DateofScrapping Einstellplatz Geschoss \\\n", + "23024420 NaN NaN 26.02.2020 NaN NaN \n", + "23024131 1 2013 26.02.2020 1 2.Stock \n", + "\n", + " Haustiereerlaubt Kabel-TV Lift MietpreisproMonat \\\n", + "23024420 NaN NaN NaN 890 \n", + "23024131 1 1 1 1490 \n", + "\n", + " MietpreisproMonat(exkl.NK) Minergie-zertifiziert Nebenkosten \\\n", + "23024420 NaN NaN NaN \n", + "23024131 1310 1 180 \n", + "\n", + " Objektart Verfügbarab Wohnfläche Zimmer \\\n", + "23024420 Wohnung 01.05.2020 30 1.5 \n", + "23024131 Wohnung 01.06.2020 59 2.5 \n", + "\n", + " adress city publication_date rating \n", + "23024420 Freiburgstr. 62, 3008 Bern Bern 26.02.2020 NaN \n", + "23024131 Riedbachstrasse 80, 3027 Bern Bern 26.02.2020 4 " + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ObjektartMietpreisproMonatMietpreisproMonat(exkl.NK)NebenkostenWohnflächeZimmerGeschossBaujahrVerfügbarabBalkon(e)EinstellplatzLiftHaustiereerlaubtKabel-TVMinergie-zertifiziertratingadresspublication_datecityDateofScrapping
23024131Wohnung14901310180592.52.Stock201301.06.20201111114Riedbachstrasse 80, 3027 Bern26.02.2020Bern26.02.2020
\n", + "
" + ], + "text/plain": [ + " Objektart MietpreisproMonat MietpreisproMonat(exkl.NK) Nebenkosten \\\n", + "23024131 Wohnung 1490 1310 180 \n", + "\n", + " Wohnfläche Zimmer Geschoss Baujahr Verfügbarab Balkon(e) \\\n", + "23024131 59 2.5 2.Stock 2013 01.06.2020 1 \n", + "\n", + " Einstellplatz Lift Haustiereerlaubt Kabel-TV Minergie-zertifiziert \\\n", + "23024131 1 1 1 1 1 \n", + "\n", + " rating adress publication_date city \\\n", + "23024131 4 Riedbachstrasse 80, 3027 Bern 26.02.2020 Bern \n", + "\n", + " DateofScrapping \n", + "23024131 26.02.2020 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "row" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# merge" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "### add a colum for the date of werbscrabing\n", + "### add colum for the city" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "## 3.3 save to csv" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/Data/backup/flats_Bern.csv b/your-project/Data/backup/flats_Bern.csv new file mode 100644 index 0000000..98bf06c --- /dev/null +++ b/your-project/Data/backup/flats_Bern.csv @@ -0,0 +1,723 @@ +,Objektart,MietpreisproMonat,MietpreisproMonat(exkl.NK),Nebenkosten,Wohnfläche,Zimmer,Geschoss,Verfügbarab,Balkon(e),Lift,AltesGebäude,ÖV-Haltestelle,Einkaufsmöglichkeit,rating,adress,publication_date,city,DateofScrapping,Nutzfläche,Baujahr,Aussenparkplatz,Haustiereerlaubt,Kabel-TV,Kinderfreundlich,Kindergarten,Primarschule,Sekundarschule,Autobahn,Einstellplatz,Rollstuhlgängig,Minergie-zertifiziert,Cheminée,Kubatur,Hochparterre,Neubau,Wohnungen,Wasseranschluss,Toiletten,Mittelhaus,Möbliert,JährlicherMietpreisprom²,JährlicherMietpreisprom²(exkl.NK) +23016581,Wohnung,1480,1240,240,68,3,2.Stock,01.05.2020,1,1,1,40m,50m,NaN,"Konsumstrasse 8, 3007 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23016600,Wohnung,3500,3200,300,140,5,2.Stock,01.05.2020,1,1,,,,NaN,"Monbijoustrasse 24, 3011 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014342,Wohnung,1710,1470,240,73,3.5,,01.03.2020,1,1,,200m,200m,4,"Fischerweg, 3012 Bern",24.02.2020,bern,26.02.2020,73,1965,1,1,1,1,700m,700m,700m,,,,,,,,,,,,,,, +23017350,Wohnung,1180,1030,150,,2,1.Stock,01.05.2020,1,,,240m,500m,NaN,"Biderstrasse 23, 3006 Bern",25.02.2020,bern,26.02.2020,,,,,,,350m,,,1000m,,,,,,,,,,,,,, +23016559,Wohnung,1360,1230,130,44,2.5,3.Stock,01.06.2020,,,,,,NaN,"Rathausgasse 46, 3011 Bern",25.02.2020,bern,26.02.2020,,1600,,,1,,,,,,,,,,,,,,,,,,, +23014346,Wohnung,2090,1780,310,93,3.5,,01.04.2020,1,1,,100m,100m,4,"""OpenCourts - OC"" Le Corbusier-Platz 5, 3027 Bern",24.02.2020,bern,26.02.2020,93,2014,,,1,1,500m,1000m,1000m,,1,,,,,,,,,,,,, +23016606,Wohnung,950,750,200,,1.5,1.Stock,01.05.2020,1,,,,,NaN,"Bümplizstrasse 42, 3027 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014344,Wohnung,1750,1460,290,75,3,,16.05.2020,,,,1000m,10m,NaN,"Scheibenstrasse, 3014 Bern",24.02.2020,bern,26.02.2020,75,,,,,,100m,100m,1000m,,,,,,,,,,,,,,, +23014339,Wohnung,1575,1325,250,70,3,,01.05.2020,1,,,1300m,500m,4,"Freiburgstrasse, 3008 Bern",24.02.2020,bern,26.02.2020,70,1923,,,1,,300m,300m,1700m,,,,,,,,,,,,,,, +23018295,Wohnung,1185,925,260,55,3,6.Stock,16.05.2020,,1,,,,NaN,"Wangenstrasse 44, 3018 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23023602,Wohnung,2470,2200,270,115,3.5,3.Stock,01.04.2020,1,1,,,,4,"Winterholzstrasse 55, 3018 Bern",26.02.2020,bern,26.02.2020,,2018,1,,1,,,,,,,1,,,,,,,,,,,, +23023377,Wohnung,2200,1900,300,106,3.5,EG,,1,,,,,NaN,"Murtenstrasse 143 H, 3008 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23023371,Wohnung,2785,2400,385,104,4.5,1.Stock,01.07.2020,,1,,,,2,"Laubeggstrasse 33, 3006 Bern",25.02.2020,bern,26.02.2020,,1988,,,,,,,,,,,,,,,,,,,,,, +23020985,Wohnung,1899,,,78,3.5,,sofort,,,,,,NaN,"Sandrainstrasse 68, 3007, 3007 Bern",26.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23020983,Wohnung,1120,905,215,45,2,3.Stock,01.05.2020,1,1,,,,5,"Morillonstrasse 40, 3007 Bern",26.02.2020,bern,26.02.2020,,1934,,,1,,,,,,,,,,,,,,,,,,, +23023376,Wohnung,1480,1240,240,68,3,2.Stock,,,1,,300m,200m,4,"Konsumstrasse 6, 8, 3007 Bern",25.02.2020,bern,26.02.2020,,1953,,1,1,,400m,400m,400m,,1,,,,,,,,,,,,, +23023374,Wohnung,1515,1275,240,66,3.5,EG,01.05.2020,1,1,1,100m,100m,4,"Winkelriedstr. 13, 3014 Bern",25.02.2020,bern,26.02.2020,,1960,1,1,1,1,200m,200m,500m,,1,,,,,,,,,,,,, +23022989,Wohnung,2070,1820,250,87,3.5,1.Stock,01.07.2020,1,1,,,,4,"Riedbachstrasse 80, 3027 Bern",26.02.2020,bern,26.02.2020,,2013,,1,1,,,,,,1,,1,,,,,,,,,,, +23018279,Wohnung,1800,1550,250,74,2.5,2.Stock,,1,,1,100m,500m,NaN,"Wernerstrasse 26, 3006 Bern",25.02.2020,bern,26.02.2020,,,,,,1,500m,500m,500m,300m,,,,,,,,,,,,,, +23018904,Wohnung,850,,,,1,,nachVereinbarung,,,,,,NaN,3011 Bern BE,25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23016581,Wohnung,1480,1240,240,68,3,2.Stock,01.05.2020,1,1,1,40m,50m,NaN,"Konsumstrasse 8, 3007 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23016600,Wohnung,3500,3200,300,140,5,2.Stock,01.05.2020,1,1,,,,NaN,"Monbijoustrasse 24, 3011 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014342,Wohnung,1710,1470,240,73,3.5,,01.03.2020,1,1,,200m,200m,4,"Fischerweg, 3012 Bern",24.02.2020,bern,26.02.2020,73,1965,1,1,1,1,700m,700m,700m,,,,,,,,,,,,,,, +23017350,Wohnung,1180,1030,150,,2,1.Stock,01.05.2020,1,,,240m,500m,NaN,"Biderstrasse 23, 3006 Bern",25.02.2020,bern,26.02.2020,,,,,,,350m,,,1000m,,,,,,,,,,,,,, +23016559,Wohnung,1360,1230,130,44,2.5,3.Stock,01.06.2020,,,,,,NaN,"Rathausgasse 46, 3011 Bern",25.02.2020,bern,26.02.2020,,1600,,,1,,,,,,,,,,,,,,,,,,, +23014346,Wohnung,2090,1780,310,93,3.5,,01.04.2020,1,1,,100m,100m,4,"""OpenCourts - OC"" Le Corbusier-Platz 5, 3027 Bern",24.02.2020,bern,26.02.2020,93,2014,,,1,1,500m,1000m,1000m,,1,,,,,,,,,,,,, +23016606,Wohnung,950,750,200,,1.5,1.Stock,01.05.2020,1,,,,,NaN,"Bümplizstrasse 42, 3027 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014344,Wohnung,1750,1460,290,75,3,,16.05.2020,,,,1000m,10m,NaN,"Scheibenstrasse, 3014 Bern",24.02.2020,bern,26.02.2020,75,,,,,,100m,100m,1000m,,,,,,,,,,,,,,, +23014339,Wohnung,1575,1325,250,70,3,,01.05.2020,1,,,1300m,500m,4,"Freiburgstrasse, 3008 Bern",24.02.2020,bern,26.02.2020,70,1923,,,1,,300m,300m,1700m,,,,,,,,,,,,,,, +23018295,Wohnung,1185,925,260,55,3,6.Stock,16.05.2020,,1,,,,NaN,"Wangenstrasse 44, 3018 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014336,Wohnung,1795,1585,210,90,4,,sofort,1,1,,500m,600m,5,"Kasthoferstrasse, 3006 Bern",24.02.2020,bern,26.02.2020,90,1967,,,1,,200m,500m,500m,,,,,,,,,,,,,,, +23012211,Wohnung,1525,,,,3,,01.05.2020,,,,,,NaN,"Sulgenauweg 38, 3007 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014335,Wohnung,1730,1490,240,84,3,,sofort,1,1,,1500m,800m,4,"Bolligenstrasse, 3006 Bern",24.02.2020,bern,26.02.2020,84,1980,,1,1,1,100m,400m,800m,,1,,,,,,,,,,,,, +23012690,Wohnung,1730,,,,2.5,,nachVereinbarung,,,,,,NaN,3011 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012299,Einzelzimmer,600,,,16,1,,sofort,,,,,,NaN,3018 Bern,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012149,Wohnung,1677,,,,2.5,,nachVereinbarung,,,,,,NaN,3008 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012863,Wohnung,1650,,,,3.5,,nachVereinbarung,,,,,,NaN,3012 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012147,Wohnung,150,,,,,,nachVereinbarung,,,,,,NaN,3013 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012689,Wohnung,1500,,,,2.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23024824,Wohnung,1990,,,,2.5,,nachVereinbarung,,,,,,NaN,3013 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23010526,Wohnung,1185,925,260,55,3,6.Stock,,,,,,,NaN,3018 Bern,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011226,Wohnung,950,,,25,1.5,,sofort,,,,,,NaN,"Militärstrasse 41, 3014 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011219,Wohnung,1515,,,,3.5,,sofort,,,,,,NaN,"Egelgasse, 3006 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011217,Wohnung,1290,,,,3,,sofort,,,,,,NaN,"Schosshaldenstrasse, 3006 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011230,Wohnung,970,,,,2.5,,sofort,,,,,,NaN,"bern west, 3027 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011216,Wohnung,1063,,,,2,,sofort,,,,,,NaN,"Asterweg 21, 3004 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012103,Einzelzimmer,650,,,,1,,nachVereinbarung,,,,,,NaN,"Unterer Aareggweg 3D, 3004 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011229,Wohnung,1890,1790,100,120,4.5,EG,16.05.2020,1,,,800m,800m,NaN,"Thüringstrasse 24, 3018 Bern",24.02.2020,bern,26.02.2020,,,1,,1,1,,,,1500m,1,,,1,,,,,,,,,, +23011220,Einzelzimmer,750,,,24,,,sofort,,,,,,NaN,3007 Bern,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23018298,Wohnung,1665,1480,185,58,1,3.Stock,15.03.2020,,,,,,NaN,"Junkerngasse 35, 3011 Bern",24.02.2020,bern,26.02.2020,,1555,,,,,,,,,,,,,,,,,,,,,, +23009321,Wohnung,1290,,,,3,,nachVereinbarung,,,,,,NaN,3006 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011795,Studio,1090,,,,1.5,,nachVereinbarung,,,,,,NaN,3013 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23008236,Wohnung,730,,,110,1,9.Stock,01.04.2020,1,1,,,,NaN,"Jupiterstraße 57, 3015 Bern BE",24.02.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +23010040,Dachwohnung,1290,,,65,2.5,4.Stock,01.06.2020,1,,,,,NaN,"Werkgasse 47, 3018 Bern",24.02.2020,bern,26.02.2020,,,,1,,,,,,,,,,,,,,,,,,,, +23009241,Wohnung,140,,,,1.5,,nachVereinbarung,,,,,,NaN,3011 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23009096,Wohnung,1500,,,,2,,nachVereinbarung,,,,,,NaN,3013 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23008832,Wohnung,790,,,73,1,1.Stock,nachVereinbarung,1,,,,,NaN,"Werkgasse 55, 3018 Bern BE",24.02.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +23009245,Wohnung,1590,,,,2.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23009092,Wohnung,513,,,,1,3.Stock,01.04.2020,1,,,,,NaN,3012 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012360,Dachwohnung,1390,,,70,1.5,,01.04.2020,,,,,,NaN,"Papiermühlestrasse 10, 3013 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23001635,Dachwohnung,780,,,40,1.5,4.Stock,01.03.2020,,,,180m,170m,NaN,"Neufeldstrasse 141, 3012 Bern",,bern,26.02.2020,40,,,,,,370m,580m,,,,,,,,,,,,,,,, +23023375,Wohnung,1985,1785,200,89,3.5,2.Stock,01.04.2020,1,,,,,3,"Morgartenstrasse 21, 3014 Bern",23.02.2020,bern,26.02.2020,,1972,,1,1,1,,,,,,,,,,,,,,,,,, +23004548,Studio,1140,1050,90,35,1,Untergeschoss,01.05.2020,1,,1,150m,500m,NaN,"Steigerweg 26, 3006 Bern",,bern,26.02.2020,35,,,,1,1,700m,100m,,1500m,,,,,,,,,,,,,, +23003638,Wohnung,890,820,70,27,1,1.Stock,01.06.2020,,,,50m,550m,NaN,"Mühledorfstrasse 2, 3018 Bern",,bern,26.02.2020,,,,,1,,250m,350m,800m,4000m,1,,,,,,,,,,,,, +23003778,Wohnung,1960,1850,110,100,5,1.Stock,01.04.2020,,,1,30m,100m,4,"Freiburgstrasse 115, 3008 Bern",,bern,26.02.2020,100,1896,,,1,,300m,300m,1000m,400m,,,,,240m³,,,,,,,,, +23001358,Wohnung,1395,1295,100,54,2.5,EG,sofort,1,1,,30m,430m,NaN,"Brünnenstrasse 43a, 3018 Bern",,bern,26.02.2020,54,,,,,1,220m,20m,,,1,,,,,,,,,,,,, +23007278,Wohnung,1200,,,25,1.5,,nachVereinbarung,,,,,,NaN,"Militärstrasse 41, 3014 Bern",23.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23001357,Wohnung,1410,1300,110,54,2.5,1.Stock,sofort,1,1,,30m,430m,NaN,"Brünnenstrasse 43a, 3018 Bern",,bern,26.02.2020,54,,,,1,1,220m,20m,,,,,,,,,,,,,,,, +23004647,Dachwohnung,1620,1500,120,,2.5,4.Stock,15.03.2020,,,,270m,230m,NaN,"Tellplatz 1, 3014 Bern",,bern,26.02.2020,,,,1,1,1,530m,430m,,950m,,,,,,,,,,,,,, +23008032,Wohnung,1430,,,50,2,1.Stock,15.04.2020,1,,,1100m,1000m,NaN,"Jurastrasse 99, 3013 Bern",,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +23000701,Wohnung,1718,,,,3.5,,nachVereinbarung,,,,,,NaN,3008 Bern BE,21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22996918,Wohnung,1480,1390,90,,3.5,2.Stock,01.04.2020,1,,,,,NaN,"Thüringstrasse 24, 3018 Bern",21.02.2020,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +23000224,Wohnung,725,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22999678,Wohnung,2770,2500,270,117,4.5,6.Stock,01.06.2020,,,,,,3,"Scheuerrain 3, 3007 Bern",,bern,26.02.2020,,2003,,,,,,,,,,,,,,,,,,,,,, +23000765,Wohnung,1650,,,60,2.5,1.Stock,14.03.2020,1,1,,,,NaN,"Hochfeldstrasse 7, 3012 Bern",21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23001261,Wohnung,1500,1315,185,50,2.5,3.Stock,15.03.2020,,1,,150m,150m,3,"Seidenweg 70, 3012 Bern",,bern,26.02.2020,,1979,,,,,,,,,,,,,,,,,,,,,, +22998916,Wohnung,1250,,,80,2.5,,15.04.2020,,,,,,NaN,"Roschistrasse, 1a, 3007 Bern",21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22999554,Wohnung,870,770,100,25,1,,nachVereinbarung,1,1,,100m,100m,3,"Randweg 11, 3013 Bern",,bern,26.02.2020,,1971,,,1,,250m,,,,1,,,,,,,,,,,,, +22999694,Wohnung,730,600,130,,1,5.Stock,sofort,,1,,100m,500m,NaN,"Belpstrasse 41, 3007 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22999794,Wohnung,1450,1210,240,67,3,EG,01.06.2020,1,,,,,4,"Alemannenstrasse 46, 3018 Bern",21.02.2020,bern,26.02.2020,,1951,,,1,1,,,,,,,,,,,,,,,,,, +22996209,Wohnung,1760,1570,190,,3,,01.07.2020,1,,1,50m,500m,NaN,"Schlossstrasse 91, 3008 Bern",,bern,26.02.2020,,,,1,1,1,50m,500m,,1000m,,,,,,1,,,,,,,, +22995891,Wohnung,1060,950,110,,1,3.Stock,01.06.2020,,1,,300m,500m,NaN,"Brunngasse 12, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +18016327,Attika,1690,1550,140,,2.5,3.Stock,01.04.2020,1,,,100m,100m,NaN,"Unterer Aareggweg 5, 3004 Bern",,bern,26.02.2020,,,1,,,,,,,,,,,1,,,,,,,,,, +22996108,Dachwohnung,1200,930,270,60,2,4.Stock,01.05.2020,,,1,100m,100m,NaN,"Rodtmattstrasse 61, 3014 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22996914,Wohnung,1000,,,30,1,,sofort,,,,,,NaN,"Amthausgasse 1, 3011 Bern",21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22996295,Wohnung,1750,1560,190,,3,2.Stock,15.05.2020,,,1,,,NaN,"Lilienweg 17, 3007 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23005365,Wohnung,1945,,,70,2.5,EG,01.04.2020,1,1,,150m,250m,4,"Holligenstrasse 17, 3008 Bern",21.02.2020,bern,26.02.2020,,2017,,1,1,,,,,,1,1,,,,,,,,,,,, +22996913,Wohnung,850,,,30,1,,sofort,,,,,,NaN,3006 Bern,21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22995468,Wohnung,1660,,,,2.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22996912,Wohnung,1800,,,100,3.5,,sofort,,,,,,NaN,"Kirchenfeldquartier, 3005 Bern",21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992739,Dachwohnung,1705,1525,180,,2,2.Stock,01.05.2020,,,,,,NaN,"Brunngasse, 25, 3011 Bern",20.02.2020,bern,26.02.2020,60,,,,,,,,,,,,,,,,,,,,,,, +22992547,Wohnung,1520,,,,2,,nachVereinbarung,,,,,,NaN,3011 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992825,Wohnung,1450,,,,3,,nachVereinbarung,,,,,,NaN,3018 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22993702,Studio,1060,950,110,,1.5,3.Stock,01.03.2020,,1,1,,,NaN,"Brunngasse 12, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22995364,Wohnung,1420,,,,2.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22999034,Wohnung,2200,1900,300,115,4.5,7.Stock,01.04.2020,1,1,,,,4,"Wankdorffeldstrasse 75, 3014 Bern",20.02.2020,bern,26.02.2020,,1965,,1,1,,,,,,,1,,,,,,,,,,,, +22992694,Wohnung,2630,2300,330,123,4.5,EG,sofort,,,,,,NaN,"Murtenstrasse 143 G, 3008 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992548,Wohnung,1700,,,,2,,nachVereinbarung,,,,,,NaN,3011 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992763,Wohnung,1550,1395,155,,3.5,5.Stock,01.05.2020,1,1,,120m,400m,NaN,"Murtenstrasse 7, 3008 Bern",,bern,26.02.2020,,,1,,1,,360m,320m,,,,,,,,,,,,,,,, +22992939,Wohnung,2500,,,,3,,nachVereinbarung,,,,,,NaN,3000 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22991121,Wohnung,1390,1220,170,55,2.5,1.Stock,01.05.2020,,,,480m,790m,NaN,"Murifeldweg 59, 3006 Bern",,bern,26.02.2020,,,,,,,300m,1130m,,,,,,,,,,,,,,,, +22992542,Dachwohnung,330,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22990768,Wohnung,1250,,,50,2.5,,01.06.2020,,,,,,NaN,3006 Bern,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992695,Wohnung,1220,1050,170,40,2,5.Stock,01.05.2020,,,,,,NaN,"Murtenstrasse 143 B, 3008 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22991787,Wohnung,1450,1250,200,,2,2.Stock,01.05.2020,1,,,1430m,410m,NaN,"Roschistrasse 8, 3007 Bern",,bern,26.02.2020,,,,1,,,2440m,,,,,,,,,,,,,,,,, +22992543,Wohnung,1300,,,,2.5,,nachVereinbarung,,,,,,NaN,3006 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992351,Wohnung,1320,,,,2,,nachVereinbarung,,,,,,NaN,3013 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992693,Wohnung,1310,1140,170,48,2,1.Stock,01.05.2020,,,,,,NaN,"Murtenstrasse 143 B, 3008 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992349,Studio,1,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22990698,Wohnung,1620,1450,170,75,3,,01.05.2020,1,,,270m,230m,4,"Tellplatz 1, 3014 Bern",,bern,26.02.2020,,1942,,,1,,530m,430m,,,,,,,,1,,,,,,,, +22989570,Wohnung,1530,,,62,2,,sofort,,,,,,NaN,"Grünerweg 5, 3013 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22988325,Wohnung,1320,1070,250,71,3,2.Stock,01.06.2020,,1,,100m,50m,5,"Effingerstr. 107, 3008 Bern",,bern,26.02.2020,,1948,,,,,,120m,,,,,,,,,,,,,,,, +22989566,Wohnung,1200,1050,150,38,1.5,,,1,,,20m,30m,NaN,"Zieglerstrasse 37, 3007 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,200m,,,,,,,,,,,,,, +22988936,Wohnung,1700,1450,250,72,3.5,3.Stock,sofort,1,1,,490m,260m,4,"Randweg 11, 3013 Bern",,bern,26.02.2020,85,1971,,,1,,230m,290m,250m,2000m,1,,,,,,,,,,,,, +22990583,Wohnung,1350,,,60,3,,nachVereinbarung,,,,,,NaN,"Baumgartenstrasse 15, 3018 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22990662,Wohnung,1500,1300,200,,3,3.Stock,01.05.2020,1,1,,200m,470m,NaN,"Brunnmattstrasse 71, 3007 Bern",,bern,26.02.2020,,,,,1,,380m,190m,,,,,,,,,,,,,,,, +22989564,Wohnung,1420,,,,2.5,,sofort,,,,,,NaN,"Mülinenstrasse, 3006 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22987640,Wohnung,950,800,150,32,1,1.Stock,sofort,,,,,,NaN,"Schifflaube 24, 3011 Bern BE",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22996917,Wohnung,1350,,,67,3,,sofort,,,,,,NaN,"Baumgartenstrasse 15, 3018 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22989088,Wohnung,3500,3200,300,110,5,2.Stock,01.05.2020,1,,,400m,140m,NaN,"Helvetiastrasse 27, 3005 Bern",,bern,26.02.2020,,,,,1,1,570m,,,,,,,,,,,,,,,,, +22985085,Wohnung,1580,,,60,2.5,4.Stock,sofort,1,,,,,NaN,"Dorngasse 4, 3006 Bern BE",19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22983446,Wohnung,1300,,,31,1,,01.08.2020,,,,,,NaN,3007 Bern,19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22988431,Attika,2680,2450,230,,2.5,3.Stock,sofort,1,1,,200m,800m,NaN,"Bitziusstrasse 40, 3006 Bern",20.02.2020,bern,26.02.2020,,2016,,1,,1,950m,500m,500m,1000m,1,,,,,,,,,,,,, +22985629,Wohnung,2600,2270,330,123,4.5,3.Stock,sofort,,,,,,NaN,"Murtenstrasse 143 G, 3008 Bern",19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22985339,Wohnung,1700,1490,210,82,3.5,2.Stock,01.04.2020,1,,,150m,,4,"Heckenweg 4, 3007 Bern",19.02.2020,bern,26.02.2020,,1961,,,,,,500m,500m,,,,,,,,,,,,,,, +22985624,Attika,1730,1550,180,43,2,5.Stock,01.05.2020,,,,,,NaN,"Brückfeldstr. 19, 3012 Bern",19.02.2020,bern,26.02.2020,,1976,,1,,,,,,,,,,,,,,,,,,,, +22983541,Wohnung,1530,,,62,2.5,,01.04.2020,,,,,,NaN,"Grünerweg 5, 3013 Bern",19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22984174,Wohnung,1700,1490,210,82,3.5,2.Stock,,,,,,,NaN,3007 Bern,19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22985498,Wohnung,2300,2050,250,120,3,3.Stock,sofort,,,1,,100m,NaN,"Gerechtigkeitsgasse 77, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22984975,Wohnung,690,,,12,1,1.Stock,sofort,1,1,,,,NaN,"Weiermattstr 74, 3027 Bern BE",19.02.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22988283,Wohnung,1370,1150,220,,3,9.Stock,sofort,1,1,,,,NaN,"Looslistrasse 66, 3027 Bern",19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22982410,Einzelzimmer,950,,,18,,,sofort,,,,,,NaN,"Schläflirain 7, 3013 Bern",19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22981792,Wohnung,1330,1050,280,65,3,,01.06.2020,,,,,400m,5,"Goumoensstrasse 43, 3007 Bern",19.02.2020,bern,26.02.2020,,1948,,1,1,,200m,1100m,1100m,,,,,,,,,,,,,,, +22978925,Wohnung,3160,2860,300,122,4.5,4.Stock,01.05.2020,1,1,,20m,20m,NaN,"Viktoriastrasse 21, 3013 Bern",18.02.2020,bern,26.02.2020,,,,1,,,300m,500m,500m,2000m,1,,,,,,,,,,,,, +22983111,Wohnung,1250,1080,170,55,2,3.Stock,01.04.2020,1,,,,,NaN,"Seftigenstrasse 93, 3007 Bern",19.02.2020,bern,26.02.2020,,,,1,,,,,,,1,,,,,,,,,,,,, +22978923,Einzelzimmer,750,,,14,,,sofort,,,,,,NaN,"Länggasse, 3012 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22983220,Wohnung,1690,1400,290,,3.5,2.Stock,sofort,1,1,,,,NaN,"Könizstrasse 29, 3008 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22983138,Wohnung,1330,1050,280,65,3,EG,01.06.2020,,,,200m,400m,5,"Goumoensstrasse 43, 3007 Bern",19.02.2020,bern,26.02.2020,,1948,,1,1,,200m,1100m,1100m,,,,,,,,,,,,,,, +22992546,Wohnung,920,,,,2,,nachVereinbarung,,,,,,NaN,3018 Bern BE,19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22981726,Wohnung,1820,1600,220,75,3,Untergeschoss,01.06.2020,1,,,220m,700m,NaN,"Muristrasse 88, 3006 Bern",19.02.2020,bern,26.02.2020,,,,,,,220m,220m,220m,1000m,,,,,,,,,,,,,, +22976921,Dachwohnung,1165,965,200,53,2,3.Stock,01.05.2020,,,,240m,900m,NaN,"Biderstrasse 23, 3006 Bern",18.02.2020,bern,26.02.2020,,,,,1,,350m,,,1500m,,,,,,,,,,,,,, +22978084,Wohnung,1380,1100,280,58,3,EG,sofort,1,1,,170m,300m,4,"Waldmannstrasse 10, 3027 Bern",18.02.2020,bern,26.02.2020,,1964,,,,,1000m,700m,,,,,,,,,,,,,,,, +22978104,Wohnung,1840,1600,240,88,3.5,EG,sofort,1,1,,570m,150m,NaN,"Jupiterstrasse 49a, 3015 Bern",,bern,26.02.2020,,,,,,1,470m,,,,1,,,,,,,,,,,,, +22977163,Wohnung,1630,1490,140,55,2.5,10.Stock,01.08.2020,1,1,,100m,450m,4,"Hilfikerstrasse 4, 3014 Bern",,bern,26.02.2020,,2020,,,,,2510m,1670m,,,1,,1,,,,1,,,,,,, +22976434,Wohnung,920,,,23,1,,01.04.2020,,,,,,NaN,"Thunstrasse 103, 3006 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22976247,Dachwohnung,690,,,100,4.5,,nachVereinbarung,,,,,,NaN,"Seftigenstrasse 47, 3007 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22976109,Wohnung,2000,,,90,,,01.04.2020,,,,,,NaN,"Optingestrasse 4, 3013 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22989567,Wohnung,1250,,,,2.5,,sofort,,,,,,NaN,"Morillonstrasse, 3007 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23015857,Wohnung,1400,,,,3.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22977159,Wohnung,1570,1370,200,,2.5,2.Stock,01.04.2020,1,,,230m,260m,NaN,"Rodtmattstrasse 51, 3014 Bern",,bern,26.02.2020,,,,1,1,,550m,690m,,,,,,,,,,,,,,,, +22973983,Dachwohnung,2000,1675,325,90,4,4.Stock,01.04.2020,,1,,220m,650m,NaN,"Optingenstrasse 4, 3013 Bern",18.02.2020,bern,26.02.2020,,,,,1,,600m,450m,450m,3000m,1,,,,,,,,,,,,, +22972391,Dachwohnung,1380,,,,3,,nachVereinbarung,,,,,,NaN,3006 Bern BE,18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22975983,Wohnung,1350,1165,185,53,2.5,2.Stock,01.05.2020,1,,1,100m,500m,NaN,"Zwyssigstrasse 41, 3007 Bern",,bern,26.02.2020,,,,,1,,250m,250m,250m,,,,,,,,,,,,,,, +22983532,Wohnung,935,,,,1,,nachVereinbarung,,,,,,NaN,"Hildanusstrasse 18, 3013 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22976101,Wohnung,1750,,,80,3,,01.03.2020,,,,,,NaN,"Waldstätterstrasse 23, 3014 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +17555800,Wohnung,2980,2680,300,102,4,4.Stock,01.05.2020,1,1,1,50m,100m,NaN,"Viktoriastrasse 41, 3013 Bern",,bern,26.02.2020,102,1931,,,1,,,,,2000m,,,,,,,,,,,,,, +22974055,Wohnung,1804,1524,280,90,3,3.Stock,nachVereinbarung,,,,,,NaN,"Bolligenstrasse 46 A, 3006 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22974414,Wohnung,2850,2500,350,110,4,2.Stock,01.04.2020,1,1,1,250m,250m,2,"Gutenbergstrasse 29, 3011 Bern",,bern,26.02.2020,110,1920,,1,1,,250m,250m,250m,,,,,,,,,,,,,,, +22972384,Dachwohnung,1350,,,,2.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22976009,Wohnung,2220,2010,210,84,3.5,8.Stock,16.07.2020,1,1,,100m,450m,4,"Hilfikerstrasse 4, 3014 Bern",,bern,26.02.2020,,2020,,1,,,2510m,1670m,,,1,,1,,,,1,,,,,,, +22968430,Wohnung,1290,1150,140,,1,4.Stock,01.05.2020,,,,,,NaN,"Rodtmattstrasse 83, 3014 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22972274,Wohnung,1040,,,,1.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22970510,Dachwohnung,1965,1745,220,89,3.5,4.Stock,16.03.2020,,,,,,4,"Lagerweg 2, 3013 Bern",17.02.2020,bern,26.02.2020,,1938,,1,1,,,16m,,,,,,,,,,,,,,,, +22969201,Dachwohnung,2900,2550,350,143,4.5,2.Stock,01.06.2020,1,,,210m,585m,NaN,"Kalcheggweg 27, 3006 Bern",17.02.2020,bern,26.02.2020,,,1,,1,,680m,850m,,,,,,1,,,,,,,,,, +22972269,Wohnung,850,,,18,1,EG,nachVereinbarung,1,,,,,NaN,"Sandrainstrasse 68, 3007 Bern BE",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22972268,Wohnung,690,,,15,1,4.Stock,sofort,,1,,,,NaN,"Seftigenstrasse 47, 3007 Bern BE",18.02.2020,bern,26.02.2020,,2018,,,1,,,,,,,,,,,,,,,,,,, +22970532,Wohnung,1320,1100,220,67,3.5,8.Stock,nachVereinbarung,,,,200m,400m,NaN,"Waldmannstrasse 53, 3027 Bern",,bern,26.02.2020,,,,,,,300m,670m,1300m,2000m,,,,,,,,,,,,,, +22970533,Wohnung,1320,1100,220,67,3.5,8.Stock,01.05.2020,,,,200m,250m,NaN,"Fellerstrasse 50, 3027 Bern",,bern,26.02.2020,,,,,,,200m,500m,1300m,2000m,,,,,,,,,,,,,, +22970327,Studio,880,750,130,33,1,3.Stock,01.05.2020,,1,,50m,100m,4,"Mattenhofstr. 15, 3007 Bern",17.02.2020,bern,26.02.2020,,1992,,1,1,1,500m,500m,1000m,,1,,,,,,1,,,,,,, +22969161,Wohnung,1490,1340,150,,2.5,,01.05.2020,1,1,1,10m,160m,NaN,"Winkelriedstrasse 68, 3014 Bern",,bern,26.02.2020,63,,,,1,,340m,320m,,,,,,,,1,,,,,,,, +22970590,Wohnung,1835,1505,330,104,4.5,2.Stock,01.05.2020,1,1,,,,NaN,"Werkgasse 40, 3018 Bern",17.02.2020,bern,26.02.2020,,,1,,1,,,,,,,,,,,,,,,,,,, +22965669,Wohnung,1750,,,87,3,,sofort,,,,,,NaN,"Waldstätterstrasse, 3014 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965670,Attika,1350,1200,150,64,2.5,3.Stock,,1,,,,,4,"Bümplizstrasse 173, 3018 Bern",17.02.2020,bern,26.02.2020,58,1951,,,1,,,,,,,,,,,,,,,,,,, +22967255,Wohnung,2740,2490,250,,4.5,2.Stock,01.03.2020,1,,,100m,100m,NaN,"Frikartweg 11, 3006 Bern",,bern,26.02.2020,,,,1,1,1,250m,250m,,,1,,1,,,,,,,,,,, +22970172,Wohnung,1480,1230,250,75,3,2.Stock,sofort,,,,,,NaN,"Freiburgstrasse 506, 3018 Bern",17.02.2020,bern,26.02.2020,,,1,1,,,,,,,,,,,,,,,,,,,, +22967543,Dachwohnung,1250,,,,2,,nachVereinbarung,,,,,,NaN,"Muristrasse 72, 3006 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22967107,Wohnung,1320,1150,170,53,3,2.Stock,01.05.2020,,,,300m,500m,4,"Keltenstrasse 82, 3018 Bern",,bern,26.02.2020,,1954,,,,,,,,,,,,,,,,,,,,,, +22967185,Wohnung,1160,1000,160,,2.5,1.Stock,01.04.2020,1,,1,25m,75m,NaN,"Schlossstrasse 124, 3008 Bern",,bern,26.02.2020,,,,,1,,,,,300m,,,,,,,,,,,,,, +22965671,Wohnung,1440,,,69,3,,sofort,,,,,,NaN,"Bümpliz, 3018 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22975988,Wohnung,1430,1300,130,,2,2.Stock,01.05.2020,1,,,,,NaN,"Könizstrasse 4, 3008 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965666,Wohnung,1200,,,,4.5,,sofort,,,,,,NaN,3014 Bern,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965663,Wohnung,1550,,,70,4,,sofort,,,,,,NaN,3012 Bern,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965117,Wohnung,1805,1510,295,63,3.5,,,,,,,,NaN,3007 Bern,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965360,Wohnung,2870,2650,220,89,3,2.Stock,01.05.2020,,,,80m,30m,NaN,"Marktgasse 17, 3011 Bern",17.02.2020,bern,26.02.2020,,1731,,,,,,,,,,,,,,,,,,,,,, +22965114,Wohnung,1615,1400,215,63,3,,,,,,,,NaN,3007 Bern,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22967024,Wohnung,1805,1510,295,63,3.5,EG,01.04.2020,,,,350m,400m,3,"Kirchbühlweg 48, 3007 Bern",17.02.2020,bern,26.02.2020,,1929,,,,,2200m,550m,280m,,,,,,,,,,,,,,, +22965361,Wohnung,1615,1400,215,63,3,EG,01.05.2020,,,,60m,120m,4,"Holzikofenweg 5, 3007 Bern",17.02.2020,bern,26.02.2020,,1905,,,,,,,,,,,,,,,,,,,,,, +22963491,Wohnung,1910,,,,4,,nachVereinbarung,,,,,,NaN,3007 Bern BE,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965391,Wohnung,1195,1020,175,,2.5,14.Stock,sofort,,1,,500m,100m,NaN,"Jupiterstrasse 45, 3015 Bern",,bern,26.02.2020,,,,1,1,1,,,,,,1,,,,,,,,,,,, +22965421,Wohnung,1690,1530,160,,3,EG,01.04.2020,1,,1,100m,50m,NaN,"Könizstrasse 63, 3008 Bern",,bern,26.02.2020,,,,,1,1,1400m,500m,500m,1000m,,,,,,,,,,,,,, +22960601,Einzelzimmer,700,,,30,,,nachVereinbarung,,,,,,NaN,3013 Bern,16.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22978918,Einzelzimmer,920,,,14,,,sofort,,,,,,NaN,"Brunnmattstrasse 22, 3007 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22961573,Dachwohnung,1680,1540,140,75,2.5,5.Stock,01.05.2020,1,,1,100m,100m,4,"Weissensteinstrasse 27, 3008 Bern",,bern,26.02.2020,,1927,,,,,,,,,,,,1,,,,,,,,,, +22963488,Studio,1000,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22962980,Wohnung,1550,1350,200,66,3,2.Stock,01.05.2020,1,,,100m,500m,4,"Winkelriedstrasse 63, 3014 Bern",,bern,26.02.2020,66,1950,,,1,,100m,200m,300m,1000m,,,,,,,,,,,,,, +22958131,Einzelzimmer,1000,,,18,,,sofort,,,,,,NaN,"Schwanengasse 3, 3011 Bern",15.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22961553,Wohnung,1600,1400,200,,2.5,3.Stock,sofort,1,,1,180m,250m,NaN,"Rodtmattstrasse 52, 3014 Bern",,bern,26.02.2020,,,,,1,,1050m,940m,,1200m,,,,,,,,,,,,,, +22962895,Dachwohnung,1800,1550,250,110,3.5,2.Stock,01.04.2020,,,1,100m,300m,6,"Kirchenfeldstrasse 10, 3005 Bern",,bern,26.02.2020,100,1899,,,1,,,,,1500m,,,,,,,,,,,,,, +22962389,Wohnung,2100,,,73,3.5,1.Stock,02.03.2020,,,1,,,NaN,"Hallerstrasse 21, 3012 Bern",,bern,26.02.2020,73,,1,,1,,,,,,,,,,,,,,,,,,, +22963487,Wohnung,1500,,,55,1,6.Stock,01.04.2020,1,,,,,4,3011 Bern BE,17.02.2020,bern,26.02.2020,,2010,,,1,,,,,,,,,,,,,,,,,,, +22955102,Studio,1160,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22956336,Wohnung,aufAnfrage,,,,1,,nachVereinbarung,,,,,,NaN,3007 Bern BE,15.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22958129,Wohnung,1250,,,,2,,sofort,,,,,,NaN,"seftigenstrasse 93, 3007 Bern",15.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955398,Wohnung,1280,,,,2.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955045,Wohnung,1000,,,,1.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955397,Wohnung,400,,,,1,,nachVereinbarung,,,,,,NaN,3007 Bern BE,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955403,Wohnung,2310,2080,230,95,4.5,3.Stock,01.07.2020,1,1,,150m,100m,3,"Könizstrasse 21, 3008 Bern",14.02.2020,bern,26.02.2020,95,1990,,,1,1,550m,650m,550m,1000m,1,,,1,,,,,,,,,, +22955768,Wohnung,1180,,,55,2,,sofort,,,,,,NaN,3018 Bern,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955757,Wohnung,2420,,,100,4.5,,sofort,,,,,,NaN,"Schwarztorstrasse 102, 3007 Bern",14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23000226,Wohnung,490,,,,2,,nachVereinbarung,,,,,,NaN,3006 Bern BE,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22952290,Wohnung,2370,2090,280,83,3.5,2.Stock,01.05.2020,1,,1,100m,500m,NaN,"Stadtbachstrasse 40, 3012 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +23004673,Wohnung,1460,1350,110,45,1.5,EG,01.05.2020,,,,400m,400m,NaN,"Flurstrasse 29, 3014 Bern",14.02.2020,bern,26.02.2020,,1932,,1,1,,200m,700m,800m,,,,,,,,,,,,,,, +22954473,Wohnung,1700,1500,200,,2.5,4.Stock,,,,,,,NaN,3014 Bern,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22951911,Wohnung,1630,1450,180,,3,EG,01.04.2020,1,,1,,,NaN,"Sulgenrain 8, 3007 Bern",,bern,26.02.2020,,1930,,,1,,,,,,,,,,,,,,,,,,, +22952289,Wohnung,1490,1290,200,,3.5,2.Stock,01.03.2020,1,,1,100m,250m,NaN,"Ginsterweg 16, 3006 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22962722,Wohnung,1690,1440,250,71,3,4.Stock,nachVereinbarung,,,,,,NaN,"Effingerstrasse 41d, 3008 Bern",14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22954197,Studio,1000,,,40,1,,nachVereinbarung,,,,,,NaN,"Schlossstrasse 118, 3008 Bern",14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955753,Wohnung,1280,1100,180,58,2,1.Stock,01.05.2020,,,,10m,170m,NaN,"Schwarztorstrasse 95, 3007 Bern",14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22962560,Wohnung,2260,2000,260,,3.5,1.Stock,sofort,1,,,,,NaN,"Morellweg 12, 3007 Bern",14.02.2020,bern,26.02.2020,83,1907,,,1,1,,,,,,,,,,,,1,,,,,, +22965416,Wohnung,2950,2700,250,125,4.5,EG,01.04.2020,1,1,,200m,200m,NaN,"Tscharnerstrasse 16, 3007 Bern",,bern,26.02.2020,,,,,,1,,,,,,,,,,,,,,,,,, +22949449,Wohnung,1590,1400,190,,3.5,EG,01.03.2020,1,,,50m,50m,NaN,"Looslistrasse 79, 3027 Bern",,bern,26.02.2020,,,,,1,,,,,500m,,,,,,,,,,,,,, +22946536,Wohnung,1050,1000,50,45,2,1.Stock,01.03.2020,,,,200m,360m,NaN,"Federweg 24, 3008 Bern",,bern,26.02.2020,42,,,,,,740m,730m,,,,,,,,,,,,,,,, +22949689,Wohnung,2150,1900,250,,4.5,1.Stock,sofort,1,,,100m,480m,NaN,"Robinsonweg 38, 3006 Bern",,bern,26.02.2020,,1974,1,1,1,1,50m,,,,,,,,,,,,,,,,, +22947161,Wohnung,1780,1460,320,101,4,3.Stock,01.05.2020,,,,500m,500m,5,"Belpstrasse 28, 3007 Bern",,bern,26.02.2020,,1950,,,,,1000m,950m,950m,,,,,,,,,,,,,,, +22946168,Wohnung,2730,2380,350,100,3.5,EG,01.05.2020,,1,,120m,600m,NaN,"Frikartweg 21, 3006 Bern",,bern,26.02.2020,,,,,,,,,,,,1,,,,,,,,,,,, +22949555,Wohnung,950,800,150,25,1,EG,01.06.2020,,,,,,3,"Gesellschaftsstr. 42, 3012 Bern",13.02.2020,bern,26.02.2020,,1977,,1,,,,,,,,,,,,,,,,,,,, +22963729,Studio,710,,,,1,,nachVereinbarung,,,,,,NaN,3011 Bern BE,13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22947888,Wohnung,600,550,50,11,1,4.Stock,nachVereinbarung,1,1,,,,NaN,3007 Bern BE,13.02.2020,bern,26.02.2020,,1980,,,,,,,,,,,,,,,,,,,,,, +22951125,Wohnung,1420,1160,260,76,3.5,6.Stock,sofort,,1,,100m,50m,5,"Effingerstr. 103, 3008 Bern",,bern,26.02.2020,,1948,,,,,,120m,,,,,,,,,,,,,,,, +13552194,Wohnung,2500,2300,200,100,5,2.Stock,01.07.2020,1,,1,200m,200m,NaN,"Holligenstrasse 94, 3008 Bern",,bern,26.02.2020,100,,1,,1,,,,,500m,,,,,,,,,,,,,, +22951945,Wohnung,2450,2170,280,85,3.5,1.Stock,01.04.2020,1,,,820m,180m,2,"Nordweg 10, 3013 Bern",13.02.2020,bern,26.02.2020,,1882,1,,,,150m,290m,,750m,1,,,,,,,,,,,,, +22943663,Dachwohnung,1280,,,55,2.5,3.Stock,01.04.2020,,,1,100m,100m,NaN,"Balmweg 33, 3007 Bern",13.02.2020,bern,26.02.2020,,,,,,,,,,1000m,,,,,,,,,,,,,, +22944029,Wohnung,2140,1840,300,90,4.5,2.Stock,01.05.2020,1,1,1,50m,800m,NaN,"Länggassstrasse 91, 3012 Bern",,bern,26.02.2020,,,,1,1,,,,,1200m,,,,,,,,,,,,,, +22944583,Wohnung,2000,,,,3,,sofort,,,,,,NaN,3006 Bern,13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22951947,Wohnung,1410,1250,160,70,2.5,3.Stock,01.05.2020,1,,,350m,350m,NaN,"Olivenweg 44, 3018 Bern",13.02.2020,bern,26.02.2020,,,,,,,,,,750m,,,,,,,,,,,,,, +22944580,Wohnung,1630,,,70,3,,sofort,,,,,,NaN,"Kirchenfeldstrasse 53, 3005 Bern",13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22944050,Wohnung,1390,1200,190,70,3,1.Stock,01.05.2020,1,,,,,NaN,"Schlossstrasse 113, 3008 Bern",,bern,26.02.2020,,,,1,1,,,,,,,,,,,,,,,,,,, +22944585,Einzelzimmer,300,,,50,,,sofort,,,,,,NaN,"schenkstrasse 27, 3008 Bern",13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22946123,Wohnung,1560,1230,330,,3,2.Stock,01.04.2020,1,,,,,NaN,"Weissensteinstrasse 38, 3007 Bern",13.02.2020,bern,26.02.2020,,1956,,1,,1,,,,,,,,,,,,,,,,,, +22944589,Wohnung,915,,,,1,,sofort,,,,,,NaN,"Zähringerstrasse 45, 3012 Bern",13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22939406,Wohnung,1800,1580,220,89,3.5,3.Stock,01.05.2020,,,,500m,,4,"Hüsliackerstrasse 11, 3018 Bern",,bern,26.02.2020,,2009,,,,,,,,500m,,,,,,,,,,,,,, +22941234,Wohnung,1380,1130,250,57,2.5,4.Stock,,,,,,,NaN,3008 Bern,13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22940683,Wohnung,910,850,60,20,1,1.Stock,nachVereinbarung,1,,,,,NaN,"Holzikofenweg 1, 3007 Bern BE",13.02.2020,bern,26.02.2020,,,1,,1,,,,,,1,,,,,,,,,,,,, +22942586,Wohnung,1350,1160,190,60,2,,01.03.2020,1,1,,,,NaN,"Scheibenstrasse 25, 3014 Bern BE",13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22940018,Wohnung,2435,2115,320,172,2.5,1.Stock,01.05.2020,,1,,50m,2500m,5,"Hintere Engehaldestrasse 12, 3004 Bern",12.02.2020,bern,26.02.2020,,1991,,,,,450m,3000m,3000m,,,,,,550m³,,,,,,,,, +22943190,Wohnung,1780,1530,250,67,3,1.Stock,01.05.2020,1,,,180m,550m,NaN,"Wabernstrasse 87, 3007 Bern",13.02.2020,bern,26.02.2020,,1950,,1,,1,500m,500m,1000m,4000m,,,,,,,,,,,,,, +22943189,Wohnung,1380,1130,250,57,2.5,4.Stock,01.05.2020,1,,,,,NaN,"Freiburgstrasse 58/L, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,1,,,,,,,,,,,,, +22939433,Wohnung,1495,1360,135,75,3.5,,sofort,1,1,,30m,430m,4,"Brünnenstrasse 43a, 3018 Bern",,bern,26.02.2020,,1964,1,,,1,220m,20m,,,1,,,,,,,,,,,,, +22939382,Wohnung,1430,1190,240,,3,1.Stock,01.06.2020,1,,,100m,500m,NaN,"Keltenstrasse 35, 3018 Bern",,bern,26.02.2020,,,,,1,,,,,700m,,,,,,,,,,,,,, +22939407,Wohnung,2270,2000,270,96,3.5,2.Stock,01.05.2020,,,,,,5,"Weltpoststrasse 8c, 3015 Bern",,bern,26.02.2020,,2012,,,,,,,,,,,,,236m³,,,,,,,,, +22939305,Wohnung,1200,1000,200,35,1,1.Stock,01.03.2020,,1,1,100m,300m,NaN,"Nydeggstalden 8, 3011 Bern",,bern,26.02.2020,,,,1,1,,,,,3000m,,,,,,,,,,,,,, +22939638,Wohnung,1390,1160,230,63,3,1.Stock,nachVereinbarung,,,,300m,650m,NaN,"Fröschmattstrasse 20, 3018 Bern",12.02.2020,bern,26.02.2020,,,,,,,350m,1400m,4900m,2500m,,,,,,,,,,,,,, +22939332,Wohnung,2280,2000,280,100,3.5,1.Stock,01.05.2020,1,,,,,NaN,"Wilkerstrasse 32, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22999552,Wohnung,950,850,100,30,1,3.Stock,01.04.2020,1,,,,,NaN,"Seftigenstrasse 95, 3007 Bern",12.02.2020,bern,26.02.2020,,,,1,,,,,,,,,,,,,,,,,,,, +22939276,Wohnung,1393,1213,180,52,2,5.Stock,01.05.2020,1,1,,350m,,3,"Fabrikstrasse 29 B, 3012 Bern",12.02.2020,bern,26.02.2020,,1960,,,,,,,,,,,,,,,,,,,,,, +22939313,Attika,3385,3035,350,119,5,4.Stock,01.05.2020,1,1,,100m,100m,NaN,"Mattenhofstrasse 39, 3007 Bern",,bern,26.02.2020,,,,1,,1,,500m,,,,,,,,,,,,,,,, +22938234,Wohnung,1700,1500,200,,3,EG,01.05.2020,1,,,,,NaN,"Attinghausenstrasse 13, 3014 Bern",12.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22939331,Wohnung,2880,2380,500,131,4.5,2.Stock,01.05.2020,1,1,,,,NaN,"Le-Corbusier-Platz 11, 3027 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +23023797,Wohnung,1375,1050,325,,3.5,,,,,,,,NaN,3018 Bern,12.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22939242,Wohnung,1190,950,240,,2,EG,01.05.2020,,,,,,NaN,"Jupiterstrasse 41, 3015 Bern",,bern,26.02.2020,,,,,,,,,,,,1,,,,,,,,,,,, +22934785,Wohnung,1368,,,47,2.5,Untergeschoss,sofort,,1,,390m,,NaN,"Murtenstrasse 143 B, 3008 Bern",,bern,26.02.2020,47,,,,1,,750m,600m,,10m,1,,,,,,1,,,,,,, +22936337,Wohnung,1500,1290,210,66,3.5,,01.04.2020,1,,,89m,229m,NaN,"Zelgstrasse 31, 3027 Bern",,bern,26.02.2020,,,,,1,1,145m,111m,443m,711m,1,,,,,,,,,,,,, +22934611,Wohnung,1040,900,140,25,1,4.Stock,01.05.2020,,1,,120m,500m,2,"Seilerstrasse 25, 3011 Bern",12.02.2020,bern,26.02.2020,,1910,,,,,2400m,900m,900m,,,,,,,,,,,,,,, +22934667,Wohnung,1640,1440,200,78,3,2.Stock,01.05.2020,,,1,100m,100m,NaN,"Weissensteinstrasse 22a, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22936087,Wohnung,1190,950,240,,2,,,,,,,,NaN,3015 Bern,12.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22936306,Wohnung,2880,2380,500,131,4.5,2.Stock,,,,,,,NaN,3027 Bern,12.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22936305,Wohnung,2280,2000,280,100,3.5,1.Stock,,,,,,,NaN,3008 Bern,12.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22934786,Dachwohnung,1150,1000,150,,2,3.Stock,01.04.2020,,,,1290m,1260m,NaN,"Vennerweg 6, 3006 Bern",,bern,26.02.2020,,,,,,,480m,790m,,,,,,,,,,,,,,,, +22972267,Wohnung,1085,935,150,,1,EG,01.05.2020,,,,,,NaN,"Hildanusstrasse 18, 3013 Bern BE",12.02.2020,bern,26.02.2020,,2000,,,,,,,,,,,,,,,,,,,,,, +22934107,Wohnung,1550,1350,200,68,3,1.Stock,01.06.2020,,,,,,NaN,"Schlossstrasse 106, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22930157,Wohnung,1530,1290,240,64,2.5,1.Stock,15.04.2020,1,,,,,4,"Funkerstrasse 17, 3013 Bern",11.02.2020,bern,26.02.2020,,1943,,,,,,,,,,,,,,,,,,,,,, +23023378,Wohnung,1225,1050,175,52,2.5,EG,01.04.2020,,,,,,NaN,"Bottigenstrasse 31, 3018 Bern",11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22930381,Wohnung,3050,2640,410,110,3.5,2.Stock,nachVereinbarung,1,1,1,500m,500m,NaN,"Matterstrasse 4, 3006 Bern",,bern,26.02.2020,,,,1,1,1,250m,250m,250m,,1,,,1,,,,,,,,,, +22930380,Wohnung,3085,2685,400,124,4.5,1.Stock,31.10.2020,1,1,1,100m,100m,NaN,"Matterstrasse 2, 3006 Bern",,bern,26.02.2020,,,,,1,1,250m,250m,,,1,1,,,,,,,,,,,, +22930475,Wohnung,1800,1600,200,76,3,2.Stock,01.05.2020,,,,20m,10m,NaN,"Seftigenstrasse 40, 3007 Bern",11.02.2020,bern,26.02.2020,,,,1,1,,,,,1000m,,,,,,,1,,,,,,, +22930236,Wohnung,1700,,,,1,,nachVereinbarung,,,,,,NaN,3011 Bern BE,11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22929352,Wohnung,2550,2260,290,,3.5,2.Stock,nachVereinbarung,1,1,,640m,510m,NaN,"Stadtbachstrasse 40, 3012 Bern",,bern,26.02.2020,,,,,1,1,810m,,,,,,,,,,,,,,,,, +22930674,Wohnung,1250,,,,2.5,5.Stock,01.05.2020,,,,,,NaN,3007 Bern BE,11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22933485,Wohnung,610,,,9,1,10.Stock,sofort,1,1,,,,NaN,"Mühledorfstrasse, 1, 3018 Bern BE",12.02.2020,bern,26.02.2020,,,,,,,,,,,1,,,,,,,,,,,,, +22930732,Wohnung,1790,1590,200,95,3.5,1.Stock,15.05.2020,,1,,150m,200m,5,"Könizstrasse 21a, 3008 Bern",11.02.2020,bern,26.02.2020,,1990,,,1,1,550m,650m,550m,1000m,1,,,,,,,,,,,,, +22927851,Wohnung,1210,,,55,2.5,,sofort,,,,,,NaN,"Kalcheggweg 4, 3006 Bern",11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22926768,Wohnung,2280,1990,290,119,2.5,2.Stock,01.05.2020,,,,,,NaN,"Dählhölzliweg 3, 3005 Bern",11.02.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22926744,Wohnung,1370,1180,190,50,2.5,4.Stock,15.04.2020,1,1,,30m,30m,3,"Brunnmattstrasse 20 A, 3007 Bern",,bern,26.02.2020,,1974,,,,,,,,,,,,,,,,,,,,,, +22935654,Wohnung,1375,,,,2,,sofort,,,,,,NaN,"Federweg, 3008 Bern",11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22926841,Wohnung,1780,1600,180,,1.5,2.Stock,01.03.2020,,,1,50m,100m,NaN,"Zibelegässli 16, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22921196,Wohnung,1900,1730,170,85,2,1.Stock,01.03.2020,,,,100m,250m,NaN,"Schifflaube 22, 3011 Bern",,bern,26.02.2020,,,,,,,200m,50m,,,,,,,,,,,,,,,, +22926787,Wohnung,1900,1550,350,,3,5.Stock,01.06.2020,,1,,100m,150m,NaN,"Viktoriarain 17, 3013 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22924690,Wohnung,1900,1550,350,,3,5.Stock,,,,,,,NaN,3013 Bern,11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22926854,Wohnung,1230,1050,180,,2.5,,01.03.2020,1,,,,,NaN,"Stöckackerstrasse 77, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,1,,,,,1,,,,,,,, +22927538,Wohnung,1510,1290,220,75,3.5,11.Stock,01.03.2020,1,1,,,,4,"Normannenstrasse 35, 3018 Bern",11.02.2020,bern,26.02.2020,,1966,,,1,1,,,,,1,,,,,,,,,,,,, +22917444,Wohnung,1690,1510,180,,2.5,4.Stock,,,,,50m,100m,NaN,"Monbijoustrasse 82, 3007 Bern",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22921966,Wohnung,2170,1950,220,93,3.5,1.Stock,,1,,,,,NaN,"Gryphenhübeliweg 26, 3006 Bern",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,1,,,,,,, +22921444,Wohnung,1680,1480,200,61,2.5,4.Stock,01.05.2020,1,,,,,3,"Gutenbergstr. 39, 3011 Bern",10.02.2020,bern,26.02.2020,,1934,,1,,,,225m,,,,,,,,,,,1,1,,,, +22918193,Wohnung,1840,1600,240,73,3,EG,01.06.2020,,,,250m,700m,4,"Muristrasse 92, 3006 Bern",,bern,26.02.2020,,1941,,,,,,,,,,,,,,,,,,,,,, +22921968,Wohnung,840,730,110,26,1,1.Stock,,1,,,,,NaN,"Giacomettistrasse 25 a, 3006 Berne",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,1,,,,,,, +22920049,Wohnung,2585,2350,235,100,3.5,2.Stock,01.03.2020,1,1,,160m,50m,3,"Schwarztorstrasse 102, 3007 Bern",,bern,26.02.2020,,2013,,,1,1,320m,280m,,,,,,,,,,,,,,,, +22921036,Wohnung,1475,1235,240,70,3.5,3.Stock,01.05.2020,1,1,,,,NaN,"Balthasarstrasse 19, 3027 Bern",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22918325,Wohnung,1900,1590,310,,4,3.Stock,01.05.2020,1,,,200m,500m,NaN,"Holzikofenweg 20, 3007 Bern",,bern,26.02.2020,,,,1,1,,,,,,,,,,,,,,,,,,, +22917445,Wohnung,1685,,,75,3,,sofort,,,,,,NaN,"beundenfeldstrasse, 3013 Bern",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22918106,Wohnung,1580,1400,180,54,2.5,EG,15.03.2020,1,1,,190m,64m,3,"Quartiergasse 16, 3013 Bern",10.02.2020,bern,26.02.2020,,1972,,,,,290m,100m,100m,,,,,,,,,,,,,,, +22917261,Wohnung,1295,1050,245,,2.5,14.Stock,nachVereinbarung,1,1,,,,NaN,"Holenackerstrasse 65, 3027 Bern",10.02.2020,bern,26.02.2020,59,,,,1,,,,,,,,,,,,,1,,,,,, +22916861,Dachwohnung,1250,1060,190,65,3,2.Stock,01.04.2020,,,,100m,100m,5,"Aehrenweg 29, 3027 Bern",10.02.2020,bern,26.02.2020,,1950,,1,1,,1000m,1000m,,2000m,,,,,,,,,,,,,, +22915007,Wohnung,2900,2700,200,120,4,2.Stock,sofort,1,,1,150m,400m,2,"Diesbachstrasse, 3012 Bern",,bern,26.02.2020,100,1906,,,1,,,,,,,,,,,,,,,,,,, +22915512,Wohnung,1030,,,26,1,1.Stock,09.03.2020,1,1,,,,NaN,"Parkstrasse 11, 3014 Bern BE",10.02.2020,bern,26.02.2020,,,1,,,,,,,,1,,,,,,,,,,,,, +22915626,Wohnung,1344,,,,1.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,09.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22927029,Wohnung,1520,,,,3,,01.03.2020,,,,,,NaN,"Waldheimstrasse 8, 3012 Bern",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22915623,Wohnung,855,,,,1,2.Stock,01.04.2020,1,1,,,,NaN,"Mittelstrasse 16, 3012 Bern BE",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22915513,Wohnung,890,,,15,1,4.Stock,01.06.2020,1,1,,,,NaN,"Chutzenstrasse 67, 3007 Bern BE",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22915909,Wohnung,1730,,,,3,,nachVereinbarung,,,,,,NaN,3014 Bern BE,10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22921967,Wohnung,1360,1200,160,57,2.5,4.Stock,,1,,,,,6,"Giacomettistrasse 25, 3006 Bern",10.02.2020,bern,26.02.2020,,2016,,,,,,,,,,,,,,,1,,,,,,, +22914284,Wohnung,1000,,,36,2,,15.03.2020,,,,,,NaN,"Weberstrasse, 3007 Bern",09.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22912691,Wohnung,aufAnfrage,,,,,,nachVereinbarung,,,,,,NaN,3006 Bern,08.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22914440,Einzelzimmer,650,,,80,,,sofort,,,,,,NaN,"zentweg, 3006 Bern",09.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22914286,Wohnung,1250,,,52,2,,01.03.2020,,,,,,NaN,"Landoltstrasse, 3007 Bern",09.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992549,Wohnung,850,,,,1.5,,nachVereinbarung,,,,,,NaN,3006 Bern BE,08.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22914048,Wohnung,2080,,,90,3.5,,01.03.2020,,,,,,NaN,"Kyburgstrasse 1, 3013 Bern",09.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22907779,Wohnung,1640,1400,240,80,3.5,2.Stock,01.04.2020,1,,,660m,340m,NaN,"Alemannenstrasse 40, 3018 Bern",,bern,26.02.2020,,,,,,1,330m,670m,,,,,,,,,,,,,,,, +22912720,Studio,1200,,,20,1,,nachVereinbarung,,,,,,NaN,"Mittelstrasse, 3012 Bern",08.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22907776,Wohnung,1640,1400,240,77,3.5,1.Stock,sofort,1,,,660m,340m,NaN,"Alemannenstrasse 40, 3018 Bern",,bern,26.02.2020,,,,,,1,330m,670m,,,,,,,,,,,,,,,, +22909233,Wohnung,1690,1450,240,87,3.5,2.Stock,01.05.2020,1,,,690m,600m,NaN,"Alemannenstrasse 44, 3018 Bern",,bern,26.02.2020,,,,,,1,250m,810m,,,,,,,,,,,,,,,, +22904990,Wohnung,1390,1190,200,75,3,EG,nachVereinbarung,1,,1,70m,1200m,NaN,"Faehrstrasse 29, 3004 Bern",07.02.2020,bern,26.02.2020,,,1,,1,,1200m,1200m,1200m,2000m,,,,,,1,,,,,,,, +22907750,Wohnung,2100,1900,200,86,3,2.Stock,15.03.2020,1,1,1,100m,100m,NaN,3012 Bern,,bern,26.02.2020,,,,1,1,,,,,1000m,,,,,,,,,,,,,, +22907663,Dachwohnung,1260,1100,160,72,2.5,,16.03.2020,,,,,,5,"Schwarztorstrasse 97, 3007 Bern",,bern,26.02.2020,,1929,,,1,,,,,,,,,,,,,,,,,,, +22905888,Wohnung,1400,1240,160,,2.5,1.Stock,sofort,,,,100m,100m,NaN,"Kasernenstrasse 11c, 3013 Bern",,bern,26.02.2020,,1930,,,,,,,,,,,,,,,,,,,,,, +22906685,Wohnung,1282,252,1030,,,,,,,,,,NaN,"Freiburgstrasse 123, 3008 Bern",07.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22904395,Wohnung,1860,,,80,3.5,,sofort,,,,,,NaN,"Hüsliackerstrasse 23, 3018 Bern",07.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22909204,Wohnung,3700,3500,200,130,5.5,,01.03.2020,1,,,,,NaN,3006 Bern,07.02.2020,bern,26.02.2020,,1960,1,,1,1,,,,,1,,,1,,,,,,,,,, +22902034,Wohnung,1490,1340,150,59,2.5,3.Stock,sofort,,1,,,,NaN,"Mühledorfstrasse 4, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22961182,Wohnung,1450,1150,300,,1.5,2.Stock,01.05.2020,,,,840m,1480m,NaN,"Kollerweg 30, 3006 Bern",,bern,26.02.2020,,,,,,,560m,560m,,,,,,,,,,,,,,,, +22903942,Wohnung,1870,1590,280,90,4.5,3.Stock,16.05.2020,1,1,,100m,100m,NaN,"Waldmannstrasse 14, 3027 Bern",,bern,26.02.2020,,,,1,1,1,100m,100m,100m,,,,,,,,,,,,,,, +22901311,Wohnung,2000,1750,250,,2.5,EG,01.04.2020,1,,1,50m,100m,NaN,"Hallwylstrasse, 3005 Bern",,bern,26.02.2020,,1900,,,,,,,,,,,,,,,,,,,,,, +22901294,Wohnung,2870,2570,300,115,3.5,2.Stock,01.06.2020,1,,1,100m,100m,NaN,"Jubiläumsstrasse 97, 3005 Bern",,bern,26.02.2020,,,,,1,,,,,,1,,,,,,,,,,,,, +22900020,Wohnung,1580,1340,240,,3,1.Stock,01.05.2020,1,,,,,NaN,"Schenkstrasse 41, 3008 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22900019,Wohnung,1180,1020,160,,1,2.Stock,sofort,1,,,280m,570m,NaN,"Morillonstrasse 48, 3007 Bern",,bern,26.02.2020,,,,,,,370m,,,,,,,,,,,,,,,,, +22898386,Wohnung,860,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,07.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22898387,Wohnung,1160,,,28,1.5,1.Stock,01.04.2020,1,1,,,,NaN,"Quartiergasse, 3013 Bern BE",07.02.2020,bern,26.02.2020,,1980,,,,,,,,,,,,,,,,,,,,,, +22901545,Wohnung,1626,1466,160,65,2,3.Stock,01.03.2020,,,1,,100m,NaN,"Gerechtigkeitsgasse 56, 3011 Bern",07.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22901993,Wohnung,1860,1460,400,92,4.5,4.Stock,01.05.2020,1,1,1,100m,60m,NaN,"Sulgeneckstrasse 64, 3006 Bern",,bern,26.02.2020,,,1,1,1,,1110m,630m,,1500m,1,,,,,,,,,,,,, +22900764,Wohnung,2650,2100,550,,5,3.Stock,01.06.2020,1,1,,100m,200m,NaN,"Untermattweg 64, 3027 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22900625,Wohnung,3310,2960,350,122,4,4.Stock,sofort,1,1,1,,,NaN,"Monbijoustrasse 22, 3011 Bern",,bern,26.02.2020,,,1,,1,,,,,,,,,,,,,,,,,,, +22897108,Attika,3350,3050,300,,4.5,3.Stock,01.03.2020,1,1,,,,NaN,"Wasserwerkgasse 37, 3011 Bern",06.02.2020,bern,26.02.2020,,1981,,,1,1,,,,,,,,1,,,,,,,,,, +22895173,Wohnung,700,,,,3,,nachVereinbarung,,,,,,NaN,3018 Bern BE,06.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22900690,Wohnung,2030,1705,325,95,3.5,1.Stock,nachVereinbarung,,,,,,4,"Riedbachstrasse 81, 3027 Bern",06.02.2020,bern,26.02.2020,,2012,,,,,,,,,,,,,237m³,,,,,,,,, +22902420,Wohnung,1210,1095,115,44,1,EG,01.05.2020,,,,,,3,"Buristr. 8, 3006 Bern",06.02.2020,bern,26.02.2020,,1967,,1,1,,,,,,,,,,,,,,,,,,, +22903422,Wohnung,1270,1070,200,,2.5,2.Stock,01.03.2020,1,,,10m,400m,NaN,"Keltenstrasse 11, 3018 Bern",07.02.2020,bern,26.02.2020,,,,,,,450m,400m,400m,1300m,,,,,,,,,,,,,, +22899965,Wohnung,1410,1190,220,,2.5,1.Stock,01.03.2020,1,,,,,NaN,"Bantigerweg 56, 3006 Bern",06.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22899897,Wohnung,1850,1650,200,55,2.5,1.Stock,01.05.2020,1,1,,20m,20m,NaN,"Aegertenstrasse 53, 3005 Bern",,bern,26.02.2020,,,,,1,,,,,2000m,,,,,,,,,,,,,, +22896587,Wohnung,1050,950,100,35,1.5,EG,01.04.2020,,,,400m,1000m,3,"Egelgasse 47, 3006 Bern",06.02.2020,bern,26.02.2020,,1957,,,,,1000m,2100m,4700m,3300m,,,,,,,,,,,,,, +22901261,Studio,1168,1000,168,51,1,EG,01.05.2020,,1,,50m,100m,4,"Mattenhofstr. 15, 3007 Bern",06.02.2020,bern,26.02.2020,,1992,,1,1,1,500m,500m,1000m,,1,,,,,,1,,,,1,,, +22895843,Wohnung,1210,1095,115,44,1,,,,,,,,NaN,3006 Bern,06.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22899973,Wohnung,1800,1415,385,,2.5,3.Stock,15.03.2020,,1,,190m,300m,NaN,"Münstergasse 58, 3011 Bern",05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22902421,Wohnung,1780,1530,250,90,4,3.Stock,01.05.2020,,,,200m,50m,4,"Obermattstr. 18, 3018 Bern",05.02.2020,bern,26.02.2020,,1970,,1,1,1,500m,269m,3000m,3000m,,,,,,,,,,,,,, +22893424,Einzelzimmer,574,,,12,,,sofort,,,,,,NaN,"Rehhastrasse 45, 3018 Bern",06.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22889307,Wohnung,1800,1415,385,,2.5,3.Stock,,,,,,,NaN,3011 Bern,05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22902010,Wohnung,1822,1482,340,98,4.5,2.Stock,16.05.2020,1,1,,,,NaN,"Holenackerstrasse 5, 3027 Bern",06.02.2020,bern,26.02.2020,,,,,,1,,,,,,,,,,,,1,,,,,, +22888686,Wohnung,1450,,,,2.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22902801,Wohnung,1750,1575,175,50,2.5,7.Stock,sofort,,,,,,3,"Europaplatz 1, 3008 Bern",05.02.2020,bern,26.02.2020,,2014,,,,,,,,,,,,,,,,,,,,,, +23020982,Einzelzimmer,910,,,20,,,sofort,,,,,,NaN,"Holzikofenweg 1, 3007, 3007 Bern",05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22893423,Wohnung,2700,,,,3,,sofort,,,,,,NaN,"Turnweg 27B, 3013 Bern",06.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22888808,Dachwohnung,1450,,,60,1,,nachVereinbarung,,,,,,NaN,"Elisabethenstrasse 26, 3014 Bern",05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22886505,Wohnung,990,840,150,45,1,Untergeschoss,01.05.2020,,1,,100m,2000m,NaN,"Hintere Engehaldenstrasse 38, 3004 Bern",05.02.2020,bern,26.02.2020,,1999,,1,,1,800m,800m,1500m,,1,,,,,,,,,,,,, +22886506,Wohnung,1614,1414,200,63,2.5,1.Stock,01.05.2020,1,,,300m,300m,4,"Buristrasse 17, 3006 Bern",05.02.2020,bern,26.02.2020,,1991,,,,,300m,300m,500m,,,,,,,,,,,,,,, +22884352,Wohnung,1500,1255,245,73,3,5.Stock,01.05.2020,,1,,750m,600m,4,"Holligenstrasse 109, 3008 Bern",04.02.2020,bern,26.02.2020,,1961,,1,,,900m,,,1200m,,,,,,,,,,,,,, +22882531,Wohnung,1140,1030,110,38,1.5,EG,01.05.2020,1,,1,100m,100m,NaN,"Militärstrasse 53, 3014 Bern",,bern,26.02.2020,,,,1,1,,250m,250m,250m,,,,,,,,,,,,,,, +22887292,Wohnung,1730,,,60,2.5,,sofort,,,,,,NaN,"Neuengasse, 3011 Bern",05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22899979,Wohnung,2170,1850,320,99,4.5,1.Stock,01.05.2020,1,1,,200m,,3,"Fabrikstrasse 29 D, 3012 Bern",05.02.2020,bern,26.02.2020,,1960,,,,,,,,,,,,,,,,,,,,,, +22882344,Wohnung,1600,1330,270,,3.5,EG,nachVereinbarung,1,,,,,NaN,"Stapfenstrasse 48, 3018 Bern",04.02.2020,bern,26.02.2020,,1950,,1,,1,,,,,,,,,,,,,,,,,, +22882504,Wohnung,1465,1200,265,,2.5,2.Stock,sofort,,,,,,NaN,"Bottigenstrasse 68, 3018 Bern",,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22882630,Wohnung,1890,1610,280,97,4.5,3.Stock,01.04.2020,,,,290m,140m,NaN,"Statthalterstrasse 54, 3018 Bern",,bern,26.02.2020,,,,,,,200m,460m,,,,,,,,,,,,,,,, +23014341,Wohnung,2860,2720,140,127,3,,sofort,1,,,100m,300m,NaN,"Münstergasse, 3011 Bern",04.02.2020,bern,26.02.2020,127,,,,1,,,,,,,,,1,,,,,,,,,, +22874742,Wohnung,1390,1245,145,59,2,EG,01.04.2020,,,,,,4,"Buristr. 10, 3006 Bern",03.02.2020,bern,26.02.2020,,1967,,1,1,,,,,,,,,,,,,,,,,,, +22881488,Wohnung,1750,,,,3,,nachVereinbarung,,,,,,NaN,3011 Bern BE,04.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22879005,Wohnung,1480,,,70,3.5,,sofort,,,,,,NaN,"Hallerstrasse 20, 3012 Bern",04.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +13963125,Dachwohnung,1280,1085,195,,3,2.Stock,01.04.2020,,,1,200m,200m,NaN,"Frankenstrasse 22, 3018 Bern",,bern,26.02.2020,,,,,,1,,,,1000m,,,,,,,,,,,,,, +22880969,Attika,3080,2780,300,115,4.5,4.Stock,01.05.2020,1,1,,210m,120m,3,"Stöckackerstrasse 103, 3018 Bern",,bern,26.02.2020,,2017,,,1,1,540m,970m,,600m,1,,,,,,,,,,,,, +22880464,Wohnung,1395,1275,120,52,1.5,1.Stock,01.05.2020,1,1,,10m,180m,NaN,"Bümplizstrasse 142, 3018 Bern",,bern,26.02.2020,,,,1,1,,,,,,1,1,,,,,,,,,,,, +22998672,Wohnung,1200,,,,2.5,,01.07.2020,,,,,,NaN,3007 Bern,04.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22879392,Wohnung,1150,,,90,1,3.Stock,sofort,1,,,,,NaN,"Gryphenhübeliweg 45, 3006 Bern BE",04.02.2020,bern,26.02.2020,,2016,,,,,,,,,,,,,,,,,,,,,, +22873707,Wohnung,3450,2950,500,139,5.5,1.Stock,01.03.2020,1,1,,500m,450m,NaN,"Hesseweg 20, 3006 Bern",,bern,26.02.2020,,,,1,,1,1100m,1100m,,1500m,1,1,,,,,,,,,,,, +22893420,Wohnung,1750,,,65,,,sofort,,,,,,NaN,"Kapellenstrasse 27, 3011 Bern",04.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22873043,Wohnung,1320,1080,240,60,3,1.Stock,nachVereinbarung,1,,,,,5,"Tiefenaustrasse 139, 3004 Bern",03.02.2020,bern,26.02.2020,,1951,,1,,,,,,,,,,,,,,,,,,,, +22871189,Maisonette,3100,2800,300,153,5.5,3.Stock,sofort,1,,1,140m,220m,3,"Südbahnhofstrasse 4, 3007 Bern",,bern,26.02.2020,,1906,,,1,,320m,,,,,,,1,,,,,,,,,, +22872140,Wohnung,1320,1080,240,60,3,1.Stock,,,,,,,NaN,3004 Bern,03.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22870085,Wohnung,550,,,,4,,nachVereinbarung,,,,,,NaN,3018 Bern BE,03.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22866634,Wohnung,1495,1325,170,40,2,2.Stock,01.04.2020,,1,,,,NaN,"Brunngasse, 8, 3011 Bern BE",03.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22866077,Wohnung,1490,1310,180,53,2.5,5.Stock,01.04.2020,,1,,300m,,NaN,"Effingerstrasse 41a, 3008 Bern",,bern,26.02.2020,53,,,,1,,,,,,,,,1,,,,,,,,,, +22879006,Einzelzimmer,619,,,20,,,sofort,,,,,,NaN,"Wankdorffeldstrasse 83, 3014 Bern",03.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22866920,Wohnung,650,,,13,1,19.Stock,sofort,1,1,,,,NaN,3015 Bern BE,03.02.2020,bern,26.02.2020,,1977,1,,1,,,,,,,,,,,,,,,,,,, +22855263,Wohnung,4500,,,36,1.5,,sofort,,,,,,NaN,"Mühledorfstrasse1, 3018 Bern",31.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22860992,Wohnung,1600,,,,2.5,,15.03.2020,1,,,250m,310m,NaN,"Holligenstrasse 85, 3008 Bern",,bern,26.02.2020,,,1,,,,520m,690m,,1m,,,,,,1,,,,,,,, +22859930,Wohnung,1680,1500,180,70,3,2.Stock,,1,,,20m,500m,NaN,"Weissensteinstrasse 35, 3007 Bern",31.01.2020,bern,26.02.2020,,,,,,,500m,500m,500m,,,,,,,,,,,,,,, +22860642,Wohnung,2835,2520,315,71,3.5,3.Stock,01.05.2020,,1,,300m,50m,NaN,"Zeughausgasse 27, Wohnungen, 3011 Bern",31.01.2020,bern,26.02.2020,,1927,,,1,,1000m,2800m,2800m,,,,,,,,,,,,,,, +22848071,Wohnung,1390,1200,190,,3.5,EG,01.05.2020,1,,,,,NaN,"Brünnenstrasse 65, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22847922,Wohnung,3490,3140,350,158,4.5,2.Stock,01.04.2020,1,1,,200m,150m,3,"Wasserwerkgasse 33, 3011 Bern",,bern,26.02.2020,,1980,1,,1,,400m,100m,,3000m,1,1,,1,,,,,,,,,, +22847911,Wohnung,2690,2390,300,96,3,,01.03.2020,,1,,,,NaN,"Münstergasse 16, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22848078,Wohnung,1750,1550,200,78,3,2.Stock,01.03.2020,1,,,,,NaN,"Waldstätterstrasse 23, 3014 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839519,Wohnung,1200,,,,2.5,,sofort,,,,,,NaN,3000 Bern,29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22840923,Wohnung,150,,,36,1.5,,nachVereinbarung,,,,,,NaN,"Mühledorfstrasse 1, 3018 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22842292,Wohnung,1700,1490,210,82,3.5,,01.03.2020,1,,,,,4,"Heckenweg 40, 3007 Bern",29.01.2020,bern,26.02.2020,,1961,,1,,,,,,,,,,,,,,,,,,,, +22839518,Einzelzimmer,628,,,,,,sofort,,,,,,NaN,3000 Bern,29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839483,Einzelzimmer,766,,,,,,sofort,,,,,,NaN,"Nähe Rosengarten, 3013 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839459,Wohnung,1800,,,,3,,sofort,,,,,,NaN,"Schlossstrasse 93, 3008 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839465,Wohnung,1600,,,60,2,,sofort,,,,,,NaN,3011 Bern,29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839479,Einzelzimmer,720,,,16,,,sofort,,,,,,NaN,"Funkerstrasse 2, 3013 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839386,Einzelzimmer,450,,,,,,sofort,,,,,,NaN,"Bolligenstrasse, 3006 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839381,Einzelzimmer,600,,,15,,,sofort,,,,,,NaN,"Erlenweg 14, 3005 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22838846,Attika,2870,2570,300,,5.5,,sofort,,,,,,NaN,"Mülinenstrasse 28, 3006 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22839385,Einzelzimmer,370,,,20,,,sofort,,,,,,NaN,3006 Bern,29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22919640,Wohnung,1720,1520,200,,3.5,5.Stock,01.07.2020,1,1,,,,NaN,"Winkelriedstrasse 14, 3014 Bern",28.01.2020,bern,26.02.2020,,,1,,1,,,,,,,,,,,,,,,,,,, +22829703,Wohnung,1110,,,,1,1.Stock,01.03.2020,1,,,410m,330m,NaN,"Güterstrasse 16, 3008 Bern",,bern,26.02.2020,,,,,,,800m,510m,,,,,,,,,,,,,,,, +22830980,Einzelzimmer,1150,1000,150,30,1,3.Stock,sofort,,,,,,NaN,"Rathausgasse 18, 3011 Bern",28.01.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +15769803,Wohnung,1720,1520,200,,3.5,5.Stock,01.07.2020,1,1,,200m,200m,NaN,"Winkelriedstrasse 14, 3014 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22825593,Wohnung,2300,,,,4.5,,nachVereinbarung,,,,,,NaN,3011 Bern BE,27.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22824535,Wohnung,1110,910,200,49,2,17.Stock,01.03.2020,1,1,,500m,100m,NaN,"Waldmannstrasse 61, 3027 Bern",,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22824407,Wohnung,3040,2740,300,,6,5.Stock,01.04.2020,1,1,,50m,100m,NaN,"Neufeldstrasse 15, 3012 Bern",27.01.2020,bern,26.02.2020,,,,,,,20m,20m,20m,,,,,,,,,,,,,,, +22825361,Wohnung,1710,1450,260,,4,2.Stock,01.03.2020,1,1,,,,NaN,"Bümplizstrasse 12, 3027 Bern BE",27.01.2020,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22827667,Wohnung,1290,1140,150,40,1,EG,01.05.2020,1,1,,100m,100m,3,"Sulgenbachstr. 20, 3007 Bern",27.01.2020,bern,26.02.2020,,2003,,1,1,,600m,600m,1000m,,1,,,,,,,,,,,,, +23009097,Wohnung,950,,,,1.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,27.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22822874,Wohnung,2200,,,,3.5,,nachVereinbarung,,,,,,NaN,3006 Bern BE,27.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22827517,Wohnung,1670,1500,170,,2,3.Stock,01.04.2020,,1,,,,NaN,"Kramgasse 11, 3011 Bern",27.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22824895,Wohnung,3500,,,130,5.5,EG,sofort,1,,,,,NaN,3006 Bern BE,27.01.2020,bern,26.02.2020,,1960,,,1,,,,,,1,,,,,,,,,,,,, +22825563,Wohnung,1650,1460,190,50,2.5,4.Stock,01.05.2020,1,1,,200m,100m,NaN,"Landoltstrasse 3, 3007 Bern",,bern,26.02.2020,,1948,,,,,,,,,,,,1,,,,,,,,,, +22814014,Wohnung,1750,1550,200,64,3.5,,sofort,1,1,1,500m,500m,NaN,"Hopfenweg 27, 3007 Bern",24.01.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,1,,,,,,,, +22813792,Wohnung,1800,1550,250,74,2.5,1.Stock,sofort,1,,1,100m,500m,NaN,"Wernerstrasse 26, 3006 Bern",,bern,26.02.2020,,,,,,1,500m,500m,500m,800m,,,,,,,,,,,,,, +22983797,Wohnung,2000,1700,300,78,3.5,10.Stock,nachVereinbarung,1,1,,,,NaN,3015 Bern,24.01.2020,bern,26.02.2020,,,,,,,,,,,,1,,,,,,,,,,,, +22814753,Wohnung,1215,1050,165,55,2.5,2.Stock,01.03.2020,1,,,190m,550m,NaN,"Fröschmattstrasse 36, 3018 Bern",24.01.2020,bern,26.02.2020,,1956,,1,,,800m,1000m,,,,,,,,,,,,,,,, +22916934,Wohnung,1580,1400,180,54,2.5,,,,,,,,NaN,3013 Bern,24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22970502,Wohnung,2050,1840,210,83,4,3.Stock,01.05.2020,1,,,100m,100m,3,"Bühlstrasse 40, 3012 Bern",,bern,26.02.2020,,1954,,,1,1,500m,500m,300m,,,,,,,,,,,,,,, +22927852,Wohnung,1490,,,,2,,sofort,,,,,,NaN,"Wildermettweg 58, 3006 Bern",25.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22815003,Wohnung,2380,2100,280,112,4.5,1.Stock,01.05.2020,,,,,,NaN,"Murtenstrasse 143 C, 3008 Bern",24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22865840,Wohnung,1870,,,82,3.5,,01.03.2020,,,,,,NaN,"Ankerstrasse 18,, 3006 Bern",24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22813105,Wohnung,1215,1050,165,55,2.5,2.Stock,,,,,,,NaN,3018 Bern,24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22827393,Wohnung,1450,1320,130,52,2,4.Stock,01.04.2020,1,1,,190m,100m,NaN,"Breitenrainstrasse 12A, 3013 Bern",23.01.2020,bern,26.02.2020,,,,,,,650m,400m,,,,,,,,,,,,,,,, +22811978,Wohnung,2840,2590,250,111,4.5,2.Stock,01.03.2020,1,1,,100m,100m,NaN,3011 Bern,,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22805667,Wohnung,1290,1070,220,,3,1.Stock,01.05.2020,1,,,,,NaN,"Tiefenaustrasse 129, 3004 Bern",23.01.2020,bern,26.02.2020,,,,,,1,,,,,,,,,,,,,,,,,, +22811917,Wohnung,1600,1400,200,78,2.5,1.Stock,sofort,,,,,,NaN,"Eigerstrasse 12, 3007 Bern",24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22807785,Wohnung,2500,2250,250,,4.5,1.Stock,sofort,1,,1,,,NaN,"Rodtmattstrasse 31, 3014 Bern",,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22807752,Wohnung,1850,,,80,3.5,EG,sofort,1,1,,220m,650m,NaN,"Hüsliackerstrasse 23, 3018 Bern",23.01.2020,bern,26.02.2020,,,1,1,1,1,,,,500m,1,,,,,,,,,,,,, +22995363,Wohnung,1400,,,,2.5,,nachVereinbarung,,,,,,NaN,3008 Bern BE,24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23000222,Dachwohnung,450,,,,1,,nachVereinbarung,,,,,,NaN,3012 Bern BE,23.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22809674,Loft,1870,1650,220,56,2,5.Stock,01.05.2020,,,,,,NaN,"Mühlemattstrasse 55, 3007 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23020988,Wohnung,120,70,50,35,1,Untergeschoss,01.04.2020,,,,300m,500m,NaN,"Keltenstrasse 84, 3018 Bern",23.01.2020,bern,26.02.2020,,1954,,,,,,,,,,,,,,,,,,,,,, +22798844,Wohnung,1900,1650,250,69,3,1.Stock,01.04.2020,1,,,100m,500m,NaN,"Weissenbühlweg 16, 3007 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22797115,Wohnung,2260,2000,260,95,3,1.Stock,sofort,,1,,,,3,"Kapellenstrasse 26, 3011 Bern",22.01.2020,bern,26.02.2020,,1912,,,,,,,,,,,,,,,,,,,,,, +11298313,Wohnung,1400,1200,200,,3,1.Stock,01.03.2020,,,,100m,100m,NaN,"Bahnhöheweg 26, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22802012,Wohnung,1290,1150,140,,3,4.Stock,,,,,,,NaN,3007 Bern,23.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22800070,Wohnung,1570,1370,200,,3,3.Stock,sofort,1,,,470m,70m,NaN,"Güterstrasse 14, 3008 Bern",22.01.2020,bern,26.02.2020,,,,,1,1,760m,480m,,,1,,,,,,,,,,,,, +22801396,Wohnung,1100,950,150,18,1,3.Stock,sofort,1,,,,,NaN,"Schwanengasse, 3, 3011 Bern BE",23.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22800082,Wohnung,1890,1620,270,91,3.5,2.Stock,sofort,1,1,,,,NaN,"Konsumstrasse 17, 3007 Bern",22.01.2020,bern,26.02.2020,,,,1,1,,,,,,,,,,,,,,,,,,, +22803547,Wohnung,1550,1300,250,,2.5,1.Stock,01.05.2020,,,,180m,440m,NaN,"Zielweg 5, 3014 Bern",,bern,26.02.2020,,,,,1,1,300m,590m,,,,,,,,,,,,,,,, +22803667,Wohnung,2000,1750,250,110,4.5,1.Stock,01.05.2020,1,,1,300m,290m,5,"Werkgasse 29, 3018 Bern",,bern,26.02.2020,110,2000,1,1,1,1,300m,300m,400m,500m,,,,,,,,,,,,,, +22798843,Wohnung,1450,1290,160,62,2.5,2.Stock,01.05.2020,1,,,80m,150m,NaN,"Pestalozzistrasse 22, 3007 Bern",,bern,26.02.2020,,,,,1,,250m,130m,,,,,,,,,,,,,,,, +22786595,Wohnung,1810,1550,260,,4,5.Stock,01.04.2020,,1,,600m,910m,NaN,"Mülinenstrasse 29, 3006 Bern",,bern,26.02.2020,,,,,,,2130m,1960m,,,,,,,,,,,,,,,, +22532506,Wohnung,1498,,,75,3.5,,nachVereinbarung,,,,,,NaN,"Weidmattweg 24, 3018 Bern",21.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22784408,Wohnung,1950,1750,200,70,3,3.Stock,nachVereinbarung,,,,500m,460m,NaN,"Reichenbachstrasse 75, 3004 Bern",,bern,26.02.2020,,,,,,,400m,2040m,2290m,,,,,,,,,,,,,,, +22796811,Wohnung,500,,,65,3,,nachVereinbarung,,,,,,NaN,"Pfaffensteig 4, 3018 Bern",24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22788477,Wohnung,1675,1370,305,94,3.5,8.Stock,nachVereinbarung,1,1,,,,NaN,"Holenackerstrasse 65, 3027 Bern",21.01.2020,bern,26.02.2020,,,1,,1,1,,,,,,1,,,,,,1,,,,,, +22789185,Wohnung,1390,1200,190,58,2,1.Stock,,,,,,,NaN,3006 Bern,21.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22794824,Wohnung,2320,2070,250,100,4.5,2.Stock,01.05.2020,1,,,50m,550m,NaN,"Mühledorfstrasse 2, 3018 Bern",,bern,26.02.2020,,,,,1,,250m,350m,800m,4000m,1,,,,,,,,,,,,, +22786788,Wohnung,1490,1290,200,65,2.5,Untergeschoss,01.04.2020,1,,,840m,1480m,NaN,"Dunantstrasse 4, 3006 Bern",,bern,26.02.2020,65,1971,,1,1,,560m,560m,,400m,,,,,,,,,,,,,, +22800024,Wohnung,1200,1000,200,,,2.Stock,sofort,,,,,,NaN,"Freiburgstrasse 129, 3008 Bern",22.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22789894,Wohnung,1390,1200,190,58,2,1.Stock,01.03.2020,1,,,200m,1000m,4,"Elfenauweg 23, 3006 Bern",21.01.2020,bern,26.02.2020,,1949,,,,,,,,,,,,,,,,,,,,,, +22859998,Wohnung,1575,1375,200,70,3.5,EG,,1,,,,,NaN,"Winkelriedstrasse 61, 3014 Bern",20.01.2020,bern,26.02.2020,,,,,,1,,,,,,,,,,,,,,,,,, +22895174,Wohnung,1575,,,,3.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,20.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22768541,Wohnung,1660,1400,260,66,2.5,4.Stock,01.03.2020,,,,,,3,"Gutenbergstr. 37, 3011 Bern",17.01.2020,bern,26.02.2020,,1934,,1,,,,225m,,,,,,,,,,,,,,,, +22769686,Wohnung,2350,2050,300,112,4.5,1.Stock,sofort,,,,,,NaN,"Murtenstrasse 143 F, 3008 Bern",17.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22782084,Wohnung,1260,1110,150,37,1.5,1.Stock,sofort,,,,,,NaN,"Brückfeldstr. 19, 3012 Bern",20.01.2020,bern,26.02.2020,,1976,,1,,,,,,,,,,,,,,,,,,,, +22779118,Wohnung,1360,1160,200,,3,,01.06.2020,1,,,,,NaN,"Freiburgstrasse 433, 3018 Bern",,bern,26.02.2020,,,,1,1,,,,,,,,,,,1,,,,,,,, +22768618,Wohnung,1990,1690,300,82,4.5,3.Stock,sofort,,,1,200m,350m,NaN,"Hopfenweg 40, 3007 Bern",,bern,26.02.2020,,,1,,1,1,500m,500m,500m,,,,,,,,,,,,,,, +22776336,Wohnung,2010,1725,285,91,3.5,EG,01.07.2020,,,,50m,50m,4,"Gigonweg 16, 3027 Bern",,bern,26.02.2020,,2010,,1,,,,,,100m,,,,,,,,,,,,,, +22779980,Wohnung,890,,,17,1,EG,01.04.2020,1,1,,,,NaN,3001 Bern BE,20.01.2020,bern,26.02.2020,,2018,1,,1,,,,,,1,1,,,,,,,,,,,, +22769497,Dachwohnung,2200,1910,290,105,2.5,4.Stock,01.04.2020,,,1,100m,200m,NaN,"Münstergasse 42, 3011 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,1,,,,,,,,,, +22768529,Wohnung,938,740,198,28,1,,sofort,,1,,,,3,"Eigerstrasse 78, 3007 Bern",16.01.2020,bern,26.02.2020,,1956,,1,,,,,,,,,,,,,,,,,,,, +22767470,Wohnung,1800,,,,3,,nachVereinbarung,,,,,,NaN,3008 Bern,16.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22824579,Wohnung,1240,1100,140,,2,4.Stock,sofort,,,,70m,300m,NaN,"Ostring 62, 3006 Bern",,bern,26.02.2020,,,,,,,850m,750m,,,,,,,,,,,,,,,, +22766460,Wohnung,1020,870,150,,1.5,1.Stock,01.07.2020,1,1,,200m,400m,NaN,"Riedbachstrasse 77, 3027 Bern",17.01.2020,bern,26.02.2020,,2017,1,,1,,750m,750m,,600m,1,1,,,,,1,,,,,,, +22753594,Wohnung,400,,,,1,,nachVereinbarung,,,,,,NaN,3005 Bern BE,15.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22758233,Wohnung,1280,1150,130,,2,,01.05.2020,,,,,,NaN,"Chutzenstrasse 61, 3007 Bern",16.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22764611,Wohnung,2880,,,,3.5,,nachVereinbarung,,,,,,NaN,3006 Bern BE,17.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22905956,Wohnung,2357,2057,300,120,4.5,EG,01.04.2020,1,1,,,,3,"Schloss-Strasse 121, 3008 Bern BE",15.01.2020,bern,26.02.2020,,1930,,1,1,,,,,,1,,,,,,,,,,,,, +22761302,Wohnung,2450,,,100,3.5,2.Stock,nachVereinbarung,,,,,,NaN,"Rabbentalstrasse 51, 3013 Bern BE",16.01.2020,bern,26.02.2020,,,,1,,,,,,,,,,,,,,,,,,,, +22755271,Wohnung,1550,1350,200,66,3.5,1.Stock,01.05.2020,,,,230m,800m,4,"Wangenstrasse 86d, 3018 Bern",15.01.2020,bern,26.02.2020,,2000,,,,,500m,600m,600m,850m,,,,,,,,,,,,,, +22747620,Wohnung,2220,2020,200,,3.5,Untergeschoss,nachVereinbarung,1,,1,100m,180m,NaN,"Seftigenstrasse 26, 3007 Bern",,bern,26.02.2020,,1900,,,,,,,,,,,,,,,,,,,,,, +22835037,Wohnung,1500,1300,200,,2.5,EG,sofort,,,,40m,480m,NaN,"Morillonstrasse 6, 3007 Bern",,bern,26.02.2020,,,,,,,820m,910m,,,,,,,,,,,,,,,, +22753919,Wohnung,1698,1473,225,74,3.5,3.Stock,01.04.2020,1,1,,,,NaN,"Morillonstrasse 11, 3007 Bern",21.01.2020,bern,26.02.2020,,,,1,,,,,,,,,,,,,,,,,,,, +22749729,Wohnung,2950,2700,250,,3.5,2.Stock,sofort,1,,,,,NaN,"Lombachweg 13, 3006 Bern",,bern,26.02.2020,,2019,,,1,,,,,,,,,,,,1,,,,,,, +13443727,Wohnung,4650,4250,400,210,7.5,1.Stock,01.05.2020,1,,1,100m,100m,3,"Muristrasse 42, 3006 Bern",,bern,26.02.2020,,1895,,1,1,1,100m,500m,300m,800m,,,,,,,,,,,,,, +22745340,Maisonette,2990,2600,390,121,4.5,2.Stock,01.03.2020,1,,,,,NaN,"Bürenstrasse 27, 3007 Bern",,bern,26.02.2020,,,,1,1,,,,,,,,,1,,,,,,,,,, +22751367,Wohnung,1550,1350,200,,3,2.Stock,01.03.2020,1,,,,,NaN,"Kehrgasse 24, 3018 Bern",15.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22745150,Dachwohnung,2305,2100,205,84,2.5,6.Stock,sofort,,1,,130m,30m,NaN,"Marktgasse 52, 3011 Bern",,bern,26.02.2020,,,,,1,,,,,2900m,,,,,,,,,,,,,, +22748294,Wohnung,1630,1430,200,,3.5,8.Stock,sofort,1,1,,,,NaN,"Neuhausweg 21, 3027 Bern",15.01.2020,bern,26.02.2020,,,1,,,,,,,,1,,,,,,,,,,,,, +22992348,Wohnung,750,,,,1,,nachVereinbarung,,,,,,NaN,3007 Bern BE,15.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22869511,Dachwohnung,830,,,,1,,nachVereinbarung,,,,,,NaN,3011 Bern BE,14.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22737231,Wohnung,1610,1390,220,72,3,EG,01.03.2020,1,,,,,NaN,"Martiweg 7, 3008 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22739903,Wohnung,250,,,,1,,nachVereinbarung,,,,,,NaN,3000 Bern BE,14.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22742331,Wohnung,1380,1160,220,,3,3.Stock,01.05.2020,1,,,,,NaN,"Looslistrasse 40, 3027 Bern",14.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22742980,Wohnung,1345,1145,200,55,2,,01.04.2020,1,1,,,,NaN,"Viktoriastrasse 45, 3013 Bern",,bern,26.02.2020,,,,1,1,1,,,,,,,,,,,,,,,,,, +22979612,Wohnung,2080,1850,230,76,3,1.Stock,16.03.2020,1,1,,,,NaN,"Viktoriastrasse 45, 3013 Bern",,bern,26.02.2020,,,,1,1,1,,,,,,,,,,,1,,,,,,, +22780636,Dachwohnung,1840,1670,170,66,2.5,5.Stock,01.03.2020,,1,,60m,100m,NaN,"Scheibenstrasse 16, 3014 Bern",,bern,26.02.2020,,,,,,,40m,490m,,,,,,,,,1,,,,,,, +22739908,Wohnung,1000,,,,3.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,14.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22744843,Wohnung,1660,1400,260,88,3.5,,01.04.2020,,,,,,5,"Cäcilienstr. 7, 3007 Bern",14.01.2020,bern,26.02.2020,,1979,,1,,1,,,,,,,,,,,,,,,,,, +22742085,Wohnung,1540,1260,280,,3.5,EG,01.04.2020,1,,,,,NaN,"Burgunderstrasse 17, 3018 Bern",14.01.2020,bern,26.02.2020,,1953,,1,,1,,,,,,,,,,,,,,,,,, +22962806,Wohnung,1900,1650,250,95,4.5,9.Stock,sofort,1,1,,420m,210m,5,"Jupiterstrasse 5, 3015 Bern",,bern,26.02.2020,,1973,,1,,1,520m,390m,,,1,,,,,,,,,,,,, +22837321,Wohnung,1430,,,,2,,nachVereinbarung,,,,,,NaN,3013 Bern BE,11.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22848279,Wohnung,1490,1290,200,61,2.5,,16.05.2020,1,1,,,,4,"Mittelstrasse 57, 3012 Bern",,bern,26.02.2020,,1974,,,,,,,,,,,,,,,,,,,,,, +22919672,Wohnung,2190,1990,200,,3,EG,01.04.2020,1,,,,,NaN,"Schillingstrasse 23, 3005 Bern",13.01.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22726324,Wohnung,2650,2360,290,98,4.5,1.Stock,01.04.2020,1,1,,200m,450m,NaN,"Amietstrasse 15, 3006 Bern",,bern,26.02.2020,,,,,1,1,,,,500m,1,1,,,,,,,,,,,, +22738662,Wohnung,1830,1650,180,,3,3.Stock,01.03.2020,,,,30m,50m,NaN,"Seidenweg 6, 3012 Bern",13.01.2020,bern,26.02.2020,,1930,,,,,,,,,,,,,,,,,,,,,, +22725944,Wohnung,2900,2375,525,131,4.5,EG,01.05.2020,1,1,,,,NaN,"Le-Corbusier-Platz 11, 3027 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22735651,Wohnung,1970,1800,170,53,1.5,2.Stock,01.04.2020,,1,,,,NaN,"Brunngasse 30, 3011 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +16616241,Wohnung,2190,1990,200,,3,,01.04.2020,1,,,180m,865m,NaN,"Schillingstrasse 23, 3005 Bern",,bern,26.02.2020,,,,,1,,,,2500m,,,,,,,1,,,,,,,, +22727212,Wohnung,1440,1300,140,55,2.5,2.Stock,sofort,,1,,,,NaN,"Mühledorfstrasse 4, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22724110,Wohnung,2040,1850,190,76,3.5,1.Stock,sofort,,,,200m,250m,3,"Elfenauweg 17, 3006 Bern",,bern,26.02.2020,,1954,,,,,,,,,,,,,,,,,,,,,, +15824060,Wohnung,2650,2300,350,,3.5,1.Stock,sofort,1,,1,100m,500m,NaN,"Brunnadernstrasse 12a, 3006 Bern",,bern,26.02.2020,,,,,1,,,,,500m,,,,,,,,,,,,,, +22722271,Wohnung,1140,990,150,,1,1.Stock,01.03.2020,1,1,,,,NaN,"Nydeggstalden 20, 3011 Bern",10.01.2020,bern,26.02.2020,,1974,,,,,,,,,,,,,,,,,,,,,, +22937891,Wohnung,1700,1500,200,,3,,,,,,,,NaN,3014 Bern,10.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22716779,Wohnung,2690,2400,290,93,4.5,1.Stock,sofort,1,1,,,,NaN,"Dalmazirain 26, 3005 Bern",09.01.2020,bern,26.02.2020,,,,,1,,,,,,1,,,,,,,,,,,,, +22722868,Wohnung,2900,2375,525,131,4.5,,,,,,,,NaN,3027 Bern,10.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22713248,Wohnung,1500,,,,2,,nachVereinbarung,,,,,,NaN,3000 Bern BE,09.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22718754,Wohnung,625,,,16,1,2.Stock,nachVereinbarung,,,,,,NaN,"Marzilistrasse 19, 3005 Bern BE",10.01.2020,bern,26.02.2020,,1940,,,,,,,,,,,,,,,,,,,,,, +22723917,Wohnung,1470,1250,220,62,2.5,2.Stock,01.04.2020,,,,,,4,"Bolligenstr. 46C, 3006 Bern",10.01.2020,bern,26.02.2020,,1983,,1,,1,,,,,,,,,,,,,,,,,, +22724285,Maisonette,2910,2650,260,109,4.5,3.Stock,nachVereinbarung,1,1,,200m,200m,NaN,"Sennweg 6, 3012 Bern",10.01.2020,bern,26.02.2020,,1964,,1,1,1,600m,600m,800m,,1,,,,,,1,,,,,,, +22706892,Wohnung,aufAnfrage,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,08.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22710869,Wohnung,3220,2900,320,117,4.5,1.Stock,,,,,,,NaN,3013 Bern,09.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22706318,Wohnung,1675,1435,240,70,3.5,,nachVereinbarung,1,,,100m,,NaN,"Lombachweg 9, 3006 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,1,,1,,,,,,,, +22707491,Wohnung,1690,1440,250,61,3,2.Stock,nachVereinbarung,,,,,,NaN,"Sonnenhofweg 11, 3006 Bern",08.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22807828,Wohnung,1450,1200,250,,3.5,,01.03.2020,1,,,270m,330m,NaN,"Holligenstrasse 72, 3008 Bern",,bern,26.02.2020,,1967,,,1,,650m,650m,650m,1000m,,,,,,1,,,,,,,, +22708977,Wohnung,1000,,,,1,2.Stock,sofort,1,,,,,NaN,"Mühlemattstrasse 48, 3007 Bern BE",09.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +10531133,Wohnung,2790,2490,300,114,3.5,1.Stock,01.05.2020,1,,1,100m,100m,NaN,"Jubiläumsstrasse 97, 3005 Bern",,bern,26.02.2020,,,,,1,,,,,,1,,,,,,,,,,,,, +22748881,Wohnung,1790,1640,150,59,3,5.Stock,01.04.2020,,1,,,,NaN,"Mühledorfstrasse 4, 3018 Bern",09.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22835706,Wohnung,2160,1860,300,95,3.5,4.Stock,01.03.2020,,,,,,NaN,"Murtenstrasse 143 F, 3008 Bern",08.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22711254,Wohnung,3220,2900,320,117,4.5,1.Stock,01.04.2020,1,1,,200m,500m,3,"Lorrainestrasse 25, 3013 Bern",09.01.2020,bern,26.02.2020,,2017,,,,,200m,500m,500m,,,,,,,,,,,,,,, +22702206,Wohnung,1700,1550,150,59,3,2.Stock,sofort,,1,,,,NaN,"Mühledorfstrasse 4, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22696103,Wohnung,2198,1998,200,70,2.5,2.Stock,01.04.2020,,,,,,NaN,"Kramgasse 13, 3011 Bern",07.01.2020,bern,26.02.2020,,1900,,,,,,,,,,,,,,,,,,,,,, +22697866,Wohnung,2920,2770,150,130,3.5,4.Stock,01.03.2020,1,,,100m,100m,NaN,"Kramgasse 29, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22707454,Wohnung,2160,1860,300,95,3.5,4.Stock,01.03.2020,,,,,,NaN,"Murtenstrasse 143 F, 3008 Bern",08.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22936928,Wohnung,1350,1220,130,36,1.5,4.Stock,01.04.2020,1,,,50m,50m,NaN,"Flurstrasse 3, 3014 Bern",,bern,26.02.2020,,,,,,,,50m,,200m,,,,,,,,,,,,,, +22697752,Wohnung,1080,880,200,30,1.5,3.Stock,,,,,,,NaN,"Rodtmattstrasse 46, 3014 Bern",07.01.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22697849,Wohnung,1700,1450,250,66,3.5,EG,nachVereinbarung,1,1,,100m,100m,4,"Reiterstrasse 9, 3013 Bern",,bern,26.02.2020,,1990,,1,1,1,,,,,,,,,,,,,,,,,, +22690402,Dachwohnung,2550,2250,300,115,3.5,3.Stock,sofort,1,,,300m,300m,NaN,"Bühlstrasse 25, 3012 Bern",,bern,26.02.2020,,,,,1,,,,,1000m,1,,,,,,,,,,,,, +22824955,Wohnung,650,500,150,,1,1.Stock,nachVereinbarung,1,,,,,NaN,3006 Bern BE,07.01.2020,bern,26.02.2020,,,1,1,1,,,,,,,,1,,,,,,,,,,, +22906085,Wohnung,1390,1230,160,,3,2.Stock,01.04.2020,1,,,100m,100m,NaN,"Frankenstrasse 28, 3018 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,1,,,,,,, +22679898,Wohnung,1880,1580,300,90,4,6.Stock,nachVereinbarung,,,,200m,50m,3,"Obermattstr. 18, 3018 Bern",03.01.2020,bern,26.02.2020,,1970,,1,1,1,500m,269m,3000m,3000m,,,,,,,,,,,,,, +22675401,Wohnung,1590,1390,200,55,2,3.Stock,01.03.2020,1,,,,,NaN,"Tscharnerstrasse 38, 3007 Bern BE",03.01.2020,bern,26.02.2020,,,,1,1,,,,,,,,,,,,,,,,,,, +22685481,Wohnung,1700,1500,200,85,3.5,,nachVereinbarung,,,,,,4,3014 Bern BE,06.01.2020,bern,26.02.2020,,1965,1,,,,,,,,,,,,,,,,,,,,, +22654425,Wohnung,3480,3080,400,115,4.5,6.Stock,,,,,,,NaN,3013 Bern,04.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,1,, +22917114,Dachwohnung,2450,,,105,3.5,2.Stock,01.03.2020,1,,,250m,250m,NaN,"Rabbentalstrasse 51, 3013 Bern",,bern,26.02.2020,,,,,1,1,250m,350m,,1500m,,,,,,,,,,,,,, +22688757,Wohnung,1350,1100,250,55,2,EG,01.03.2020,,1,,30m,400m,4,"Ostring 10, 3006 Bern",,bern,26.02.2020,,1946,,,,,,,,,,,,,,,,,,,,,, +22656456,Wohnung,5,,,,2,,nachVereinbarung,,,,,,NaN,3013 Bern BE,06.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22673675,Wohnung,850,,,,1,3.Stock,nachVereinbarung,1,,,,,NaN,3027 Bern BE,02.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22464483,Wohnung,2390,2290,100,70,3.5,,sofort,1,1,,210m,10m,NaN,"Waffenweg 10/12, 3014 Bern",,bern,26.02.2020,,,,1,,,190m,470m,,,,1,,,,,,,,,,,, +22679222,Wohnung,930,760,170,28,1,1.Stock,sofort,,1,,,,3,"Eigerstrasse 78, 3007 Bern",03.01.2020,bern,26.02.2020,,1956,,1,,,,,,,,,,,,,,,,,,,, +22669668,Wohnung,615,600,15,20,1,6.Stock,nachVereinbarung,1,1,,,,NaN,3014 Bern BE,31.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22660694,Wohnung,850,650,200,,1,EG,sofort,,,,,,NaN,"Bümplizstrasse 42, 3027 Bern",28.12.2019,bern,26.02.2020,,,,,,1,,,,,,,,,,,,,,,,,, +22921052,Wohnung,1240,1020,220,,2.5,3.Stock,01.04.2020,1,,,,,NaN,"Bümplizstrasse 42, 3027 Bern",31.12.2019,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22646355,Wohnung,2500,2220,280,,,,01.07.2020,1,1,,230m,600m,NaN,"Spitalackerstrasse 23, 3013 Bern",,bern,26.02.2020,,,,,,1,120m,300m,,,,,,,,,1,,,,,,, +22777264,Wohnung,1350,,,,2.5,,nachVereinbarung,,,,,,NaN,3008 Bern BE,24.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22673571,Wohnung,628,,,,1,3.Stock,nachVereinbarung,1,,,,,NaN,"Effingerstrasse, 3008 Bern BE",02.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22658197,Wohnung,1440,1290,150,47,2,EG,15.04.2020,1,,,100m,300m,3,"Greyerzstrasse 93, 3013 Bern",,bern,26.02.2020,,1936,,,,,,,,,,,,,,,,,,,,,, +22641154,Wohnung,1700,,,48,1.5,5.Stock,nachVereinbarung,1,1,,,,2,3012 Bern BE,23.12.2019,bern,26.02.2020,,2017,,,,,,,,,1,,,,,,,,,,,,, +22670104,Wohnung,1900,,,,3.5,,nachVereinbarung,,,,,,NaN,3012 Bern BE,31.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22634101,Wohnung,1690,1420,270,,2.5,,sofort,1,,,340m,980m,NaN,"Elfenauweg 7, 3006 Bern",,bern,26.02.2020,,,,,,,1980m,170m,,,,,,,,1,,,,,,,, +22630891,Wohnung,1250,1120,130,40,1,5.Stock,01.04.2020,1,1,1,,,NaN,"Schwarztorstrasse 25, 3007 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22930239,Wohnung,1420,1250,170,55,2,,sofort,1,1,1,100m,100m,NaN,"Mittelstrasse 66, 3012 Bern",,bern,26.02.2020,,,,,1,,250m,250m,250m,,,,,,,1,,,,,,,, +22631450,Wohnung,1860,1650,210,70,3,Untergeschoss,sofort,1,1,,290m,290m,3,"Schönburgstrasse 56, 3013 Bern",,bern,26.02.2020,,1960,,,,,340m,670m,,,,,,,,,,,,,,,, +22630543,Wohnung,880,700,180,31,1,5.Stock,01.03.2020,1,1,,200m,200m,NaN,"Giacomettistrasse 6, 3006 Bern",20.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22629120,Wohnung,,,130,29,1,3.Stock,sofort,,,,,,NaN,"Friedheimweg 20, 3007 Bern BE",20.12.2019,bern,26.02.2020,,,,1,1,,,,,,,,,,,,,,,,,,850,720 +22627730,Wohnung,1520,1290,230,73,3,10.Stock,01.03.2020,,1,,750m,600m,4,"Holligenstrasse 121, 3008 Bern",19.12.2019,bern,26.02.2020,,1961,,1,,,900m,,,1200m,,,,,,,,,,,,,, +22626059,Wohnung,1420,1250,170,50,,,01.04.2020,1,1,,100m,250m,NaN,"Mittelstrasse 66, 3012 Bern",19.12.2019,bern,26.02.2020,,,1,,1,1,100m,100m,250m,,,,,,,,,,,,,,, +22629805,Wohnung,2130,1950,180,66,2.5,EG,sofort,1,1,,200m,900m,3,"Hostettlerweg 4, 3006 Bern",20.12.2019,bern,26.02.2020,,2016,,1,,1,140m,140m,140m,900m,1,,,,,,,,,,,,, +22634099,Wohnung,1895,1720,175,,2,4.Stock,01.05.2020,,1,,,,NaN,"Postgasse 18, 3011 Bern",20.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22629804,Wohnung,2820,2550,270,98,3.5,1.Stock,sofort,1,1,,200m,900m,3,"Hostettlerweg 4, 3006 Bern",20.12.2019,bern,26.02.2020,,2016,,1,,1,140m,140m,140m,900m,1,,,,,,,,,,,,, +22848197,Wohnung,3155,2890,265,,3.5,4.Stock,nachVereinbarung,1,1,,120m,10m,NaN,"Moserstrasse 33, 3014 Bern",,bern,26.02.2020,90,2019,,,1,1,620m,390m,,2000m,1,,,,,,1,,,,,,, +22621887,Wohnung,990,840,150,,1,3.Stock,sofort,,1,,50m,100m,NaN,"Belpstrasse 45, 3007 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22586867,Wohnung,2450,,,124,3.5,3.Stock,nachVereinbarung,1,1,,,,NaN,"Stöckackerstrasse 102, 3018 Bern BE",12.12.2019,bern,26.02.2020,,,,,1,,,,,,1,1,,,,,,,,,,,, +22394497,Wohnung,1690,1450,240,63,3,2.Stock,nachVereinbarung,,1,,,,NaN,"Monbijoustrasse 114, 3007 Bern",17.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22624636,Wohnung,1540,1350,190,59,2.5,4.Stock,01.04.2020,,,,,,3,"Gutenbergstr. 39, 3011 Bern",19.12.2019,bern,26.02.2020,,1934,,1,,,,225m,,,,,,,,,,,,,,,, +22716586,Wohnung,1700,1450,250,72,3.5,1.Stock,sofort,1,1,,480m,530m,NaN,"Holenackerstrasse 7, 3027 Bern",,bern,26.02.2020,,,,,,,260m,770m,,,1,,,,,,,,,,,,, +22789961,Wohnung,1460,1250,210,60,3,3.Stock,sofort,1,,,220m,330m,3,"Waldmannstrasse 7, 3027 Bern",,bern,26.02.2020,,1962,,,1,1,180m,190m,,,,,,,,,,,,,,,, +22583828,Wohnung,1365,1175,190,51,2.5,5.Stock,sofort,,1,,30m,30m,4,"Brunnmattstrasse 20 A, 3007 Bern",,bern,26.02.2020,,1974,,,,,,,,,,,,,,,,,,,,,, +22485331,Wohnung,550,,,,4,,nachVereinbarung,,,,,,NaN,3013 Bern BE,27.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22604923,Wohnung,2650,2450,200,98,4,1.Stock,01.03.2020,1,,,,,NaN,"Primelweg 1, 3004 Bern",,bern,26.02.2020,112,,,1,1,1,,,,,,,,,92m³,,,,,,,,, +22919678,Wohnung,1550,1350,200,71,2.5,1.Stock,sofort,1,,,,,NaN,"Stapfenackerstrasse 50, 3018 Bern",11.12.2019,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22571175,Attika,3850,3330,520,155,5.5,4.Stock,01.03.2020,1,1,,100m,100m,NaN,"Frohbergweg 7, 3012 Bern",,bern,26.02.2020,,,,1,1,1,,,,,1,,,1,,,,,,,,,, +22578189,Wohnung,2870,2490,380,,2,1.Stock,sofort,1,1,,,,NaN,"Junkerngasse 16, 3011 Bern",11.12.2019,bern,26.02.2020,,,,,,,,,,,1,,,,,,,,,,,,, +22570932,Wohnung,1330,1190,140,45,2,3.Stock,01.03.2020,,,,,,3,"Buristr. 6, 3006 Bern",10.12.2019,bern,26.02.2020,,1967,,1,1,,,,,,,,,,,,,,,,,,, +22579121,Dachwohnung,3060,2680,380,,2,4.Stock,sofort,,1,,,,NaN,"Junkerngasse 16, 3011 Bern",11.12.2019,bern,26.02.2020,,,,,,,,,,,1,,,,,,,,,,,,, +23025899,Maisonette,2175,1900,275,100,3,,nachVereinbarung,,,,,,NaN,3014 Bern,11.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22568524,Wohnung,1540,1300,240,,3.5,EG,,1,,,,,NaN,"Eigerstrasse 6, 3007 Bern",09.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22575321,Wohnung,1555,1285,270,73,3.5,4.Stock,01.03.2020,,,,,,4,"Spitalackerstrasse 20 a, 3013 Bern",,bern,26.02.2020,,1966,,,,,,,,,,,,,,,,,,,,,, +22193572,Wohnung,3050,2850,200,140,4.5,1.Stock,15.07.2020,1,,1,,,NaN,"Muristrasse 7, 3006 Bern",09.12.2019,bern,26.02.2020,,,1,1,1,,,,,,,,,,,,,,,,,,, +22570265,Wohnung,2800,2500,300,110,4.5,2.Stock,nachVereinbarung,1,,,,,NaN,"Seminarstrasse 11, 3006 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22979611,Wohnung,3850,3500,350,145,5,3.Stock,01.04.2020,1,1,,,,NaN,"Dufourstrasse 23, 3005 Bern",,bern,26.02.2020,,,,1,1,,,,,,,1,,,,,1,,,,,,, +23018296,Wohnung,2690,2300,390,143,3,4.Stock,15.03.2020,,,,,,4,"Kramgasse 9, 3011 Bern",06.12.2019,bern,26.02.2020,,1900,,,,,,,,,,,,,,,,,,,,,, +23025182,Wohnung,300,,,,1,,nachVereinbarung,,,,,,NaN,3011 Bern BE,09.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22856274,Wohnung,2350,2100,250,84,2.5,4.Stock,nachVereinbarung,1,1,,120m,80m,NaN,"Dufourstrasse 23, 3005 Bern",,bern,26.02.2020,,,,1,1,,920m,,,,,,,,,,,,,,,,, +22543224,Wohnung,2800,2500,300,134,6,2.Stock,nachVereinbarung,1,1,,,,NaN,"Morillonstrasse 16, 3007 Bern",05.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22535127,Wohnung,2295,2025,270,103,3.5,3.Stock,01.04.2020,,,,,,5,"Weltpoststrasse 8b, 3015 Bern",,bern,26.02.2020,,2012,,,,,,,,,,,,,253m³,,,,,,,,, +22548756,Attika,2790,2600,190,85,3.5,3.Stock,sofort,,,,200m,800m,NaN,"Gryphenhübeliweg 28, 3006 Bern",,bern,26.02.2020,,1953,,,,,,,,,,,,,,,,,,,,,, +22549464,Wohnung,1740,1520,220,70,3,1.Stock,01.03.2020,1,,,50m,400m,3,"Reiterstrasse 17, 3013 Bern",05.12.2019,bern,26.02.2020,,1949,,,,,,,,,,,,,,,,,,,,,, +22562918,Wohnung,1200,,,25,1.5,,01.03.2020,,,,,,NaN,3014 Bern,09.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22542085,Wohnung,2800,2500,300,134,6,2.Stock,,,,,,,NaN,3007 Bern,05.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22940495,Wohnung,1570,1320,250,,3,EG,sofort,1,,,60m,150m,NaN,"Güterstrasse 14, 3008 Bern",01.12.2019,bern,26.02.2020,,,,1,1,1,,,,400m,1,,,,,,,,,,,,, +22716577,Wohnung,1450,1250,200,50,2.5,,01.03.2020,1,,,100m,500m,3,"Wylerfeldstrasse 36, 3014 Bern",,bern,26.02.2020,,1946,,,,,,,,,,,,,,1,,,,,,,, +22528880,Wohnung,3870,3500,370,151,5.5,2.Stock,sofort,1,1,,450m,,NaN,"Wildhainweg 7, 3012 Bern",03.12.2019,bern,26.02.2020,,2005,1,,1,1,,,,1300m,1,,,,,,,,,,,,, +22517122,Wohnung,1930,1630,300,,3.5,3.Stock,sofort,1,1,1,100m,100m,NaN,"Schönburgstrasse 58, 3013 Bern",,bern,26.02.2020,,,,,1,,,,,1000m,1,,,,,,,,,,,,, +22879575,Wohnung,1150,1000,150,49,2,2.Stock,sofort,,,,,,NaN,"Freiburgstrasse 431, 3018 Bern",03.12.2019,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22535394,Wohnung,765,,,14,1,2.Stock,nachVereinbarung,1,1,,,,NaN,"Bethlehemstrasse 171, 3018 Bern BE",04.12.2019,bern,26.02.2020,,,,,,,,,,,1,,1,,,,,,,,,,, +22539051,Wohnung,1935,1685,250,78,3.5,1.Stock,sofort,1,1,,,,NaN,"Billeweg 24, 3027 Bern",04.12.2019,bern,26.02.2020,,,,1,1,,,,,,1,,1,,,,,,,,,,, +22519198,Wohnung,aufAnfrage,,,260,4,1.Stock,sofort,,,1,420m,610m,NaN,"Junkerngasse, 3011 Bern",,bern,26.02.2020,260,,,,,,3560m,,,,,,,1,,,,,,,,,, +23018297,Wohnung,1370,1180,190,,2.5,2.Stock,,,,,,,NaN,"Brunngasse 19, 3011 Bern",04.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22881998,Wohnung,1450,1250,200,77,3.5,1.Stock,nachVereinbarung,1,,,,,NaN,"Freiburgstrasse 431, 3018 Bern",03.12.2019,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22505369,Dachwohnung,1650,1450,200,,2.5,5.Stock,sofort,,,1,5m,20m,NaN,"Länggassstrasse 32A, 3012 Bern",,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22562773,Wohnung,1620,1490,130,50,2,EG,01.03.2020,,,,50m,100m,NaN,"Sonnenhofweg 7, 3006 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22919654,Wohnung,1500,1200,300,,3.5,1.Stock,sofort,1,,,,,NaN,"Libellenweg 5, 3006 Bern",25.11.2019,bern,26.02.2020,,,1,,1,,,,,,,,,,,,,,,,,,, +22121564,Wohnung,1990,1720,270,75,3.5,4.Stock,sofort,,1,,,,NaN,"Breitenrainstrasse 27, 3013 Bern",,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22852017,Dachwohnung,1780,1500,280,65,3,2.Stock,nachVereinbarung,1,,,,,NaN,3007 Bern,25.11.2019,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22500114,Wohnung,2100,1900,200,77,3.5,2.Stock,01.03.2020,1,,,,,NaN,"Morillonstrasse 4, 3007 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22513324,Wohnung,1450,,,75,3.5,,01.03.2020,,,,,,NaN,"Schenkstrasse 57, 3008 Bern",01.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23024695,Wohnung,750,,,,1,,nachVereinbarung,,,,,,NaN,3014 Bern BE,29.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22486129,Wohnung,1380,1200,180,50,,5.Stock,01.03.2020,1,1,,570m,250m,NaN,"Gotenstrasse 21, 3018 Bern",,bern,26.02.2020,,,,,,,310m,1040m,,,,,,,,,,,,,,,, +22487418,Wohnung,1840,1640,200,85,3.5,2.Stock,nachVereinbarung,1,,1,330m,1290m,NaN,"Segantinistrasse 20, 3006 Bern",,bern,26.02.2020,,,,,,,120m,300m,,,,,,,,,,,,,,,, +22456492,Wohnung,840,740,100,27,1,2.Stock,sofort,1,,,100m,200m,4,"Sonnenhofweg 12, 3006 Bern",,bern,26.02.2020,,1952,,,,,,,,,,,,,,,,,,,,,, +22458297,Wohnung,2470,2200,270,84,3.5,EG,sofort,,,,100m,300m,NaN,"Cäcilienstrasse 14, 3007 Bern",21.11.2019,bern,26.02.2020,,1916,,,,,500m,300m,300m,,,,,,,,,,,,,,, +22778088,Wohnung,2450,2200,250,120,3,3.Stock,sofort,,,,,,NaN,"Gerechtigkeitsgasse 77, 3011 Bern",15.11.2019,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22412628,Wohnung,2600,2400,200,112,4,EG,,,1,,,,NaN,"Gutenbergstrasse 27, 3011 Bern",14.11.2019,bern,26.02.2020,112,,1,,1,,,,,,,,,,,,,,,,,,, +22461911,Wohnung,4550,4050,500,170,7,1.Stock,nachVereinbarung,,1,,,,NaN,"Bernastrasse 57, 3005 Bern",22.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22535492,Wohnung,2100,1900,200,70,3,3.Stock,nachVereinbarung,,,,,,2,"Jubiläumsstrasse 54, 3005 Bern BE",21.11.2019,bern,26.02.2020,,1934,,,1,,,,,,,,,,,,,,,,,,, +22412060,Wohnung,2350,2050,300,,4.5,2.Stock,sofort,1,,1,,250m,NaN,"Scharnachtalstrasse 12, 3006 Bern",,bern,26.02.2020,,,,,,,,300m,,,,,,1,,,,,,,,,, +22709261,Wohnung,1620,1400,220,,3,2.Stock,01.03.2020,1,1,,,,NaN,"Bottigenstrasse 22, 3018 Bern",20.11.2019,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22716581,Wohnung,1840,1640,200,83,3,8.Stock,sofort,1,1,,50m,50m,NaN,"Winkelriedstrasse 7, 3014 Bern",,bern,26.02.2020,,,,,,,100m,100m,250m,,1,,1,,,,,,,,,,, +22801397,Wohnung,40,,,,1,,nachVereinbarung,,,,,,NaN,3014 Bern BE,19.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22409350,Wohnung,2985,2700,285,,4,1.Stock,nachVereinbarung,1,1,,120m,10m,NaN,"Moserstrasse 33, 3014 Bern",,bern,26.02.2020,99,2019,,,1,1,620m,390m,,,1,1,,,,,1,,,,,,, +22440482,Maisonette,1530,1340,190,,2.5,4.Stock,sofort,,,,,,NaN,"Breitenrainstrasse 15, 3013 Bern",06.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22371514,Wohnung,1440,1250,190,,3,2.Stock,sofort,1,,,210m,30m,NaN,"Brünnenstrasse 105, 3018 Bern",,bern,26.02.2020,,,,,,,280m,610m,,,,,,,,,,,,,,,, +22696121,Wohnung,1500,1350,150,60,2.5,4.Stock,nachVereinbarung,,,,,,NaN,"Thunstrasse 93, 3006 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22783178,Dachwohnung,3890,3540,350,120,5,3.Stock,sofort,1,,,100m,250m,NaN,"Diesbachstrasse 10, 3012 Bern",13.11.2019,bern,26.02.2020,,1906,,,1,,,,,500m,,,,,,,,,,,,,, +22387120,Wohnung,1390,1190,200,54,3,3.Stock,sofort,,,,,,NaN,"Untermattweg 76, 3027 Bern",15.01.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22410815,Wohnung,1515,1315,200,60,3.5,3.Stock,sofort,1,,,100m,100m,4,"Egelgasse 70 / 70a, 3006 Bern",,bern,26.02.2020,,1961,,,,,,,,,,,,,,,,,,,,,, +22568122,Wohnung,1500,1300,200,,2.5,1.Stock,sofort,1,,,300m,700m,NaN,"Stapfenackerstrasse 50, 3018 Bern",11.12.2019,bern,26.02.2020,,,,,1,,,200m,,,1,,,,,,,,,,,,, +22413228,Wohnung,2950,2650,300,105,4.5,EG,sofort,,,,100m,300m,NaN,"Cäcilienstrasse 14, 3007 Bern",14.11.2019,bern,26.02.2020,,1916,,,,,500m,300m,300m,,,,,,,,,,,,,,, +22866995,Wohnung,1700,,,,3,,nachVereinbarung,,,,,,NaN,3007 Bern BE,14.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22349596,Wohnung,1390,1190,200,,3,4.Stock,sofort,1,,,100m,100m,NaN,"Schlossstrasse 125, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22353841,Wohnung,1470,1340,130,51,2.5,5.Stock,sofort,,,,,,NaN,"Mühledorfstrasse 2A, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22848026,Wohnung,1350,1150,200,,2.5,2.Stock,sofort,1,1,,,500m,NaN,"Bahnhöheweg 36, 3018 Bern",,bern,26.02.2020,,,1,,1,,,,,,1,,,,,,,,,,,,, +22328581,Wohnung,1535,1300,235,61,3,7.Stock,sofort,,,,200m,50m,3,"Obermattstr. 16, 3018 Bern",01.11.2019,bern,26.02.2020,,1970,,1,1,1,500m,269m,3000m,3000m,,,,,,,,,,,,,, +22334029,Wohnung,1870,1610,260,71,2.5,1.Stock,sofort,1,1,,,,NaN,"Le-Corbusier-Platz 10, 3027 Bern",01.11.2019,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22328369,Wohnung,1550,1290,260,,3.5,2.Stock,sofort,1,,,,,NaN,"Mädergutstrasse 79, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22578963,Wohnung,600,,,,1,,nachVereinbarung,,,,,,NaN,3007 Bern BE,06.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22346226,Wohnung,2710,2400,310,130,4.5,2.Stock,nachVereinbarung,1,,,,,4,"Muristrasse 59, 3006 Bern",,bern,26.02.2020,,1935,,1,1,,,,,,,,,,,,,,,,,,, +22722696,Wohnung,1510,1290,220,75,3,5.Stock,sofort,,1,1,100m,100m,NaN,"Ostring 14, 3006 Bern",,bern,26.02.2020,,,,1,,1,100m,200m,,250m,,,,,,,,,,,,,, +22610220,Wohnung,1490,1310,180,55,2.5,3.Stock,nachVereinbarung,1,1,,200m,400m,4,"Riedbachstrasse 77, 3027 Bern",04.11.2019,bern,26.02.2020,,2017,1,,1,,750m,750m,,600m,1,1,,,,,1,,,,,,, +22326622,Wohnung,1550,1290,260,,3.5,2.Stock,,,,,,,NaN,3018 Bern,01.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22328345,Wohnung,1780,1470,310,92,4.5,5.Stock,01.05.2020,1,1,,,,NaN,"Holenackerstrasse 11, 3027 Bern",01.11.2019,bern,26.02.2020,,,,1,1,1,,,,,,,,,,,,,,,,,, +22107205,Wohnung,1700,,,60,3,2.Stock,,,,,,,NaN,3006 Bern,31.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22301091,Wohnung,1675,1425,250,74,3.5,EG,nachVereinbarung,1,1,,130m,75m,4,"Giacomettistrasse 27, 27b, 3006 Bern",28.10.2019,bern,26.02.2020,,1956,,1,1,,950m,1000m,700m,,1,,,,,,,,,,,,, +22961200,Wohnung,1700,1500,200,,2.5,4.Stock,01.05.2020,1,,,,,NaN,"Attinghausenstrasse 11, 3014 Bern",01.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22325244,Attika,2445,2180,265,102,4.5,4.Stock,nachVereinbarung,,,,500m,,3,"Hüsliackerstrasse 15, 3018 Bern",,bern,26.02.2020,,2009,,,,,,,,500m,,,,,,,,,,,,,, +22304574,Wohnung,1210,990,220,,2.5,4.Stock,sofort,1,,,,,NaN,"Looslistrasse 54, 3027 Bern",29.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22716579,Wohnung,1400,1200,200,61,2.5,1.Stock,sofort,1,,,270m,550m,NaN,"Wangenstrasse 43c, 3018 Bern",,bern,26.02.2020,,,,,,,1340m,930m,,,1,,,,,,,,,,,,, +22325850,Dachwohnung,1990,1710,280,90,3,,sofort,,1,,,,NaN,"Nydeggstalden 10, 3011 Bern",15.01.2020,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22974344,Dachwohnung,2800,2500,300,88,3.5,2.Stock,sofort,1,,,240m,220m,2,"Breitfeldstrasse 41, 3014 Bern",,bern,26.02.2020,,2019,,,,,400m,290m,,,,,,,,,1,,,,,,, +22535293,Dachwohnung,2690,2450,240,115,4,3.Stock,nachVereinbarung,,,1,,,NaN,"Rathausgasse 48, 3011 Bern",25.10.2019,bern,26.02.2020,,1470,,,1,,,,,,,,,1,,,,,,,,,, +22325049,Wohnung,1700,1500,200,,2.5,4.Stock,,,,,,,NaN,3014 Bern,15.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22245660,Maisonette,2870,2650,220,133,2.5,,01.04.2020,,,,,,NaN,"Länggassstrasse 10, 3012 Bern",18.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22813817,Wohnung,2180,1910,270,,4,3.Stock,sofort,1,1,,,,NaN,"Buristrasse 18, 3006 Bern",,bern,26.02.2020,,,,1,1,1,,,,,1,,,,,,,,,,,,, +22278582,Wohnung,2208,1958,250,85,3.5,2.Stock,sofort,1,1,,100m,500m,4,"Rüfenachtweg 6, 3006 Bern",,bern,26.02.2020,,2014,,,,1,,,,500m,1,,1,,,,,,,,,,, +22223188,Maisonette,3215,2915,300,110,4.5,,sofort,1,,,,,NaN,"Bitziusstrasse 51, 3006 Bern",,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22174564,Dachwohnung,2870,2570,300,,5.5,2.Stock,sofort,,,,100m,100m,NaN,"Mülinenstrasse, 3006 Bern",,bern,26.02.2020,,,,,1,,,,,,,1,,1,,,,,,,,,, +22716587,Wohnung,1400,1200,200,61,2.5,1.Stock,sofort,1,,,290m,570m,NaN,"Wangenstrasse 41b, 3018 Bern",,bern,26.02.2020,,,,,,,1000m,960m,,,1,,,,,,,,,,,,, +22289612,Wohnung,1590,1390,200,57,2,5.Stock,sofort,,,,,,NaN,"Winkelriedstrasse 48, 3014 Bern",26.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22282206,Wohnung,2595,2395,200,70,,3.Stock,,,,,,,NaN,3011 Bern,25.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22165824,Wohnung,2260,1900,360,105,4.5,13.Stock,sofort,1,1,,,,NaN,"Bahnstrasse 99 Miete, 3008 Bern BE",07.10.2019,bern,26.02.2020,,,,1,1,1,,,,,,,,,,,,,,,,,, +22113363,Wohnung,3850,3500,350,180,5.5,,sofort,,1,,200m,100m,3,"Morellweg 6, 3007 Bern",27.09.2019,bern,26.02.2020,,1906,,,,,,,,,,,,,,,,,,,,,, +22162875,Wohnung,3200,,,120,4.5,,sofort,,,,,,NaN,"Amselweg 19, 3012 Bern",06.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22174663,Wohnung,1360,1140,220,58,2,1.Stock,nachVereinbarung,1,,1,30m,50m,4,"Ostring 77, 3006 Bern",08.10.2019,bern,26.02.2020,,1945,,1,1,,650m,500m,500m,,,,,,,,,,,,,,, +22704023,Dachwohnung,270,,,,1,,nachVereinbarung,,,,,,NaN,3012 Bern BE,27.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23024429,Wohnung,1990,,,80,2.5,,01.05.2020,,,,,,NaN,"Funkerstrasse 25, 3013 Bern",03.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22166496,Wohnung,2260,1900,360,105,4.5,13.Stock,sofort,1,1,,,,NaN,"Bahnstrasse 99 Miete, 3008 Bern",07.10.2019,bern,26.02.2020,,,,1,1,1,,,,,,,,,,,,,,,,,, +22102056,Loft,3000,2600,400,178,2,2.Stock,sofort,1,1,,350m,630m,NaN,"Winterholzstrasse 55, 3018 Bern",,bern,26.02.2020,194,,,1,1,,460m,340m,,1800m,1,1,,,,,1,,,,,,, +22169278,Wohnung,1975,1630,345,89,4.5,9.Stock,nachVereinbarung,,,,200m,50m,3,"Obermattstr. 16, 3018 Bern",07.10.2019,bern,26.02.2020,,1970,,1,1,1,500m,269m,3000m,3000m,,,,,,,,,,,,,, +22282746,Wohnung,2950,2650,300,103,4,2.Stock,sofort,1,1,1,100m,100m,NaN,"Waaghausgasse 5, 3011 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22075997,Wohnung,1210,980,230,,2.5,4.Stock,01.03.2020,,,,,,NaN,"Looslistrasse 50, 3027 Bern",23.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22690489,Wohnung,2040,1900,140,,2,2.Stock,sofort,1,,1,190m,3270m,NaN,"Kramgasse 39, 3011 Bern",,bern,26.02.2020,,1700,,,,,3840m,,,,,,,,,,,,,,,,, +22434945,Wohnung,1730,1350,380,,2.5,,nachVereinbarung,1,,1,20m,650m,NaN,"Ostring 36/ 38, 3006 Bern",,bern,26.02.2020,,,,,1,1,840m,840m,,40m,,,,,,,,,,,,,, +22051276,Wohnung,2340,2010,330,117,1,EG,sofort,,1,,,,NaN,"Hardeggerstrasse 12, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,,1,,,,,,,,,,,, +22938265,Studio,855,830,25,17,1,2.Stock,01.04.2020,,,1,250m,500m,NaN,"Rathausgasse 45, 3011 Bern",,bern,26.02.2020,,,,1,,,500m,500m,500m,,,,,,,,,,,,,,, +22839517,Wohnung,2400,,,100,4.5,,sofort,,,,,,NaN,"Billeweg 8, 3027 Bern",23.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22093542,Wohnung,1645,1380,265,69,3.5,2.Stock,sofort,1,1,,,,4,"Obere Zollgasse 92, 3006 Bern",25.09.2019,bern,26.02.2020,,1973,,,,,,,,,,,,,,,,,,,,,, +22091417,Wohnung,1645,1380,265,69,3.5,2.Stock,,,,,,,NaN,3006 Bern,25.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22048431,Wohnung,2340,2010,330,117,1,,,,,,,,NaN,3008 Bern,18.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22075998,Wohnung,1290,1060,230,,3.5,1.Stock,sofort,,,,,,NaN,"Looslistrasse 50, 3027 Bern",23.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +21831302,Wohnung,1960,1780,180,70,2.5,,01.04.2020,1,1,,300m,300m,4,"Weltpoststrasse 1A, 3015 Bern",15.08.2019,bern,26.02.2020,,2020,,1,,,600m,700m,700m,1000m,1,1,1,,,1,1,,,,,,, +22021641,Wohnung,2000,1720,280,89,4.5,13.Stock,nachVereinbarung,,,,200m,50m,3,"Obermattstr. 16, 3018 Bern",13.09.2019,bern,26.02.2020,,1970,,1,1,1,500m,269m,3000m,3000m,,,,,,,,,,,,,, +20460607,Maisonette,2990,2760,230,130,4.5,4.Stock,nachVereinbarung,,,,,,3,"Lorrainestrasse 8a, 3013 Bern",11.09.2019,bern,26.02.2020,,1895,,,,,,,,,,,,,,,,,,,,,, +22716594,Wohnung,1430,1230,200,62,2.5,1.Stock,sofort,1,,,100m,380m,NaN,"Wangenstrasse 49, 3018 Bern",,bern,26.02.2020,,,,,,,1180m,770m,,500m,1,,,,,,,,,,,,, +22925669,Wohnung,1530,1350,180,71,3,1.Stock,16.05.2020,1,,,30m,100m,NaN,"Laubeggstrasse 139, 3006 Bern",,bern,26.02.2020,,,,,,,950m,950m,,,,,,,,,,,,,,,, +21822678,Wohnung,4450,4180,270,123,4.5,5.Stock,01.04.2020,1,1,,300m,300m,NaN,"Weltpoststrasse 1, 3015 Bern",14.08.2019,bern,26.02.2020,,2020,,1,,,600m,700m,700m,1000m,1,1,1,,,,1,,,,,,, +20823056,Dachwohnung,1945,1750,195,75,3,,sofort,,,,,,NaN,"Brunngasse 50, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22234055,Wohnung,1490,1310,180,,3,,sofort,1,,,100m,100m,NaN,"Laubeggstrasse 139, 3006 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,1,,,,,,,, +21822676,Wohnung,3890,3520,370,147,5.5,,01.04.2020,1,1,,300m,300m,4,"Weltpoststrasse 1B, 3015 Bern",14.08.2019,bern,26.02.2020,,2020,,1,,1,600m,700m,700m,1000m,1,1,1,,,1,1,,,,,,, +21988062,Dachwohnung,2400,1980,420,65,2,4.Stock,sofort,,1,,300m,50m,NaN,"Zeughausgasse 27, Wohnungen, 3011 Bern",09.09.2019,bern,26.02.2020,,1927,,,1,,1000m,2800m,2800m,,,,,,,,,,,,,,, +22965465,Dachwohnung,250,220,30,,1,4.Stock,01.05.2020,,,1,1m,100m,NaN,"Morillonstrasse 6, 3007 Bern",13.08.2019,bern,26.02.2020,,1932,,,,,250m,250m,250m,,,,,,,,,,,,,,, +21728072,Wohnung,2480,2080,400,116,3.5,1.Stock,sofort,1,1,,,,NaN,"Le-Corbusier-Platz 12, 3027 Bern",29.07.2019,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +21822674,Wohnung,2930,2660,270,105,4.5,1.Stock,01.04.2020,1,1,,300m,300m,4,"Weltpoststrasse 1A, 3015 Bern",14.08.2019,bern,26.02.2020,,2020,,1,,1,600m,700m,700m,1000m,1,1,1,,,,1,,,,,,, +21786260,Wohnung,1760,1550,210,,3,,sofort,1,,,,,NaN,"Heckenweg 41, 3007 Bern",08.08.2019,bern,26.02.2020,,1960,,,,,,,,,,,,,,,,,,,,,, +22984740,Wohnung,2540,2290,250,68,2.5,1.Stock,sofort,1,,,,,NaN,"Weststrasse 26, 3005 Bern",,bern,26.02.2020,75,1995,,,,,,,,,,,,,,,,,,,,,, +21480256,Wohnung,1804,1524,280,90,3,3.Stock,nachVereinbarung,,,,,,NaN,"Bolligenstrasse 46 A, 3006 Bern",20.06.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22716595,Wohnung,1420,1250,170,53,2.5,2.Stock,sofort,1,,,150m,140m,3,"Wylerfeldstrasse 38, 3014 Bern",,bern,26.02.2020,,1946,,,,,130m,240m,,,,,,,,,,,,,,,, +21288148,Wohnung,2750,2500,250,85,2.5,4.Stock,sofort,,,,,,NaN,"Rathausgasse 68, 3011 Bern",02.07.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +21805866,Wohnung,1810,1640,170,64,2.5,,sofort,1,1,,300m,300m,4,"Weltpoststrasse 3A, 3015 Bern",12.08.2019,bern,26.02.2020,,2019,,1,,,600m,700m,700m,1000m,1,1,1,,,1,1,,,,,,, +21717612,Wohnung,1310,1130,180,41,2,,sofort,1,,,,,NaN,"Bethlehemstrasse 128, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +21373623,Loft,2190,1950,240,98,2,Untergeschoss,nachVereinbarung,,,,,,NaN,"Mühlemattstrasse 55, 3007 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +21867110,Wohnung,1925,1600,325,87,3.5,1.Stock,sofort,1,1,,,,4,3027 Bern BE,13.03.2019,bern,26.02.2020,,2008,1,1,1,,,,,,,1,,,,,,,,,,,, +22174563,Wohnung,1450,1290,160,,2.5,2.Stock,sofort,1,,,100m,100m,NaN,"Zelgstrasse 29, 3027 Bern",14.03.2019,bern,26.02.2020,,,,,,,,,,500m,,,,,,,,,,,,,, +22919634,Wohnung,2750,2450,300,144,1,EG,nachVereinbarung,1,1,,,,NaN,"Winterholzstrasse 57, 3018 Bern",03.05.2019,bern,26.02.2020,,,1,,1,,,,,,,1,,,,,,,,,,,, +22749461,Wohnung,2490,2190,300,,4,3.Stock,sofort,,1,,50m,50m,NaN,"Aegertenstrasse 53, 3005 Bern",,bern,26.02.2020,,,,,,,,,,2000m,,,,,,,,,,,,,, +21480203,Wohnung,1804,1524,280,90,3,3.Stock,,,,,,,NaN,3006 Bern,20.06.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +21056128,Wohnung,1150,,,,1,2.Stock,nachVereinbarung,1,,,,,NaN,3013 Bern BE,26.04.2019,bern,26.02.2020,,,1,,1,,,,,,,,,,,,,,,,,,, +21202121,Wohnung,1790,1510,280,89,3,3.Stock,sofort,,,,,,4,"Bolligenstr. 30b, 3006 Bern",16.01.2020,bern,26.02.2020,,1981,,1,,1,,,,,,,,,,,,,,,,,, +21161839,Loft,2800,2500,300,144,1,EG,sofort,1,1,,1940m,6740m,NaN,"Winterholzstrasse 57, 3018 Bern",,bern,26.02.2020,186,,,1,1,,490m,620m,,1800m,1,1,,,,,1,,,,,,, +20842281,Wohnung,1800,,,,2.5,,nachVereinbarung,,,,,,NaN,3011 Bern BE,16.03.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, diff --git a/your-project/Data/backup/flats_luzern.csv b/your-project/Data/backup/flats_luzern.csv new file mode 100644 index 0000000..5c8abcf --- /dev/null +++ b/your-project/Data/backup/flats_luzern.csv @@ -0,0 +1,688 @@ +,Objektart,MietpreisproMonat,MietpreisproMonat(exkl.NK),Nebenkosten,Wohnfläche,Zimmer,Geschoss,Baujahr,Verfügbarab,Balkon(e),Einstellplatz,Lift,Haustiereerlaubt,Kabel-TV,Kinderfreundlich,ÖV-Haltestelle,Autobahn,Kindergarten,Primarschule,Sekundarschule,Einkaufsmöglichkeit,rating,adress,publication_date,city,DateofScrapping,Aussenparkplatz,AltesGebäude,Nutzfläche,Hochparterre,Rollstuhlgängig,Neubau,Geschirrspülmaschine,Estrich,Cheminée,Toiletten,Minergie-zertifiziert,Kubatur,Raumhöhe,Mittelhaus,Wohnungen,Wasseranschluss,Swimmingpool,Möbliert,Grundstückfläche +23028097,Wohnung,2724,2534,190,122,4.5,1.Stock,2005,15.06.2020,1,1,1,1,1,1,200m,1000m,250m,450m,450m,400m,5,"Rösslimatte 52, 6005 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23029830,Wohnung,1670,1440,230,60,3.5,3.Stock,,01.07.2020,1,,,,1,,250m,,490m,390m,,290m,NaN,"Hünenbergstrasse 12, 6006 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23028205,Wohnung,1200,1060,140,,2,1.Stock,1953,01.06.2020,1,,,1,1,,460m,,630m,600m,550m,220m,NaN,"Tribschenstrasse 100, 6005 Luzern",26.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +23027234,Wohnung,1720,1490,230,86,4,3.Stock,,01.03.2020,1,1,1,,,1,,,,,,,NaN,"Thorenbergstrasse 15, 6014 Luzern",26.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +14070830,Wohnung,1510,1300,210,75,4,3.Stock,,16.07.2020,1,,,,1,,,,,,,,NaN,"Weinberglistrasse 83, 6005 Luzern",26.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +23026894,Wohnung,1636,1436,200,56,2.5,2.Stock,1995,01.05.2020,1,,1,,,,200m,4000m,,,,250m,4,"Kreuzbuchstrasse 35a, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23028203,Wohnung,1600,1370,230,,3,2.Stock,,01.06.2020,,,,1,,,310m,,400m,380m,770m,150m,NaN,"Kleinmattstrasse 14, 6003 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +23027235,Wohnung,1470,1270,200,72,3,1.Stock,,sofort,1,1,1,,,1,,,,,,,NaN,"Thorenbergstrasse 15, 6014 Luzern",26.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23028371,Einzelzimmer,550,,,15,1,1.Stock,1980,01.03.2020,1,1,1,,,,580m,,750m,750m,,1300m,NaN,"Schädrütihalde 9, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23025655,Wohnung,1372,1200,172,62,3,,,01.05.2020,1,,1,,,,300m,750m,400m,400m,600m,750m,NaN,"Eschenstrasse 20, 6005 Luzern",26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23027130,Wohnung,2050,1800,250,77,2.5,EG,1951,01.04.2020,,,,1,1,,300m,,1300m,1700m,1700m,900m,3,"Hünenbergstrasse 50, 6006 Luzern",26.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23023554,Wohnung,1980,1830,150,75,3.5,3.Stock,,01.04.2020,1,,1,,1,,,,,,,,NaN,"Voltastrasse, 6005 Luzern",26.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23021475,Wohnung,2650,2450,200,110,5.5,2.Stock,1903,01.04.2020,1,,,,,1,400m,500m,200m,200m,,70m,4,6003 Luzern,26.02.2020,luzern,26.02.2020,,,110,,,,,,,,,,,,,,,, +23024384,Wohnung,1350,,,70,3,,,01.06.2020,,,,,,,,,,,,,NaN,"Fluhmühle, 6015 Luzern",26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23023643,Dachwohnung,1400,1200,200,60,2.5,5.Stock,1904,01.05.2020,,,,1,1,,2m,500m,100m,100m,500m,300m,5,"Bruchmattstrasse 26, 6003 Luzern",26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23023578,Wohnung,1360,1170,190,76,3.5,1.Stock,,01.05.2020,1,1,,,,,,,,,,,NaN,"Mattweg 15, 6014 Luzern",26.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23023679,Wohnung,2990,2600,390,130,5.5,EG,1972,01.05.2020,1,1,1,,1,,250m,1000m,300m,300m,1500m,500m,4,6005 Luzern,26.02.2020,luzern,26.02.2020,,,,1,,,,,,,,,,,,,,, +23030079,Wohnung,990,870,120,30,1,1.Stock,,sofort,,,,,,,,,,,,,NaN,"Birkenstrasse 5, 6003 Luzern",26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23023781,Wohnung,2050,1800,250,77,2.5,,,,,,,,,,,,,,,,NaN,6006 Luzern,26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23021474,Wohnung,1560,1400,160,62,3,1.Stock,1900,sofort,1,,1,,1,,200m,700m,,,,400m,5,"Zähringerstrasse 3, 6003 Luzern",26.02.2020,luzern,26.02.2020,1,,62,,,,,,,,,,,,,,,, +23018772,Wohnung,1670,1520,150,72,3.5,6.Stock,,,,,,,,,,,,,,,NaN,6006 Luzern,25.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23025741,Wohnung,1590,,,70,3.5,2.Stock,,01.03.2020,1,,1,1,1,,,,,,,,NaN,"Spannortstrasse 11 11, 6003 Luzern",25.02.2020,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +23020748,Wohnung,890,,,,2.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23018634,Wohnung,1290,1230,60,50,2.5,1.Stock,2018,01.04.2020,1,1,1,1,1,,,,,,,,6,6005 Luzern,25.02.2020,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +23016539,Wohnung,1750,1540,210,82,4,3.Stock,,sofort,1,1,,,1,,,,,,,,NaN,"Zumbachweg 14, 6005 Luzern",25.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23020749,Wohnung,630,,,,2.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6004 Luzern LU,26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23017686,Wohnung,720,650,70,17,1,3.Stock,,15.03.2020,1,,,1,,,,,,,,,NaN,"Wesemlinstrasse 1, 6006 Luzern LU",25.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23029805,Wohnung,1670,1520,150,72,3.5,6.Stock,1960,nachVereinbarung,1,,1,,,,200m,4000m,1000m,600m,600m,350m,5,"Seefeldstrasse 9, 6006 Luzern",26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23028305,Wohnung,2230,1930,300,92,3.5,7.Stock,2012,nachVereinbarung,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,4,"Zihlmattweg 42, 6005 Luzern",25.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +23020747,Wohnung,1530,1400,130,63,3.5,4.Stock,,01.05.2020,1,,,,,,100m,5000m,,1000m,,100m,NaN,"Lädelistrasse 30, 6003 Luzern LU",26.02.2020,luzern,26.02.2020,,,,,,,1,,,,,,,,,,,, +23021473,Wohnung,528,,,,1,EG,,sofort,,,1,,1,,,,,,,,NaN,"Zähringerstrasse 1, 6003 Luzern",25.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23013139,Wohnung,1280,,,,3,3.Stock,,01.04.2020,1,,,1,1,,600m,1000m,500m,500m,500m,800m,NaN,"Heiterweid 26, 6015 Luzern",24.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23012000,Wohnung,1490,1360,130,42,1.5,6.Stock,,,1,,1,,1,,50m,,,,,100m,NaN,"Waldstätterstrasse 12, 6003 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23012008,Wohnung,2200,1900,300,100,3.5,EG,,,1,1,,1,,,,,,,,,NaN,"Tribschenstrasse 46, 6005 Luzern",24.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23011999,Wohnung,620,430,190,45,2,Untergeschoss,1956,sofort,1,,,1,1,,100m,1000m,200m,200m,500m,100m,NaN,"Bernerweg 11, 6003 Luzern",24.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23011678,Wohnung,2550,2300,250,115,4.5,2.Stock,,01.04.2020,1,1,1,1,,,200m,,1000m,1000m,3000m,800m,NaN,"Schädrütihalde 20, 6006 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23012005,Wohnung,3900,,,131,4.5,7.Stock,,,1,1,1,,1,,50m,,500m,500m,500m,100m,NaN,"Waldstätterstrasse 23, 6003 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23014551,Wohnung,1750,1550,200,63,3.5,4.Stock,,01.04.2020,1,,1,1,,,,1317m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23014550,Wohnung,1720,,,75,2.5,5.Stock,2019,,,,1,,,,,,,,,,6,"Wesemlinstrasse 2, 6006 Luzern",24.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23012254,Wohnung,1530,,,63,3.5,,,01.05.2020,,,,,,,,,,,,,NaN,"Lädelistrasse, 30, 6003 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23011614,Wohnung,1750,1550,200,63,3.5,,,01.04.2020,1,,1,,,,,1000m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23007230,Maisonette,1490,,,86,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,"Kreuzbuchstrasse 99, 6006 Luzern",23.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23008676,Wohnung,990,870,120,45,1,1.Stock,1970,01.04.2020,1,,1,1,,,,,,,,,5,"Schönbühlring 15, 6005 Luzern LU",24.02.2020,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +23009098,Wohnung,1900,,,,3,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23009100,Wohnung,1650,1530,120,65,3.5,,,01.05.2020,1,,,,,,,,,,,,NaN,"Sonnenbergstrasse 23, 6005 Luzern LU",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23028314,Wohnung,1728,1578,150,59,2.5,4.Stock,,nachVereinbarung,,1,1,1,1,,,,,,,,NaN,"Hallwilerweg 2, 6003 Luzern",24.02.2020,luzern,26.02.2020,1,,,,,1,,1,,,,,,,,,,, +23009329,Wohnung,2517,,,,4,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23007135,Wohnung,2550,,,,4.5,,,01.04.2020,,,,,,,,,,,,,NaN,"Schädrütihalde 20, 6006 Luzern",23.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23008837,Wohnung,1900,,,,4.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23023552,Wohnung,1900,,,80,3,6.Stock,,11.04.2020,1,,,,,,,,,,,,NaN,"Bireggstrasse, 6003 Luzern",24.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +23009101,Wohnung,2560,,,106,3.5,1.Stock,,nachVereinbarung,1,,1,,,,,,,,,,NaN,"Oberseeburg 20, 6006 Luzern LU",22.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23001093,Einzelzimmer,650,550,100,,1,2.Stock,,,,,,,,,,,,,,,NaN,"Luzernerstrasse 36, 6014 Luzern",22.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22999798,Wohnung,1550,1350,200,,3.5,2.Stock,,sofort,1,,,1,1,,,,,,,,NaN,"Baselstrasse 97, 6003 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22999531,Wohnung,1918,1698,220,92,4.5,3.Stock,1974,01.05.2020,1,,1,1,,1,100m,,500m,2000m,2000m,2000m,5,"Büttenenstrasse 16, 6006 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23007808,Wohnung,900,820,80,24,1,2.Stock,1930,01.04.2020,,,1,,1,,,,,,,,4,"Mühlemattstr. 9, 6004 Luzern",22.02.2020,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +23001084,Einzelzimmer,700,600,100,,1,3.Stock,,,,,,,,,,,,,,,NaN,"Baselstrasse 28, 6003 Luzern",22.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23001085,Einzelzimmer,850,750,100,,1,1.Stock,,sofort,,,,,,1,,,,,,,NaN,"Bernerweg 12, 6003 Luzern",22.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22999532,Wohnung,1390,1210,180,64,3,2.Stock,,16.03.2020,1,,1,1,1,,,,,,,,NaN,"St. Karlistrasse 52, 6004 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23026835,Wohnung,2435,2175,260,105,4.5,,1997,01.05.2020,1,,,,,,100m,300m,,,,50m,4,"Bruchstrasse 12, 6003 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23003430,Wohnung,1745,1510,235,97,3.5,1.Stock,,sofort,1,1,,1,1,1,50m,,400m,400m,2200m,50m,NaN,"Schädrütistrasse 20, 6006 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +15836730,Wohnung,1220,1100,120,42,2.5,1.Stock,1890,01.04.2020,,1,,,,,200m,1000m,1000m,1000m,2000m,2000m,5,"Eichwaldstrasse 11, 6005 Luzern",21.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22993179,Wohnung,1940,1650,290,93,4,3.Stock,1959,01.07.2020,1,,,,1,1,,,,,,,5,"Imfangstrasse 27, 6005 Luzern",21.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23026832,Wohnung,2985,2685,300,124,5,,,01.04.2020,1,,1,,,,100m,300m,,,,50m,NaN,"Schützenstrasse 8, 6003 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22997376,Wohnung,1647,1407,240,94,4.5,4.Stock,,01.04.2020,1,1,1,1,1,1,300m,1500m,500m,800m,,,NaN,"Obergütschrain 7, 6003 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991234,Wohnung,1810,1580,230,87,3.5,2.Stock,,01.06.2020,1,,1,,1,,,,,,,,NaN,"Ulmenstrasse 30, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22997220,Wohnung,2300,2050,250,120,5.5,EG,,01.05.2020,1,,1,1,,,250m,5300m,500m,500m,500m,650m,NaN,"Giselihalde 13, 6006 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23026833,Wohnung,1650,1500,150,59,2,,,01.04.2020,1,,1,,,,100m,300m,,,,50m,NaN,"Schützenstrasse 8, 6003 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22997277,Wohnung,1750,1500,250,81,4.5,5.Stock,,01.05.2020,1,1,1,,1,,300m,2000m,80m,80m,1m,500m,NaN,"Fluhmühlerain 18, 6014 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991753,Maisonette,1930,1750,180,95,3.5,5.Stock,,nachVereinbarung,1,,1,,,,100m,,,,,100m,NaN,"Fluhmattweg 3, 6004 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22997377,Attika,2079,1829,250,82,3.5,7.Stock,,01.05.2020,1,1,1,,1,1,,,,,,,NaN,"Obergütschrain 7, 6003 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +17339224,Wohnung,1250,1070,180,,2,2.Stock,,01.05.2020,1,,,1,,,260m,,390m,370m,760m,140m,NaN,"Kleinmattstrasse 21, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22990911,Wohnung,2490,2300,190,91,3.5,3.Stock,,16.03.2020,1,1,1,,1,1,,,,,,,NaN,"Bergstrasse 1, 6004 Luzern",20.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22986184,Wohnung,1370,1150,220,69,3.5,,1955,15.05.2020,1,,,,1,1,,,,,,,6,"Langensandstrasse 46, 6005 Luzern",20.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22990038,Wohnung,2750,2500,250,70,3,4.Stock,,,,,,,1,,200m,,,,,100m,NaN,"Reusssteg 10, 6003 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991669,Wohnung,1430,1220,210,75,3,1.Stock,1961,01.04.2020,1,,,,1,,50m,1000m,50m,50m,1000m,1000m,5,"Biregghofstrasse 15, 6005 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22986533,Wohnung,1293,,,50,2.5,3.Stock,2010,01.04.2020,1,1,1,1,1,1,300m,400m,500m,500m,500m,200m,5,"Rothenpark 1, 6015 Luzern",,luzern,26.02.2020,1,,50,,1,,,,,,,,,,,,,, +22982779,Wohnung,1470,1290,180,85,3.5,2.Stock,,,1,1,1,,,1,300m,2000m,80m,80m,,500m,NaN,"Fluhmülerain 18, 6015 Luzern",19.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22983422,Wohnung,1970,,,102,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,"Cheerstrasse 13e, 6014 Luzern",19.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22990915,Wohnung,1490,1290,200,72,3,,,nachVereinbarung,1,,1,,,,100m,,,,,100m,NaN,"Voltastrasse 40, 6005 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991878,Wohnung,2095,1760,335,105,4.5,3.Stock,,16.04.2020,1,,,,1,,50m,,150m,600m,,150m,NaN,"Wesemlinhöheweg 1, 6006 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22978282,Wohnung,1780,1660,120,,3.5,7.Stock,,01.05.2020,1,,1,1,,,90m,,1190m,420m,,1190m,NaN,"Zürichstrasse 46, 6004 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22977693,Wohnung,1460,,,,2.5,3.Stock,,sofort,1,,,,,,,,,,,,NaN,"Zürichstrasse 32, 6004 Luzern LU",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22982078,Wohnung,1300,1175,125,40,2.5,1.Stock,,01.03.2020,,,,,,,,,,,,,NaN,"Bernstrasse 7, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22981033,Wohnung,1470,1330,140,55,2,5.Stock,,15.03.2020,,,1,,,,50m,,,,,250m,NaN,"Taubenhausstrasse 4, 6005 Luzern",19.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22982033,Wohnung,1690,1460,230,86,4,3.Stock,,01.03.2020,1,1,1,,,1,,,,,,,NaN,"Thorenbergstrasse 15, 6014 Luzern",19.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22983485,Wohnung,1577,,,60,2.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,"Bleicherstrasse, 6003 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22977630,Wohnung,1800,1560,240,130,4.5,4.Stock,,sofort,,,,,,,,,,,,,NaN,"Zürichstrasse 32, 6004 Luzern LU",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22981031,Wohnung,1423,1203,220,,4,1.Stock,,nachVereinbarung,1,,,,1,,5m,2000m,120m,350m,3400m,1000m,NaN,"Hauptstrasse 35, 6015 Luzern",19.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22982212,Wohnung,980,800,180,,3,3.Stock,,01.07.2020,,,,,,,,,,,,,NaN,"Moosmattstrasse 39, 6005 Luzern",19.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22978384,Wohnung,2735,2450,285,148,5.5,1.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,6004 Luzern,18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22973966,Wohnung,1577,1397,180,60,2.5,3.Stock,,nachVereinbarung,1,,1,,1,,,,,,,,NaN,"Bleicherstrasse 25, 6003 Luzern",18.02.2020,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +22975186,Wohnung,995,875,120,,2,2.Stock,,,1,,1,,1,,200m,,,,,1000m,NaN,"Würzenbachmatte 31, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22977245,Wohnung,1520,1300,220,,3,1.Stock,1951,sofort,1,1,,1,1,1,100m,,100m,500m,2000m,250m,NaN,"Bodenhofstrasse 28, 6005 Luzern",18.02.2020,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22975178,Wohnung,1190,1100,90,40,1.5,3.Stock,,01.05.2020,1,,1,,1,,50m,,,,,100m,NaN,"Waldstätterstrasse 12, 6003 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22977258,Wohnung,1504,1274,230,80,3.5,3.Stock,,nachVereinbarung,1,,1,,,1,,,,,,,NaN,"Büttenenstrasse 9, 6006 Luzern",18.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23013170,Terrassenwohnung,4450,4000,450,150,5,2.Stock,1932,nachVereinbarung,1,,1,1,,,,,,,,,NaN,"Cysatstrasse 15, 6004 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22976934,Wohnung,2100,1700,400,100,3.5,EG,1936,nachVereinbarung,1,1,,,1,,100m,2000m,300m,300m,300m,400m,5,"Schibiweg 5, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,1,,,,,,,,,,,,,,, +22976258,Wohnung,1660,,,69,3.5,,,01.05.2020,,,,,,,,,,,,,NaN,"Liebenauweg, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23021096,Wohnung,1685,,,86,3.5,,,01.03.2020,,,,,,,,,,,,,NaN,"Kreuzbuchstrasse 99, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22975187,Wohnung,1180,1020,160,59,2.5,2.Stock,1971,16.04.2020,,1,,1,1,,20m,,,,,,6,"Schädrütistrasse 31, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22971870,Maisonette,1565,1400,165,46,2.5,2.Stock,,01.09.2020,,,,,,,50m,,,,,,NaN,"Hertensteinstrasse 32, 6004 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22968398,Wohnung,1480,1300,180,,3.5,3.Stock,,nachVereinbarung,1,,1,1,1,,,,,,,,NaN,"Hauptstrasse 52, 6015 Luzern",17.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22970337,Wohnung,2070,1770,300,92,4.5,10.Stock,2012,nachVereinbarung,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,5,"Zihlmattweg 42, 6005 Luzern",17.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22971880,Wohnung,1990,1760,230,77,3.5,4.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Sternmattstrasse 14G, 6005 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22989920,Wohnung,2250,1990,260,127,5.5,3.Stock,,sofort,1,1,1,,1,,,,,,,,NaN,"Kreuzbuchrain 12, 6006 Luzern",17.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22968397,Maisonette,1750,1480,270,100,4.5,,,nachVereinbarung,,,,1,1,,50m,1000m,50m,,,10m,NaN,"Lindenstrasse 29, 6015 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22971879,Wohnung,1560,1400,160,68,2.5,1.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Unterlachenstrasse 19, 6005 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22973936,Wohnung,1890,1615,275,90,4,1.Stock,,nachVereinbarung,1,1,1,1,1,,50m,,100m,100m,,150m,NaN,"Giselistrasse 8, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22999539,Wohnung,1130,990,140,61,3,,,01.05.2020,1,,,,,1,200m,5000m,600m,600m,,600m,NaN,"Libellenstrasse 24, 6004 Luzern",17.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22966459,Wohnung,2301,2001,300,,4.5,,,01.05.2020,,,1,,1,,120m,3500m,,,,950m,NaN,"Stutzrain 36, 6005 St. Niklausen LU",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22963327,Wohnung,650,,,12,1,3.Stock,,01.04.2020,1,1,1,1,1,,,,,,,,NaN,"St. Karlistrasse, 6004 Luzern LU",17.02.2020,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +22960745,Wohnung,675,,,41,2.5,,,01.04.2020,,,,,,,,,,,,,NaN,"Rankhofstrasse 18, 6006 Luzern",16.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22964957,Dachwohnung,1850,1700,150,,4,3.Stock,1895,sofort,1,,,,,,,,,,,,NaN,"Sentimattstrasse 6, 6003 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22961458,Wohnung,1370,1210,160,47,2,2.Stock,1951,nachVereinbarung,,,,1,1,,150m,,400m,600m,600m,800m,4,"Geissmattstrasse 66, 6004 Luzern",16.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22964933,Wohnung,1490,1310,180,,3.5,1.Stock,,01.05.2020,1,,1,,,,,,,,,,NaN,"Obergrundstrasse, 6005 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22958511,Wohnung,1400,,,,3.5,,,06.04.2020,,,,,,,,,,,,,NaN,"Geissmattstrasse 25, 6004 Luzern",15.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22961848,Wohnung,5100,4500,600,192,6,,1989,nachVereinbarung,1,1,1,,,,,,,,,,3,6006 Luzern,,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22961409,Dachwohnung,2120,1940,180,,2.5,3.Stock,1900,01.04.2020,1,1,,1,1,1,200m,2000m,400m,400m,,200m,NaN,"Gesegnetmattstrasse 8a, 6006 Luzern",,luzern,26.02.2020,,1,,,,,,,1,,,,,,,,,, +22961459,Wohnung,970,900,70,25,1,3.Stock,2019,01.05.2020,,,,,,,,,,,,,5,"Wesemlinstrasse 4, 6006 Luzern",16.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22965091,Wohnung,1850,,,82,2.5,,,sofort,1,,1,,1,,,,,,,,NaN,"Oberseeburghöhe 14, 6006 Luzern",17.02.2020,luzern,26.02.2020,1,,,,1,,,,1,,,,,,,,,, +22956126,Wohnung,1620,1420,200,63,3.5,1.Stock,,01.04.2020,1,,1,1,,,,1317m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",15.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22954490,Wohnung,1620,1420,200,63,3.5,,,01.04.2020,1,,1,,,,,1000m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22957534,Wohnung,1740,1540,200,66,3,,,01.04.2020,1,,1,,,,,1000m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",15.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22954491,Wohnung,2075,1875,200,75,3.5,,,01.04.2020,1,,1,,,,,1000m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22961363,Wohnung,1160,990,170,60,3,2.Stock,1957,15.03.2020,1,,,,,,150m,1000m,100m,800m,800m,800m,5,"Obermättliweg 10, 6015 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22955831,Wohnung,2070,,,,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22955832,Wohnung,1980,,,,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22957535,Wohnung,1740,1540,200,66,3.5,,,01.04.2020,1,,1,,,,,1000m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",15.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22956135,Wohnung,2200,1980,220,122,4.5,4.Stock,2008,01.07.2020,1,1,1,1,1,1,300m,1000m,500m,500m,500m,150m,5,"Ruopigenhöhe 22, 6015 Luzern",15.02.2020,luzern,26.02.2020,,,122,,,,,,,,,,,,,,,, +22954884,Wohnung,1350,1100,250,60,3,6.Stock,,sofort,,,1,,1,,,,,,,,NaN,"Stollbergrain 11, 6003 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22952458,Wohnung,1321,1171,150,50,2.5,,,01.03.2020,1,,,,1,,40m,,1310m,1250m,,550m,NaN,"Geissensteinring 32, 6005 Luzern",14.02.2020,luzern,26.02.2020,,,,1,,,,,,,,,,,,,,, +22961491,Wohnung,1350,1200,150,57,2.5,5.Stock,,sofort,1,1,1,1,,,,,,,,,NaN,"Reusszopf 21, 6015 Luzern",14.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22953311,Wohnung,4480,4100,380,159,5.5,4.Stock,1900,,,,1,,1,1,90m,,,500m,500m,160m,2,"Hofstrasse 1, 6004 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22961490,Loft,1400,1240,160,80,,2.Stock,,01.03.2020,,1,1,,,,,,,,,,NaN,"Reusszopf 21, 6015 Luzern",14.02.2020,luzern,26.02.2020,1,,,,,,,,,1,,,,,,,,, +22954223,Wohnung,1540,,,79,,,,01.05.2020,,,,,,,,,,,,,NaN,"Blattenmosstrasse 14, 6014 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22952453,Wohnung,1375,1180,195,62,3,3.Stock,1961,sofort,1,,,,1,,50m,,170m,520m,,780m,5,"Würzenbachstrasse 48, 6006 Luzern",,luzern,26.02.2020,1,,62,,,,,,,,1,148m³,,,,,,, +22952201,Wohnung,1750,1480,270,,3.5,1.Stock,,01.03.2020,,1,,1,,,130m,,300m,450m,,320m,NaN,"Seeburgstrasse 8, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22961842,Wohnung,1981,1801,180,,3.5,1.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Kreuzbuchstrasse 46, 6006 Luzern",14.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22961815,Wohnung,3140,2780,360,108,3.5,28.Stock,2012,nachVereinbarung,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,NaN,"Zihlmattweg 44, 6005 Luzern",14.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22961234,Wohnung,1650,1400,250,75,4,1.Stock,,01.04.2020,1,,,1,1,1,100m,,,,,100m,NaN,"Burgweg 7, 6014 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22946349,Wohnung,1590,1440,150,77,3.5,4.Stock,,01.04.2020,1,,1,,1,,50m,,,,,50m,NaN,"Kellerstrasse 19, 6005 Luzern",13.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22949454,Wohnung,1540,1340,200,60,3,,,01.04.2020,1,,1,,,,5m,,,,,,NaN,"Maihofstrasse 71, 6006 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22949413,Wohnung,2250,2000,250,101,2.5,6.Stock,1958,nachVereinbarung,,,1,,1,,200m,,1500m,1500m,1500m,10m,4,"Weinmarkt 9, 6004 Luzern",13.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22939617,Wohnung,1310,1170,140,43,2,4.Stock,1961,01.05.2020,,,1,,,,,,,184m,,,4,"Neustadtstr. 8c, 6003 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22940887,Wohnung,4200,3900,300,99,3.5,7.Stock,1900,,1,,1,,1,1,90m,,,500m,500m,160m,NaN,"Hofstrasse 1, 6004 Luzern",13.02.2020,luzern,26.02.2020,,,161,,,,,,,,,,,,,,,, +22947152,Wohnung,1220,1120,100,44,1.5,3.Stock,,01.06.2020,,,,,,,,250m,,,,10m,NaN,"Rössligasse 13, 6003 Luzern",13.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22949426,Wohnung,2210,1970,240,72,3.5,18.Stock,2012,nachVereinbarung,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,3,"Zihlmattweg 44, 6005 Luzern",13.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22940072,Wohnung,1060,,,135,1,4.Stock,,01.03.2020,1,,1,,1,,,,,,,,NaN,"Roessligasse 16, 6004 Luzern LU",12.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22944976,Wohnung,2380,2080,300,90,3.5,3.Stock,,nachVereinbarung,1,1,1,,1,,,,,,,,NaN,"Schützenstrasse 15, 6003 Luzern",13.02.2020,luzern,26.02.2020,,,,,1,,,,,,1,,,,,,,, +22938220,Wohnung,1550,1450,100,32,1,2.Stock,2019,sofort,,,1,1,,,130m,,400m,400m,400m,500m,2,"Sternmattstrasse 18, 6006 Luzern",,luzern,26.02.2020,,,32,,,1,,,,,,,,,,,,, +22936800,Maisonette,2780,2500,280,,4,7.Stock,,15.03.2020,1,,1,,1,,,,,,,,NaN,"Bundesstrasse 25, 6003 Luzern",12.02.2020,luzern,26.02.2020,,,142,,,,,,1,,,,,,,,,, +22936804,Attika,2250,2100,150,,1.5,5.Stock,,,1,,1,1,1,,,,,,,,NaN,"Grabenstrasse 13, 6004 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22936807,Wohnung,1850,1650,200,71,2.5,Untergeschoss,2015,04.04.2020,1,1,1,1,,1,,,,,,,NaN,"Bireggring 18, 6005 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22939333,Wohnung,1480,,,52,2,EG,1966,sofort,1,,1,1,1,1,100m,,100m,100m,300m,100m,4,"Zumbachweg 18, 6005 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22936186,Wohnung,1350,1250,100,19,1,,2019,01.03.2020,,,1,1,,,130m,,400m,400m,400m,500m,NaN,"Sternmattstrasse 18, 6005 Luzern",12.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22939462,Wohnung,1590,1320,270,61,2.5,3.Stock,1969,01.04.2020,1,1,1,1,1,1,180m,,550m,550m,1000m,150m,4,"Schönbühlring 7, 6005 Luzern",12.02.2020,luzern,26.02.2020,1,1,,,,,,,,,,162m³,,,,,,, +22936799,Wohnung,2150,1850,300,107,4.5,3.Stock,,sofort,1,,1,,,,100m,500m,,,,100m,NaN,"Moosstrasse 9, 6003 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22935397,Wohnung,1820,1670,150,82,2.5,3.Stock,,nachVereinbarung,,,,,1,,,,,,,,NaN,"Mühlenplatz 1, 6004 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22936802,Wohnung,600,500,100,21,1,2.Stock,1977,01.06.2020,,,1,,,,200m,800m,,,,50m,6,"Cysatstrasse 6, 6004 Luzern",12.02.2020,luzern,26.02.2020,,,21,,,,,,,,,,,,,,,, +22928482,Wohnung,2000,1800,200,98,4.5,2.Stock,2000,sofort,1,,1,,1,,280m,,200m,300m,300m,150m,4,"Ruopigenhöhe 20, 6015 Luzern",11.02.2020,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22932145,Wohnung,1930,1680,250,80,4.5,1.Stock,1923,sofort,,,1,1,1,,200m,1000m,500m,500m,1000m,200m,4,"Bireggstrasse 20, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,250cm,,,,,, +22934689,Wohnung,2010,1750,260,100,4.5,3.Stock,,01.06.2020,1,1,1,1,1,1,100m,,,,,200m,NaN,"Seeburgstrasse 8, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22934416,Einzelzimmer,850,,,24,1,EG,1976,01.04.2020,1,,,,1,,5m,1000m,,,,,4,"Brambergstrasse 22, 6004 Luzern",12.02.2020,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22934391,Wohnung,1790,1540,250,80,3.5,4.Stock,,,,,,,,,,,,,,,NaN,6004 Luzern,11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23018745,Wohnung,1361,,,,2,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22930215,Wohnung,790,640,150,20,1,4.Stock,1966,01.05.2020,,,1,1,1,,500m,,300m,1400m,900m,1000m,4,"Täschmattstrasse 11, 6015 Luzern",11.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22930213,Studio,1200,,,85,1,,1987,sofort,,,,1,1,1,10m,,100m,100m,300m,100m,NaN,"Hirtenhofstr. 69, 6005 Luzern",11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22930765,Wohnung,1400,,,,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6004 Luzern LU,11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22932096,Wohnung,1430,1320,110,,1.5,2.Stock,,,,,1,,,1,,,,,,,NaN,"Obermättlistrasse 14, 6015 Luzern",11.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22930340,Wohnung,2510,2200,310,99,3.5,1.Stock,2011,01.03.2020,,1,1,1,1,,200m,,1600m,1600m,1600m,200m,5,"Güterstr. 2, 6005 Luzern",11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22919567,Wohnung,1350,1200,150,30,1.5,4.Stock,,nachVereinbarung,,,,,1,,100m,,,,,100m,NaN,"Grimselweg 4, 6005 Luzern",10.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22918118,Wohnung,1620,1470,150,75,3.5,3.Stock,,sofort,1,1,,1,1,1,120m,,30m,350m,,100m,NaN,"Mattweg 1, 6014 Luzern",,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22929315,Wohnung,1590,1360,230,76,3.5,,,nachVereinbarung,,,,,,,100m,,,,,100m,NaN,"Kauffmannweg 26, 6003 Luzern",11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22921016,Wohnung,1730,1440,290,94,4,EG,1996,nachVereinbarung,,,1,,,,250m,1500m,100m,100m,250m,300m,5,"Ruopigenstrasse 26, 6015 Luzern",10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22921325,Maisonette,4150,3750,400,150,5.5,3.Stock,,nachVereinbarung,1,1,,,,,,,,,,,NaN,6006 Luzern,10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22923485,Wohnung,1540,1290,250,90,3.5,,1990,01.04.2020,1,,1,,,,,,,,,,5,"Ruopigenring 73, 6015 Luzern",11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991050,Wohnung,1790,1650,140,60,2.5,EG,,sofort,,,1,,,,,,,,,,NaN,6004 Luzern,11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22922438,Wohnung,1480,1350,130,64,2,4.Stock,1956,nachVereinbarung,1,,1,,1,,200m,,1500m,1500m,1500m,10m,5,"Weinmarkt 11, 6004 Luzern",10.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22912640,Wohnung,1510,,,57,3,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern,08.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22910138,Wohnung,1690,1540,150,75,3.5,7.Stock,,nachVereinbarung,1,,1,,,1,290m,,410m,540m,,610m,NaN,"Längweiherstrasse 56, 6014 Luzern",08.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22915715,Wohnung,2190,,,,4,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22915714,Wohnung,1900,,,,4,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22916696,Wohnung,2000,1900,100,85,4.5,1.Stock,2017,01.05.2020,1,,,,1,,100m,800m,100m,500m,800m,500m,5,"Bernstrasse 57, 6003 Luzern",10.02.2020,luzern,26.02.2020,1,,,,,1,,,,,,,,,,,,, +22918642,Wohnung,1900,1750,150,72,3,3.Stock,,01.03.2020,1,,1,,1,,20m,800m,,,,50m,NaN,"Sempacherstrasse 1, 6003 Luzern",10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22920041,Wohnung,1420,1260,160,56,2,4.Stock,1956,nachVereinbarung,,,1,,1,,200m,,1500m,1500m,1500m,10m,4,"Weinmarkt 11, 6004 Luzern",10.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,1,,,,, +22920037,Wohnung,1250,1030,220,55,2.5,4.Stock,1978,nachVereinbarung,1,1,1,1,1,1,200m,,200m,500m,1500m,1000m,5,"Längweiherstr. 10, 6014 Luzern",10.02.2020,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22917234,Wohnung,1570,1450,120,45,2.5,3.Stock,,01.04.2020,,,1,,1,,80m,80m,,,,50m,NaN,"Bleicherstrasse 16, 6003 Luzern",10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22916757,Wohnung,1470,1320,150,65,2.5,EG,2010,01.04.2020,1,1,1,1,1,,300m,6000m,,,,,5,"Unterlöchlistrasse 41, 6006 Luzern",10.02.2020,luzern,26.02.2020,,,,,1,,,,,,1,,,,,,,, +22909255,Wohnung,1875,1610,265,75,3.5,2.Stock,1978,nachVereinbarung,,,1,,,,,,,307m,,,4,"Liebenauweg 8, 6006 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22907414,Wohnung,1530,1320,210,58,3,4.Stock,,,,,,,,,,,,,,,NaN,6003 Luzern,07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22908857,Attika,2100,1860,240,100,3.5,,2019,sofort,1,1,1,,,1,,,,,,,5,"Thorenbergstrasse 15/17, 6014 Luzern",07.02.2020,luzern,26.02.2020,1,,,,,1,,,,1,,,,,,,,, +22908827,Wohnung,2150,1900,250,89,3,3.Stock,2012,sofort,1,,1,,1,,100m,,,,,100m,5,"Gibraltarstrasse 32, 6003 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +15292843,Attika,2980,2785,195,140,3,6.Stock,1904,sofort,1,,,,1,,100m,,,,,200m,4,"Ledergasse 10, 6004 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22908841,Dachwohnung,1850,1600,250,93,2.5,5.Stock,1932,01.04.2020,,,1,,1,,400m,,300m,300m,300m,700m,5,"Voltastrasse 26, 6005 Luzern",07.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22905429,Wohnung,1970,1750,220,102,3.5,1.Stock,2016,,1,1,1,1,1,1,100m,4000m,50m,400m,500m,400m,5,"Cheerstrasse 13d, 6014 Luzern",07.02.2020,luzern,26.02.2020,,,102,,,,,,,,,,,,,,,, +22909256,Wohnung,1530,1320,210,58,3,4.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Bernstrasse 57 b, 6003 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22944035,Wohnung,2120,,,87,3.5,,,01.03.2020,1,,1,,,1,200m,5000m,470m,470m,2200m,300m,NaN,"Seefeldstrasse, 6006 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22907407,Wohnung,1875,1610,265,75,3.5,2.Stock,,,,,,,,,,,,,,,NaN,6006 Luzern,07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22903923,Wohnung,155,,,,,Untergeschoss,,sofort,,,,,,,,,,,,,NaN,"Landenbergstrasse 31, 6005 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22903926,Wohnung,1740,1570,170,79,4.5,2.Stock,,nachVereinbarung,1,,,,,1,100m,,,,,250m,NaN,"Langensandstrasse 76, 6005 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22903035,Wohnung,1490,,,53,2.5,2.Stock,,nachVereinbarung,1,,1,,1,,20m,,,,,100m,NaN,"Hirschengraben, 6003 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22903825,Wohnung,4990,4690,300,160,5.5,1.Stock,2011,,,1,,,,1,,,,,,,3,6006 Luzern,07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22897419,Wohnung,1880,1660,220,86,4.5,2.Stock,,,1,,1,,1,1,50m,,100m,700m,700m,500m,NaN,"Hirtenhofstrasse 31, 6005 Luzern",06.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22991225,Attika,1590,1440,150,63,2.5,6.Stock,,01.05.2020,1,1,1,,,1,350m,,500m,790m,,420m,NaN,"Löwengrube 12, 6014 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22902460,Wohnung,1330,1150,180,45,2,1.Stock,,01.03.2020,,,1,,,,,,,,,,NaN,"Ledergasse 11, 6004 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22894993,Wohnung,1210,,,,2,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,06.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22900474,Wohnung,2370,2020,350,,5.5,2.Stock,,01.05.2020,1,,,,,1,,,,,,,NaN,"Lützelmattstrasse 18, 6006 Luzern",06.02.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22907738,Wohnung,1120,990,130,48,2,3.Stock,,16.03.2020,,1,,,1,,100m,,,,,250m,NaN,"Waldweg 14, 6005 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22892300,Wohnung,1920,1750,170,95,4.5,2.Stock,1956,01.05.2020,1,,,,1,,,,,,,,5,"Biregghang 8, 6005 Luzern",06.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22888605,Einzelzimmer,700,,,16,1,,,15.03.2020,,,,,,,,,,,,,NaN,6003 Luzern,05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22888151,Wohnung,1560,1450,110,,2,1.Stock,,,1,,,,1,,,,,,,,NaN,"Unterlachenstrasse 29, 6005 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22893950,Wohnung,190,,,,1,,,nachVereinbarung,,,,,,,,,,,,,NaN,6002 Luzern LU,06.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22890091,Terrassenwohnung,1950,1750,200,67,3.5,2.Stock,,sofort,1,,1,,1,,,,,,,,NaN,"Mühlenplatz 12, 6006 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22887836,Wohnung,800,,,90,1,5.Stock,1973,sofort,,,1,,,,,,,,,,NaN,"Winkelriedstr. 58, 6003 Luzern LU",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22890095,Wohnung,1900,1700,200,76,3,5.Stock,,sofort,,,1,,1,,,,,,,,NaN,"Mühlenplatz 12, 6006 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22984778,Wohnung,1489,1359,130,81,3,EG,,nachVereinbarung,,,,,,,,,,,,,NaN,"Sternmattstrasse 6, 6005 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22894233,Wohnung,2500,2250,250,104,4.5,EG,,01.05.2020,,1,,1,1,1,,,,,,,NaN,"Kreuzbuchrain 14, 6006 Luzern",06.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22902436,Wohnung,1810,1580,230,88,4.5,5.Stock,1960,nachVereinbarung,1,,1,,,,200m,4000m,1000m,600m,600m,350m,5,"Seefeldstrasse 11, 6006 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22884647,Wohnung,3010,2710,300,121,5.5,2.Stock,,01.05.2020,1,1,1,1,1,1,,,,,,,NaN,"Seefeldstrasse, 6006 Luzern",04.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22901190,Wohnung,3590,3200,390,148,4.5,6.Stock,2011,01.05.2020,,1,1,1,1,,200m,,1600m,1600m,1600m,200m,4,"Rösslimattstrasse 4, 6005 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22884640,Wohnung,1650,1400,250,74,3,3.Stock,1954,,1,1,1,1,1,1,150m,200m,100m,800m,3300m,200m,5,"Gütschstrasse 5, 6003 Luzern",04.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22901425,Wohnung,1450,1250,200,,3,1.Stock,,sofort,1,1,,,1,,,,,,,,NaN,"Imfangstrasse 29, 6005 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22901427,Wohnung,1830,1500,330,,5,2.Stock,,sofort,1,1,,,,1,250m,,,,,300m,NaN,"Imfangring 22, 6005 Luzern",05.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22880876,Wohnung,1780,1550,230,,3.5,2.Stock,,01.05.2020,1,1,1,1,1,,120m,,290m,440m,,310m,NaN,"Seeburgstrasse 12, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22885540,Wohnung,1145,,,,1,,,nachVereinbarung,,,,,,,,,,,,,NaN,6006 Luzern LU,05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22880874,Wohnung,770,630,140,,1,1.Stock,,01.05.2020,,,,1,,,290m,,410m,540m,780m,160m,NaN,"Bireggstrasse 32, 6003 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22885265,Wohnung,2650,2300,350,115,6,1.Stock,,16.07.2020,1,1,,1,1,1,50m,,400m,400m,2200m,50m,NaN,"Schädrütistrasse 18, 6006 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22884648,Attika,3550,3300,250,108,4.5,4.Stock,,01.03.2020,1,1,1,1,1,1,,,,,,,NaN,"Seefeldstrasse, 6006 Luzern",04.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22880706,Wohnung,1810,,,72,3,,,05.07.2020,,,,,,,,,,,,,NaN,"Zihlmattweg 42, 6005 Luzern",04.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22873175,Attika,2290,2030,260,97,3.5,2.Stock,2007,01.05.2020,1,,1,1,,,,,,,,,5,"Lützelmattstrasse 7, 6006 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22879253,Wohnung,aufAnfrage,,,,3.5,5.Stock,,01.03.2020,,,,,,,,,,,,,NaN,"Baselstrasse 93, 6003 Luzern",04.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22876172,Wohnung,647,,,11,1,5.Stock,,04.04.2020,1,,1,,1,,,,,,,,NaN,"Voltastrasse 40, 6005 Luzern LU",04.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22875593,Wohnung,3030,2780,250,126,4.5,2.Stock,1955,01.05.2020,,,1,,,,500m,,,,,500m,3,"Morgartenstrasse 17, 6003 Luzern",04.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22873228,Studio,1190,1050,140,25,1.5,2.Stock,2013,sofort,,1,1,,1,,,,,,,200m,3,"Rodteggstrasse 20, 6005 Luzern",03.02.2020,luzern,26.02.2020,1,,,,,1,,,,,1,,,,,,,, +22878078,Wohnung,1575,,,77,2,Untergeschoss,,01.04.2020,1,,,,1,,200m,,,,,500m,NaN,"Luegetenstrasse 13, 6004 Luzern",04.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22873040,Wohnung,1190,980,210,57,3,1.Stock,1960,01.04.2020,,1,1,,,,300m,1500m,200m,200m,,1000m,5,"Fluhmühlerain 1, 6015 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22880872,Wohnung,1770,1550,220,,3.5,EG,,01.05.2020,1,1,1,1,,,120m,,290m,440m,,310m,NaN,"Seeburgstrasse 12, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22936809,Wohnung,1960,1730,230,89,4.5,1.Stock,,,1,,1,,1,,100m,,,,,500m,NaN,"Hirtenhofstrasse 36, 6005 Luzern",03.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22868467,Wohnung,2130,1830,300,93,4.5,,,01.03.2020,1,1,1,1,1,,,,,,,,NaN,"Zihlmattweg 42, 6005 Luzern",03.02.2020,luzern,26.02.2020,,,,,1,,,,,,1,,,,,,,, +22871778,Wohnung,3300,3300,350,133,3.5,3.Stock,,,,,,,,,,,,,,,NaN,6004 Luzern,03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22868280,Wohnung,1500,1300,200,82,4,1.Stock,1960,nachVereinbarung,1,,,,1,,,,,,,,6,"Schädrütistrasse 42, 6006 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22868365,Dachwohnung,2200,2070,130,60,3,,,15.07.2020,1,,1,,,,150m,1000m,,300m,,100m,NaN,6005 Luzern,03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22868674,Wohnung,1780,1520,260,74,4,2.Stock,1974,sofort,1,1,,1,1,,,,,,,,4,"Hirtenhofstrasse 6, 6005 Luzern",03.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22870038,Wohnung,1380,1150,230,,3.5,4.Stock,,01.04.2020,,,,,1,,400m,3000m,,,,2500m,NaN,"Thorenbergstrasse 13, 6014 Luzern",03.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22868375,Wohnung,1650,1450,200,68,3,4.Stock,,01.03.2020,1,,,,1,,,,,,,,NaN,"Dreilindenstrasse 15, 6006 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +13481986,Wohnung,2231,1981,250,101,4.5,5.Stock,1920,13.03.2020,1,,,,1,,50m,2000m,50m,50m,50m,50m,4,"Wesemlinstrasse 1, 6006 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22879900,Wohnung,2490,2190,300,110,4.5,,1976,sofort,1,,1,,1,1,300m,,,,,,4,"Kreuzbuchstrasse 97, 6006 Luzern",03.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22870019,Dachwohnung,1485,1300,185,55,2.5,6.Stock,,sofort,1,,,,1,,80m,1200m,,,,200m,NaN,"Bireggstrasse 11, 6003 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22859706,Wohnung,1300,1090,210,,3.5,,,01.04.2020,1,,,,,1,,,,,,,NaN,"Unterwilrain 40, 6014 Luzern",31.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22868312,Wohnung,1795,1615,180,75,3,3.Stock,1940,sofort,1,,,,1,,300m,1000m,400m,400m,,400m,4,"Rankhofstrasse 20, 6006 Luzern",01.02.2020,luzern,26.02.2020,1,,,,,1,,,,,,,,,,,,, +22861695,Wohnung,1570,1330,240,82,3.5,11.Stock,1970,nachVereinbarung,,1,1,,1,,800m,,450m,450m,1500m,1100m,5,"Waldstrasse 5, 6015 Luzern",31.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22858565,Wohnung,1930,1800,130,,3,,,01.04.2020,1,,,1,,1,30m,,460m,460m,,300m,NaN,"Klosterstrasse 17, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22859704,Wohnung,1560,1450,110,,2,EG,,,1,,,,1,,100m,,,,,150m,NaN,"Unterlachenstrasse 29, 6005 Luzern",31.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22866956,Wohnung,432,,,,1,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22859702,Wohnung,1200,,,,2,EG,,,,,,,,,,500m,200m,,,50m,NaN,"Bernstrasse, 6003 Luzern",31.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22866955,Wohnung,960,,,16,1,5.Stock,,15.03.2020,1,,1,,1,,,,,,,,NaN,6004 Luzern LU,03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22859707,Wohnung,1550,1350,200,,3.5,1.Stock,1972,01.03.2020,1,1,,,1,1,200m,2000m,200m,200m,1000m,200m,NaN,"Bennenegg 28, 6014 Luzern",31.01.2020,luzern,26.02.2020,1,,74,,,,,,,,,,,,,,,, +22895662,Dachwohnung,1200,,,,4.5,5.Stock,,01.03.2020,1,,1,,,,,,,,,,NaN,"Sempacherstrasse 22, 6003 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,1,,,,,,,, +22852386,Wohnung,1680,1480,200,93,3.5,3.Stock,1996,01.04.2020,,,,,,,,,,,,,6,"Büttenenhalde 56, 6006 Luzern",30.01.2020,luzern,26.02.2020,,,,,,,,,,,,257m³,,,,,,, +22849723,Wohnung,1540,1340,200,50,3,2.Stock,,sofort,,,1,1,,1,180m,,80m,210m,,420m,NaN,"Blattenmoosstrasse 2, 6014 Luzern",,luzern,26.02.2020,1,,50,,,,,,,,,,,,,,,, +22855595,Wohnung,1560,1380,180,65,3,1.Stock,,01.03.2020,1,,,,1,,,,,,,,NaN,"Elfenaustrasse 27, 6005 Luzern",31.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22850698,Wohnung,860,770,90,30,1,2.Stock,1963,nachVereinbarung,1,,1,,1,,10m,2000m,,,,100m,5,"Kellerstrasse 29, 6005 Luzern",30.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22853335,Wohnung,900,,,14,1,1.Stock,,01.04.2020,1,,,,,,,,,,,,NaN,6005 Luzern LU,31.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22852489,Wohnung,1280,1160,120,45,2,EG,,01.04.2020,1,,1,1,1,,250m,,,,,450m,NaN,"Wesemlinstrasse 15, 6006 Luzern",30.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22936527,Wohnung,3650,3300,350,133,3.5,3.Stock,1600,nachVereinbarung,,,,,,,100m,600m,150m,150m,150m,50m,NaN,6004 Luzern,31.01.2020,luzern,26.02.2020,,1,135,,,,,,1,,,,,,6,,,, +22852488,Wohnung,1480,1340,140,82,2.5,3.Stock,,01.05.2020,,1,1,,1,,50m,500m,100m,100m,1000m,200m,NaN,"Obergrundstrasse 70, 6003 Luzern",30.01.2020,luzern,26.02.2020,,,82,,,,,,,,,,,,,,,, +22857316,Wohnung,2000,,,135,4.5,2.Stock,2018,15.04.2020,,1,1,,1,1,20m,,730m,1020m,,130m,NaN,"Industriestrasse 3, 6005 Luzern",31.01.2020,luzern,26.02.2020,,,147,,,,,,,,,,,,,,,, +22852492,Wohnung,2100,1850,250,93,3.5,EG,2016,01.04.2020,1,1,1,,1,1,100m,2000m,20m,100m,800m,50m,4,"Neuhushof 13, 6014 Luzern",30.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22847259,Attika,889,,,85,3.5,,,01.03.2020,,,,,,,,,,,,,NaN,"Birkenstrasse 7, 6003 Luzern",30.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22843387,Wohnung,1980,1800,180,85,2.5,1.Stock,2008,01.04.2020,1,1,1,1,1,,,,,,,,5,"Lützelmattstrasse 5, 6006 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22843388,Wohnung,8200,,,227,5,2.Stock,1981,,1,1,1,1,,,50m,,,,,,NaN,"HALDENSTRASSE, 6006 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22843380,Wohnung,1730,1480,250,,4.5,3.Stock,,sofort,1,1,,,1,1,400m,3700m,400m,1000m,1000m,400m,NaN,"Zumbachweg 16, 6005 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22936234,Wohnung,1375,,,,3,,,nachVereinbarung,,,,,,,,,,,,,NaN,"Würzenbachstrasse 48, 6006 Luzern",30.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22854374,Wohnung,1920,1620,300,98,5.5,2.Stock,,01.05.2020,1,,,,1,1,500m,,250m,300m,,510m,NaN,"Unterwilrain 42, 6014 Luzern",30.01.2020,luzern,26.02.2020,1,,,,,1,,,,,,,,,,,,, +22843385,Wohnung,1090,1000,90,34,1,EG,,01.04.2020,1,,1,1,1,,400m,1500m,600m,600m,1200m,500m,NaN,"Wesemlinstrasse 15, 6006 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22848808,Wohnung,1490,1260,230,74,3.5,3.Stock,1978,nachVereinbarung,1,1,1,1,1,1,200m,,200m,500m,1500m,1000m,5,"Längweiherstr. 16, 6014 Luzern",30.01.2020,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22849316,Wohnung,1980,1820,160,110,5.5,4.Stock,1947,sofort,1,,,,1,,100m,500m,150m,500m,1200m,700m,5,"Geissmattstrasse 19, 6004 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22843382,Wohnung,2270,2090,180,112,4.5,2.Stock,,sofort,1,1,1,,1,1,350m,,550m,,,500m,NaN,"Matthofstrasse 6a, 6005 Luzern",29.01.2020,luzern,26.02.2020,1,,90,,,,,,1,,,,,,,,,, +22843377,Wohnung,1340,1170,170,60,3,1.Stock,,,,,,,,,,,,,,,NaN,"Baselstrasse 63, 6003 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22847990,Wohnung,1300,1110,190,55,2,EG,1990,01.04.2020,1,,,,,,200m,1000m,,,,700m,5,"Geissmattstrasse 50, 6004 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22847642,Wohnung,1770,1570,200,92,3.5,1.Stock,1997,nachVereinbarung,,,,1,,,200m,,,,,,NaN,"Säntihof 8, 6014 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22842167,Wohnung,1645,1425,220,,4.5,2.Stock,,nachVereinbarung,1,,,1,1,,,,,,,,NaN,"Unterwilrain 44, 6014 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22849746,Wohnung,1020,920,100,30,1,1.Stock,1965,nachVereinbarung,,,1,,,,,,,198m,,,3,"Maihofstr. 68A, 6006 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22847637,Wohnung,1870,1630,240,92,3.5,3.Stock,1997,nachVereinbarung,,,,1,,,200m,,,,,,4,"Säntihof 6, 6014 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22840688,Wohnung,1640,1510,130,63,2.5,,1942,sofort,1,,,,,,,,,,,,4,"Sternmattstrasse 13, 6005 Luzern LU",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22840362,Maisonette,4800,4450,350,,5.5,,2016,27.03.2020,1,1,1,,1,,300m,2000m,,,,600m,NaN,"Mozartstrasse 30, 6004 Luzern",29.01.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22840366,Wohnung,1450,1270,180,56,3,EG,,01.04.2020,1,,,,1,,,,,,,,NaN,"Bernstrasse 39, 6003 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22831634,Wohnung,1850,1670,180,73,3.5,4.Stock,1920,13.04.2020,1,,,,1,,50m,2000m,50m,50m,50m,50m,4,"Wesemlinstrasse 1, 6006 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22848879,Wohnung,1900,1640,260,76,3.5,12.Stock,2012,01.03.2020,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,5,"Zihlmattweg 44, 6005 Luzern",29.01.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22831641,Wohnung,1550,1350,200,64,2,2.Stock,1960,01.05.2020,,,1,1,1,,20m,1000m,50m,50m,50m,,4,"Obergrundstrasse 72, 6003 Luzern",28.01.2020,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22838733,Wohnung,1300,1110,190,55,2,EG,,,,,,,,,,,,,,,NaN,6004 Luzern,29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22849068,Wohnung,1890,1690,200,66,3.5,2.Stock,,nachVereinbarung,1,,,,,,,,,,,,NaN,"Bodenhofstrasse 13, 6005 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22832804,Wohnung,3675,3375,300,155,5.5,4.Stock,2012,01.06.2020,,,1,,1,1,300m,2700m,100m,1200m,450m,350m,5,"Johanna-Hodel-Gasse 3, 6005 Luzern",28.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22907717,Wohnung,1415,1185,230,,3.5,3.Stock,,01.03.2020,,,,,,,,,,,,,NaN,"Luzernerstrasse 67, 6014 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23002664,Wohnung,2490,2220,270,119,5.5,2.Stock,2002,,,,,,,,250m,,450m,1600m,1600m,1600m,5,"Maihofstrasse 95 B, 6006 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22848011,Wohnung,2240,1890,350,95,4.5,EG,1933,01.06.2020,,1,,,,,,,,,,,4,"Sternmattstrasse 34, 6005 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,4,,,, +22838841,Dachwohnung,1720,1520,200,,3.5,3.Stock,,01.05.2020,1,,,,1,,,,,,,,NaN,"Sandeggstrasse 11, 6015 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22831572,Wohnung,1400,,,45,1.5,2.Stock,,01.04.2020,,,1,,1,,,,,,,,NaN,"Moosstrasse 2, 6003 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22828816,Wohnung,1820,1700,120,57,2.5,4.Stock,1964,nachVereinbarung,1,,,,,,,,,,,,3,"Winkelriedstrasse 56, 6003 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22828985,Wohnung,1595,,,,3.5,2.Stock,,,,,1,,,,,,,,,,NaN,"Klosterstrasse 15, 6003 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22831527,Wohnung,1700,1550,150,71,2.5,Untergeschoss,2015,09.04.2020,,1,1,1,1,,,,,,,,NaN,"Bireggring 18, 6005 Luzern",28.01.2020,luzern,26.02.2020,,,,,1,,,,,,1,,,,,,,, +22830050,Wohnung,1300,1100,200,210,1,5.Stock,,01.05.2020,1,,1,,,,,,,,,,NaN,"Pilatusstrasse 34, 6003 Luzern LU",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22828993,Wohnung,2790,2500,290,116,2.5,1.Stock,1923,,1,1,,,1,,200m,200m,400m,400m,,400m,3,"Obergrundstrasse 115, 6005 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22828984,Wohnung,1230,1050,180,58,2.5,3.Stock,,01.04.2020,,,1,,,,150m,100m,100m,100m,,100m,NaN,"Gibraltarstrasse 7, 6003 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22831564,Wohnung,1930,1700,230,100,4,3.Stock,,nachVereinbarung,1,,,,,,,,,,,,NaN,"Nägelistrasse 5, 6004 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22828992,Wohnung,1870,1695,175,81,3.5,EG,,,1,,,,1,1,200m,,500m,,,1000m,NaN,"Hirtenhofring 15, 6005 Luzern",27.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22832079,Wohnung,1425,1185,240,,3,1.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Luzernerstrasse 77, 6014 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22826287,Wohnung,660,,,14,1,1.Stock,,sofort,1,,1,1,,,,,,,,,NaN,6005 Luzern LU,27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22905574,Wohnung,1230,,,60,2.5,,,01.04.2020,,,,,,,,,,,,,NaN,"Gibraltarstrasse 7, 6003 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22825952,Wohnung,1465,1295,170,,2.5,1.Stock,,01.03.2020,,,,,,,,,,,,,NaN,"Zürichstrasse 73, 6004 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22827502,Wohnung,1830,1690,140,74,3.5,6.Stock,,sofort,,,1,,1,,200m,,,,,200m,NaN,"Sempacherstrasse 1, 6003 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22824163,Wohnung,1600,1450,150,71,3.5,8.Stock,,16.03.2020,1,1,1,,1,,500m,2500m,50m,250m,250m,900m,NaN,"Fluhmühlerain 20, 6015 Luzern",27.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22824141,Wohnung,1600,1450,150,71,3.5,7.Stock,,sofort,1,1,1,,1,,500m,2500m,50m,250m,250m,900m,NaN,"Fluhmühlerain 24, 6015 Luzern",27.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22824206,Dachwohnung,2750,2550,200,96,4.5,3.Stock,,01.05.2020,1,,,1,1,,,,,,,,NaN,"Elfenaustrasse 39, 6005 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22825263,Wohnung,2170,1890,280,108,4.5,2.Stock,,,1,1,1,,,,,,,,,,NaN,"Rothenpark 2, 6015 Luzern",27.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22824176,Wohnung,1300,1160,140,65,2.5,EG,,31.03.2020,1,,,,1,,300m,1000m,500m,500m,,500m,NaN,"Luegetenstrasse 23, 6004 Luzern",27.01.2020,luzern,26.02.2020,,,,1,,,,,,,,,,,,,,, +22831593,Wohnung,2500,2250,250,,4,,,01.04.2020,,,,,1,,250m,3600m,,,,200m,NaN,"Bergstrasse 25, 6004 Luzern",27.01.2020,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22811415,Wohnung,2520,2300,220,156,4.5,1.Stock,2016,sofort,1,1,1,,,,,,,,,,5,"Staldenhof Alt, 6014 Luzern",24.01.2020,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +22817966,Einzelzimmer,1490,1350,140,24,,2.Stock,,sofort,1,,,,,,50m,1000m,,,,300m,NaN,"Voltastrasse 2, 6005 Luzern",25.01.2020,luzern,26.02.2020,,,,,,,,,,1,,,,,,1,,, +22903830,Dachwohnung,2750,2500,250,80,3,3.Stock,,01.05.2020,,,,,,,,,,,,,NaN,"Reusssteg 10, 6003 Luzern",24.01.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22811406,Wohnung,1980,1780,200,108,4.5,4.Stock,,01.04.2020,1,,1,,,,100m,,350m,350m,,650m,NaN,"Waldstrasse 7, 6015 Luzern",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22821204,Wohnung,1920,1680,240,101,4.5,3.Stock,1996,01.04.2020,,,,,,,,,,,,,6,"Büttenenhalde 60, 6006 Luzern",25.01.2020,luzern,26.02.2020,,,,,,,,,,,,277m³,,,,,,, +22814788,Wohnung,1440,1260,180,55,2.5,3.Stock,1993,15.03.2020,1,,1,,,,100m,800m,150m,150m,150m,100m,NaN,"Bruchstrasse 29, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22811423,Wohnung,1430,1260,170,60,3,2.Stock,,01.03.2020,1,1,,,,,,,,,,,NaN,"Elfenaustrasse 36, 6005 Luzern",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22974369,Wohnung,2200,1900,300,100,3.5,EG,,sofort,1,1,1,,,1,,,,,,,NaN,"Tribschenstrasse (nähe Manorfood), 6005 Luzern",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22812226,Wohnung,1430,,,83,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,"Langensandstrasse, 63, 6005 Luzern",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22924324,Wohnung,990,,,,1.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22817221,Wohnung,2490,2190,300,110,4.5,3.Stock,1976,sofort,1,,1,,,,,,,,,,4,"Kreuzbuchstrasse, 6006 Luzern",24.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22804823,Wohnung,1300,,,33,1.5,6.Stock,1978,sofort,1,1,1,1,1,1,200m,,,,,500m,NaN,"Kreuzbuchrain 12, 6006 Luzern",23.01.2020,luzern,26.02.2020,1,,41,,,,,,,,,,,,,,,, +22811722,Wohnung,1500,1300,200,75,3.5,3.Stock,1961,01.05.2020,,,,1,,,100m,,,,,800m,5,"Würzenbachstr. 52, 6006 Luzern",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22806804,Attika,2127,1827,300,100,3.5,5.Stock,,sofort,1,1,1,1,1,,100m,1000m,200m,100m,100m,100m,NaN,"Ruopigenhöhe 12, 6015 Luzern",23.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22808261,Maisonette,2400,2050,350,125,5.5,4.Stock,1980,sofort,1,1,1,,1,1,300m,3000m,250m,700m,150m,600m,4,"Matthof 16, 6014 Luzern",23.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22806807,Wohnung,1440,1260,180,72,3,EG,,nachVereinbarung,1,,,,,,,,,,,,NaN,"Elfenaustrasse 42, 6005 Luzern",23.01.2020,luzern,26.02.2020,1,,,1,,,,,,,,,,,,,,, +22684901,Wohnung,680,620,60,16,1,11.Stock,2001,01.03.2020,1,,1,1,,,,,,,,,NaN,"Reusszopf 21, 6015 Luzern LU",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22808260,Wohnung,2340,2100,240,110,4.5,1.Stock,2016,01.07.2020,1,1,1,,,1,200m,2000m,100m,100m,500m,100m,4,"Neuhushof 9, 6014 Luzern",23.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22807817,Wohnung,1480,1200,280,77,3.5,1.Stock,1968,nachVereinbarung,,,1,1,1,,100m,,,,,100m,5,"Löwengrube 8, 6014 Luzern",23.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22555973,Wohnung,1670,1420,250,74,3,EG,1961,sofort,,,,,,,200m,3000m,150m,500m,1000m,300m,5,"Würzenbachmatte 29, 6006 Luzern",23.01.2020,luzern,26.02.2020,,,,,,,,,,,,178m³,,,,,,, +22800301,Wohnung,1990,1730,260,79,3.5,2.Stock,1976,,1,1,1,,1,1,,,,,,,4,"Schönbühlring 17, 6005 Luzern",22.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22964881,Wohnung,1700,,,,3,,,01.05.2020,1,,,,,,,,,,,,NaN,"sonnenbergstrasse 37e, 6005 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +16178827,Wohnung,1799,1549,250,85,3.5,2.Stock,1994,sofort,1,,1,,1,,50m,500m,,,,300m,5,"Taubenhausstrasse 31, 6005 Luzern",23.01.2020,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22801374,Wohnung,755,,,,1,1.Stock,,01.04.2020,1,,1,1,,,,,,,,,NaN,"Libellenstrasse 69, 6004 Luzern LU",23.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22801395,Wohnung,1530,1290,240,60,4.5,2.Stock,,nachVereinbarung,1,1,,,1,,,,,,,,NaN,"Heiterweid 9, 6015 Luzern LU",23.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22800300,Wohnung,1780,1600,180,63,2.5,EG,,,1,1,1,,1,,,,,,,,NaN,"Hirtenhofstrasse 83, 6005 Luzern",22.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22884391,Wohnung,1950,1750,200,82,4.5,3.Stock,,sofort,1,,1,,,,,,,,,,NaN,"St. Karli-Strasse 37, 6004 Luzern",23.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22799854,Wohnung,1890,1730,160,74,3.5,EG,,nachVereinbarung,,,,,,,,,,,,,NaN,"Claridenstrasse 9, 6003 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22799872,Wohnung,1640,1450,190,,3.5,3.Stock,,nachVereinbarung,1,,,,,1,,,,,,,NaN,"Langensandstrasse 61-65, 6005 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22990039,Studio,550,450,100,16,1,Untergeschoss,1948,01.04.2020,,,,,,,,,,,,,NaN,"Friedberghalde 8, 6004 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22791064,Wohnung,1495,1300,195,71,3.5,EG,,sofort,,,1,,1,,50m,3000m,,,,500m,NaN,"Würzenbachstrasse 62, 6006 Luzern, 6006 Luzern",21.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22789682,Wohnung,1521,1241,280,81,4.5,1.Stock,,01.04.2020,,,1,,,,,,,,,,NaN,"Stollberghalde 9, 6003 Luzern",21.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22788501,Dachwohnung,2060,,,65,2.5,,,01.03.2020,,,,,,,,,,,,,NaN,"Neustadtstrasse 8, 6003 Luzern",21.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22789936,Wohnung,980,890,90,,3,EG,,sofort,,,,,,,160m,,1220m,680m,,400m,NaN,"Bernstrasse, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22791203,Wohnung,2010,1720,290,104,3.5,3.Stock,1964,01.04.2020,,,,,,,200m,4000m,1000m,600m,600m,350m,5,"Seefeldrain 3, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22789803,Wohnung,2010,1720,290,104,3.5,3.Stock,,,,,,,,,,,,,,,NaN,6006 Luzern,21.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22798722,Wohnung,1990,1770,220,,4.5,3.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Büttenenhalde 37, 6006 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22798721,Wohnung,1900,1700,200,85,3.5,5.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Büttenenhalde 37, 6006 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22789937,Wohnung,1600,1420,180,,3,3.Stock,,sofort,,,,1,,1,300m,1000m,1230m,680m,,430m,NaN,"Bernstrasse 40, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22789729,Wohnung,1300,1175,125,40,2.5,4.Stock,,sofort,,,,,,,10m,,,,,,NaN,"Bernstrasse 7, 6003 Luzern",21.01.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22779913,Wohnung,2180,2000,180,65,2.5,4.Stock,2015,31.03.2020,,,1,,,,100m,250m,150m,150m,150m,10m,3,"Weggisgasse 12, 6004 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22785097,Wohnung,2850,2600,250,115,4.5,2.Stock,,01.07.2020,1,1,1,,1,1,200m,,,,,500m,NaN,"Schädrütihalde 20, 6006 Luzern",,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22979555,Wohnung,1100,930,170,45,2,3.Stock,1963,01.04.2020,,,,1,,,,,,,,,5,"Hochhüsliweid 6, 6006 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22779671,Attika,2180,2000,180,62,2.5,4.Stock,2015,31.03.2020,,,1,,1,,100m,,150m,150m,150m,10m,3,"Weggisgasse 12, 6004 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22905871,Wohnung,2630,2350,280,93,3.5,1.Stock,1965,01.04.2020,,,,,,,,,,,,,3,"Brunnhalde 14, 6006 Luzern",21.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22783738,Wohnung,1690,1500,190,60,3,2.Stock,,01.04.2020,1,,,,1,,,,,,,,NaN,"Mozartstrasse 1, 6004 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22779722,Wohnung,1850,1650,200,,3.5,1.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,"Bruchstrasse 57, 6003 Luzern",20.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22790071,Wohnung,1980,1700,280,,4.5,2.Stock,,01.05.2020,,,,,,,,,,,,,NaN,"Würzenbachstrasse 23, 6006 Luzern",21.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22782642,Wohnung,1390,1190,200,52,2.5,4.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,"Bruchstrasse 24, 6003 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22905869,Wohnung,1248,1078,170,56,2.5,5.Stock,1974,01.03.2020,1,,1,,,,100m,,500m,2000m,2000m,2000m,5,"Büttenenstrasse 18, 6006 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22777066,Wohnung,720,650,70,17,1,3.Stock,,16.03.2020,1,,,,,,,,,,,,NaN,"17², Wesemlinstrasse, 1, 6006 Luzern LU",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22832920,Wohnung,1750,,,,2.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22765562,Wohnung,2240,1970,270,66,2.5,3.Stock,,nachVereinbarung,,,1,,,,,,,,,,NaN,"Kramgasse 7, 6004 Luzern",16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22766476,Wohnung,1540,1300,240,80,4.5,2.Stock,1949,01.03.2020,1,,,,1,,,,,,,,6,"Elfenaustrasse 22, 6005 Luzern",17.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22761622,Wohnung,1490,1270,220,80,4,3.Stock,1960,nachVereinbarung,1,,,,,,,,,,,,5,"Mattweg 17, 6014 Luzern",16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22534230,Wohnung,1710,1420,290,89,4.5,4.Stock,1978,01.03.2020,1,1,1,1,1,1,200m,,200m,500m,1500m,1000m,5,"Längweiherstr. 16, 6014 Luzern",17.01.2020,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22766496,Wohnung,1640,1420,220,,4,8.Stock,,sofort,1,,1,,1,1,300m,1000m,,,,400m,NaN,"Fluhmühlerain 2, 6015 Luzern",17.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22766495,Wohnung,1450,1270,180,,3,8.Stock,,sofort,1,,1,,1,1,300m,1000m,,,,400m,NaN,"Fluhmühlerain 2, 6015 Luzern",17.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22501462,Wohnung,1495,1250,245,,4.5,2.Stock,1955,16.04.2020,1,,,,1,,500m,1000m,,,,500m,NaN,"Heiterweid 15, 6015 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22757450,Wohnung,1690,1540,150,63,3.5,EG,,01.04.2020,1,,,,1,,100m,,940m,880m,920m,440m,NaN,"Auf Weinbergli 6, 6005 Luzern",16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22757021,Wohnung,1760,1580,180,80,3.5,6.Stock,,nachVereinbarung,1,1,1,,,,800m,2500m,,,,500m,NaN,"Eichenstrasse 10, 6015 Luzern",16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22748486,Wohnung,651,638,13,14,1,2.Stock,2013,sofort,,,,,,,,,,,,,NaN,"Sagenmattstrasse, 6003 Luzern LU",15.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22758962,Wohnung,1590,1380,210,57,3,EG,1951,01.04.2020,,,,1,1,,150m,,400m,600m,600m,800m,4,"Geissmattstrasse 60, 6004 Luzern",16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22759291,Wohnung,1420,1250,170,57,3,3.Stock,,01.04.2020,1,,,,1,,150m,3000m,,,,200m,NaN,"Imfangring 26, 6005 Luzern",16.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22755842,Wohnung,2310,,,,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22749234,Wohnung,1730,1490,240,74,4,3.Stock,1956,30.03.2020,1,,,,1,,,,,,,,4,"Hochrütistrasse 14, 6005 Luzern",15.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22983787,Loft,1790,1340,450,140,2,1.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,6014 Luzern,15.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22749110,Wohnung,1650,1450,200,60,3,2.Stock,1956,30.03.2020,1,,,,1,,,,,,,,4,"Hochrütistrasse 14, 6005 Luzern",15.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22754218,Wohnung,2470,2260,210,118,4.5,3.Stock,,sofort,,,,,,,,,,,,,NaN,"Fluhmattstrasse 58, 6004 Luzern",15.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22754846,Wohnung,2200,1920,280,108,4.5,3.Stock,,01.04.2020,1,1,1,,,,,,,,,,NaN,"Rothenpark 3, 6015 Luzern",16.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22992951,Wohnung,1500,,,,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,14.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22730202,Einzelzimmer,1020,,,45,2,,,01.04.2020,,,,,,,,,,,,,NaN,"Schönbühlring 15, 6005 Luzern",12.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22734638,Dachwohnung,1795,1610,185,70,3.5,3.Stock,,01.04.2020,1,,1,,1,,200m,,,400m,400m,200m,NaN,"Löwengrube 5, 6014 Luzern",13.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22734608,Wohnung,1580,1400,180,70,3.5,4.Stock,,nachVereinbarung,1,,,1,,,10m,1500m,,,,10m,NaN,"Urnerhofweg 4, 6004 Luzern",13.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22747520,Wohnung,2070,1850,220,100,4,1.Stock,,01.04.2020,1,,,,1,1,,,,,,,NaN,"Luegetenstrasse 17, 6004 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22738290,Wohnung,1890,1690,200,92,4.5,2.Stock,,01.04.2020,1,,,,1,1,150m,2000m,,,,800m,NaN,"Tribschenstrasse 74, 6005 Luzern",13.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22746423,Wohnung,950,900,50,54,1,1.Stock,2012,sofort,1,,,,,,,,,,,,NaN,"Bodenhofstrasse 15, 6005 Luzern LU",14.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22917881,Wohnung,1500,1350,150,58,2.5,EG,,,,,1,1,1,,200m,1000m,540m,720m,,180m,NaN,"Birkenstrasse 2, 6003 Luzern",14.01.2020,luzern,26.02.2020,,,58,,,,,,,,,,,,,,,, +22746958,Wohnung,1200,1050,150,33,2,2.Stock,,01.04.2020,,,,,,,,,,,,,NaN,"Landschaustrasse 46, 6006 Luzern",14.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22751788,Wohnung,2560,2300,260,110,4.5,3.Stock,,01.04.2020,1,,1,,1,1,300m,,,,,,NaN,"Unterlöchlistrasse 3, 6006 Luzern",14.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22728166,Wohnung,2310,2000,310,123,4.5,1.Stock,2018,nachVereinbarung,1,1,1,1,1,1,20m,,650m,610m,,20m,5,"Grossmatte 2A-I, 6014 Luzern",,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22726392,Wohnung,2725,2400,325,121,4.5,1.Stock,2003,nachVereinbarung,,,,,,,100m,4000m,2000m,1000m,1000m,1000m,5,"Schlösslihalde 25, 6006 Luzern",10.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22728144,Wohnung,1610,1460,150,56,2.5,3.Stock,2019,nachVereinbarung,,,,,,,,,,,,,5,"Wesemlinstrasse 4, 6006 Luzern",11.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22728272,Wohnung,1990,,,83,3.5,,,01.04.2020,,,,,,,,,,,,,NaN,"Sternenplatz 7, 6004 Luzern",10.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22726604,Wohnung,3180,2900,280,148,5.5,4.Stock,2003,01.07.2020,1,1,1,,1,1,100m,,,,,400m,5,"Schädrütihalde 18, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22724215,Wohnung,5800,5300,500,150,4.5,3.Stock,2018,01.04.2020,1,1,1,,,,250m,,,,,,NaN,"Rigistrasse 26, 6006 Luzern",10.01.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22728146,Wohnung,1820,1630,190,71,2.5,3.Stock,2019,01.04.2020,,,,,,,,,,,,,5,"Wesemlinstrasse 2, 6006 Luzern",11.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22720354,Wohnung,1560,,,60,2,4.Stock,,01.03.2020,1,,,,,,1m,,,,,5m,NaN,"Taubenhausstrasse 6, 6005 Luzern",10.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22723969,Wohnung,2725,2400,325,121,4.5,1.Stock,,,,,,,,,,,,,,,NaN,6006 Luzern,10.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22725499,Wohnung,1410,1270,140,49,2.5,4.Stock,1970,01.04.2020,1,1,1,,1,,500m,,,,,1500m,4,"Kreuzbuchrain 10, 6006 Luzern",26.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22720578,Wohnung,1690,1410,280,80,4.5,3.Stock,,01.04.2020,,,,,,,50m,,800m,800m,800m,200m,NaN,"Sagenmattstrasse 26, 6003 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22716639,Wohnung,1500,1380,120,60,3,2.Stock,,01.04.2020,1,,1,,,,5m,,,,,,NaN,"Maihofstrasse 71, 6006 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22720601,Wohnung,1460,1200,260,70,3.5,1.Stock,,01.04.2020,,,,,,,50m,,800m,800m,800m,200m,NaN,"Sagenmattstrasse 26, 6003 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22712964,Wohnung,1790,1600,190,70,3.5,4.Stock,,,1,1,,,1,,,,,,,,NaN,"Hirtenhofstrasse 16, 6005 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22716530,Wohnung,1310,1200,110,57,2,EG,,01.04.2020,,1,,,,,,,,,,,NaN,"An der Kleinen Emme 3, 6014 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22714218,Wohnung,1500,,,,2,,,nachVereinbarung,,,,,,,,,,,,,NaN,6000 Luzern LU,09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22712966,Wohnung,2080,1950,130,86,2.5,4.Stock,2016,,1,1,1,,1,,700m,2000m,,400m,,400m,5,"Zihlmattweg 19, 6005 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22734003,Wohnung,1629,1409,220,,3,2.Stock,,01.04.2020,1,1,,,1,,190m,,710m,460m,720m,360m,NaN,"Rankhofstrasse 10, 6006 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22712969,Wohnung,2550,2290,260,93,3.5,3.Stock,1993,,1,,1,,1,1,,,,,,,3,"Oberseeburghöhe 10, 6006 Luzern",09.01.2020,luzern,26.02.2020,,,93,,,,,,1,,,,,,,,,, +22720288,Wohnung,1995,,,72,3,1.Stock,1437,01.03.2020,,,,,1,,100m,,,,,100m,NaN,"Sternenplatz 7, 6004 Luzern",10.01.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22712651,Wohnung,1920,1770,150,91,4.5,4.Stock,,01.04.2020,1,,1,,,,50m,4000m,,,,,NaN,"Rank 1, 6006 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22917886,Wohnung,1380,,,,3,Untergeschoss,,01.04.2020,1,,1,,1,,200m,,1200m,1200m,,1000m,NaN,"Würzenbachstrasse 61, 6006 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22180776,Wohnung,1650,1470,180,63,3,1.Stock,1956,01.03.2020,1,,1,,1,,100m,1000m,200m,200m,,500m,4,"Voltastrasse 20, 6005 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22704012,Wohnung,1560,,,,4,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22704011,Wohnung,1270,,,17,1,3.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Kasimir-Pfyffer-Strasse 20, 6003 Luzern LU",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22708043,Wohnung,1950,1750,200,84,3.5,2.Stock,2008,01.04.2020,1,1,1,,1,1,100m,2000m,50m,50m,500m,300m,4,"Cheerstrasse 6, 6014 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22712647,Attika,3480,3000,480,180,5.5,,1984,01.04.2020,1,1,1,1,,,,,,,,,5,"Zyböriweg 1, 6004 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22703451,Wohnung,2970,2750,220,119,4.5,1.Stock,2014,01.05.2020,,,,,,,,,,,,,5,"Schönbühlring 20, 6005 Luzern",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +19417510,Dachwohnung,1750,1500,250,75,2.5,4.Stock,,sofort,,,,1,,,,,,,,,NaN,"Grimselweg 4, 6005 Luzern",08.01.2020,luzern,26.02.2020,,1,,,,,,,1,,,,,,,,,, +22706370,Studio,2350,2200,150,49,2,5.Stock,,nachVereinbarung,1,,1,,1,,100m,,500m,500m,300m,500m,NaN,"Abendweg 1, 6006 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22706706,Wohnung,1190,1020,170,,2,4.Stock,,01.04.2020,1,1,1,,1,,,,,100m,100m,20m,NaN,"Bernstrasse 77, 6003 Luzern",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,1,, +22903051,Wohnung,1927,1777,150,73,2.5,5.Stock,,01.05.2020,1,,1,,,,,,,,,,NaN,"Ulmenstrasse 14, 6003 Luzern",05.01.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22956129,Wohnung,1387,1180,207,74,3.5,EG,1960,,1,,,,,,150m,4000m,150m,1000m,1000m,200m,NaN,"Mattweg 15, 6014 Luzern",06.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22704888,Wohnung,2970,2750,220,131,4.5,1.Stock,2014,01.05.2020,,,,,,,,,,,,,5,"Schönbühlring 20, 6005 Luzern",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,5,,,, +22688425,Wohnung,1535,1350,185,68,2.5,EG,1975,,1,,,,1,,200m,,,,,500m,5,"Luegetenstrasse 13, 6004 Luzern",06.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22699967,Wohnung,1640,1390,250,87,3.5,EG,1982,,1,1,1,,1,1,300m,3000m,200m,700m,300m,150m,5,"Matthof 32, 6014 Luzern",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22697635,Wohnung,1870,,,78,3.5,1.Stock,,15.03.2020,1,,,,1,,200m,2000m,200m,200m,,200m,NaN,"Hochrütistrasse 34, 6005 Luzern",07.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22866870,Wohnung,630,,,,1,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,06.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22692124,Wohnung,1550,1400,150,56,2.5,3.Stock,,,1,,1,,1,,200m,,,,,50m,NaN,"Bleicherstrasse 25, 6003 Luzern",06.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22703976,Wohnung,1600,1420,180,87,3,1.Stock,1967,01.04.2020,,,1,,,,60m,,110m,300m,300m,500m,6,"Berglistrasse 38, 6003 Luzern",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22666205,Wohnung,720,670,50,20,1,1.Stock,1923,nachVereinbarung,1,,,,1,,,,,,,,5,"Obermättlistrasse 8, 6015 Luzern LU",31.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22686713,Maisonette,4150,3750,400,150,5.5,3.Stock,,nachVereinbarung,1,1,,,1,,50m,1000m,300m,300m,500m,500m,NaN,"Abendweg 4, 6006 Luzern",30.12.2019,luzern,26.02.2020,,1,,,,,,,1,,,,,,,,,, +22765614,Wohnung,2710,2400,310,147,5.5,4.Stock,2015,01.06.2020,1,1,1,,1,1,70m,,20m,710m,,1010m,5,"Cheerstrasse 13, 6014 Luzern",30.12.2019,luzern,26.02.2020,1,,,,1,,,,,,1,,,,,,,, +22680142,Wohnung,1950,1750,200,83,3.5,3.Stock,2015,29.02.2020,1,1,1,,1,1,100m,4000m,50m,300m,500m,600m,4,"Cheerstrasse 13, 6014 Luzern",04.01.2020,luzern,26.02.2020,,,104,,,,,,,,,,,,,,,, +22667545,Dachwohnung,3980,3600,380,166,4.5,4.Stock,,sofort,,,1,,1,,20m,1500m,1050m,120m,500m,30m,NaN,"Hirschmattstrasse 26, 6003 Luzern",30.12.2019,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22909684,Attika,960,850,110,28,1,4.Stock,1992,,1,1,1,1,,,200m,,,,,300m,4,"Kanonenstrasse 6, 6003 Luzern",04.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22678774,Wohnung,1530,1330,200,,4.5,3.Stock,,01.03.2020,1,1,1,,1,,,800m,100m,100m,100m,50m,NaN,"Bernstrasse 112, 6003 Luzern",03.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,1,, +22682554,Wohnung,1510,1300,210,70,3.5,EG,1968,sofort,1,1,,,1,,60m,3000m,800m,1000m,2000m,300m,5,"Hirtenhofstrasse 72, 6005 Luzern",05.01.2020,luzern,26.02.2020,1,1,68,,,,,,,,,,,,,,,, +22678214,Wohnung,1530,1300,230,76,4.5,3.Stock,,01.04.2020,1,1,,,1,1,100m,2000m,200m,200m,1000m,100m,NaN,"Renggstrasse 8, 6014 Luzern",03.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22680134,Wohnung,2190,1900,290,102,5.5,1.Stock,,,1,,1,1,1,1,50m,,100m,700m,700m,500m,NaN,"Hirtenhofstrasse 31, 6005 Luzern",04.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22568032,Wohnung,3810,3390,420,127,3.5,26.Stock,2012,nachVereinbarung,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,NaN,"Zihlmattweg 42, 6005 Luzern",20.12.2019,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22734078,Wohnung,1560,1340,220,60,3.5,2.Stock,,01.04.2020,1,,,,1,,250m,,490m,390m,,290m,NaN,"Hünenbergstrasse 12, 6006 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22649906,Dachwohnung,936,,,,1,4.Stock,,31.03.2020,,,,,,,25m,1000m,500m,500m,,25m,NaN,"Bernstrasse, 6003 Luzern",24.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22659284,Wohnung,3300,3050,250,127,3.5,3.Stock,1987,01.03.2020,1,1,1,,1,,400m,500m,900m,300m,300m,100m,3,"Cysatstrasse 15, 6004 Luzern",27.12.2019,luzern,26.02.2020,1,,127,,,,,,1,,,,,,,,,, +22653190,Wohnung,3290,3090,200,113,4.5,,2019,sofort,,,1,,,,96m,,,391m,,340m,3,"Rosenberghalde, 6004 Luzern",25.12.2019,luzern,26.02.2020,1,,,,,,,,,,1,,,,,,,, +22633866,Wohnung,1210,1050,160,50,2.5,2.Stock,,nachVereinbarung,,,,1,,,,,,,,,NaN,"Hauptstrasse 50, 6015 Luzern",20.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23027642,Wohnung,2090,1970,120,72,3,1.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,"Dornacherstrasse 9, 6003 Luzern",23.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22630468,Wohnung,1740,1550,190,72,3,5.Stock,,,,,,,,,,,,,,,NaN,6003 Luzern,20.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22631420,Wohnung,1740,1550,190,72,3,5.Stock,1951,nachVereinbarung,,,,,,,,,,,,,4,"Bundesplatz 3, 6003 Luzern",20.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23027640,Wohnung,2030,1850,180,83,3.5,2.Stock,,01.04.2020,1,1,1,,,1,174m,808m,160m,132m,,162m,NaN,"Voltastrasse 24, 6005 Luzern",23.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22895620,Attika,3362,3002,360,125,4.5,3.Stock,1999,nachVereinbarung,1,1,1,,1,,,,,,,,3,"Hemschlenstrasse 12, 6006 Luzern",17.12.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22918712,Wohnung,3420,3200,220,99,3.5,,,sofort,,,,,,,,,,,,,NaN,6003 Luzern,19.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22622589,Wohnung,1370,1150,220,,3,3.Stock,1963,01.04.2020,1,,,1,1,,,,,,,,NaN,"Bernerweg 6, 6003 Luzern",19.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22607676,Wohnung,1910,1700,210,90,3.5,2.Stock,,01.03.2020,1,,,,,,,,,,,,NaN,"Kellerstrasse 27, 6005 Luzern",18.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22625394,Wohnung,1800,,,,3.5,1.Stock,,sofort,1,,,,,,960m,,1810m,3070m,,3040m,NaN,"Rebstockhalde 42, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22605630,Wohnung,800,,,20,1,4.Stock,,nachVereinbarung,1,,,,1,,,,,,,,NaN,"Libellenstrasse 61, 6004 Luzern LU",16.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22617534,Wohnung,1192,1060,132,64,3,4.Stock,1957,01.04.2020,1,,,1,,,500m,,500m,1000m,1000m,1000m,5,"Obermättliweg 8, 6015 Luzern",18.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22603099,Wohnung,2810,2530,280,111,4.5,5.Stock,,01.03.2020,1,,1,1,,,50m,500m,,,,50m,NaN,"Moosstrasse 1, 6003 Luzern",16.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22605498,Wohnung,1910,1700,210,75,3.5,,1970,sofort,1,1,1,,1,,200m,1000m,500m,500m,1000m,1000m,4,"Bergstrasse 36, 6004 Luzern",16.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23010556,Attika,2380,2220,160,76,2.5,,2011,nachVereinbarung,1,,1,,,,,,,,,,3,"Spannortstrasse 18, 6003 Luzern",18.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22585104,Wohnung,1440,1310,130,60,2.5,6.Stock,,nachVereinbarung,,,,,,,100m,,,,,100m,NaN,"Dornacherstrasse 15, 6003 Luzern",12.12.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22855961,Wohnung,1950,1700,250,90,3.5,5.Stock,,,1,,1,,1,,50m,,,,,50m,NaN,"Zürichstrasse 11, 6004 Luzern",14.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22598232,Wohnung,1760,1480,280,94,3.5,3.Stock,1996,sofort,,,,,,,,,,,,,6,"Büttenenhalde 57, 6006 Luzern",14.12.2019,luzern,26.02.2020,,,,,,,,,,,,257m³,,,,,,, +22586721,Wohnung,540,,,,1,3.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Tribschenstrasse 68, 6005 Luzern LU",12.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22665700,Wohnung,500,,,,1,,,sofort,,,,,,,,,,,,,NaN,"Maihofhalde, 6006 Luzern",16.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22585915,Wohnung,2470,2150,320,129,4.5,3.Stock,1996,01.04.2020,1,,1,,,,250m,1500m,100m,100m,250m,300m,4,"Ruopigenstrasse 28, 6015 Luzern",12.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22589412,Wohnung,2410,2100,310,,6,3.Stock,,01.03.2020,1,,1,1,,,350m,1500m,500m,400m,400m,350m,NaN,"Fluhmattstrasse 40, 6004 Luzern",07.01.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22855966,Wohnung,1950,1700,250,89,2.5,6.Stock,1987,,1,1,1,,1,,50m,,,,,20m,5,"Zürichstrasse 11, 6004 Luzern",14.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23012007,Wohnung,1950,1700,250,91,3.5,6.Stock,,,1,,1,,1,,50m,,,,,20m,NaN,"Zürichstrasse 11, 6004 Luzern",14.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22966733,Wohnung,2090,1890,200,79,2.5,2.Stock,2011,01.04.2020,1,1,1,,1,,400m,,,,,400m,5,"Bürgenstrasse 9, 6005 Luzern",13.12.2019,luzern,26.02.2020,,,87,,,,,,,,,,,,,,,, +22577201,Wohnung,2290,2120,170,83,3.5,3.Stock,,01.04.2020,1,,,,,,,,,,,,NaN,"Fluhmattstrasse 63, 6004 Luzern",11.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22590765,Wohnung,1660,1540,120,46,2.5,EG,2019,01.03.2020,1,,1,,,,120m,,400m,480m,480m,700m,4,"Hirtenhofstrasse 4, 6005 Luzern",09.12.2019,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22788675,Wohnung,2380,2180,200,82,2.5,1.Stock,,01.03.2020,,1,1,1,1,1,120m,,560m,,,160m,NaN,"Werftestrasse 2, 6005 Luzern",09.12.2019,luzern,26.02.2020,1,,,,1,,,,,,1,,,,,,,, +22573651,Wohnung,2120,1860,260,108,4.5,3.Stock,,sofort,1,1,1,,,,,,,,,,NaN,"Rothenpark 5, 6015 Luzern",11.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22565782,Attika,1820,1600,220,,3.5,4.Stock,,sofort,1,,,,1,1,300m,,,,,400m,NaN,"Hirtenhofstrasse 16, 6005 Luzern",09.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22562465,Wohnung,2380,2180,200,74,3.5,1.Stock,,01.03.2020,,1,1,1,1,,300m,2000m,,,,300m,NaN,"Werftestrasse 2, 6005 Luzern",09.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22312527,Dachwohnung,4190,3800,390,163,3.5,5.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Pilatusstrasse 26, 6003 Luzern",10.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22575695,Wohnung,1680,1510,170,65,3,2.Stock,,nachVereinbarung,1,,1,,1,,,,,,,,NaN,"Löwengrube 5, 6014 Luzern",11.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21562437,Wohnung,1750,1600,150,40,2,,2019,sofort,,,1,1,,,130m,,400m,400m,400m,500m,3,"Sternmattstrasse 18, 6006 Luzern",,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22590766,Wohnung,1990,1850,140,64,2.5,,2019,01.03.2020,1,,1,,,,120m,,400m,480m,480m,700m,4,"Hirtenhofstrasse 4, 6005 Luzern",09.12.2019,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22544942,Wohnung,1430,1290,140,,2,3.Stock,,sofort,,,,1,1,,,,,,,,NaN,"Bernstrasse 9, 6003 Luzern LU",05.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22545956,Wohnung,1930,1655,275,90,4,,,nachVereinbarung,1,1,1,1,1,,50m,,100m,100m,,150m,NaN,"Giselistrasse 8, 6006 Luzern",06.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22543276,Wohnung,1780,1530,250,92,4.5,2.Stock,,sofort,,,,,,,,,,,,,NaN,"Imfangring 16, 6005 Luzern",05.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22544940,Wohnung,700,,,10,1,3.Stock,,nachVereinbarung,1,1,1,,1,,,,,,,,NaN,"Obergütschstrasse 33, 6003 Luzern LU",05.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22542238,Wohnung,2710,2450,260,102,3.5,2.Stock,1992,01.04.2020,1,1,1,,,,500m,2500m,,,,,3,"Alpenquai 20, 6005 Luzern",05.12.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22606066,Maisonette,6700,6300,400,190,4.5,4.Stock,,nachVereinbarung,1,,1,,1,,300m,600m,1000m,300m,300m,300m,NaN,6004 Luzern,07.12.2019,luzern,26.02.2020,,,215,,,,,,1,,,,,,8,,,, +22544025,Wohnung,2850,,,64,2.5,EG,,nachVereinbarung,1,1,1,,1,,100m,1000m,400m,650m,650m,400m,NaN,"Seeburgstrasse 26, 6006 Luzern",,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22546909,Dachwohnung,1100,925,175,40,2,,,sofort,,,,,1,,,,,,,,NaN,"Stollbergrain 3, 6003 Luzern",06.12.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +21921395,Wohnung,2470,2200,270,,4.5,,,sofort,,,1,,,,,,,,,,NaN,"Schäferweg 2, 6005 Luzern",09.12.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22539112,Wohnung,1540,1340,200,50,3,1.Stock,,sofort,,,,1,,1,180m,,80m,210m,,430m,NaN,"Blattenmoosstrasse 2, 6014 Luzern",05.12.2019,luzern,26.02.2020,1,,50,,,,,,,,,,,,,,,, +22908924,Wohnung,1590,1390,200,85,2.5,1.Stock,,sofort,,1,1,,,,,,,,,,NaN,"Büttenenhalde 49, 6006 Luzern",04.12.2019,luzern,26.02.2020,,,,,,,,,,1,,,,,,,,, +23001094,Wohnung,1360,1240,120,,2,1.Stock,,,1,,,1,1,,,,,,,,NaN,"Ruopigenstrasse 20, 6015 Luzern",04.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22525472,Wohnung,1540,1280,260,74,3.5,4.Stock,1978,nachVereinbarung,1,1,1,1,1,1,200m,,200m,500m,1500m,1000m,5,"Längweiherstr. 20, 6014 Luzern",03.12.2019,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22680126,Wohnung,1790,1610,180,68,3,1.Stock,,,,,1,,1,,100m,,,,,100m,NaN,"Bireggstrasse 14, 6003 Luzern",05.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22312306,Dachwohnung,1510,1300,210,65,3.5,3.Stock,,nachVereinbarung,1,,,,1,,,,,,,,NaN,"Bernstrasse 20, 6003 Luzern",14.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22521727,Maisonette,1860,1680,180,,2.5,4.Stock,,sofort,,,,,1,,,,,,,,NaN,"Eisengasse 13, 6004 Luzern",03.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22877792,Wohnung,1620,1500,120,65,3,3.Stock,,01.03.2020,1,,,,,,100m,,,,,100m,NaN,"Klosterstrasse 5, 6003 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22535439,Wohnung,1500,1350,150,90,3.5,4.Stock,2018,sofort,1,,,,,,,,,,,,6,"Bennenegg, 13, 6014 Luzern LU",04.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22541852,Wohnung,1900,1620,280,80,4,3.Stock,1960,nachVereinbarung,1,1,,1,1,1,100m,,100m,1000m,1000m,150m,4,"Matthofring 24, 6005 Luzern",05.12.2019,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22523899,Wohnung,1720,1460,260,89,4.5,6.Stock,1978,nachVereinbarung,1,1,1,1,1,1,200m,,200m,500m,1500m,1000m,5,"Längweiherstr. 20, 6014 Luzern",03.12.2019,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22500594,Wohnung,2310,2060,250,100,4.5,1.Stock,,01.03.2020,,,,,,,50m,,750m,750m,750m,100m,NaN,"Denkmalstrasse 5, 6006 Luzern",28.11.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22506960,Wohnung,1535,1280,255,79,2.5,4.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Brünigstrasse 16, 6005 Luzern",29.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22495995,Wohnung,1750,,,58,2.5,6.Stock,1963,nachVereinbarung,1,,1,,,,,,,,,,3,"Winkelriedstrasse 56, 6003 Luzern LU",27.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22518092,Dachwohnung,1850,1700,150,63,2.5,6.Stock,1923,01.05.2020,1,,1,1,,,,,,,,,3,"Kasimir-Pfyffer-Strasse 15, 6003 Luzern",02.12.2019,luzern,26.02.2020,,,,,,1,,,,1,,,,,,,,, +22493964,Wohnung,2250,1950,300,103,4,2.Stock,,sofort,1,,1,,1,,10m,1000m,,,,80m,NaN,"Klosterstrasse 12a, 6003 Luzern",27.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22492125,Dachwohnung,1240,1050,190,50,2.5,4.Stock,1923,nachVereinbarung,,,,,,,,,,,,,5,"Neustadtstrasse 31, 6003 Luzern",27.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991228,Wohnung,1880,1690,190,84,3.5,EG,2018,sofort,1,1,1,,1,1,50m,,280m,2000m,,1830m,6,"Büttenenring 1a, 6006 Luzern",,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22884417,Wohnung,2750,2500,250,,3.5,5.Stock,2019,01.03.2020,1,1,1,1,1,1,390m,,360m,870m,1000m,660m,NaN,"Hirtenhofring 30, 6005 Luzern",29.11.2019,luzern,26.02.2020,1,,96,,1,1,,,,,1,,,,,,,, +22529385,Dachwohnung,3459,3119,340,167,5.5,6.Stock,2011,01.03.2020,1,,1,1,1,1,200m,1000m,,,,300m,5,"Bleicherstrasse 21, 6003 Luzern",29.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22516547,Wohnung,2450,2200,250,100,4,1.Stock,1903,01.04.2020,1,,,,1,,,,,,,,4,"Maihofstrasse 27, 6004 Luzern",02.12.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22476304,Wohnung,1450,,,42,2.5,5.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Morgartenstrasse 5, 6003 Luzern",25.11.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22465608,Wohnung,2130,1890,240,89,3,4.Stock,2012,01.04.2020,,,1,,1,,100m,,,,,100m,5,"Bruchstrasse 4, 6003 Luzern",22.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22486628,Einzelzimmer,920,,,31,1,EG,,sofort,1,,1,,,,200m,1500m,500m,500m,1200m,500m,NaN,"Wesemlinstrasse 15, 6006 Luzern",26.11.2019,luzern,26.02.2020,,,31,,,,,,,,,,,,,,,, +22768645,Wohnung,1750,1490,260,74,4,1.Stock,1974,sofort,1,1,,1,1,,,,,,,,5,"Hirtenhofstrasse 6, 6005 Luzern",25.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22991950,Wohnung,3120,2900,220,106,4.5,4.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,"Winkelriedstrasse 32, 6003 Luzern",22.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22477147,Wohnung,2000,1800,200,77,3,1.Stock,,sofort,,,1,1,,,,,,,,,NaN,"Hertensteinstrasse 66, 6004 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22339467,Wohnung,1325,1185,140,34,1.5,4.Stock,1975,sofort,1,1,1,,1,,400m,8000m,600m,600m,2000m,2000m,NaN,"Kreuzbuchrain 14, 6006 Luzern",25.11.2019,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +21849431,Wohnung,2350,2100,250,107,4.5,5.Stock,,nachVereinbarung,1,1,1,,1,,,,,,,,NaN,"Kreuzbuchstrasse 101, 6006 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22476228,Wohnung,1700,,,,3,1.Stock,,02.03.2020,1,,,,,,,,,,,,NaN,"Ruflisbergstrasse, 6006 Luzern",25.11.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22310608,Wohnung,2000,1800,200,97,4,6.Stock,1951,nachVereinbarung,,,,,,,10m,,,,100m,20m,5,"Hallwilerweg 16, 6003 Luzern",26.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22443703,Wohnung,2400,2100,300,105,4.5,2.Stock,,sofort,1,1,1,,1,1,100m,3000m,,,,300m,NaN,"Langensandstrasse 74, 6005 Luzern",19.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22451028,Wohnung,1470,1250,220,80,3.5,3.Stock,1984,nachVereinbarung,,,1,,,,,,,,,,6,"Obergütschrain 7, 6003 Luzern",20.11.2019,luzern,26.02.2020,,,,,,,,,,,,220m³,,,,,,, +22991951,Wohnung,3020,2800,220,107,3.5,2.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,"Winkelriedstrasse 32, 6003 Luzern",22.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22905876,Wohnung,1946,1696,250,89,4.5,3.Stock,1974,nachVereinbarung,1,,1,,,1,100m,,500m,2000m,2000m,2000m,5,"Büttenenstrasse 16, 6006 Luzern",19.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22443702,Wohnung,2600,2400,200,100,2.5,4.Stock,1642,,,,,,,,50m,1500m,,,,150m,NaN,"Furrengasse 11, 6004 Luzern",19.11.2019,luzern,26.02.2020,,,100,,,,,,,,,,,,,,,, +22450415,Wohnung,1619,1489,130,55,2.5,1.Stock,1958,sofort,,,,,,,300m,2000m,500m,500m,500m,500m,3,"Grüneggstrasse 10, 6005 Luzern",20.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22447435,Wohnung,1520,1300,220,70,3.5,4.Stock,,sofort,,,,,,,100m,400m,,,,200m,NaN,"Obergrundstrasse 85, 6005 Luzern",20.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +19863483,Wohnung,1670,1450,220,81,3.5,2.Stock,1965,nachVereinbarung,,,1,,,,,,,198m,,,5,"Maihofstr. 68A, 6006 Luzern",15.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22395380,Wohnung,1800,1600,200,,3.5,6.Stock,,nachVereinbarung,1,,1,,1,,,,,,,,NaN,"Birkenstrasse 11, 6003 Luzern",12.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22505763,Wohnung,1990,1830,160,74,2.5,4.Stock,,,,,1,,1,,,,,,,,NaN,"Löwengraben 11|13, 6004 Luzern",14.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21396180,Wohnung,1550,,,,4,1.Stock,1960,sofort,1,,,,1,,200m,1000m,,,,500m,NaN,"Rothenring 25, 6015 Luzern",07.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22442762,Wohnung,1890,1650,240,,4.5,,,nachVereinbarung,1,,,,1,,,,,,,,NaN,"Giselistrasse 4, 6006 Luzern",06.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22393200,Wohnung,1950,1750,200,58,2.5,2.Stock,,12.04.2020,1,,,1,,1,630m,,1170m,340m,,90m,NaN,"Fluhmattstrasse 2, 6004 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22738965,Wohnung,1820,1680,140,64,2.5,1.Stock,1923,,1,,,,,1,250m,1000m,500m,500m,,250m,3,"Dammstrasse 11, 6003 Luzern",11.11.2019,luzern,26.02.2020,,,73,,,,,,,,,,,,,,,, +22367561,Maisonette,2000,1800,200,80,2.5,EG,2003,nachVereinbarung,1,,,,,,100m,4000m,2000m,1000m,1000m,1000m,4,"Schlösslihalde 15E, 6006 Luzern",07.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22370207,Wohnung,1290,1100,190,51,2,1.Stock,,,,,,,,,,,,,,,NaN,6004 Luzern,07.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22940890,Wohnung,1090,910,180,43,2.5,,,01.07.2020,1,,1,,1,1,,,,,,,NaN,"Fluhmühlerain 12, 6015 Luzern",06.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22371269,Wohnung,1600,1390,210,80,3,3.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Dufourstrasse 27, 6003 Luzern",08.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22940891,Wohnung,1495,1275,220,71,3.5,,,01.07.2020,1,,1,,1,1,,,,,,,NaN,"Fluhmühlerain 12, 6015 Luzern",06.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +15361217,Loft,1790,1440,350,140,2,2.Stock,2012,nachVereinbarung,,,,,1,,200m,2000m,,,,200m,6,"Grossmatte, 6014 Luzern",23.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22395812,Wohnung,1400,1200,200,,2.5,2.Stock,,sofort,,,,,,,,,,,,,NaN,"Schrotmättli 13A, 6014 Luzern",06.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22477231,Wohnung,1830,1530,300,80,3,1.Stock,,sofort,1,,,,1,,10m,,200m,200m,,500m,NaN,"Bodenhofstrasse 2, 6005 Luzern",04.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22359358,Wohnung,1500,,,,3,3.Stock,,sofort,1,,,1,1,1,8m,150m,200m,,,10m,NaN,"Obergrundstrasse 71a, 6003 Luzern",29.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22330000,Wohnung,4650,4200,450,152,5.5,,1976,,1,1,,,1,,50m,,1100m,1100m,,900m,NaN,"Bellerivestrasse 40, 6006 Luzern",02.11.2019,luzern,26.02.2020,1,,20,,,,,,1,,,,,,,,,, +22869780,Wohnung,1680,1540,140,68,3.5,1.Stock,,sofort,1,1,1,1,,,,,,,,,NaN,"Liebenauweg 10, 6006 Luzern",30.10.2019,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22491405,Wohnung,990,890,100,36,1,,,01.04.2020,,,1,,,,100m,,,,,100m,NaN,"Voltastrasse 40, 6005 Luzern",06.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22339984,Wohnung,1735,1520,215,91,3.5,2.Stock,1965,nachVereinbarung,,,,,,,,,,,,,5,"Studhaldenstrasse 3, 6005 Luzern",04.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22357464,Wohnung,2470,2210,260,115,5.5,EG,,sofort,,,1,1,,,,,,,,,NaN,"Büttenenhalde 36, 6006 Luzern",06.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22145238,Attika,2050,1950,100,60,2.5,6.Stock,2014,sofort,,,1,,1,,240m,,,,,320m,3,"Burgerstrasse 17, 6003 Luzern",06.11.2019,luzern,26.02.2020,,1,60,,,,,,,,,,,,,,,, +21339799,Wohnung,2235,1950,285,120,4.5,1.Stock,,sofort,1,1,1,,1,,,,,,,,NaN,"Geissmattstrasse 46, 6004 Luzern",31.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22270596,Terrassenwohnung,1920,1700,220,75,3.5,EG,,sofort,1,1,1,1,1,,200m,1500m,1000m,1000m,3000m,1000m,NaN,"Bergstrasse 36, 6004 Luzern",23.10.2019,luzern,26.02.2020,1,,,1,,,,,,,,,,,,,,, +22271830,Wohnung,1920,1700,220,75,3.5,1.Stock,,sofort,1,1,1,,,,200m,1500m,,,,1000m,NaN,"Bergstrasse 36, 6004 Luzern",23.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22307221,Wohnung,2140,1890,250,108,4.5,2.Stock,,01.04.2020,1,1,1,,,,,,,,,,NaN,"Rothenpark 3, 6015 Luzern",29.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22306027,Wohnung,2230,2010,220,88,3.5,3.Stock,,01.06.2020,1,,1,,,,50m,5000m,50m,50m,2200m,50m,NaN,"Kreuzbuchstrasse 65, 6006 Luzern",29.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22263782,Wohnung,2990,2710,280,135,4,1.Stock,,01.04.2020,1,,,,,,10m,,,,,10m,4,"Hirschmattstrasse 28, 6003 Luzern",22.10.2019,luzern,26.02.2020,,,182,,,,,,,,,,,,,,,, +22991231,Attika,2360,2170,190,73,2.5,6.Stock,,sofort,1,,1,1,1,,,,,,,,NaN,"Eschenstrasse 26, 6005 Luzern",25.10.2019,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22287772,Wohnung,2360,2170,190,73,3.5,5.Stock,1963,sofort,,,,,,,,,,189m,,,2,"Neustadtstr. 6, 6003 Luzern",25.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22410050,Wohnung,1920,1690,230,105,4.5,2.Stock,,sofort,1,,1,,,,140m,4000m,250m,400m,400m,500m,NaN,"Giselihalde 9, 6006 Luzern",28.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22918680,Dachwohnung,2500,2300,200,120,2.5,2.Stock,,nachVereinbarung,,1,,,,,,,,,,,NaN,6006 Luzern,28.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22306028,Wohnung,2880,2590,290,115,4.5,3.Stock,,01.06.2020,1,,1,,,,50m,5000m,50m,50m,2200m,50m,NaN,"Kreuzbuchstrasse 65, 6006 Luzern",29.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22420914,Wohnung,1340,1250,90,36,1.5,2.Stock,,nachVereinbarung,1,,1,,,,50m,2000m,,,,20m,NaN,"Langensandstrasse, 6005 Luzern",18.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22420911,Wohnung,2680,2500,180,84,3.5,5.Stock,2018,nachVereinbarung,1,,1,,,,50m,2000m,,,,100m,4,"Langensandstrasse, 6005 Luzern",18.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22770777,Wohnung,1600,1440,160,46,3.5,,,sofort,,,,,,,150m,,710m,720m,,510m,NaN,"Geissmattstrasse 3, 6004 Luzern",,luzern,26.02.2020,,1,,1,,,,,,,,,,,,,,, +22221444,Wohnung,1530,1350,180,70,3.5,3.Stock,,nachVereinbarung,1,,,,1,,,,,,,,NaN,"Maihofstrasse 6, 6004 Luzern",15.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22238909,Wohnung,2020,1720,300,109,4.5,2.Stock,1982,,1,1,1,,1,1,300m,3000m,200m,600m,200m,500m,4,"Matthof 26, 6014 Luzern",17.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22908855,Wohnung,1900,1700,200,,3.5,2.Stock,,sofort,1,,1,,,,80m,,,,,850m,NaN,"Steinhofstrasse 60, 6003 Luzern",16.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22238609,Wohnung,1560,1390,170,70,3,5.Stock,,sofort,,,1,1,,,,,,,,150m,NaN,"Alpenstrasse 5, 6004 Luzern",17.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22260550,Wohnung,1820,1620,200,90,4.5,3.Stock,1961,nachVereinbarung,,1,,1,,1,,,,,,,5,"Würzenbachhalde 7, 6006 Luzern",22.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22251801,Wohnung,1565,1460,105,35,2.5,4.Stock,1985,nachVereinbarung,,,1,,,,,,,,,,2,"Seehof 7, 6004 Luzern LU",20.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22245838,Wohnung,1565,1460,105,35,2.5,4.Stock,1985,nachVereinbarung,,,1,,,,,,,,,,2,"Seehof 7, 6004 Luzern",18.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22196532,Wohnung,1710,1480,230,71,3.5,3.Stock,1961,nachVereinbarung,,,1,,,,,,,184m,,,4,"Neustadtstr. 8c, 6003 Luzern",11.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22223176,Wohnung,1550,1300,250,72,4,7.Stock,1966,nachVereinbarung,,,,,,,700m,,400m,800m,800m,1000m,5,"Fluhmühlerain 9, 6015 Luzern",15.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22870036,Wohnung,1870,1690,180,75,3,2.Stock,1940,sofort,1,,,,1,,300m,1000m,400m,400m,,400m,4,"Rankhofstrasse 20, 6006 Luzern",15.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21193155,Dachwohnung,2100,1870,230,100,4.5,,,nachVereinbarung,,,,,,,,,,,,,4,"Bernstrasse 57 b, 6003 Luzern",03.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22210067,Wohnung,1930,1750,180,60,3,2.Stock,,sofort,,,,1,,,100m,,,,,100m,NaN,"Friedenstrasse 7, 6004 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +17323378,Wohnung,1890,1650,240,97,3.5,EG,2018,sofort,1,1,1,1,1,1,20m,,650m,610m,,20m,6,"Grossmatte 2A-I, 6014 Luzern",,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22918689,Wohnung,1460,1360,100,67,1.5,1.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,6014 Luzern,03.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21989914,Wohnung,950,800,150,18,1.5,1.Stock,,sofort,,,,,1,,100m,,,,,100m,NaN,"Grimselweg 4, 6005 Luzern",15.10.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +21689361,Wohnung,1790,1540,250,80,3.5,4.Stock,,sofort,1,,1,,1,,,,,,,,NaN,"Unter-Geissenstein 8, 6005 Luzern",14.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22089242,Wohnung,1995,1615,380,110,4.5,2.Stock,1978,nachVereinbarung,,,1,,,,,,,307m,,,6,"Liebenauweg 6, 6006 Luzern",03.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22122909,Wohnung,1620,1470,150,,3.5,3.Stock,,sofort,1,1,,,1,,,,,,,,NaN,"Mattweg, 6014 Luzern",30.09.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21872717,Dachwohnung,1590,1300,290,58,3,2.Stock,,sofort,1,,,1,1,,250m,2000m,,500m,500m,250m,NaN,"Hochrütiring 11, 6005 Luzern",30.09.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22137579,Wohnung,1820,1700,120,58,2.5,7.Stock,1964,nachVereinbarung,,,,,,,,,,,,,3,"Winkelriedstrasse 56, 6003 Luzern",30.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22129023,Wohnung,1800,1600,200,70,3.5,1.Stock,,sofort,1,,,,,,,,,,,,NaN,"St.-Karli-Strasse, 6004 Luzern",01.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22130587,Wohnung,3100,2850,250,110,5,1.Stock,1923,sofort,1,,,,1,,250m,,,,,,3,"Adligenswilerstrasse 25, 6006 Luzern",02.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21427926,Wohnung,2690,2350,340,120,4.5,2.Stock,,,1,1,1,,1,1,,,,,,,NaN,"Rosenbergweg 2, 6004 Luzern",24.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22130578,Wohnung,1580,1370,210,72,3.5,1.Stock,1992,,1,1,1,,,,300m,,,,,300m,5,"Kanonenstrasse 8, 6003 Luzern",02.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22143919,Dachwohnung,2140,1840,300,103,3.5,6.Stock,2016,nachVereinbarung,1,,1,,1,,,,,,,,5,"Cheerstrasse 13d, 6014 Luzern",03.10.2019,luzern,26.02.2020,1,,,,,,,,,,1,,,,,,,, +22128369,Wohnung,3000,2700,300,130,4.5,EG,1963,sofort,1,1,,1,1,,,,,,,,3,"Langensandweg 12, 6005 St. Niklausen LU",01.10.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22420861,Wohnung,1550,1320,230,,3,4.Stock,,sofort,,,,,,,,,,,,,NaN,"Dammstrasse 17, 6003 Luzern",24.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21223579,Maisonette,2500,2250,250,118,4.5,2.Stock,1992,sofort,1,,1,1,1,1,100m,3000m,200m,200m,750m,300m,3,"Jodersmatt 8, 6014 Luzern",13.09.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22035194,Wohnung,1850,1620,230,77,3.5,3.Stock,1965,nachVereinbarung,1,1,1,,,,,,,198m,,,4,"Maihofstr. 68A, 6006 Luzern",16.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22012547,Wohnung,1920,1800,120,73,2.5,5.Stock,1909,nachVereinbarung,,,,1,1,,100m,,,,,250m,4,"Zähringerstrasse 7, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22035275,Wohnung,1700,1590,110,60,2.5,,,,,,,,,,,,,,,,NaN,6015 Luzern / LU,16.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,1, +22040351,Wohnung,1680,1480,200,80,3.5,,,sofort,1,1,,1,1,1,10m,,430m,2660m,,1150m,NaN,"Obergütschstrasse 9, 6003 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22049589,Wohnung,2995,2740,255,96,4,7.Stock,2019,sofort,1,1,1,1,1,,230m,,500m,310m,,300m,4,"Wesemlinstrasse 2, 6006 Luzern",,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22420909,Wohnung,1990,1870,120,58,2.5,3.Stock,2018,nachVereinbarung,1,,1,,,,50m,2000m,,,,100m,4,"Langensandstrasse, 6005 Luzern",23.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +16241976,Wohnung,4990,4690,300,160,5.5,EG,,sofort,1,1,1,1,1,1,350m,3200m,1000m,1000m,1500m,1000m,NaN,"Bellerivestrasse 25, 6006 Luzern",,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +22388299,Wohnung,1700,1430,270,103,5.5,4.Stock,1967,nachVereinbarung,1,,,,,,500m,,400m,400m,1000m,500m,5,"Unterwilrain 48, 6014 Luzern",20.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22402173,Wohnung,2025,1775,250,120,3.5,2.Stock,,sofort,,,1,,,,,,,,,,NaN,"An der Kleinen Emme 2, 6014 Luzern",17.09.2019,luzern,26.02.2020,,,,,,,,,,1,,,,,,,,, +21978396,Wohnung,1630,1450,180,,3,,,sofort,1,,1,,1,1,200m,1400m,,,,100m,NaN,"Bireggstrasse 29, 6003 Luzern",07.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22143938,Wohnung,1735,1490,245,79,3.5,3.Stock,,sofort,1,,1,,1,,,2000m,,,,500m,NaN,"Udelbodenstrasse 3, 6014 Luzern",06.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21976724,Wohnung,1840,1650,190,85,4,3.Stock,1960,sofort,,,1,,1,,,,,,,,4,"Maihofstrasse 44, 6004 Luzern",09.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22078309,Attika,3900,3600,300,130,4.5,6.Stock,2019,nachVereinbarung,1,,1,1,1,,250m,1200m,,,,,3,"Lindenhausstrasse 2a, 6005 Luzern",06.09.2019,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +21424634,Wohnung,2590,2350,240,90,4.5,,1905,sofort,1,,1,,,,,,,,,,3,"Obergrundstrasse 91, 6003 Luzern",09.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22248060,Wohnung,3400,2950,450,175,6.5,EG,1979,sofort,1,1,1,,1,,,,,,,,5,"Schweizerhausstrasse 15, 6006 Luzern",05.09.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21988166,Wohnung,1450,1250,200,68,3,2.Stock,,sofort,1,,,1,,1,180m,,80m,210m,,420m,NaN,"Blattenmoosstr 4, 6014 Luzern",,luzern,26.02.2020,1,,68,,,1,,,,,,,,,,,,, +21989818,Wohnung,1450,1300,150,55,2,3.Stock,,01.04.2020,1,,,,1,,300m,,400m,400m,400m,350m,NaN,"Hochrütistrasse 32, 6005 Luzern",23.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22983909,Attika,3900,,,152,4.5,8.Stock,,nachVereinbarung,1,,1,,,,,,,,,,NaN,6006 Luzern,12.09.2019,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +21989801,Wohnung,1490,1290,200,70,3,1.Stock,1959,sofort,1,,,,1,,500m,1500m,,,,1000m,5,"Elfenaustrasse 29, 6005 Luzern",09.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22067158,Wohnung,2170,1850,320,110,4.5,1.Stock,,nachVereinbarung,1,1,1,1,1,1,,,,,,,NaN,"Büttenenhalde 38, 6006 Luzern",29.08.2019,luzern,26.02.2020,1,,,,,,,1,,,,,,,,,,, +21956732,Wohnung,1440,1260,180,35,2,2.Stock,1939,nachVereinbarung,,,,1,1,1,300m,,400m,400m,,,2,"Stollbergstrasse 18, 6003 Luzern",04.09.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +21944806,Wohnung,1480,1200,280,84,3.5,3.Stock,1970,01.04.2020,1,1,1,1,1,,10m,,500m,500m,1000m,100m,6,"Baselstrasse 33, 6003 Luzern",03.09.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +21817852,Wohnung,1470,1300,170,,3,2.Stock,,,1,,,,1,,320m,,,,,800m,NaN,"Würzenbachstrasse 51, 6006 Luzern",14.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21952482,Wohnung,2100,1870,230,99,4.5,1.Stock,1952,sofort,,,,,,,200m,2000m,500m,500m,500m,500m,4,"Grüneggstrasse 19, 6005 Luzern",04.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22420913,Wohnung,2190,2000,190,95,3.5,3.Stock,,nachVereinbarung,1,,1,,,,50m,2000m,,,,20m,NaN,"Langensandstrasse, 6005 Luzern",30.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20668824,Wohnung,2090,1890,200,92,3,2.Stock,2012,sofort,1,,1,,1,,100m,,,,,100m,5,"Bruchstrasse 4, 6003 Luzern",04.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22680136,Attika,4630,4200,430,180,6.5,9.Stock,,,1,1,1,1,1,1,50m,,100m,600m,1000m,500m,NaN,"Hirtenhofstrasse 36, 6005 Luzern",05.09.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22936864,Dachwohnung,1930,1800,130,73,2.5,4.Stock,2016,nachVereinbarung,1,1,1,,1,,700m,2000m,,400m,,400m,5,"Zihlmattweg 19, 6005 Luzern",04.09.2019,luzern,26.02.2020,1,,,,,1,,,,,,,,,,,,, +21896013,Wohnung,2400,2190,210,94,3.5,1.Stock,2017,sofort,,,,,,,,,,,,,5,"Stutzstrasse 2, 6005 Luzern",26.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22727539,Wohnung,1330,1180,150,61,2.5,EG,2018,sofort,1,,1,1,1,1,20m,,650m,610m,,20m,6,"Grossmatte 2A-I, 6014 Luzern",,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +21894812,Wohnung,1285,1190,95,32,1,3.Stock,2019,nachVereinbarung,1,,,,1,,100m,2000m,,,,100m,4,"Ledergasse 10, 6004 Luzern",26.08.2019,luzern,26.02.2020,,1,,,,1,,,,,,,,,,,,, +19222117,Wohnung,1990,1840,150,,3.5,,,sofort,1,,,,1,,40m,,490m,540m,490m,330m,NaN,"Maihofstrasse 39, 6004 Luzern",,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22944033,Wohnung,2220,,,100,4.5,,,01.03.2020,1,,1,,,1,200m,5000m,470m,470m,2200m,300m,NaN,"Seefeldstrasse, 6006 Luzern",19.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22562464,Wohnung,4885,4605,280,159,4.5,4.Stock,2019,16.03.2020,1,,1,,1,1,50m,2300m,400m,350m,500m,400m,3,"Fluhmattstrasse 36, 6004 Luzern",23.08.2019,luzern,26.02.2020,,,186,,,,,,,,,,,,,,,, +21821682,Wohnung,2650,2350,300,114,3.5,6.Stock,,nachVereinbarung,,,,,,,300m,,700m,700m,700m,100m,NaN,"Winkelriedstrasse 36, 6003 Luzern",14.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21859115,Wohnung,1540,1310,230,80,3.5,4.Stock,,nachVereinbarung,,,,,,,5m,,10m,10m,350m,50m,NaN,"Matthofring 62, 6005 Luzern",21.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22264243,Wohnung,1500,1310,190,50,2.5,,,sofort,1,,1,,1,,50m,,,,,,NaN,"Klosterstrasse 15, 6003 Luzern",12.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21797074,Loft,1510,1360,150,67,1.5,1.Stock,1979,sofort,1,,,1,1,,100m,3000m,,,,300m,3,"Oberbergsrasse 3, 6014 Luzern",09.08.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21811549,Wohnung,1340,1200,140,51,2,2.Stock,1943,nachVereinbarung,,,,,,,,,,,,,4,"Sagenmattstrasse 20, 6003 Luzern",13.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22417138,Wohnung,1310,1130,180,37,2,EG,,nachVereinbarung,1,,,1,1,,,,,,,,NaN,"Stollbergstrasse 18, 6003 Luzern",22.07.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21910259,Wohnung,1470,1250,220,70,3.5,,,sofort,1,,,1,1,,,,,,,,NaN,"Unterwilrain 44, 6014 Luzern",27.07.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22518393,Wohnung,1650,1500,150,,3.5,1.Stock,,sofort,1,,,,1,1,200m,,130m,450m,450m,650m,NaN,"Obermättlistrasse 6, 6015 Luzern",17.07.2019,luzern,26.02.2020,1,,,,,1,,,,,1,,,,,,,, +22032116,Wohnung,2295,2075,220,110,4.5,1.Stock,,nachVereinbarung,1,,,,1,,,,,,,,NaN,"Zürichstrasse 83, 6004 Luzern",09.08.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +21652740,Wohnung,2900,2700,200,,3.5,5.Stock,,sofort,,,1,1,,,,,,,,,NaN,"Zentralstrasse 18, 6003 Luzern",16.07.2019,luzern,26.02.2020,1,,,,,1,,,,1,,,,,,,,, +21647844,Attika,2590,2340,250,100,3.5,5.Stock,2019,sofort,1,1,1,1,1,,10m,1000m,500m,500m,500m,100m,5,"Luzernerstrasse 133a, 6014 Luzern",15.07.2019,luzern,26.02.2020,1,,,,1,1,,,,,,,,,,,,, +22870033,Wohnung,5200,4800,400,218,4.5,1.Stock,2013,,1,1,1,,1,,400m,1600m,,,,,3,"Guggistrasse 14a, 6005 Luzern",07.08.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22064417,Wohnung,7900,7000,900,230,6.5,1.Stock,1772,nachVereinbarung,1,,1,,1,,160m,1100m,220m,550m,1200m,450m,NaN,6003 Luzern,19.07.2019,luzern,26.02.2020,,,5613,,,,,,1,,,,,,3,,,,7838 +22111070,Attika,2400,2210,190,73,2.5,6.Stock,,sofort,1,1,1,,1,,,,,,,,NaN,"Eschenstrasse 26, 6005 Luzern",15.07.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21735401,Wohnung,1470,1330,140,72,2.5,4.Stock,1962,,,,1,,,,,,,,,,5,"Neustadtstrasse 7, 6003 Luzern",30.07.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21250768,Wohnung,1630,1390,240,82,3.5,13.Stock,1970,nachVereinbarung,,1,1,,1,,800m,,450m,450m,1500m,1100m,NaN,"Waldstrasse 5, 6015 Luzern",10.07.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22717532,Maisonette,3900,3455,445,184,5.5,3.Stock,1992,sofort,1,1,1,,1,1,,,,,,,4,"Schönbühlstrand 14, 6005 Luzern",02.07.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21586549,Dachwohnung,3700,,,127,4.5,5.Stock,2017,,1,,1,,1,,30m,,,,,50m,4,"Hirschmattstrasse 8, 6003 Luzern",18.11.2019,luzern,26.02.2020,,,152,,,,,,,,,,,,,,,, +22482938,Wohnung,1850,1660,190,75,3.5,2.Stock,,sofort,1,,1,1,1,1,200m,1000m,,,,200m,NaN,"St. Karlistrasse 66, 6004 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21557672,Wohnung,8550,,,227,5,3.Stock,1982,sofort,1,1,,,,,50m,,,,,,NaN,"Haldenstrasse 22, 6006 Luzern",12.12.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +21586554,Maisonette,6900,,,320,8,3.Stock,,sofort,1,1,1,,1,1,100m,,300m,500m,,300m,NaN,"Langensandstrasse, 6005 Luzern",05.07.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22855964,Maisonette,2050,1850,200,81,3.5,5.Stock,1987,,1,1,1,,1,,100m,,,,,100m,4,"Museggstrasse 8a, 6004 Luzern",29.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21260347,Wohnung,1770,1620,150,70,3.5,,,,,,,,,,,,,,,,NaN,6015 Luzern / LU,10.07.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21517240,Wohnung,4461,4301,160,121,4.5,2.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Brandgässli 5, 6004 Luzern",26.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22060086,Wohnung,1540,1390,150,70,,,,,1,,,,1,,100m,1000m,,,,100m,NaN,"Stollberghalde 18, 6003 Luzern",11.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20957707,Wohnung,3365,2910,455,160,6,1.Stock,1898,nachVereinbarung,1,,,,1,,170m,1100m,,,,400m,5,"Reckenbühlstrasse 8, 6005 Luzern",06.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21460841,Wohnung,1490,1300,190,,3,2.Stock,,sofort,1,,,1,,,,,,,,,NaN,"Grüneggstrasse 26, 6005 Luzern",14.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22855969,Wohnung,3150,2800,350,153,4.5,7.Stock,1987,,1,,1,,1,,20m,,,,,20m,5,"Zürichstrasse 7, 6004 Luzern",08.06.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22483790,Wohnung,3870,3650,220,119,3.5,6.Stock,,sofort,1,1,1,,1,1,100m,,400m,400m,,100m,NaN,"Schönbühlring 18, 6005 Luzern",21.06.2019,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +21514434,Wohnung,1430,1290,140,35,2.5,,,nachVereinbarung,,,,,,,150m,,400m,610m,,260m,NaN,"Bernstrasse 3, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22492564,Maisonette,1550,1350,200,73,3.5,4.Stock,,sofort,1,,,,1,,100m,,,,,300m,NaN,"Bernstrasse 75, 6003 Luzern",06.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21395783,Wohnung,7400,,,227,6,1.Stock,1982,,1,1,1,,,,50m,,,,,,NaN,"Haldenstrasse 28, 6006 Luzern",07.06.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21285726,Wohnung,1670,1420,250,87,3.5,2.Stock,1983,sofort,1,1,1,,1,1,300m,3000m,200m,500m,700m,400m,5,"Matthof 22, 6014 Luzern",21.05.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20898914,Wohnung,1780,1610,170,,4,3.Stock,,sofort,,,,1,1,,20m,,490m,700m,,350m,NaN,"Baselstrasse 97, 6003 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22420910,Wohnung,2280,2100,180,85,3.5,1.Stock,2018,nachVereinbarung,1,,1,,,,50m,2000m,,,,100m,5,"Langensandstrasse, 6005 Luzern",03.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21218628,Wohnung,2230,2050,180,95,3.5,6.Stock,,nachVereinbarung,1,,1,,1,,50m,2000m,,,,,NaN,"Rank 1, 6006 Luzern",10.05.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20591414,Wohnung,1710,1510,200,79,3.5,3.Stock,,sofort,,,,,,,,,,,,,NaN,"Imfangring 16, 6005 Luzern",26.04.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21200202,Wohnung,1640,1415,225,84,2,4.Stock,1956,nachVereinbarung,,,1,,1,,200m,,1500m,1500m,1500m,10m,5,"Weinmarkt 11, 6004 Luzern",08.05.2019,luzern,26.02.2020,,1,,,,,,,,,,,,1,,,,, +22483793,Wohnung,1420,1250,170,57,3,3.Stock,,sofort,1,,,,1,,150m,3500m,,,,150m,NaN,"Imfangring 28, 6005 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +20634110,Wohnung,2240,1940,300,94,4.5,4.Stock,1998,nachVereinbarung,,,,1,,,5m,1000m,250m,300m,300m,100m,4,"Obergrundstrasse 73, 6003 Luzern",26.03.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20882306,Wohnung,2189,1949,240,109,4,2.Stock,,sofort,,,,,,,,,,,,,NaN,"Obergrundstrasse 106, 6005 Luzern",22.03.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22483819,Wohnung,2550,2400,150,46,2.5,4.Stock,,sofort,1,,,,1,,150m,,,,,50m,NaN,"Grabenstrasse 7 | Weggisgasse 8, 6004 Luzern",27.03.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21216722,Attika,2590,2340,250,100,3.5,5.Stock,2019,sofort,1,1,1,1,1,1,20m,3000m,200m,200m,200m,50m,3,"Luzernerstrasse 133 a, 6014 Luzern",10.05.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21855416,Wohnung,2970,2700,270,120,4.5,4.Stock,,sofort,1,1,,1,,,,,,,,,NaN,"Wesemlinrain 8, 6006 Luzern",17.05.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22558083,Wohnung,1670,1420,250,64,4,EG,,sofort,1,1,1,,1,1,100m,,400m,400m,,400m,NaN,"Sagenmattrain 3, 6003 Luzern",31.03.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22483813,Wohnung,2020,1790,230,89,3.5,2.Stock,,nachVereinbarung,1,,1,,,1,100m,3000m,500m,300m,,500m,NaN,"Adligenswilerstrasse 99, 6006 Luzern",07.03.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +20426847,Wohnung,2550,,,56,2.5,1.Stock,,sofort,1,1,1,1,1,,150m,,,,,300m,NaN,"Kreuzbuchstrasse 33b, 6006 Luzern",16.01.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22420915,Wohnung,2590,2350,240,119,4.5,2.Stock,,nachVereinbarung,1,,1,,,1,50m,2000m,,,,20m,NaN,"Langensandstrasse, 6005 Luzern",01.03.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22483749,Wohnung,4800,4400,400,207,6,1.Stock,,sofort,1,,1,,1,1,500m,1500m,500m,1000m,,500m,NaN,"Rigistrasse 64, 6006 Luzern",21.03.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22483743,Wohnung,4050,3600,450,207,6,EG,,nachVereinbarung,1,,1,,1,1,500m,1500m,500m,1000m,,500m,NaN,"Rigistrasse 64, 6006 Luzern",01.02.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21825642,Wohnung,1430,1290,140,35,2.5,,,nachVereinbarung,,,,,,,150m,,400m,610m,,250m,NaN,"Bernstrasse 5, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20657528,Wohnung,1840,1660,180,78,1.5,2.Stock,1975,nachVereinbarung,,,1,1,1,,400m,,600m,80m,80m,40m,NaN,"Rössligasse 16, 6004 Luzern",18.02.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22104581,Wohnung,1890,1610,280,,4.5,3.Stock,,sofort,,,,,1,,,,,,,,NaN,"Studhaldenstrasse 37, 6005 Luzern",26.02.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22420912,Wohnung,1540,1450,90,36,1.5,7.Stock,,nachVereinbarung,1,,1,,,,50m,2000m,,,,20m,NaN,"Langensandstrasse, 6005 Luzern",01.03.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22483750,Wohnung,1350,1180,170,57,3,2.Stock,,sofort,1,,,,1,,100m,3000m,,,,100m,NaN,"Imfangring 28, 6005 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, diff --git a/your-project/Data/backup/flats_zuerich.csv b/your-project/Data/backup/flats_zuerich.csv new file mode 100644 index 0000000..3ad0435 --- /dev/null +++ b/your-project/Data/backup/flats_zuerich.csv @@ -0,0 +1,960 @@ +,Objektart,MietpreisproMonat,Zimmer,Verfügbarab,rating,adress,publication_date,city,DateofScrapping,Wohnfläche,Geschoss,Kabel-TV,Rollstuhlgängig,Baujahr,Balkon(e),Einstellplatz,Aussenparkplatz,Cheminée,MietpreisproMonat(exkl.NK),Nebenkosten,Lift,ÖV-Haltestelle,Einkaufsmöglichkeit,Haustiereerlaubt,Autobahn,Kindergarten,Primarschule,Sekundarschule,Raumhöhe,Wohnungen,Bäder,Neubau,Still,Sonnig,Nutzfläche,Toiletten,Kinderfreundlich,Erstbezug,Minergie-zertifiziert,AltesGebäude,Geschirrspülmaschine,Wasseranschluss,Kubatur,Eckhaus,Veranda,Hochparterre,Hebebühne,Anfahrrampe,Holzofen,Grundstückfläche +23026064,Wohnung,3530,4.5,nachVereinbarung,NaN,8047 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025958,Wohnung,1125,1,nachVereinbarung,NaN,8052 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025554,Wohnung,1200,1,01.05.2020,NaN,"Limmattalstrasse 71, 8049 Zürich ZH",26.02.2020,zuerich,26.02.2020,25,EG,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025557,Wohnung,3000,3.5,nachVereinbarung,NaN,8057 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025556,Wohnung,1650,2,nachVereinbarung,NaN,8004 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025959,Wohnung,950,1,sofort,6,8050 Zürich ZH,26.02.2020,zuerich,26.02.2020,30,1.Stock,,,2005,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23026014,Wohnung,3360,3,nachVereinbarung,NaN,8003 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025969,Wohnung,1950,3.5,nachVereinbarung,NaN,8055 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025678,Wohnung,3360,3,01.04.2020,NaN,"Zentralstrasse 125, 8003 Zürich",26.02.2020,zuerich,26.02.2020,76,4.Stock,,,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025970,Wohnung,2580,3.5,nachVereinbarung,NaN,8037 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025154,Wohnung,1690,1.5,,NaN,8038 Zürich,26.02.2020,zuerich,26.02.2020,41,1.Stock,,,,,,,,1490,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024860,Dachwohnung,3480,2.5,01.06.2020,4,"Konkordiastrasse 13, 8032 Zürich",26.02.2020,zuerich,26.02.2020,80,3.Stock,1,,2017,1,,,,3200,280,1,200m,150m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025749,Wohnung,2038,4.5,16.03.2020,5,"Letzigraben 224, 8047 Zürich",26.02.2020,zuerich,26.02.2020,94,2.Stock,,,1969,1,,,,1768,270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024828,Wohnung,1950,1,sofort,NaN,"Brandschenkestrasse, 8001 Zürich ZH",26.02.2020,zuerich,26.02.2020,,6.Stock,,1,,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024830,Wohnung,1490,1.5,01.05.2020,NaN,8038 Zürich ZH,26.02.2020,zuerich,26.02.2020,24,1.Stock,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025383,Wohnung,2150,4.5,01.05.2020,4,"Badenerstrasse 813, 8048 Zürich",26.02.2020,zuerich,26.02.2020,86,1.Stock,,,1984,,,,,1800,350,1,,50m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23025401,Wohnung,950,2.5,nachVereinbarung,NaN,8004 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025400,Wohnung,1797,2.5,01.04.2020,NaN,"Klosbachstrasse 66, 8032 Zürich ZH",26.02.2020,zuerich,26.02.2020,60,4.Stock,1,1,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025382,Wohnung,1800,2,01.05.2020,3,"Im Struppen 3, 8048 Zürich",26.02.2020,zuerich,26.02.2020,50,1.Stock,,,1973,,,,,1610,190,,,200m,,1000m,100m,50m,,,,,,,,,,,,,,,,,,,,,,, +23025409,Wohnung,1950,3,01.06.2020,NaN,"Altstetterstrasse 174, 8048 Zürich ZH",26.02.2020,zuerich,26.02.2020,,1.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024134,Wohnung,2190,3,01.04.2020,NaN,"Regensdorferstr. 61, 8049 Zürich",26.02.2020,zuerich,26.02.2020,60,1.Stock,,,,1,,,,1900,290,,20m,200m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23024113,Wohnung,1780,3,01.04.2020,4,"Blauäcker 6/8/10, 8051 Zürich",26.02.2020,zuerich,26.02.2020,63,2.Stock,,,1958,,,,,1480,300,,80m,90m,,,500m,600m,600m,,,,,,,,,,,,,,,,,,,,,, +23024827,Wohnung,650,1,15.04.2020,NaN,8003 Zürich ZH,26.02.2020,zuerich,26.02.2020,11,1.Stock,,,1970,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024757,Wohnung,2100,1,sofort,NaN,"Asylstrasse 77, 8032 Zürich ZH",26.02.2020,zuerich,26.02.2020,34,5.Stock,1,,1920,1,,1,,,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23024966,Wohnung,1700,3,16.03.2020,5,"Gutstrasse 158 160 162, 8055 Zürich",26.02.2020,zuerich,26.02.2020,63,3.Stock,,,1953,,,,,1440,260,,140m,200m,,,300m,500m,900m,,,,,,,,,,,,,,,,,,,,,, +23025410,Wohnung,1560,2,nachVereinbarung,NaN,8055 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024101,Wohnung,1490,3,16.05.2020,NaN,"Schwellistrasse 61, 8052 Zürich",26.02.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1330,160,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024760,Wohnung,1300,1.5,01.04.2020,NaN,"Feldstrasse 98, 8004 Zürich ZH",26.02.2020,zuerich,26.02.2020,30,3.Stock,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024647,Wohnung,1250,1,nachVereinbarung,NaN,"Kreuzstrasse 17, 8008 Zürich",26.02.2020,zuerich,26.02.2020,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024646,Studio,500,,nachVereinbarung,NaN,8004 Zürich,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023573,Wohnung,2105,3.5,nachVereinbarung,5,"Albisstr. 81, 8038 Zürich",26.02.2020,zuerich,26.02.2020,81,2.Stock,,,1968,,,,,1850,255,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023289,Wohnung,2190,3,,NaN,8049 Zürich,26.02.2020,zuerich,26.02.2020,60,1.Stock,,,,,,,,1900,290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023271,Wohnung,3700,2.5,sofort,4,"Pfingstweidstrasse 98 (RESERVIERT), 8005 Zürich",26.02.2020,zuerich,26.02.2020,105,20.Stock,1,1,2015,,,,,3350,350,1,,,1,,,,,260cm,121,1,1,1,1,,,,,,,,,,,,,,,, +23023261,Loft,3730,2.5,,NaN,"Hardturmstrasse 90 (RESERVIERT), 8005 Zürich",26.02.2020,zuerich,26.02.2020,109,4.Stock,,,,,,,,3380,350,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,, +23024135,Wohnung,2500,2.5,01.03.2020,4,"Tuchmacherstrasse 76, 8041 Zürich",26.02.2020,zuerich,26.02.2020,74,7.Stock,,,2019,1,,,,2300,200,1,80m,200m,,2200m,800m,650m,1500m,,,,,,,,,,,,,,,,,,,,,, +23022951,Wohnung,1565,2,01.05.2020,5,"Bristenstrasse 7, 8048 Zürich",26.02.2020,zuerich,26.02.2020,58,2.Stock,1,,1964,1,1,,,1495,70,,50m,50m,1,2000m,300m,300m,,,,,,,,,,,,,,,,,,,,,,, +23021886,Wohnung,1350,1.5,01.04.2020,NaN,"Birmensdorferstr. 256, 8055 Zürich",26.02.2020,zuerich,26.02.2020,30,2.Stock,1,,,,,1,,1260,90,1,100m,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023043,Wohnung,2750,3.5,01.04.2020,NaN,"Paulstrasse 6, 8008 Zürich",26.02.2020,zuerich,26.02.2020,79,4.Stock,1,,,,,,,2600,150,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023270,Attika,3380,2.5,01.04.2020,4,"Karl-Stauffer-Strasse 8 (RESERVIERT), 8008 Zürich",26.02.2020,zuerich,26.02.2020,83,4.Stock,1,1,2020,1,,,,3100,280,1,,,,,,,,240cm,23,1,1,1,1,131,1,1,1,,,,,,,,,,,, +23021964,Wohnung,1565,2,,NaN,8048 Zürich,26.02.2020,zuerich,26.02.2020,58,2.Stock,,,,,,,,1495,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021871,Wohnung,2599,3.5,01.04.2020,NaN,"Diggelmannstrasse 29, 8047 Zürich",26.02.2020,zuerich,26.02.2020,,4.Stock,,,,1,1,,,2475,124,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021879,Wohnung,3650,4.5,01.07.2020,3,"Neunbrunnenstrasse 53, 8050 Zürich",26.02.2020,zuerich,26.02.2020,123,4.Stock,1,,2013,1,1,,,3350,300,1,50m,500m,1,2500m,200m,500m,,,,,,,,,,1,,,,,,,,,,,,, +23023824,Maisonette,2250,3.5,01.03.2020,5,"Neudorfstrasse 17, 8050 Zürich",26.02.2020,zuerich,26.02.2020,110,EG,,,1987,,,,,1900,350,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021876,Wohnung,1800,2.5,16.04.2020,5,"Binzmühlestrasse 97, 8050 Zürich",26.02.2020,zuerich,26.02.2020,65,4.Stock,,,2001,1,1,,,1630,170,1,450m,50m,,,,,,,,,,,,,,1,,,,,,,,,,,,, +23021875,Wohnung,1371,3.5,01.05.2020,NaN,"Rütihofstrasse 45, 8049 Zürich",26.02.2020,zuerich,26.02.2020,88,EG,1,,1996,1,,,,1255,116,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +23021885,Wohnung,1374,1,01.04.2020,NaN,"Friesenbergstrasse 76, 8055 Zürich",26.02.2020,zuerich,26.02.2020,,2.Stock,1,,,,,,,1270,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021866,Wohnung,4700,5,01.05.2020,3,"Neuhausstrasse7, 8044 Zürich",26.02.2020,zuerich,26.02.2020,143,1.Stock,1,,2003,1,1,,1,4300,400,1,200m,200m,1,,,400m,,,,,,,,,,,,,,,,,,,,,,, +23021867,Wohnung,1680,3,01.04.2020,5,"Wehntalerstrasse 521, 8046 Zürich",26.02.2020,zuerich,26.02.2020,65,1.Stock,1,,1970,1,,,,,,,150m,300m,,2000m,500m,500m,1500m,,,,,,,65,,1,,,,,,,,,,,,, +23021868,Wohnung,1820,3,01.05.2020,3,"Wehntalerstrasse 609, 8046 Zürich",26.02.2020,zuerich,26.02.2020,57,2.Stock,,,1957,1,,,,1682,138,,50m,200m,,400m,,,,,,,,,,,,,,,,,,,,,,,,, +23021873,Wohnung,2200,3,,NaN,"Sustenstrasse 20, 8048 Zürich",26.02.2020,zuerich,26.02.2020,60,1.Stock,,,,1,,,,2030,170,,100m,100m,1,,50m,50m,,,,,,,,,,1,,,,,,,,,,,,, +23021856,Wohnung,1595,2,01.04.2020,NaN,"Widmerstrasse 73, 8038 Zürich",26.02.2020,zuerich,26.02.2020,48,1.Stock,1,,,1,,,,1485,110,,100m,500m,,500m,,,,,,,,,,48,,,,,,,,,,,,,,, +23021854,Wohnung,2310,3,01.04.2020,4,"Nordstrasse 318, 8037 Zürich",26.02.2020,zuerich,26.02.2020,70,1.Stock,1,,1929,,,,,2100,210,,50m,1000m,,1000m,,,,,,,,,,70,,,,,,,,,,,,,,, +23021858,Wohnung,1490,2.5,01.03.2020,4,"Leimbachstrasse 135, 8041 Zürich",26.02.2020,zuerich,26.02.2020,44,EG,,,1962,,,,,1390,100,,150m,500m,,3700m,,,,,,,,,,,,,,,,,,,,,,,,, +23021851,Attika,4250,3.5,01.05.2020,3,"Witikonerstrasse 80, 8032 Zürich",26.02.2020,zuerich,26.02.2020,115,2.Stock,1,,2001,1,1,1,1,3750,500,1,10m,500m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23021850,Wohnung,3700,4.5,01.04.2020,5,"Reinacherstrasse 12, 8032 Zürich",26.02.2020,zuerich,26.02.2020,121,1.Stock,,,1903,1,,,,3400,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021853,Wohnung,1537,2.5,01.06.2020,NaN,"Griesernweg 19, 8037 Zürich",26.02.2020,zuerich,26.02.2020,,2.Stock,1,,,,,,,1463,74,,,,,,50m,50m,,,,,,,,,,,,,,,,,,,,,,, +23021852,Studio,890,1,,NaN,"Rotbuchstrasse, 8037 Zürich",26.02.2020,zuerich,26.02.2020,18,EG,1,,,,,1,,,,,100m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021855,Wohnung,1210,1,01.04.2020,NaN,"Widmerstrasse 73, 8038 Zürich",26.02.2020,zuerich,26.02.2020,30,1.Stock,1,,,1,,,,1120,90,,100m,500m,,500m,,,,,,,,,,30,,,,,,,,,,,,,,, +23021847,Wohnung,3400,5.5,,NaN,"Haldeneggsteig 7, 8006 Zürich",26.02.2020,zuerich,26.02.2020,,1.Stock,,,1886,,,,,3200,200,,175m,575m,,5600m,,,,,,,,,,,,,,,,,,,,,,,,, +23021848,Wohnung,1800,1.5,16.03.2020,NaN,"Feldeggstrasse 46, 8008 Zürich",26.02.2020,zuerich,26.02.2020,36,2.Stock,1,,,,,,,1650,150,,10m,10m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021223,Wohnung,1467,2.5,nachVereinbarung,NaN,8049 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021225,Wohnung,1690,2.5,nachVereinbarung,NaN,8046 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021842,Wohnung,1500,1.5,01.06.2020,3,"Hardstrasse 9, 8004 Zürich",26.02.2020,zuerich,26.02.2020,35,1.Stock,1,,1959,,,,,1360,140,1,50m,50m,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +23021224,Wohnung,1500,2.5,nachVereinbarung,NaN,8047 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021843,Wohnung,1600,1.5,,NaN,"Bienenstrasse 1, 8004 Zürich",26.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,,,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021021,Wohnung,80,1,nachVereinbarung,NaN,8032 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021708,Wohnung,1000,3.5,nachVereinbarung,NaN,8003 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021483,Wohnung,1607,1.5,01.04.2020,NaN,"Rautistrasse 10A, 8047 Zürich ZH",26.02.2020,zuerich,26.02.2020,50,4.Stock,1,,,1,,1,,1447,160,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021834,Wohnung,3800,4.5,01.04.2020,NaN,"Nägelihof 3, 8001 Zürich",26.02.2020,zuerich,26.02.2020,86,2.Stock,1,,,1,,,1,3300,500,,200m,500m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23020752,Wohnung,2185,4,nachVereinbarung,NaN,8032 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019694,Wohnung,1000,1,sofort,NaN,8006 Zürich ZH,25.02.2020,zuerich,26.02.2020,17,2.Stock,,,,1,,,,900,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23020743,Wohnung,1250,1.5,nachVereinbarung,NaN,8057 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23020744,Wohnung,1750,2,sofort,4,"Im Wingert 15, 8049 Zürich ZH",26.02.2020,zuerich,26.02.2020,50,2.Stock,,,1974,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019817,Wohnung,1000,1,01.06.2020,NaN,"Greifenseestrasse 49, 8050 Zürich ZH",26.02.2020,zuerich,26.02.2020,,EG,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019820,Wohnung,900,1,01.04.2020,NaN,8004 Zürich ZH,26.02.2020,zuerich,26.02.2020,12,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019405,Wohnung,1990,3.5,01.04.2020,NaN,"Bändlistrasse 17, 8064 Zürich ZH",25.02.2020,zuerich,26.02.2020,70,2.Stock,1,,,1,,,,1765,225,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019270,Wohnung,2900,4.5,nachVereinbarung,NaN,8032 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019468,Wohnung,1150,3,nachVereinbarung,NaN,8003 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019401,Wohnung,1290,1,nachVereinbarung,NaN,8050 Zürich ZH,25.02.2020,zuerich,26.02.2020,100,1.Stock,1,1,2009,1,1,1,,1100,190,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019818,Wohnung,1050,1,01.04.2020,NaN,8048 Zürich ZH,26.02.2020,zuerich,26.02.2020,87,4.Stock,1,,2018,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018911,Wohnung,1640,2.5,01.04.2020,5,"Neunbrunnenstrasse 138, 8050 Zürich ZH",25.02.2020,zuerich,26.02.2020,60,EG,1,1,2005,1,,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018909,Wohnung,1800,1,01.05.2020,NaN,"Käferholzstrasse, 8057 Zürich ZH",25.02.2020,zuerich,26.02.2020,121,1.Stock,1,,2020,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018906,Wohnung,1030,1,01.06.2020,NaN,"Tuchmacherstrasse 36, 8041 Zürich ZH",25.02.2020,zuerich,26.02.2020,106,7.Stock,,,,1,,,,915,115,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23018907,Wohnung,1120,1,15.03.2020,NaN,"Mutschellenstrasse, 20, 8002 Zürich ZH",25.02.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1000,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019269,Wohnung,2680,3,01.04.2020,NaN,8005 Zürich ZH,25.02.2020,zuerich,26.02.2020,,EG,,,,1,,,,2480,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018910,Wohnung,1780,2.5,16.03.2020,NaN,"Vorhaldenstrasse 31, 8049 Zürich ZH",25.02.2020,zuerich,26.02.2020,70,1.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018908,Wohnung,1100,1,01.04.2020,NaN,"Englischviertelstrasse 56, 8032 Zürich ZH",25.02.2020,zuerich,26.02.2020,11,1.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018800,Wohnung,1100,4.5,nachVereinbarung,NaN,8057 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018859,Wohnung,2132,3,01.05.2020,NaN,"Gasometerstrasse 3, 8005 Zürich",25.02.2020,zuerich,26.02.2020,62,1.Stock,,,,,,,,1847,285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019182,Wohnung,2358,4.5,01.04.2020,3,"Georg Kempf-Strasse 20, 8046 Zürich",25.02.2020,zuerich,26.02.2020,85,2.Stock,,,1969,,,,,2188,170,,300m,300m,,2000m,200m,600m,600m,,,,,,,,,,,,,,,,,,,,,, +23018616,Wohnung,3200,4.5,01.04.2020,NaN,"Asylstrasse 133, 8032 Zürich",25.02.2020,zuerich,26.02.2020,105,2.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23016533,Wohnung,2306,3.5,01.05.2020,NaN,"Michael-Maggi-Strasse 20, 8046 Zürich",25.02.2020,zuerich,26.02.2020,,2.Stock,1,,,,,1,,2056,250,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23019079,Wohnung,3145,2.5,01.05.2020,3,"Seestrasse 27, 8002 Zürich",25.02.2020,zuerich,26.02.2020,66,4.Stock,1,1,2015,1,1,,,2950,195,1,100m,100m,,500m,,,,,,,,,,,,,,,,,,,,,,,,, +23023808,Wohnung,1550,2,01.03.2020,4,"Altwiesenstr. 83, 8051 Zürich",25.02.2020,zuerich,26.02.2020,54,1.Stock,1,,1954,1,1,1,,1350,200,,50m,300m,1,,50m,50m,100m,,,,,,,,,,,,1,,,,,,,,,, +23023786,Dachwohnung,3500,4.5,,NaN,"Brunaustr. 17, 8002 Zürich",25.02.2020,zuerich,26.02.2020,,2.Stock,1,,1996,,1,,,3000,500,1,100m,1000m,,1000m,1000m,700m,1200m,,,,,,,,,,,,,,,,,,,,,, +23023826,Wohnung,1990,2.5,,4,"Tramstr. 1, 8050 Zürich",25.02.2020,zuerich,26.02.2020,66,2.Stock,1,,1943,,,1,,1815,175,1,10m,150m,1,,1200m,550m,550m,,,,,,,,,,,,1,,,,,,,,,, +23019166,Maisonette,1875,2.5,16.04.2020,5,"Schaffhauserstrasse 230 A, 8057 Zürich",25.02.2020,zuerich,26.02.2020,64,2.Stock,,,1990,,,,,1650,225,,200m,700m,,,200m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +23018473,Wohnung,900,4,nachVereinbarung,NaN,8002 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023784,Wohnung,3825,4.5,01.06.2020,5,"Turbinenstrasse 33, 8005 Zürich",25.02.2020,zuerich,26.02.2020,125,7.Stock,1,,2012,,1,,,3525,300,1,300m,300m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019080,Wohnung,5240,2.5,nachVereinbarung,NaN,"Seestrasse 27, 8002 Zürich",25.02.2020,zuerich,26.02.2020,82,8.Stock,1,,2015,1,1,,,5000,240,1,100m,100m,,500m,,,,,,,,,,,,,,,,,,,,,,,,, +23015782,Wohnung,1654,1.5,01.05.2020,NaN,"Biberlinstrasse, 48, 8032 Zürich ZH",25.02.2020,zuerich,26.02.2020,59,EG,,,,1,,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23016250,Wohnung,1980,3,,NaN,"Meientalstrasse 77, 8048 Zürich",25.02.2020,zuerich,26.02.2020,52,1.Stock,,,,,,,,1800,180,,,,,,,,,,,1,,,,,1,,,,,,,,,,,,,, +23015817,Wohnung,1650,3,sofort,5,"Limmattalstrasse 332, 8049 Zürich ZH",25.02.2020,zuerich,26.02.2020,75,2.Stock,1,,1955,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23016473,Wohnung,900,1.5,,NaN,8008 Zürich,25.02.2020,zuerich,26.02.2020,32,1.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015814,Wohnung,780,1,sofort,NaN,"Bristenstr, 8048 Zürich ZH",25.02.2020,zuerich,26.02.2020,,3.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015786,Wohnung,1250,2,nachVereinbarung,NaN,8004 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015815,Wohnung,190,,nachVereinbarung,NaN,8005 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23016185,Wohnung,aufAnfrage,2.5,sofort,NaN,"eee, 8000 Zürich",25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015874,Wohnung,1250,1,sofort,NaN,"Paulstrasse 4, 8008 Zürich ZH",25.02.2020,zuerich,26.02.2020,13,4.Stock,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015785,Wohnung,1200,2,nachVereinbarung,NaN,8048 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014731,Wohnung,1625,3,01.04.2020,NaN,"Grosswiesenstrasse 75, 8051 Zürich",25.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,1480,145,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015876,Wohnung,1900,3.5,nachVereinbarung,NaN,8008 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018926,Wohnung,2180,2.5,01.04.2020,NaN,"Winterthurerstrasse 580, 8051 Zürich",25.02.2020,zuerich,26.02.2020,,3.Stock,,,2015,1,,,,1990,190,,100m,200m,,2000m,200m,400m,400m,,,,1,,,,,,,,,,,,,,,,,, +23014743,Wohnung,990,2,13.05.2020,NaN,"Grebelackerstrasse 14, 8057 Zürich",25.02.2020,zuerich,26.02.2020,52,2.Stock,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23014727,Wohnung,1940,,01.03.2020,4,"Schwamendingenstrasse 96, 8050 Zürich",25.02.2020,zuerich,26.02.2020,64,3.Stock,1,,1931,1,,1,,1760,180,,100m,800m,1,1000m,,,,,,,,,,64,,,,,,,,,,,,,,, +23014724,Wohnung,1350,1,16.03.2020,4,"Hardeggstrasse 27, 8049 Zürich",25.02.2020,zuerich,26.02.2020,33,EG,1,,1968,1,,,,1280,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014739,Wohnung,1958,3,sofort,4,"Trichtenhausenstrasse 17, 8053 Zürich",25.02.2020,zuerich,26.02.2020,60,2.Stock,1,,1959,1,1,,,1775,183,,100m,300m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014723,Wohnung,1935,2.5,sofort,NaN,"Saumackerstrasse 62, 8048 Zürich",25.02.2020,zuerich,26.02.2020,,4.Stock,1,,,1,1,,1,1795,140,1,250m,120m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014738,Wohnung,1430,2,01.04.2020,NaN,"nahe Haltestelle Seebach, 8052 Zürich",25.02.2020,zuerich,26.02.2020,50,2.Stock,1,,,1,,1,,,,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018927,Wohnung,1690,2,,NaN,"Winterthurerstrasse 580, 8051 Zürich",25.02.2020,zuerich,26.02.2020,,,,,2015,1,,,,1590,100,,20m,100m,,2000m,100m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +23014719,Wohnung,1897,3.5,01.04.2020,6,"Fellenbergstrasse 278, 8047 Zürich",25.02.2020,zuerich,26.02.2020,81,2.Stock,1,,2014,1,1,,,1754,143,1,100m,250m,,,250m,250m,,,,,,,,,,1,,,,,,,,,,,,, +23014717,Wohnung,1220,1,01.04.2020,NaN,"Bächlerstrasse 11, 8046 Zürich",25.02.2020,zuerich,26.02.2020,31,1.Stock,,,,1,,,,1100,120,,100m,100m,,500m,,,,,,,,,,,,1,,,,,,,,,,,,, +23014705,Wohnung,890,1,sofort,NaN,"Weinbergstrasse 91, 8006 Zürich",25.02.2020,zuerich,26.02.2020,18,1.Stock,,,1894,,,,,815,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018943,Wohnung,1760,2.5,,NaN,"Zwyssigstrasse 12, 8048 Zürich",25.02.2020,zuerich,26.02.2020,60,,,,,1,1,,,1560,200,,20m,500m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014709,Wohnung,994,1,01.04.2020,NaN,"Englischviertelstrasse 52, 8032 Zürich",25.02.2020,zuerich,26.02.2020,21,1.Stock,1,,,1,,,,880,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014707,Wohnung,3800,4.5,,3,"Lindenbachstrasse 47, 8006 Zürich",25.02.2020,zuerich,26.02.2020,104,2.Stock,1,,1911,1,,1,,3550,250,1,,,,,,,,,,,,,,104,,,,,,,,,,,,,,, +23014708,Wohnung,6500,4,,NaN,8008 Zürich,25.02.2020,zuerich,26.02.2020,110,2.Stock,1,,2000,1,,,,,,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +23014706,Wohnung,2580,2.5,15.03.2020,NaN,"Ottikerstrasse 38, 8006 Zürich",25.02.2020,zuerich,26.02.2020,73,1.Stock,1,,,,1,,1,2400,180,1,100m,100m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +23014720,Wohnung,1455,2,,NaN,"Langgrütweg 95, 8047 Zürich",25.02.2020,zuerich,26.02.2020,55,EG,1,,,1,,,,1230,225,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23017410,Wohnung,2080,2.5,01.05.2020,NaN,"Albisriederstrasse 351, 8047 Zürich",25.02.2020,zuerich,26.02.2020,56,EG,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013598,Wohnung,2735,2.5,nachVereinbarung,NaN,8032 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012855,Maisonette,2450,3,nachVereinbarung,NaN,8004 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012822,Wohnung,1994,3.5,01.04.2020,NaN,"Carl-Spitteler-Strasse 50, 8053 Zürich",24.02.2020,zuerich,26.02.2020,103,2.Stock,1,,,1,,,,1790,204,,500m,500m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014700,Wohnung,1555,2,01.03.2020,NaN,"Steinstrasse 56, 8003 Zürich",25.02.2020,zuerich,26.02.2020,52,EG,,,,,,,,1415,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013718,Wohnung,1085,1,01.05.2020,NaN,8004 Zürich ZH,24.02.2020,zuerich,26.02.2020,14,2.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014699,Maisonette,1980,3,01.04.2020,NaN,"Rütistrasse 66, 8044 Gockhausen",25.02.2020,zuerich,26.02.2020,90,,1,,,1,1,,,1800,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23022505,Wohnung,2035,3.5,nachVereinbarung,NaN,8055 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013058,Wohnung,2370,2.5,nachVereinbarung,NaN,8046 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013055,Studio,1,1,nachVereinbarung,NaN,8004 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014702,Studio,1200,,sofort,NaN,"Badenerstrasse 300, 8004 Zürich",25.02.2020,zuerich,26.02.2020,,,1,,1976,1,,,,,,1,,,,,,,,,,,,,,21,,,,,,,,,,,,,,, +23012814,Wohnung,2500,3.5,,4,"Limmattalstrasse 177, 8049 Zürich",24.02.2020,zuerich,26.02.2020,90,2.Stock,,,1960,1,,,,2360,140,1,,,,,100m,100m,1000m,,,,,,,,,,,,,,,,,,,,,, +23012820,Wohnung,1900,2.5,,4,"Seebacherstrasse 44, 8052 Zürich",24.02.2020,zuerich,26.02.2020,62,EG,1,,2010,1,,,,1700,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012821,Wohnung,2600,4.5,sofort,2,"Käshaldenstrasse 3, 8052 Zürich",24.02.2020,zuerich,26.02.2020,90,1.Stock,1,,1974,1,1,,,2300,300,1,100m,1000m,,1000m,500m,500m,,,,,,,,,,1,,,,,,,,,,,,, +23012815,Wohnung,2560,3.5,01.05.2020,2,"Im oberen Boden 142, 8049 Zürich",24.02.2020,zuerich,26.02.2020,86,,1,,1979,1,1,,1,2380,180,,350m,400m,,6m,,,,,,,,,,115,,,,,,,,,,,,,,, +23012811,Studio,1250,1.5,,NaN,"Albulastrasse 56, 8048 Zürich",24.02.2020,zuerich,26.02.2020,42,7.Stock,1,,,,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012818,Wohnung,2170,3.5,,NaN,"Luegislandstrasse 84, 8051 Zürich",24.02.2020,zuerich,26.02.2020,95,3.Stock,1,,,1,,,1,1900,270,,250m,250m,,500m,,,,,,,,,,,,,,,,,,,,,,,,, +23012816,Wohnung,2700,4.5,,4,"Limmattalstrasse 177, 8049 Zürich",24.02.2020,zuerich,26.02.2020,115,3.Stock,,,1960,1,,,,2520,180,1,,,,,100m,100m,1000m,,,,,,,,,,,,,,,,,,,,,, +23012813,Wohnung,1200,1.5,01.04.2020,NaN,"Imbisbühlstrasse 149, 8049 Zürich",24.02.2020,zuerich,26.02.2020,50,EG,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012812,Wohnung,2370,,01.04.2020,NaN,"Flurstrasse 17, 8048 Zürich",24.02.2020,zuerich,26.02.2020,98,,,,,1,,,,2100,270,1,15m,15m,,,,,,,,,,,,98,,,,,,,,,,,,,,, +23012817,Wohnung,1507,2.5,01.04.2020,NaN,"Schaffhauserstrasse 405, 8050 Zürich",24.02.2020,zuerich,26.02.2020,,2.Stock,1,,,1,,,,1447,60,1,20m,30m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012806,Wohnung,4190,5.5,01.08.2020,5,"Rötelstrasse 109, 8037 Zürich",24.02.2020,zuerich,26.02.2020,129,EG,1,,2016,1,1,1,,3800,390,1,50m,300m,,,300m,,,,,,,,,129,,1,,,,,,,,,,,,, +23012809,Wohnung,2600,3.5,,NaN,"Bergstr. 36, 8044 Zürich",24.02.2020,zuerich,26.02.2020,80,EG,,,,,,,,2400,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025398,Wohnung,1200,1,01.05.2020,4,"Germaniastrasse, 8006 Zürich ZH",24.02.2020,zuerich,26.02.2020,25,3.Stock,1,,1906,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012810,Einzelzimmer,1550,1,sofort,NaN,"Hagenbuchrain 32, 8047 Zürich",24.02.2020,zuerich,26.02.2020,16,3.Stock,1,,2007,1,1,1,,,,1,300m,400m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012803,Wohnung,3900,3,,NaN,"Höschgasse 38, 8008 Zürich",24.02.2020,zuerich,26.02.2020,88,5.Stock,1,,,1,,,,3680,220,1,50m,50m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23012801,Dachwohnung,3100,2.5,sofort,3,"Bolleystrasse 38, 8006 Zürich",24.02.2020,zuerich,26.02.2020,75,5.Stock,1,,1907,1,,,1,2800,300,1,100m,200m,,2000m,200m,200m,500m,,,,,,,,,,,,,,,,,,,,,, +23012804,Wohnung,4200,3.5,sofort,5,"Dufourstrasse 59, 8008 Zürich",24.02.2020,zuerich,26.02.2020,101,2.Stock,,,2017,1,1,1,,3900,300,1,100m,200m,,,,,,,,,,,,,,1,,,,,,,,,,,,, +23012800,Dachwohnung,2850,2.5,01.03.2020,3,"Culmannstrasse 63, 8006 Zürich",24.02.2020,zuerich,26.02.2020,70,3.Stock,1,,1930,,,,,2650,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012802,Wohnung,2200,2.5,01.04.2020,6,"August-Forel-Strasse 21, 8008 Zürich",24.02.2020,zuerich,26.02.2020,57,2.Stock,,,2020,1,1,1,,2000,200,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012805,Wohnung,3000,3.5,01.05.2020,4,"Streulistrasse 77, 8032 Zürich",24.02.2020,zuerich,26.02.2020,88,EG,,,1920,1,,,,2750,250,,150m,150m,,1000m,50m,50m,50m,,,,,,,88,,1,,,,,,,,,,,,, +23012795,Wohnung,920,1,01.04.2020,NaN,"Erlachstrasse 35, 8003 Zürich",24.02.2020,zuerich,26.02.2020,,EG,,,,,,,,880,40,,200m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018924,Wohnung,1130,1,16.04.2020,6,"Verena Conzett-Strasse 33, 8004 Zürich",24.02.2020,zuerich,26.02.2020,37,4.Stock,,,1938,,,,,950,180,,200m,250m,,,400m,350m,500m,,,,,,,,,,,,,,,,,,,,,, +23012797,Maisonette,3496,3.5,15.04.2020,NaN,"Zentralstrasse 133, 8003 Zürich",24.02.2020,zuerich,26.02.2020,93,5.Stock,1,,,1,,1,,3276,220,,100m,100m,,,200m,300m,,,,,,,,123,,,,,,,,,,,,,,, +23012796,Wohnung,2580,3,,NaN,"Schimmelstr.16, 8003 Zürich",24.02.2020,zuerich,26.02.2020,78,1.Stock,1,,,1,,,,2200,380,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012794,Attika,3920,5.5,01.04.2020,NaN,8002 Zürich,24.02.2020,zuerich,26.02.2020,120,5.Stock,1,,,1,,1,1,3600,320,,200m,500m,,1500m,400m,400m,200m,,,,,,,,,,,,,,,,,,,,,, +23012684,Wohnung,1490,1,01.06.2020,NaN,8050 Zürich ZH,24.02.2020,zuerich,26.02.2020,90,3.Stock,1,1,2017,1,1,1,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23012681,Wohnung,1650,1,nachVereinbarung,NaN,8057 Zürich ZH,24.02.2020,zuerich,26.02.2020,20,,1,,1982,1,,,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23018863,Wohnung,4090,4.5,01.04.2020,4,"Bellariastrasse 85, 8038 Zürich",24.02.2020,zuerich,26.02.2020,112,1.Stock,,,2014,,,,,3750,340,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012682,Wohnung,1400,1,nachVereinbarung,4,8041 Zürich ZH,24.02.2020,zuerich,26.02.2020,23,EG,,,2019,1,,,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23012679,Wohnung,1500,1,nachVereinbarung,NaN,8003 Zürich ZH,24.02.2020,zuerich,26.02.2020,20,1.Stock,,,1989,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009786,Wohnung,1200,1,sofort,NaN,8053 Zürich ZH,24.02.2020,zuerich,26.02.2020,23,4.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23010495,Terrassenwohnung,3630,3.5,nachVereinbarung,NaN,"Friesenbergstrasse 82, 8055 Zürich",24.02.2020,zuerich,26.02.2020,105,EG,,,,1,,1,,3290,340,,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,, +23010080,Attika,3850,3.5,01.04.2020,4,8004 Zürich,24.02.2020,zuerich,26.02.2020,120,5.Stock,1,,1890,1,,1,,3500,350,,30m,100m,,,100m,100m,100m,,,,,,,,,,,,,,,,,,,,,, +23009758,Wohnung,1150,1,nachVereinbarung,NaN,8006 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018942,Wohnung,1990,4,01.04.2020,6,"Buchzelgstr. 41, 8053 Zürich",24.02.2020,zuerich,26.02.2020,93,1.Stock,,,1966,1,,,,1810,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009760,Wohnung,956,1,01.04.2020,NaN,8052 Zürich ZH,24.02.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23011658,Wohnung,2040,3,10.04.2020,NaN,"Forchstrasse 354, 8008 Zürich",24.02.2020,zuerich,26.02.2020,78,EG,,,1541,,,1,,1800,240,,150m,450m,,,,,,,,,,,,,,,,,1,,,,,,,,,, +23012142,Wohnung,1900,1.5,nachVereinbarung,NaN,8006 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009740,Wohnung,2165,3.5,03.04.2020,NaN,8008 Zürich ZH,24.02.2020,zuerich,26.02.2020,80,2.Stock,,,,1,,,,1915,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018862,Wohnung,4110,4.5,01.04.2020,3,"Bellariastrasse 83, 8038 Zürich",24.02.2020,zuerich,26.02.2020,100,1.Stock,,,2014,,,,,3800,310,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009506,Wohnung,950,1,nachVereinbarung,NaN,8050 Zürich ZH,24.02.2020,zuerich,26.02.2020,,2.Stock,1,,2010,1,,,,900,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009388,Wohnung,1975,2.5,sofort,4,"Im Tobelacker 27, 8044 Gockhausen ZH",24.02.2020,zuerich,26.02.2020,52,1.Stock,1,1,2019,1,1,1,,,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23009389,Wohnung,1950,3,nachVereinbarung,NaN,8047 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009342,Wohnung,960,1,01.03.2020,NaN,"Hallwylstrasse, 8004 Zürich ZH",24.02.2020,zuerich,26.02.2020,18,2.Stock,,,1901,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009493,Dachwohnung,2000,3.5,nachVereinbarung,NaN,8049 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009341,Wohnung,1175,1,01.04.2020,NaN,"Grünhaldenstrasse 31, 8052 Zürich ZH",24.02.2020,zuerich,26.02.2020,28,EG,,,,,,,,1080,95,,300m,300m,,1000m,,,,,,,,,,,,,,,,1,,,,,,,,, +23009333,Wohnung,2660,2.5,sofort,5,"Limmatstrasse 73, 8005 Zürich ZH",24.02.2020,zuerich,26.02.2020,69,1.Stock,,1,2019,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009601,Wohnung,1549,2.5,nachVereinbarung,NaN,8048 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009504,Wohnung,1300,1,01.04.2020,NaN,8004 Zürich ZH,24.02.2020,zuerich,26.02.2020,,2.Stock,,,2017,1,,,,1200,100,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009335,Wohnung,1900,2.5,nachVereinbarung,NaN,8032 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001502,Wohnung,2990,6.5,sofort,NaN,"Furrtalstrasse 21, 8046 Zürich",22.02.2020,zuerich,26.02.2020,,EG,1,,2014,1,1,,,2800,190,1,,,,,,,,,,,,,,198,,1,,,,,,,,,,,,, +23009260,Wohnung,50,1,nachVereinbarung,NaN,8057 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23004871,Dachwohnung,2700,2.5,01.05.2020,NaN,"Scheuchzerstrasse 69, 8006 Zürich",,zuerich,26.02.2020,60,5.Stock,1,,,1,,,,2500,200,1,100m,40m,,,500m,500m,,,,,,,,80,,,,,1,,,,,,,,,, +23001504,Wohnung,1440,2,01.04.2020,NaN,"nahe Rautistrasse, 8048 Zürich",22.02.2020,zuerich,26.02.2020,50,EG,,,,1,,,,,,,250m,950m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009105,Wohnung,2100,1,nachVereinbarung,NaN,"Sternenstrasse 19, 8002 Zürich ZH",24.02.2020,zuerich,26.02.2020,120,4.Stock,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23004650,Wohnung,2130,3.5,01.04.2020,NaN,"Binzmühlestrasse 99, 8050 Zürich",,zuerich,26.02.2020,85,5.Stock,1,1,,1,,1,,1910,220,1,100m,300m,,1000m,550m,840m,10m,,,,,,,,,1,,,,,,,,,,,,, +23001508,Wohnung,1950,4,16.04.2020,5,"Hofwiesenstrasse 264, 8050 Zürich",22.02.2020,zuerich,26.02.2020,76,EG,1,,1960,1,1,1,,1660,290,1,100m,500m,,,200m,200m,200m,,,,,,,,,,,,,,,,,,,,,, +23003705,Wohnung,2400,2.5,01.04.2020,NaN,"Letzigraben 101, 8003 Zürich",,zuerich,26.02.2020,71,3.Stock,,,,,,,,2200,200,,,,,,,,,,,,,,,,1,,,,,,1,,,,,,,, +23004420,Einzelzimmer,1250,1.5,01.04.2020,NaN,"Freiestrasse 198, 8032 Zürich",22.02.2020,zuerich,26.02.2020,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009107,Wohnung,1425,1.5,01.04.2020,NaN,"Sonneggsteig 3, 8006 Zürich ZH",24.02.2020,zuerich,26.02.2020,42,EG,,,,1,,,,1300,125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012677,Wohnung,950,1,sofort,5,"Klingenstrasse 24, 8005 Zürich ZH",21.02.2020,zuerich,26.02.2020,20,2.Stock,,,1901,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23000712,Wohnung,1740,2,nachVereinbarung,NaN,8049 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001408,Wohnung,2055,3,nachVereinbarung,5,"Birmensdorferstrasse 208, 8003 Zürich",,zuerich,26.02.2020,75,2.Stock,,,1912,,,,,1800,255,,150m,75m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +23000977,Wohnung,1750,3.5,nachVereinbarung,NaN,8004 Zürich ZH,22.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001497,Wohnung,5980,4.5,sofort,2,"Landoltstrasse 1, 8006 Zürich",22.02.2020,zuerich,26.02.2020,140,2.Stock,1,,1906,1,,,1,,,1,,,,,,,,,,,,,,161,,,,,,,,,,,,,,, +23000709,Studio,1500,1,nachVereinbarung,NaN,8048 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23000711,Dachwohnung,1590,2,nachVereinbarung,NaN,8050 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23000257,Wohnung,1300,2,sofort,NaN,"Heidwiesen 17, 8051 Zürich ZH",21.02.2020,zuerich,26.02.2020,,3.Stock,,,,,,,,1100,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001494,Wohnung,3470,4,16.04.2020,NaN,"Hohlstrasse 43, 8004 Zürich",22.02.2020,zuerich,26.02.2020,120,3.Stock,1,,,1,,,,,,,60m,40m,,,60m,100m,,,,,,,,120,,,,,,,,,,,,,,, +23000707,Wohnung,1290,1,nachVereinbarung,NaN,"Ottenweg 8, 8008 Zürich ZH",21.02.2020,zuerich,26.02.2020,13,2.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23003562,Wohnung,2740,3.5,01.04.2020,3,"Grosswiesenstrasse 165, 8051 Zürich",21.02.2020,zuerich,26.02.2020,88,10.Stock,,1,2014,1,1,,,2490,250,1,,,,,,,,,,,1,,,,,,,,,,,,,,,,,, +22997971,Wohnung,1154,3,01.04.2020,NaN,"Winzerhalde 46, 8049 Zürich",21.02.2020,zuerich,26.02.2020,76,3.Stock,,,,,,,,945,209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001434,Attika,2720,2.5,nachVereinbarung,NaN,"Kochstrasse 19, 8004 Zürich",21.02.2020,zuerich,26.02.2020,67,,,,,,,,,2550,170,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001350,Wohnung,1677,4,01.04.2020,5,"Bächlerstrasse 17, 8046 Zürich",21.02.2020,zuerich,26.02.2020,73,3.Stock,,,1957,,,,,1410,267,,,,1,,,,,,,,,,,,,,,,,,,178m³,,,,,,, +23001510,Wohnung,2215,3.5,01.05.2020,5,"Heerenschürlistrasse 4, 8051 Zürich",21.02.2020,zuerich,26.02.2020,83,2.Stock,,,2014,,,,,1974,241,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001441,Attika,3700,3.5,nachVereinbarung,NaN,"Kochstrasse 19, 8004 Zürich",21.02.2020,zuerich,26.02.2020,96,,,,,,,,,3450,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22999665,Wohnung,3550,3.5,16.04.2020,4,"Bellariastrasse 81, 8038 Zürich",21.02.2020,zuerich,26.02.2020,94,1.Stock,,,2014,,,,,3260,290,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22997965,Maisonette,2950,3,01.04.2020,4,"Hadlaubstrasse 109, 8006 Zürich",21.02.2020,zuerich,26.02.2020,78,,,,1916,1,,,,2750,200,,,,,,,,,,,,,,,78,,,,,,,,,,,,,,, +23000254,Wohnung,1184,1.5,nachVereinbarung,NaN,8032 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22998106,Wohnung,1835,3.5,01.05.2020,5,"Geeringstrasse 60, 8049 Zürich",21.02.2020,zuerich,26.02.2020,87,1.Stock,,,1982,1,,,1,1572,263,,500m,300m,,,300m,300m,300m,,,,,,,,,,,,,,,205m³,,,,,,, +22999369,Wohnung,3160,3.5,nachVereinbarung,5,8044 Gockhausen,21.02.2020,zuerich,26.02.2020,109,,,1,2020,1,,,,2840,320,1,250m,4000m,,,350m,350m,4000m,,,,,,,,,,,,,,,,,,,,,, +22999365,Wohnung,3360,4.5,nachVereinbarung,5,8044 Gockhausen,21.02.2020,zuerich,26.02.2020,122,,,1,2020,1,,,,3000,360,1,250m,4000m,,,350m,350m,4000m,,,,,,,,,,,,,,,,,,,,,, +22999366,Wohnung,3430,3.5,nachVereinbarung,4,8044 Gockhausen,21.02.2020,zuerich,26.02.2020,99,,,1,2020,1,,,,3140,290,1,250m,4000m,,,350m,350m,4000m,,,,,,,,,,,,,,,,,,,,,, +22999737,Wohnung,1670,1.5,01.04.2020,NaN,"Vulkanstrasse 110c, 8048 Zürich",21.02.2020,zuerich,26.02.2020,43,9.Stock,,,,,,,,1570,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23003418,Wohnung,2890,4,01.04.2020,NaN,"Albisriederstrasse 22, 8003 Zürich",21.02.2020,zuerich,26.02.2020,90,4.Stock,,,,,,,,2610,280,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22996399,Wohnung,2540,3.5,01.06.2020,4,"Eulenweg 27, 8048 Zürich",,zuerich,26.02.2020,96,3.Stock,,,1968,1,,,,2330,210,1,350m,1100m,,3800m,350m,350m,350m,,,,,,,,,,,,,,,,,,,,,, +22997964,Loft,4688,2,16.04.2020,4,"Erismannstrasse 2, 8004 Zürich",21.02.2020,zuerich,26.02.2020,165,5.Stock,1,,2008,1,,,,4188,500,1,20m,100m,,2500m,200m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22999367,Wohnung,3300,3.5,nachVereinbarung,4,8044 Gockhausen,21.02.2020,zuerich,26.02.2020,99,,,1,2020,1,,,,3010,290,1,250m,4000m,,,350m,350m,4000m,,,,,,,,,,,,,,,,,,,,,, +22999364,Wohnung,3050,3.5,nachVereinbarung,5,8044 Gockhausen,21.02.2020,zuerich,26.02.2020,106,,,1,2020,1,,,,2740,310,1,250m,4000m,,,350m,350m,4000m,,,,,,,,,,,,,,,,,,,,,, +22997962,Wohnung,2250,3.5,01.04.2020,NaN,"Waffenplatzstrasse 70, 8002 Zürich",21.02.2020,zuerich,26.02.2020,,EG,1,,1898,1,,,,2080,170,,50m,100m,,1000m,100m,500m,1000m,,,,,,,,,,,,,,,,,,,,,, +22994879,Wohnung,2400,2,01.04.2020,NaN,"Dufourstrasse 110, 8008 Zürich",21.02.2020,zuerich,26.02.2020,67,1.Stock,,,,,,,,2150,250,,,,,,,,,,,1,,,,,1,,,,,,,,,,,,,, +22995470,Wohnung,997,1,01.04.2020,NaN,"Im Struppen 8, 8048 Zürich ZH",21.02.2020,zuerich,26.02.2020,15,EG,,,,1,1,,,957,40,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +22993538,Wohnung,1150,1,16.04.2020,NaN,"Neuhausstrasse 12, 8044 Zürich",21.02.2020,zuerich,26.02.2020,,1.Stock,,,,,1,,,1050,100,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22995469,Wohnung,2450,2.5,nachVereinbarung,NaN,8049 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993547,Wohnung,2880,5.5,,NaN,"Wiesliacher 61, 8053 Zürich",21.02.2020,zuerich,26.02.2020,120,1.Stock,1,,,1,1,,1,2700,180,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23007809,Wohnung,2440,2.5,16.05.2020,5,"Steinbrüchelstr. 2, 8053 Zürich",21.02.2020,zuerich,26.02.2020,67,2.Stock,,,2013,,,,,2190,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22994322,Maisonette,aufAnfrage,5.5,sofort,NaN,8008 Zürich,21.02.2020,zuerich,26.02.2020,236,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993544,Wohnung,1671,2,01.05.2020,NaN,"Friedrichstrasse 16, 8051 Zürich",21.02.2020,zuerich,26.02.2020,,2.Stock,1,,,1,,1,,1550,121,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993539,Wohnung,1516,2.5,sofort,NaN,"Wehntalerstr. 586 b, 8046 Zürich",21.02.2020,zuerich,26.02.2020,75,4.Stock,,,,,,,,1391,125,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22996156,Wohnung,5374,7.5,01.11.2020,5,"Binzallee 39, 8055 Zürich",,zuerich,26.02.2020,217,1.Stock,,1,2005,1,,,,4759,615,1,300m,400m,,,100m,100m,100m,,,,,,,,,,,,,,,,,,,,,, +22993484,Wohnung,1700,2.5,nachVereinbarung,NaN,8006 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993255,Wohnung,1600,3.5,nachVereinbarung,NaN,8005 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013056,Wohnung,10,1,nachVereinbarung,NaN,8008 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993533,Maisonette,aufAnfrage,5.5,sofort,NaN,8008 Zürich,21.02.2020,zuerich,26.02.2020,236,,,,,,,,1,,,1,,30m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993251,Wohnung,180,,nachVereinbarung,NaN,8049 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993536,Wohnung,2980,4,01.04.2020,4,"Moränenstrasse 6, 8038 Zürich",21.02.2020,zuerich,26.02.2020,100,,1,,1998,1,,,,2750,230,,150m,150m,,2000m,300m,250m,350m,,,,,,,,,1,,,,,,,,,,,,, +22993150,Wohnung,1960,2.5,nachVereinbarung,NaN,8008 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993496,Wohnung,1680,2.5,nachVereinbarung,NaN,8055 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993532,Wohnung,2950,3,,NaN,8005 Zürich,21.02.2020,zuerich,26.02.2020,,,1,,,1,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993155,Wohnung,3800,3.5,nachVereinbarung,NaN,8001 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22996066,Wohnung,1790,3,01.05.2020,5,"Anton-Higi-Strasse 7, 8046 Zürich",20.02.2020,zuerich,26.02.2020,61,1.Stock,,,1954,1,,,,1470,320,,200m,500m,,,400m,400m,600m,,,,,,,,,,,,,,,,,,,,,, +22992835,Wohnung,1000,1,01.03.2020,NaN,"Regensbergstrasse 306, 8050 Zürich ZH",20.02.2020,zuerich,26.02.2020,15,2.Stock,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992957,Wohnung,2800,3.5,nachVereinbarung,NaN,8037 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993145,Wohnung,150,,nachVereinbarung,NaN,8005 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992839,Wohnung,1590,2.5,nachVereinbarung,NaN,"Wehntalerstrasse 586B, 8046 Zürich ZH",20.02.2020,zuerich,26.02.2020,70,3.Stock,1,1,,1,1,,,1495,95,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992834,Wohnung,1000,1,sofort,NaN,"Bienestrasse 3, 8004 Zürich ZH",20.02.2020,zuerich,26.02.2020,10,4.Stock,1,,2014,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015790,Wohnung,1400,4,nachVereinbarung,NaN,8001 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992566,Wohnung,1400,3.5,nachVereinbarung,NaN,8006 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992522,Wohnung,1835,2.5,01.05.2020,3,"Blütenstrasse 14, 8057 Zürich",,zuerich,26.02.2020,48,1.Stock,1,,1962,,,,,1715,120,1,150m,1000m,1,,80m,200m,200m,,,,1,,,,,1,,,,,,,,,,,,, +22992669,Wohnung,3280,4.5,01.06.2020,5,"Maneggstrasse 83, 8041 Zürich",20.02.2020,zuerich,26.02.2020,115,6.Stock,,,2017,,,,,2990,290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22991373,Wohnung,1075,1,01.05.2020,NaN,"Am Glattbogen 175, 8050 Zürich",20.02.2020,zuerich,26.02.2020,25,2.Stock,1,,,1,,,,950,125,,65m,100m,,2500m,,,,,,,,,,,,,,,,,,,,,,,,, +22992592,Wohnung,2280,3,nachVereinbarung,3,"Schaffhauserstrasse 456, 8052 Zürich",20.02.2020,zuerich,26.02.2020,74,1.Stock,,,1923,,,,,2100,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992328,Wohnung,2500,5.5,nachVereinbarung,NaN,8002 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22991365,Wohnung,1690,1.5,01.03.2020,NaN,"Wiesenstrasse 5, 8008 Zürich",20.02.2020,zuerich,26.02.2020,38,,,,,,,,,1500,190,1,50m,50m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22990633,Einzelzimmer,817,1,nachVereinbarung,NaN,"Mühlebachstrasse, 8008 Zürich",20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22991595,Wohnung,1605,4,,NaN,8051 Zürich,20.02.2020,zuerich,26.02.2020,60,2.Stock,,,,,,,,1320,285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22991597,Wohnung,1835,2.5,,NaN,8057 Zürich,20.02.2020,zuerich,26.02.2020,48,1.Stock,,,,,,,,1715,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992521,Wohnung,1605,4,sofort,4,"Grosswiesenstrasse 16, 8051 Zürich",20.02.2020,zuerich,26.02.2020,60,2.Stock,1,,1954,,,,,1320,285,,300m,200m,1,,200m,100m,200m,,,,,,,,,1,,,,,,,,,,,,, +22991217,Wohnung,2450,3.5,01.04.2020,3,"Reinhold-Frei-Strasse 17, 8049 Zürich",,zuerich,26.02.2020,85,2.Stock,1,1,1975,1,1,,,2200,250,1,250m,500m,,,100m,100m,500m,,,,,,,83,,,,,,,,,,,,,,, +22991843,Wohnung,2840,2.5,01.05.2020,5,"Scheideggstrasse 60, 8002 Zürich",20.02.2020,zuerich,26.02.2020,74,EG,1,,2015,,1,1,,2520,320,1,50m,1200m,1,,500m,500m,500m,,,,1,,,,,1,,1,,,,,,,,,,, +22990283,Wohnung,1550,1.5,,NaN,"Affolternstrasse 10, 8050 Zürich",20.02.2020,zuerich,26.02.2020,36,3.Stock,,,,1,,,,1380,170,1,,,,,,,,,,,,,,36,,,,,,,,,,,,,,, +22990289,Wohnung,2790,3,16.03.2020,NaN,"Schaffhauserstrasse 223, 8057 Zürich",20.02.2020,zuerich,26.02.2020,100,3.Stock,,,,1,,,,2500,290,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22990290,Wohnung,2180,3,01.05.2020,3,"Bändlistrasse 58, 8064 Zürich",20.02.2020,zuerich,26.02.2020,66,8.Stock,1,,1965,1,1,,,1910,270,1,,,1,,,,,,,,,,,66,,1,,,,,,,,,,,,, +22992069,Wohnung,1730,2,01.04.2020,5,"Lagerstr. 89, 8004 Zürich",20.02.2020,zuerich,26.02.2020,52,4.Stock,,,1964,1,,,,1520,210,1,100m,100m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22990046,Wohnung,2840,2.5,01.05.2020,5,"Scheideggstrasse 60, 8002 Zürich",20.02.2020,zuerich,26.02.2020,75,,1,,2015,,,,,2520,320,1,,1200m,1,,500m,500m,500m,,,,1,,,,,1,,1,,,,,,,,,,, +22991240,Wohnung,1500,2,01.07.2020,NaN,"Wallisellenstrasse 473, 8050 Zürich",,zuerich,26.02.2020,46,EG,1,,,1,,,,1300,200,,50m,100m,,50m,100m,100m,,,,,,,,,,,,,,,,,,,,,,, +22991892,Wohnung,2505,3.5,01.04.2020,NaN,"Hegarstrasse 4, 8032 Zürich",20.02.2020,zuerich,26.02.2020,,3.Stock,1,,1927,1,,,,2275,230,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22990281,Wohnung,2685,3.5,01.04.2020,NaN,"Bäulistrasse 19, 8049 Zürich",20.02.2020,zuerich,26.02.2020,92,,1,,,1,,1,,,,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22990279,Wohnung,2335,3.5,01.05.2020,4,"Kelchweg, 10, 8048 Zürich",20.02.2020,zuerich,26.02.2020,77,3.Stock,,,2007,1,,,,,,1,200m,650m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23017489,Wohnung,1800,3,01.04.2020,NaN,"Sihlfeldstrasse 141, 8004 Zürich",20.02.2020,zuerich,26.02.2020,76,1.Stock,1,,,,,,,1650,150,1,,,1,,,,,,,1,,,,,1,,,,,,,,1,,,,,, +22990534,Wohnung,1750,2.5,01.04.2020,4,"Oberwiesenstrasse 73 A, 8050 Zürich",20.02.2020,zuerich,26.02.2020,58,1.Stock,,,1979,,1,,,1550,200,,400m,200m,,,300m,300m,500m,,,,,,,,,,,,,,,,,,,,,, +22990551,Wohnung,2320,2.5,01.04.2020,3,"Badenerstrasse 581, 8048 Zürich",20.02.2020,zuerich,26.02.2020,77,4.Stock,,,1931,,,,,2090,230,1,130m,500m,,,400m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +23021857,Wohnung,2477,3,01.04.2020,NaN,"Widmerstrasse 55, 8038 Zürich",20.02.2020,zuerich,26.02.2020,66,1.Stock,,,,1,,,,2197,280,,100m,450m,,1000m,500m,500m,,,,,,,,,,,,,,,,,,,,,,, +22990553,Wohnung,3760,3.5,01.07.2020,4,"Turbinenstrasse 32, 8005 Zürich",20.02.2020,zuerich,26.02.2020,100,6.Stock,,,2013,,,,,3450,310,1,200m,400m,,,600m,1000m,,,,,,,,,,,,,,,,,,,,,,, +22988973,Wohnung,1650,3,nachVereinbarung,NaN,8049 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22988976,Wohnung,2600,3,nachVereinbarung,NaN,8003 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22990531,Wohnung,2580,3,01.06.2020,4,"Neugasse 41, 8005 Zürich",20.02.2020,zuerich,26.02.2020,63,1.Stock,,,1895,,,,,2285,295,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22989012,Wohnung,3280,3,nachVereinbarung,NaN,8038 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22988977,Wohnung,2690,3,nachVereinbarung,NaN,8002 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22988746,Dachwohnung,2470,2,14.03.2020,NaN,"Zurlindenstrasse 227, 8003 Zürich",20.02.2020,zuerich,26.02.2020,40,5.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22987727,Attika,3925,4.5,01.05.2020,3,"Gubelstr. 36, 8050 Zürich",20.02.2020,zuerich,26.02.2020,159,8.Stock,,,1967,,,,,3445,480,1,300m,100m,,,200m,200m,250m,,,,,,,,,,,,,,,,,,,,,, +22986433,Wohnung,2450,4,16.03.2020,3,"Schwamendingenstrasse 21, 8050 Zürich",20.02.2020,zuerich,26.02.2020,83,EG,,,1947,,,,,2100,350,,50m,50m,,,200m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +23014744,Einzelzimmer,1148,1,01.03.2020,NaN,"Langfurren 6, 8057 Zürich",20.02.2020,zuerich,26.02.2020,16,EG,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22988418,Wohnung,2995,2.5,01.04.2020,4,"Brandschenkestrasse 40, 8002 Zürich",,zuerich,26.02.2020,80,2.Stock,1,,1992,1,1,,,2745,250,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22986437,Einzelzimmer,995,1,,NaN,"Birmensdorferstrasse, 8055 Zürich",20.02.2020,zuerich,26.02.2020,,1.Stock,1,,1950,,,,,,,,200m,200m,,,,,,,,,,,,12,,,,,,,,,,,,,,, +22986434,Wohnung,2480,2.5,01.04.2020,NaN,"Neunbrunnenstr. 38, 8050 Zürich",20.02.2020,zuerich,26.02.2020,,11.Stock,,,,1,,,,2290,190,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22988301,Attika,3925,5.5,01.05.2020,3,"Gubelstr. 36, 8050 Zürich",,zuerich,26.02.2020,159,8.Stock,,,1967,,,,,3445,480,1,300m,100m,,,200m,200m,250m,,,,,,,,,,,,,,,,,,,,,, +22986429,Wohnung,2499,3,05.04.2020,NaN,"Restelbergstrasse 60, 8044 Zürich",20.02.2020,zuerich,26.02.2020,85,EG,,,,1,,,,2089,410,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009392,Wohnung,3200,4,nachVereinbarung,NaN,8006 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22986478,Wohnung,1100,1,sofort,NaN,"Tichelrüti 6, 8044 Zürich ZH",20.02.2020,zuerich,26.02.2020,15,3.Stock,,,1978,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22986328,Wohnung,1270,1,sofort,NaN,"Neue Hard 16, 8005 Zürich ZH",20.02.2020,zuerich,26.02.2020,,4.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22985332,Wohnung,2680,4.5,01.06.2020,4,"Holderbachweg 8, 8046 Zürich",19.02.2020,zuerich,26.02.2020,111,EG,1,,1989,,,,,2270,410,1,100m,100m,1,1000m,50m,50m,200m,,,,,,,,,1,,,,,,,,,,,,, +22985431,Wohnung,1930,4,01.06.2020,5,"Leimbachstrasse 30, 8041 Zürich",19.02.2020,zuerich,26.02.2020,81,2.Stock,1,,1945,,,,,1610,320,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22985436,Wohnung,2230,3.5,nachVereinbarung,5,"Neunbrunnenstrasse 114, 8050 Zürich",,zuerich,26.02.2020,95,3.Stock,,,2002,,,,,1990,240,,34m,655m,1,14m,84m,499m,932m,,,,,,,,,,,,,,,,,,,,,, +22992127,Wohnung,1600,2.5,01.03.2020,5,"Schaffhauserstr. 639, 8052 Zürich",19.02.2020,zuerich,26.02.2020,73,1.Stock,1,1,1995,1,1,,,1400,200,1,300m,500m,1,,300m,300m,1500m,,,,,,,,,,,,,,,,,,,,,, +22985773,Wohnung,2550,2.5,nachVereinbarung,NaN,"Hugelstrasse 44, 8002 Zürich ZH",19.02.2020,zuerich,26.02.2020,67,EG,,,,1,1,1,,2300,250,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22985330,Wohnung,4106,3.5,01.03.2020,5,"Färberstrasse 30, 8008 Zürich",19.02.2020,zuerich,26.02.2020,100,1.Stock,1,,2017,,,,,3806,300,1,100m,500m,1,1500m,1000m,1000m,1000m,,,,1,,,,,1,,1,,,,,,,,,,, +22988279,Wohnung,1610,1.5,01.04.2020,NaN,"Hohlstrasse 100, 8004 Zürich",19.02.2020,zuerich,26.02.2020,28,EG,,,,,,,,1521,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22986327,Wohnung,1050,1,sofort,NaN,"Altwiesenstrasse 87, Zürich, 8051 Zürich ZH",20.02.2020,zuerich,26.02.2020,14,2.Stock,1,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22985328,Wohnung,870,1,01.05.2020,5,"Stiglenstrasse 59, 8052 Zürich",19.02.2020,zuerich,26.02.2020,28,1.Stock,1,,1966,,,,,750,120,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22983023,Wohnung,1850,2,01.05.2020,NaN,"Langackerstrasse 51, 8057 Zürich",19.02.2020,zuerich,26.02.2020,,2.Stock,1,,,1,,,,1740,110,,500m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22983012,Wohnung,3095,3.5,01.07.2020,3,"Siewerdtstrasse 107, 8050 Zürich",19.02.2020,zuerich,26.02.2020,99,4.Stock,1,,2017,1,1,,,2795,300,1,200m,500m,1,1200m,,,,,,,,,,,,1,,,,,,,,,,,,, +22983009,Wohnung,2510,3.5,01.03.2020,5,"Rautistrasse 61, 8047 Zürich",19.02.2020,zuerich,26.02.2020,85,4.Stock,,,2016,,,,,2270,240,,100m,100m,1,2000m,150m,,,,,,,,,,,,,,,,,,,,,,,, +22982178,Wohnung,3100,3,sofort,NaN,"Sempacherstrasse 20, 8032 Zürich",,zuerich,26.02.2020,70,2.Stock,1,,,1,,,,2900,200,,120m,140m,,,620m,490m,,,,,,,,,,,,,,,,,,,,,,, +22982997,Wohnung,3720,5,,NaN,"Heinrich Federer-Strasse 32, 8038 Zürich",19.02.2020,zuerich,26.02.2020,127,,1,,,1,1,1,1,3500,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22983010,Wohnung,2018,3,sofort,4,"Magdalenenstrasse 9, 8050 Zürich",19.02.2020,zuerich,26.02.2020,79,1.Stock,1,,1952,,,,,1868,150,,,,,,,,,,,,,,,79,,,,,,,,,,,,,,, +22982998,Wohnung,3940,4.5,sofort,4,"Kilchbergstrasse 125, 8038 Zürich",19.02.2020,zuerich,26.02.2020,106,EG,,,2019,1,1,,,3650,290,1,130m,850m,,1500m,450m,700m,600m,,,,,,,,,1,,,,,,,,,,,,, +22982651,Wohnung,1290,1,sofort,NaN,"Burstwiesenstrasse 73, 8055 Zürich",19.02.2020,zuerich,26.02.2020,24,2.Stock,,,,1,,,,1210,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22983624,Wohnung,2430,3.5,17.04.2020,NaN,"Luegete, 8053 Zürich",19.02.2020,zuerich,26.02.2020,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22984186,Maisonette,2654,4,01.05.2020,5,"Margrit-Rainer-Strasse 13, 8050 Zürich",19.02.2020,zuerich,26.02.2020,117,EG,1,,2004,1,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22979722,Wohnung,4500,5.5,sofort,NaN,"Nidelbadstrasse 2, 8038 Zürich",19.02.2020,zuerich,26.02.2020,174,2.Stock,,,,1,1,1,,4100,400,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +23018469,Wohnung,1650,1.5,nachVereinbarung,NaN,8032 Zürich ZH,19.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22979732,Wohnung,1980,2.5,01.04.2020,NaN,"Wieslergasse 10, 8049 Zürich",19.02.2020,zuerich,26.02.2020,,3.Stock,1,,,1,1,1,,1750,230,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22983189,Wohnung,2386,4,16.04.2020,4,"Langmauerstrasse 105, 8006 Zürich",19.02.2020,zuerich,26.02.2020,67,3.Stock,,,1926,,,,,2100,286,,300m,600m,,,300m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22981286,Wohnung,2347,3.5,,NaN,8057 Zürich,19.02.2020,zuerich,26.02.2020,80,2.Stock,,,,,,,,2257,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22983259,Maisonette,3980,3.5,nachVereinbarung,4,"Stampfenbachplatz 4, 8006 Zürich",19.02.2020,zuerich,26.02.2020,110,5.Stock,1,,1926,,,,,3650,330,1,15m,300m,,,500m,500m,500m,,,,,,,,,,,,1,,,,,,,,,, +22982057,Wohnung,1910,3.5,01.03.2020,NaN,8053 Zürich ZH,19.02.2020,zuerich,26.02.2020,82,2.Stock,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22979729,Wohnung,1400,3.5,sofort,NaN,"Rautistrasse 332, 8048 Zürich",19.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,1,,,1250,150,,10m,500m,,3000m,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22981521,Wohnung,2170,2.5,01.04.2020,NaN,"Waldstrasse 12, 8045 Zürich",,zuerich,26.02.2020,55,2.Stock,,,,,,,,2020,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22981413,Wohnung,3000,3.5,01.05.2020,3,"Siewerdtstrasse 14, 8050 Zürich",19.02.2020,zuerich,26.02.2020,93,5.Stock,,,2005,,,,,2750,250,1,100m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22978676,Wohnung,920,1,01.04.2020,NaN,"Luegislandstrasse 497, 8051 Zürich ZH",18.02.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,900,20,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22979223,Wohnung,960,1,01.03.2020,NaN,8005 Zürich ZH,19.02.2020,zuerich,26.02.2020,18,4.Stock,,,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22979716,Wohnung,1340,1,11.05.2020,NaN,"Seestrasse 55, 8002 Zürich",19.02.2020,zuerich,26.02.2020,30,EG,1,,,1,,,,1220,120,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22977976,Wohnung,2840,3.5,01.04.2020,5,"Witikonerstrasse 54, 8032 Zürich",18.02.2020,zuerich,26.02.2020,93,EG,,,1975,,,,,2600,240,1,200m,250m,,500m,450m,,,,,,,,,,,,,,,,,,,,,,,, +23025399,Wohnung,1550,1,nachVereinbarung,NaN,8006 Zürich ZH,18.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22978364,Wohnung,2310,3,nachVereinbarung,4,"Griesernweg 16, 8037 Zürich",,zuerich,26.02.2020,70,EG,,,1960,,,,,2050,260,,150m,400m,,2900m,,,,,,,,,,,,,,,,,,,,,,,,, +22978565,Wohnung,1810,1,01.04.2020,NaN,"Edenstrasse 9, 8045 Zürich",18.02.2020,zuerich,26.02.2020,41,4.Stock,1,,,1,,,,1610,200,1,100m,100m,,750m,120m,,,,,,,,,,,,,,,,,,,,,,,, +22980100,Wohnung,2660,4,01.05.2020,NaN,"Giblenstrasse 10, 8049 Zürich",18.02.2020,zuerich,26.02.2020,111,1.Stock,,,,,,,,2300,360,,100m,700m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22978130,Wohnung,1800,1,01.05.2020,2,"Rolandstr 19, 8004 Zürich ZH",18.02.2020,zuerich,26.02.2020,23,4.Stock,1,,2018,,,,,1680,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22979715,Wohnung,3250,2.5,sofort,NaN,"Schifflände 5, 8001 Zürich",19.02.2020,zuerich,26.02.2020,81,3.Stock,,,,,,,,3050,200,1,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22978181,Wohnung,3130,4.5,01.05.2020,6,"Buchzelgweg 4, 8053 Zürich",18.02.2020,zuerich,26.02.2020,135,2.Stock,,,1988,,,,,2750,380,,110m,110m,,,300m,500m,1500m,,,,,,,,,,,,,,,,,,,,,, +22976490,Wohnung,4250,3.5,01.05.2020,NaN,"Vulkanplatz 7, 8048 Zürich",18.02.2020,zuerich,26.02.2020,118,22.Stock,1,,2017,1,,,,3950,300,1,,,1,,,,,,,1,1,,1,,,,,,,,,,,,,,,, +22978183,Wohnung,2340,3.5,16.04.2020,5,"Seestrasse 345, 8038 Zürich",18.02.2020,zuerich,26.02.2020,75,2.Stock,1,,1967,,1,1,,2090,250,1,130m,600m,,,400m,500m,500m,,,,,,,,,,,,,,,,,,,,,, +22975832,Wohnung,2250,3.5,,NaN,"Riedhofstrasse 48, 8049 Zürich",18.02.2020,zuerich,26.02.2020,,2.Stock,,,,,,,,2100,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22975828,Wohnung,3710,4.5,01.05.2020,4,"Freilagerstrasse 95, 8047 Zürich",18.02.2020,zuerich,26.02.2020,119,4.Stock,,,2016,,,,,3370,340,,500m,500m,1,,500m,,,,,,,,,,,,,,,,,,,,,,,, +22975837,Wohnung,1550,1.5,sofort,NaN,"Sädlenweg 12, 8055 Zürich",18.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,1440,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22975829,Wohnung,4070,5.5,01.05.2020,4,"Freilagerstrasse 91, 8047 Zürich",18.02.2020,zuerich,26.02.2020,146,2.Stock,,,2016,,,,,3650,420,,500m,500m,1,,500m,,,,,,,,,,,,,,,,,,,,,,,, +22976755,Wohnung,1810,1,,NaN,8045 Zürich,18.02.2020,zuerich,26.02.2020,41,4.Stock,,,,,,,,1610,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22975834,Wohnung,1695,3,01.04.2020,NaN,"Starengasse 6, 8052 Zürich",18.02.2020,zuerich,26.02.2020,54,EG,,,,1,,,,1520,175,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22978184,Maisonette,3060,3.5,01.04.2020,5,"Pfingstweidstrasse 104 A, 8005 Zürich",18.02.2020,zuerich,26.02.2020,105,3.Stock,1,,2012,,1,,,2800,260,1,100m,100m,,,10m,,,,,,,,,,,,,,,,,,,,,,,, +22975804,Wohnung,2290,2,,NaN,"Hardstr. 75, 8004 Zürich",18.02.2020,zuerich,26.02.2020,46,5.Stock,1,,,1,,,,2000,290,,50m,50m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22975825,Wohnung,1650,2,sofort,6,"Uetlibergstr. 109, 8045 Zürich",18.02.2020,zuerich,26.02.2020,62,1.Stock,,,1935,,,,,1470,180,,180m,280m,,,260m,700m,400m,,,,,,,,,,,,,,,,,,,,,, +22975808,Wohnung,1300,1,01.05.2020,4,"Russenweg 26, 8008 Zürich",18.02.2020,zuerich,26.02.2020,29,1.Stock,1,,1987,1,,,,1220,80,1,100m,100m,,,,,,,,,,,,29,,,,,,,,,,,,,,, +22972416,Wohnung,770,1,sofort,NaN,"Wehntalerstrasse 530, 8046 Zürich ZH",18.02.2020,zuerich,26.02.2020,25,1.Stock,1,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22972458,Wohnung,1790,2.5,01.06.2020,NaN,"Schärenmoosstrasse 38, 8052 Zürich ZH",18.02.2020,zuerich,26.02.2020,,EG,1,,2019,1,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22973670,Wohnung,1650,2,01.04.2020,4,"Althoossteig 7, 8046 Zürich",18.02.2020,zuerich,26.02.2020,47,3.Stock,,,1982,1,,,,1450,200,,150m,150m,,,200m,200m,200m,,,,,,,,,,,,,,,,,,,,,, +22975824,Einzelzimmer,750,1,01.04.2020,NaN,"Hochstrasse 13, 8044 Zürich",18.02.2020,zuerich,26.02.2020,15,2.Stock,,,,,,,,700,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22972417,Wohnung,500,1,01.04.2020,NaN,"Roswiesenstrasse 14, 8050 Zürich ZH",18.02.2020,zuerich,26.02.2020,16,1.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22976043,Wohnung,2720,3.5,01.06.2020,5,"Tuchmacherstrasse 34, 8041 Zürich",18.02.2020,zuerich,26.02.2020,96,2.Stock,,,2018,,,,,2445,275,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22972454,Wohnung,1580,1,sofort,NaN,8053 Zürich ZH,18.02.2020,zuerich,26.02.2020,32,1.Stock,,,,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22971011,Wohnung,2975,3.5,01.04.2020,NaN,"Kurvenstrasse, 32, 8006 Zürich",17.02.2020,zuerich,26.02.2020,70,3.Stock,,,,1,,,,,,,20m,20m,,200m,50m,200m,,,,,,,,,,1,,,,,,,,,,,,, +22971018,Wohnung,2500,3.5,,NaN,"Albisstrasse 27, 8038 Zürich",17.02.2020,zuerich,26.02.2020,65,1.Stock,1,,,1,,,,2200,300,,150m,200m,,1800m,,,,,,,,,,,,,,,,,,,,,,,,, +22971035,Wohnung,1735,3,01.04.2020,NaN,"Ferdinand - Hodler-Strasse 30, 8049 Zürich",17.02.2020,zuerich,26.02.2020,70,1.Stock,1,,,1,,,,1600,135,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22971862,Dachwohnung,1910,3.5,01.04.2020,NaN,"Eichbühlstrasse 19, 8004 Zürich",,zuerich,26.02.2020,50,4.Stock,1,,,1,,,,1489,421,,,140m,,,,,,,,,1,,,,,1,,,,,,,,,,,,, +22971003,Wohnung,2608,3.5,01.05.2020,NaN,"Zypressenstrasse 55, 8004 Zürich",17.02.2020,zuerich,26.02.2020,,4.Stock,1,,1890,,,,,2423,185,,250m,250m,,2000m,400m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22972363,Wohnung,2540,4,nachVereinbarung,5,"Karl-Stauffer-Strasse 5, 8008 Zürich ZH",18.02.2020,zuerich,26.02.2020,84,EG,1,,1932,1,,,,2300,240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22971005,Wohnung,3990,3.5,01.05.2020,3,"Turbinenstrasse 60, 8005 Zürich",17.02.2020,zuerich,26.02.2020,100,13.Stock,,,2014,1,1,,,3640,350,1,300m,270m,,1700m,1200m,550m,1900m,,,,,,,,,,,,,,,,,,,,,, +22971017,Maisonette,4500,3.5,01.04.2020,NaN,"Forchstrasse 150, 8032 Zürich",17.02.2020,zuerich,26.02.2020,130,5.Stock,1,,,1,,,,4200,300,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22971048,Maisonette,4380,5.5,sofort,4,"Wiesliacher 39, 8053 Zürich",17.02.2020,zuerich,26.02.2020,172,,1,,,1,1,,1,3990,390,,30m,1500m,,,150m,1200m,,,,,,,,,,1,,,,,,,,,,,,, +22971012,Wohnung,1350,1,01.04.2020,NaN,"Forchstrasse 289, 8008 Zürich",17.02.2020,zuerich,26.02.2020,26,2.Stock,,,,1,,,,1250,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22970413,Wohnung,1995,4.5,nachVereinbarung,NaN,8053 Zürich,17.02.2020,zuerich,26.02.2020,100,,,,,1,,,,1680,315,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22969415,Wohnung,2800,2.5,sofort,NaN,8049 Zürich,17.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,, +22967423,Wohnung,1200,3,01.03.2020,NaN,8032 Zürich,17.02.2020,zuerich,26.02.2020,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22968739,Wohnung,2541,3,,NaN,8053 Zürich,17.02.2020,zuerich,26.02.2020,100,,,,,,,,,2033,508,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22970133,Wohnung,2080,4,01.03.2020,3,"Luchswiesenstrasse 130, 8051 Zürich",17.02.2020,zuerich,26.02.2020,73,3.Stock,1,,1956,,1,1,,1800,280,,,,,,,200m,,,,,,,,,,1,,,,,,,,,,,,, +22968863,Wohnung,1200,1,nachVereinbarung,NaN,8001 Zürich ZH,17.02.2020,zuerich,26.02.2020,,4.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22970136,Wohnung,1290,1,01.05.2020,4,"Sihlhallenstrasse 19, 8004 Zürich",17.02.2020,zuerich,26.02.2020,28,3.Stock,,,1974,,,,,1168,122,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23017693,Wohnung,2300,4,nachVereinbarung,NaN,8003 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22970146,Wohnung,2541,3,nachVereinbarung,5,"Stodolastr. 15, 8053 Zürich",17.02.2020,zuerich,26.02.2020,100,EG,1,,1965,,,,,2033,508,,100m,300m,1,,800m,700m,1000m,,,,,,,,,1,,,,,,,,,,,,, +22967880,Wohnung,1400,1.5,01.04.2020,6,"Asylstrasse 144, 8032 Zürich",17.02.2020,zuerich,26.02.2020,50,,,,1875,,,,,1300,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22965599,Wohnung,1550,1.5,01.05.2020,5,"Eierbrechtstrasse 9, 8053 Zürich",,zuerich,26.02.2020,45,2.Stock,,,1927,1,,,,,,,230m,450m,,,300m,450m,,,,,,,,10,,,,,1,,,,,,,,,, +22965167,Wohnung,3950,2.5,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,60,1.Stock,,,,,,,,3730,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22966680,Wohnung,2340,2,nachVereinbarung,NaN,8008 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22967208,Wohnung,910,1,01.06.2020,NaN,"Lettenholzstrasse 42, 8038 Zürich ZH",17.02.2020,zuerich,26.02.2020,17,EG,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22965176,Wohnung,5100,3.5,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,75,5.Stock,,,,,,,,4800,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22965177,Wohnung,3950,2,,NaN,8001 Zürich,17.02.2020,zuerich,26.02.2020,50,3.Stock,,,,,,,,3730,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22967205,Wohnung,1100,1,01.04.2020,NaN,"Josefstrasse 42, 8005 Zürich ZH",17.02.2020,zuerich,26.02.2020,15,3.Stock,1,,,1,,,,1000,100,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22965169,Wohnung,3990,2.5,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,55,4.Stock,,,,,,,,3770,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22965168,Wohnung,2950,1,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,35,5.Stock,,,,,,,,2730,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22967201,Wohnung,1980,3.5,01.03.2020,NaN,"Naglerwiesenstrasse 40, 8049 Zürich",,zuerich,26.02.2020,,EG,1,,1982,1,1,,,1740,240,1,300m,400m,,,400m,300m,300m,,,,,,,,,1,,,,,,,,,,,,, +22965165,Wohnung,3700,2,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,50,3.Stock,,,,,,,,3400,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +14718974,Wohnung,2190,2.5,01.05.2020,5,"Kolibriweg 2, 8048 Zürich",17.02.2020,zuerich,26.02.2020,98,1.Stock,1,,1911,1,,1,,,,,200m,1000m,,2000m,200m,200m,200m,,,,,,,,,,,,,,,,,,,,,, +22965166,Wohnung,4950,3.5,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,80,4.Stock,,,,,,,,4650,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963963,Wohnung,2430,3.5,nachVereinbarung,NaN,8053 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22964903,Maisonette,3250,3.5,nachVereinbarung,3,"Buchzelgstrasse 21, 8053 Zürich",17.02.2020,zuerich,26.02.2020,91,EG,1,,1977,,1,,,3000,250,1,150m,50m,1,8000m,100m,300m,800m,,,,,,,,,,,,,,,,,,,,,, +22964900,Wohnung,4410,4.5,01.04.2020,NaN,"Dufourstrasse, 8008 Zürich",17.02.2020,zuerich,26.02.2020,133,3.Stock,1,,,1,,,,4190,220,1,,,,,,,,,,,,,,,,,,,1,,,,,,,,,, +22965137,Wohnung,5100,3.5,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,90,4.Stock,,,,,,,,4800,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22964711,Wohnung,2800,2.5,,NaN,8049 Zürich,17.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22967231,Wohnung,1431,1.5,01.05.2020,3,"Caspar-Wüest-Strasse 17, 8052 Zürich",17.02.2020,zuerich,26.02.2020,39,EG,1,,1974,,1,1,,1291,140,,70m,1000m,,,300m,1100m,1100m,,,,,,,,,,,,,,,,,,,,,, +22965134,Wohnung,2750,1,,NaN,8001 Zürich,17.02.2020,zuerich,26.02.2020,25,3.Stock,,,,,,,,2600,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963829,Wohnung,1070,1,01.05.2020,NaN,"Bachmannweg 1a, 8046 Zürich ZH",17.02.2020,zuerich,26.02.2020,100,1.Stock,1,,2015,1,1,1,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +22963828,Wohnung,990,1,01.05.2020,NaN,"Flurstrasse 30 / F403, 8048 Zürich ZH",17.02.2020,zuerich,26.02.2020,19,4.Stock,1,1,2000,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963879,Wohnung,680,1.5,nachVereinbarung,NaN,8048 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963880,Wohnung,2550,2.5,nachVereinbarung,NaN,8004 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963837,Wohnung,2895,2.5,01.10.2020,3,"Neubau Badenerstrasse 136, 8004 Zürich ZH",17.02.2020,zuerich,26.02.2020,69,4.Stock,,1,2020,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963962,Wohnung,2400,3.5,nachVereinbarung,NaN,8038 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963838,Wohnung,2795,2.5,01.10.2020,4,"Neubau Badenerstrasse 136, 8004 Zürich ZH",17.02.2020,zuerich,26.02.2020,69,,,1,2020,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963884,Wohnung,2866,4.5,16.05.2020,NaN,"Honigstrasse 37, 8052 Zürich ZH",17.02.2020,zuerich,26.02.2020,135,3.Stock,1,,,1,1,,,2680,186,1,200m,200m,1,1000m,,1000m,,,,,,,,,,,,,,1,,,,,,,,, +22963839,Wohnung,2595,2.5,01.10.2020,3,"Neubau Badenerstrasse 136, 8004 Zürich ZH",17.02.2020,zuerich,26.02.2020,56,EG,,1,2020,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963825,Wohnung,1420,2,nachVereinbarung,NaN,8038 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963334,Maisonette,3900,6.5,01.03.2020,NaN,"Heuelsteig 7, 8032 Zürich ZH",17.02.2020,zuerich,26.02.2020,120,1.Stock,,,,,1,1,,3500,400,,100m,100m,1,,,100m,,,,,,,,,,,,,,1,,,,1,,,,, +22962892,Maisonette,4380,5.5,sofort,4,"Wiesliacher 39D, 8053 Zürich",,zuerich,26.02.2020,172,,1,,1978,1,1,,1,3990,390,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22961176,Wohnung,1790,4,01.03.2020,NaN,"Langgrütstrasse 98, 8047 Zürich",15.02.2020,zuerich,26.02.2020,76,EG,,,,1,,,,,,,200m,200m,,,300m,300m,300m,,,,,,,,,,,,,,,,,,1,,,, +22963699,Wohnung,2300,1.5,nachVereinbarung,NaN,8004 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22966675,Wohnung,1350,1.5,nachVereinbarung,NaN,8055 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22962893,Wohnung,2280,1,13.04.2020,NaN,"Seebahnstrasse 143, 8003 Zürich",,zuerich,26.02.2020,60,EG,,,,,,,,2100,180,,,,,,,,,,,,,,,66,,,,,,,,,,,,,,, +22958532,Wohnung,1490,1.5,01.05.2020,NaN,8038 Zürich,15.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22959538,Wohnung,3500,6.5,01.03.2020,NaN,"Heuelsteig 7, 8032 Zürich",16.02.2020,zuerich,26.02.2020,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963786,Wohnung,780,1,sofort,NaN,"Bristenstr, 8048 Zürich ZH",17.02.2020,zuerich,26.02.2020,,4.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963698,Wohnung,1795,1.5,01.10.2020,3,"Neubau Badenerstrasse 136, 8004 Zürich ZH",17.02.2020,zuerich,26.02.2020,35,,,1,2020,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22955985,Wohnung,2480,2.5,nachVereinbarung,NaN,8047 Zürich ZH,14.02.2020,zuerich,26.02.2020,78,3.Stock,,,,1,1,,,,,1,,,1,,,,,,,,,,,,,,,1,,,,,,,,,,, +22956488,Wohnung,3740,3.5,01.04.2020,NaN,"Turbinenstrasse 60, 8005 Zürich",15.02.2020,zuerich,26.02.2020,120,10.Stock,,,,1,1,1,,,,1,300m,300m,,1000m,,,,,,,,,,120,,1,,,,,,,,,,,,, +22956549,Wohnung,990,1,nachVereinbarung,NaN,8005 Zürich ZH,15.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22956337,Wohnung,1560,3,nachVereinbarung,NaN,8049 Zürich ZH,15.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22956485,Einzelzimmer,895,1,sofort,NaN,"Müllerstrasse, 8004 Zürich",15.02.2020,zuerich,26.02.2020,,4.Stock,1,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22955982,Wohnung,350,1,nachVereinbarung,NaN,8045 Zürich ZH,14.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22958352,Wohnung,3991,5.5,01.05.2020,4,"Freilagerstrasse 81, 8047 Zürich",15.02.2020,zuerich,26.02.2020,135,4.Stock,,,2016,,,,,3601,390,,500m,500m,1,,500m,,,,,,,,,,,,,,,,,,,,,,,, +22956167,Wohnung,600,3.5,nachVereinbarung,NaN,8038 Zürich ZH,15.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22956490,Wohnung,2340,2.5,sofort,NaN,"Sumatrastrasse 1, 8006 Zürich",15.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,,,1,,,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22956503,Wohnung,2140,2.5,01.04.2020,NaN,"Naglerwiesenstrasse 58, 8049 Zürich",15.02.2020,zuerich,26.02.2020,66,4.Stock,1,,,1,1,,,1987,153,1,200m,500m,,,100m,100m,100m,,,,,,,,,,,,,,,,,,,,,, +22952251,Wohnung,2390,3,nachVereinbarung,NaN,"Meinrad-Lienert-Str. 15, 8003 Zürich",,zuerich,26.02.2020,,1.Stock,,,1895,,,,,2190,200,,100m,200m,,3800m,,,,,,,,,,,,,,,,,,,,,,,,, +23000134,Wohnung,1090,1.5,,NaN,"Trichtenhausenstrasse 21, 8053 Zürich",14.02.2020,zuerich,26.02.2020,36,1.Stock,1,,,,,,,970,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22953713,Maisonette,3100,3.5,30.03.2020,NaN,"Lindenbachstrasse 50, 8006 Zürich",14.02.2020,zuerich,26.02.2020,85,,1,,,1,,1,,2900,200,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22955609,Wohnung,2095,3,01.04.2020,NaN,"Altstetterstrasse 168, 8048 Zürich ZH",14.02.2020,zuerich,26.02.2020,72,3.Stock,,,,,,1,,1815,280,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22956740,Wohnung,2143,3.5,nachVereinbarung,NaN,8052 Zürich ZH,14.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22953720,Wohnung,2550,3.5,01.04.2020,NaN,"Hugostrasse 2, 8050 Zürich",14.02.2020,zuerich,26.02.2020,92,4.Stock,,,,1,,,,2300,250,1,100m,500m,,,100m,200m,700m,,,,,,,,,,,,,,,,,,,,,, +22961190,Maisonette,2475,4.5,01.04.2020,4,"Im Altried 3g, 8051 Zürich",14.02.2020,zuerich,26.02.2020,110,2.Stock,1,,1983,,,,,2115,360,,10m,600m,1,,300m,355m,355m,,,,,,,,,1,,,,,,,,,,,,, +22951391,Wohnung,2590,3.5,01.05.2020,NaN,"Gladbachstrasse 67, 8044 Zürich ZH",14.02.2020,zuerich,26.02.2020,84,EG,1,,,1,,,,2300,290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22999646,Wohnung,1680,2,01.03.2020,NaN,"Im Heuried 74, 8055 Zürich",,zuerich,26.02.2020,50,1.Stock,,,,,,,,1500,180,,,,,,,,,,,,,,,50,,,,,,,,,,,,,,, +22961702,Wohnung,3470,3.5,nachVereinbarung,4,"Restelbergstrasse 82, 8044 Zürich",14.02.2020,zuerich,26.02.2020,105,EG,1,,1993,1,1,,1,3240,230,1,150m,1500m,,1600m,1500m,1500m,1500m,,,,,,,,,,,,,,,,,,,,,, +22949298,Wohnung,2610,3.5,01.05.2020,4,"Leutschenbachstrasse 56, 8050 Zürich",13.02.2020,zuerich,26.02.2020,92,4.Stock,,,2010,,1,,,2350,260,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22945389,Wohnung,4200,3,01.05.2020,NaN,"Pfirsichstrasse 7, 8006 Zürich",13.02.2020,zuerich,26.02.2020,100,,1,,,1,,,,4000,200,,300m,150m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22947084,Wohnung,3200,3.5,sofort,2,"Mühlackerstrasse 67, 8046 Zürich",,zuerich,26.02.2020,91,5.Stock,,1,2018,1,1,,,3000,200,1,,500m,,1000m,200m,200m,,,,,1,,,,,1,,,,,,,,,,,,, +22949171,Wohnung,2450,2.5,,NaN,"Rotachstrasse 14, 8003 Zürich",14.02.2020,zuerich,26.02.2020,60,EG,,,,,,,,2300,150,,200m,140m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22945390,Wohnung,4810,4.5,16.03.2020,3,"Beckenhofstrasse 64, 8006 Zürich",13.02.2020,zuerich,26.02.2020,106,4.Stock,1,,2013,1,1,,,4510,300,1,150m,150m,,,200m,600m,600m,,,,,,,,,1,,,,,,,,,,,,, +22949143,Maisonette,2115,3.5,01.04.2020,4,"Im Altried 3e, 8051 Zürich",13.02.2020,zuerich,26.02.2020,94,EG,1,,1983,,,,,1845,270,,10m,600m,1,,300m,355m,355m,,,,,,,,,1,,,,,,,,,,,,, +22946980,Maisonette,2115,3.5,,NaN,8051 Zürich,13.02.2020,zuerich,26.02.2020,94,,,,,,,,,1845,270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22948308,Wohnung,2942,3.5,16.03.2020,NaN,"Buchzelgstrasse 108, 8053 Zürich ZH",13.02.2020,zuerich,26.02.2020,116,1.Stock,1,,,1,1,,,2762,180,,,,1,,,,,,,,,,,,,,,1,,,,,,,,,,, +22949141,Wohnung,2480,3,nachVereinbarung,NaN,"Kapfsteig 2, 8032 Zürich",14.02.2020,zuerich,26.02.2020,79,2.Stock,,,,,,,,2300,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22949107,Wohnung,4180,3.5,01.05.2020,5,"Hinterbergstrasse 106, 8044 Zürich",13.02.2020,zuerich,26.02.2020,130,EG,,,2006,,,,,3800,380,1,,,,,,,,,,,,,,,,,,,,,,,,,,1,,, +22946562,Wohnung,2510,3,01.05.2020,NaN,"Waffenplatzstrasse 1, 8002 Zürich",13.02.2020,zuerich,26.02.2020,65,4.Stock,1,,,,,,,2250,260,,100m,50m,1,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22947095,Wohnung,1770,2.5,01.06.2020,NaN,"Flüelastrasse 47, 8047 Zürich",13.02.2020,zuerich,26.02.2020,46,3.Stock,1,1,,,1,1,,1630,140,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22947098,Wohnung,1240,1,01.03.2020,NaN,"Lommisweg 24, 8048 Zürich",,zuerich,26.02.2020,23,3.Stock,,,,,,,,1100,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22945132,Wohnung,1590,3,01.04.2020,NaN,"Grosswiesenstrasse 130 - 134, 8051 Zürich",13.02.2020,zuerich,26.02.2020,65,2.Stock,,,1957,1,,,,1500,90,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22945378,Dachwohnung,3495,2.5,01.05.2020,NaN,"Münstergasse 12, 8001 Zürich",13.02.2020,zuerich,26.02.2020,130,4.Stock,1,,,,,,1,3300,195,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22947096,Wohnung,1380,1.5,sofort,NaN,"Lommisweg 24, 8048 Zürich",,zuerich,26.02.2020,29,Untergeschoss,,,,,,,,1240,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22947090,Wohnung,1340,1.5,01.05.2020,NaN,"Herrligstrasse 19, 8048 Zürich",13.02.2020,zuerich,26.02.2020,21,3.Stock,,,,,,,,1200,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22945379,Wohnung,2100,3,01.03.2020,NaN,"Waffenplatzstrasse 50, 8002 Zürich",13.02.2020,zuerich,26.02.2020,,EG,1,,1927,,,,,1850,250,,20m,80m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22945368,Wohnung,1635,1.5,01.03.2020,3,"Eugen-Huber-Straße, 8048 Zürich",13.02.2020,zuerich,26.02.2020,29,2.Stock,1,,2018,1,,,,1555,80,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22950058,Wohnung,2760,4.5,01.05.2020,NaN,"Mattackerstrasse 3, 8052 Zürich",13.02.2020,zuerich,26.02.2020,,2.Stock,,,2016,,,1,,2490,270,1,,,,,,,,,,,1,,,,,,,,,,,,,,,,,, +22943082,Wohnung,900,1,01.04.2020,NaN,"Neudorfstrasse, 8050 Zürich ZH",13.02.2020,zuerich,26.02.2020,15,EG,,,,1,,1,,875,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22946214,Wohnung,2610,1.5,01.05.2020,4,"Gartenstrasse 6, 8002 Zürich",13.02.2020,zuerich,26.02.2020,57,1.Stock,,,2017,,,,,2440,170,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22943165,Wohnung,2510,3,,NaN,8002 Zürich,13.02.2020,zuerich,26.02.2020,65,4.Stock,,,,,,,,2250,260,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22945576,Loft,3730,2.5,nachVereinbarung,NaN,"Hardturmstrasse 90, 8005 Zürich",13.02.2020,zuerich,26.02.2020,109,4.Stock,,,,,,,,3380,350,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22943130,Wohnung,1500,1,31.03.2020,NaN,"Eugen Huber-Strasse 65b, 8048 Zürich",,zuerich,26.02.2020,50,3.Stock,,,,,,,,1350,150,,500m,500m,,,500m,500m,,,,,,,,,,,,,,,,,,,,,,, +22946215,Wohnung,5120,6,nachVereinbarung,4,"Im Schilf 10, 8044 Zürich",13.02.2020,zuerich,26.02.2020,160,2.Stock,,,1932,,,,,4600,520,,200m,600m,,,400m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22941589,Wohnung,3995,,sofort,4,"In der Wässeri, 13, 8047 Zürich",13.02.2020,zuerich,26.02.2020,167,,1,,1977,1,,1,,3794,201,1,200m,200m,,2000m,,200m,,,,,,,,,,,,,,,,,,,,,,, +23014737,Einzelzimmer,1097,1,01.03.2020,NaN,"Stiglenstrasse, 8052 Zürich",13.02.2020,zuerich,26.02.2020,19,3.Stock,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22946210,Wohnung,2390,3.5,01.05.2020,NaN,"Katzenbachstrasse 225, 8052 Zürich",13.02.2020,zuerich,26.02.2020,100,EG,,,,,,,,2150,240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22941600,Attika,5570,4,01.05.2020,3,"Witikonerstrasse 251, 8053 Zürich",13.02.2020,zuerich,26.02.2020,150,2.Stock,,,2012,1,1,1,1,5120,450,1,,,,,,,,,,,,,,250,,1,,,,,,,,,,,,, +22992840,Wohnung,1800,2.5,nachVereinbarung,NaN,8055 Zürich ZH,12.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937577,Wohnung,1980,2.5,01.04.2020,NaN,"Witikonerstrasse 265, 8053 Zürich",12.02.2020,zuerich,26.02.2020,65,EG,1,,,1,1,1,,1840,140,,20m,250m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937559,Einzelzimmer,1185,2,01.04.2020,NaN,"Langgrütstrasse, 8047 Zürich",12.02.2020,zuerich,26.02.2020,71,2.Stock,1,,,1,,,,1090,95,,200m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22941576,Wohnung,1425,1,01.05.2020,NaN,"Seefeldstrasse 255A, 8008 Zürich",13.02.2020,zuerich,26.02.2020,25,1.Stock,,,,1,,,,1325,100,1,100m,,,,,,,,,,,,,25,,,,,,,,,,,,,,, +22941578,Wohnung,1350,1.5,01.04.2020,NaN,"Sempacherstrasse 79, 8032 Zürich",13.02.2020,zuerich,26.02.2020,30,EG,,,,,,,,1200,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937553,Wohnung,1650,1,01.04.2020,NaN,"LEHENSTEIG 7, 8037 Zürich",12.02.2020,zuerich,26.02.2020,,3.Stock,,,,1,1,,,,,,30m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937545,Wohnung,3200,3.5,,4,"Hadlaubstrasse 130, 8006 Zürich",12.02.2020,zuerich,26.02.2020,90,1.Stock,1,,1981,1,,,,,,1,450m,700m,,1500m,600m,950m,950m,,,,,,,,,,,,,,,,,,,,,, +22938779,Wohnung,5850,3.5,nachVereinbarung,3,"Alte Feldeggstrasse, 8008 Zürich",12.02.2020,zuerich,26.02.2020,134,,,,2009,1,,,1,5550,300,1,100m,100m,,,300m,500m,500m,,,,,,,,,,,,,,,,,,,,,, +22940363,Wohnung,2945,3.5,sofort,6,"Susenbergstrasse 142, 8044 Zurich /Fluntern, 8044 Zürich ZH",12.02.2020,zuerich,26.02.2020,90,EG,,,2017,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22940361,Wohnung,1460,1,nachVereinbarung,NaN,8032 Zürich ZH,12.02.2020,zuerich,26.02.2020,85,2.Stock,1,,,1,,,,1360,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937533,Wohnung,4390,4,,NaN,"Limmatquai 86 / Köngengasse 2, 8001 Zürich",12.02.2020,zuerich,26.02.2020,103,5.Stock,1,,,,,,,4150,240,,5m,10m,1,1500m,,,,,,,,,,,,,,,,,,,,,,,,, +22936842,Wohnung,1550,1,01.04.2020,NaN,"LEHENSTEIG 7, 8037 Zürich",,zuerich,26.02.2020,,3.Stock,1,,,1,,,,,,,30m,100m,,,,,,,,,1,,,,,,,,,,,,,,,,,, +22937534,Maisonette,4870,3.5,01.04.2020,NaN,"Niederdorfstrasse 67, 8001 Zürich",12.02.2020,zuerich,26.02.2020,110,5.Stock,1,,,1,,,1,4550,320,1,100m,100m,1,,,,,,,,,,,180,,,,,,,,,,,,,,, +22935374,Wohnung,4940,4.5,nachVereinbarung,3,"Beethovenstrasse n/n, 8002 Zürich",12.02.2020,zuerich,26.02.2020,130,1.Stock,1,,1940,,,,,,,1,100m,100m,,,,,,,,,,,,,,,,,1,,,,,,,,,, +22939388,Wohnung,1721,2,01.06.2020,6,"Ausstellungsstrasse 36, 8005 Zürich",12.02.2020,zuerich,26.02.2020,55,4.Stock,,,1987,,,,,1560,161,1,200m,600m,,,400m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22936594,Wohnung,1500,1.5,01.07.2020,NaN,8037 Zürich,12.02.2020,zuerich,26.02.2020,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22934854,Wohnung,1975,3.5,23.03.2020,NaN,"Lehfrauenweg 5, 8053 Zürich ZH",12.02.2020,zuerich,26.02.2020,100,2.Stock,1,,,1,1,1,,1700,275,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937541,Wohnung,3490,4.5,16.03.2020,6,"Röntgenstrasse 22a, 8005 Zürich",12.02.2020,zuerich,26.02.2020,132,2.Stock,1,,2015,,1,,,3110,380,1,200m,400m,1,,700m,700m,,,,,,,,,,1,,,,,,,,,,,,, +22937542,Wohnung,1240,1,01.04.2020,NaN,"Universitätsstrasse 110, 8006 Zürich",12.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,1100,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22940758,Wohnung,1065,1,01.05.2020,5,"Regensdorferstrasse 63, 8049 Zürich",12.02.2020,zuerich,26.02.2020,36,EG,,,1955,,,,,875,190,,200m,600m,,3100m,,750m,750m,,,,,,,,,,,,,,,,,,,,,, +22930991,Wohnung,1700,3.5,nachVereinbarung,NaN,8048 Zürich ZH,12.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22930152,Wohnung,1714,2.5,01.05.2020,4,"Imbisbühlsteig 10A, 8049 Zürich",11.02.2020,zuerich,26.02.2020,58,2.Stock,1,,1995,,,,,1425,289,1,300m,500m,1,,200m,200m,200m,,,,,,,,,1,,,,,,,,,,,,, +22936438,Wohnung,2010,3.5,01.05.2020,NaN,"Im Brächli 41, 8053 Zürich",12.02.2020,zuerich,26.02.2020,77,1.Stock,1,,1955,,,,,1680,330,,270m,490m,1,,260m,1300m,1300m,,,,,,,,,,,,,,,,,,,,,, +22934782,Wohnung,4475,5.5,sofort,5,"Hadlaubstrasse 130, 8006 Zürich",,zuerich,26.02.2020,188,2.Stock,,,1981,1,,,1,3985,490,1,450m,700m,,1500m,600m,950m,950m,,,,,,,,,,,,,,,,,,,,,, +22929102,Einzelzimmer,700,1,sofort,NaN,"Seebacherstrasse 58, 8052 Zürich",,zuerich,26.02.2020,,2.Stock,,,,,,,,530,170,,50m,680m,,,80m,330m,,,,,,,,,,,,,1,,,,,,,,,, +22929461,Wohnung,3200,2.5,01.04.2020,3,"Etzelstrasse 37, 8038 Zürich",,zuerich,26.02.2020,63,3.Stock,1,,2020,1,,,,2950,250,1,200m,200m,,1500m,200m,200m,200m,,,,1,,,74,,,,,,,,,,,,,,, +22928855,Wohnung,2036,3,01.04.2020,NaN,"Hofwiesenstrasse 248, 8057 Zürich",11.02.2020,zuerich,26.02.2020,67,EG,1,,,1,,,,1826,210,,5m,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22972561,Wohnung,900,1,nachVereinbarung,NaN,8048 Zürich ZH,12.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22929695,Wohnung,1400,1,sofort,3,"Fennergasse 5, 8008 Zürich",11.02.2020,zuerich,26.02.2020,24,EG,,,1875,,,,,1320,80,,100m,200m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22930385,Wohnung,3300,4,nachVereinbarung,NaN,"Forchstrasse 84, 8008 Zürich",,zuerich,26.02.2020,,4.Stock,,,1963,,,,,3075,225,,200m,400m,,4400m,,,,,,,,,,,,,,,,,,,,,,,,, +22928821,Wohnung,1210,1,01.04.2020,NaN,"Zollstrasse 6, 8005 Zürich",11.02.2020,zuerich,26.02.2020,23,1.Stock,,,,,,,,1000,210,,10m,10m,,1500m,,,,,,,,,,,,,,,,,,,,,,,,, +14714029,Dachwohnung,1480,2,01.05.2020,NaN,"Winterthurerstrasse 400, 8051 Zürich",11.02.2020,zuerich,26.02.2020,55,2.Stock,1,,,,,,,1285,195,,200m,500m,,2500m,,,,,,,,,,,,,,,,,,,,,,,,, +22928845,Wohnung,2050,3.5,01.05.2020,NaN,"Salerstrasse 21, 8050 Zürich",11.02.2020,zuerich,26.02.2020,70,2.Stock,1,,,1,,,,1860,190,,260m,200m,,1000m,500m,700m,,,,,,,,,,1,,,,,,,,,,,,, +22927074,Wohnung,990,1,01.04.2020,NaN,"Gubelstrasse, 8050 Zürich",11.02.2020,zuerich,26.02.2020,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22930153,Wohnung,4180,5,01.04.2020,3,"Kinkelstrasse 40, 8006 Zürich",11.02.2020,zuerich,26.02.2020,101,3.Stock,1,,1935,1,,,,3880,300,1,230m,130m,1,,100m,500m,200m,,,,,,,,,1,,,,,,,,,,,,, +22928770,Wohnung,1714,2.5,,NaN,8049 Zürich,11.02.2020,zuerich,26.02.2020,58,2.Stock,,,,,,,,1425,289,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22928851,Wohnung,2850,4.5,01.05.2020,4,"Caspar-Wüst-Strasse 69, 8052 Zürich",11.02.2020,zuerich,26.02.2020,104,2.Stock,1,,2014,1,1,1,,2650,200,1,,,,,,,,,,,,,,140,,1,,,,,,,,,,,,, +22931011,Wohnung,2870,3,01.04.2020,4,"Im Trichtisal 11a, 8053 Zürich",,zuerich,26.02.2020,79,1.Stock,,,2020,1,1,,,,,1,240m,1000m,1,8500m,220m,1200m,1200m,,,,1,,,,,1,,,,,,,,,,,,, +22928825,Wohnung,3995,3.5,01.06.2020,NaN,"Mainaustrasse 49, 8008 Zürich",11.02.2020,zuerich,26.02.2020,121,1.Stock,1,,,,1,,1,3615,380,1,100m,100m,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22928822,Attika,6400,,01.04.2020,3,"Limmatstrasse 213, 8005 Zürich",11.02.2020,zuerich,26.02.2020,160,5.Stock,1,,2012,1,,1,,6000,400,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22925203,Wohnung,1490,1.5,01.05.2020,NaN,"Hügelstrasse 43, 8002 Zürich ZH",11.02.2020,zuerich,26.02.2020,35,2.Stock,,,,,,,,1310,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013625,Wohnung,3400,4.5,nachVereinbarung,NaN,8003 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22926908,Wohnung,1410,1.5,01.05.2020,NaN,"Bändlistrasse 71, 8064 Zürich",,zuerich,26.02.2020,30,EG,1,,,,,1,,1280,130,1,1750m,330m,,,800m,1060m,,,,,,,,,,,,,,,,,,,,,,, +22926819,Wohnung,2607,4.5,01.05.2020,4,"Heerenschürlistrasse 8, 8051 Zürich",11.02.2020,zuerich,26.02.2020,98,1.Stock,,,2014,,,,,2277,330,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001268,Wohnung,1700,2.5,nachVereinbarung,NaN,8038 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22925453,Wohnung,2100,2.5,nachVereinbarung,NaN,8003 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22925447,Wohnung,1750,3.5,nachVereinbarung,NaN,8008 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22927000,Wohnung,2230,3.5,01.04.2020,NaN,"Binzstrasse, 8045 Zürich",11.02.2020,zuerich,26.02.2020,68,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22925945,Wohnung,250,2.5,nachVereinbarung,NaN,8045 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22925339,Studio,550,1,nachVereinbarung,NaN,8037 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924665,Wohnung,1560,1,sofort,NaN,8004 Zürich ZH,11.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22997976,Wohnung,1457,1.5,01.04.2020,NaN,"Überlandstrasse 285, 8051 Zürich",11.02.2020,zuerich,26.02.2020,53,3.Stock,1,,,,,1,,1327,130,,,,,,,,,,,,,,,50,,,,,,,,,,,,,,, +22923926,Wohnung,1700,1.5,nachVereinbarung,NaN,8004 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924596,Wohnung,1500,1.5,nachVereinbarung,NaN,8037 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924321,Wohnung,1090,1,16.04.2020,NaN,"Wallisellenstrasse 333, 8050 Zürich ZH",11.02.2020,zuerich,26.02.2020,16,4.Stock,1,1,2012,1,1,1,,,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22924594,Wohnung,1410,1,01.04.2020,NaN,8001 Zürich ZH,11.02.2020,zuerich,26.02.2020,25,4.Stock,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924668,Wohnung,725,1,sofort,NaN,8057 Zürich ZH,11.02.2020,zuerich,26.02.2020,1,2.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924597,Wohnung,2300,1.5,nachVereinbarung,NaN,8005 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924768,Wohnung,1450,2.5,sofort,NaN,"Maneggpromenade 82, 8041 Zürich",11.02.2020,zuerich,26.02.2020,,,,,,1,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22926821,Wohnung,2575,2.5,01.04.2020,NaN,"Hohlstrasse 104, 8004 Zürich",11.02.2020,zuerich,26.02.2020,49,4.Stock,,,,,,,,2420,155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22956170,Wohnung,3145,3.5,nachVereinbarung,NaN,8046 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22921964,Maisonette,4171,4.5,,5,"Loorenstrasse 62, 8053 Zürich",10.02.2020,zuerich,26.02.2020,147,EG,,,2018,1,1,1,,3906,265,1,450m,450m,1,6000m,700m,700m,,,,,,,,,,1,,,,,,,,,,,,, +22920109,Wohnung,3560,4,01.03.2020,NaN,"Klosbachstrasse 10, 8032 Zürich",10.02.2020,zuerich,26.02.2020,98,2.Stock,,,,,,,,3320,240,1,,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22920909,Wohnung,3670,4,nachVereinbarung,NaN,"Seestr. 160, 8002 Zürich",10.02.2020,zuerich,26.02.2020,100,2.Stock,,,1996,,1,1,,3400,270,,10m,1000m,,1000m,1000m,700m,1200m,,,,,,,,,,,,,,,,,,,,,, +22920922,Wohnung,4918,4,nachVereinbarung,NaN,"Hadlaubstr. 62, 8006 Zürich",10.02.2020,zuerich,26.02.2020,,1.Stock,,,1924,,,,,3868,1050,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22923313,Wohnung,2700,4.5,16.05.2020,4,"Oerlikonerstrasse 58b, 8057 Zürich",11.02.2020,zuerich,26.02.2020,91,2.Stock,,,2001,,,,,2450,250,,20m,20m,,,160m,300m,500m,,,,,,,,,,,,,,,,,,,,,, +22922501,Wohnung,2180,3.5,01.05.2020,NaN,"Eisfeldstrasse 20, 8050 Zürich",10.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,1900,280,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22918971,Wohnung,2640,3.5,01.04.2020,4,"Regensdorferstrasse 72, 8049 Zürich",10.02.2020,zuerich,26.02.2020,66,2.Stock,1,,2018,1,1,,,2440,200,1,10m,700m,,3500m,,700m,700m,,,,,,,,,,,,,,,,,,,,,, +23021870,Wohnung,1705,3,,5,"Mühlezelgstrasse 26, 8047 Zürich",10.02.2020,zuerich,26.02.2020,60,1.Stock,,,1971,,,,,1500,205,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22918972,Wohnung,1945,3,,NaN,"Jungholzstrasse 34, 8050 Zürich",10.02.2020,zuerich,26.02.2020,58,EG,,,,1,,,,1761,184,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22918963,Wohnung,3550,5,sofort,NaN,"Rainstrasse 91, 8038 Zürich",10.02.2020,zuerich,26.02.2020,147,1.Stock,1,,,1,1,,1,3200,350,,450m,450m,,,300m,300m,,,,,,,,147,,1,,,,,,,,,,,,, +22920040,Wohnung,3330,4.5,nachVereinbarung,5,"Hädrichstr. 6, 8047 Zürich",10.02.2020,zuerich,26.02.2020,123,3.Stock,1,,2012,,1,,,3070,260,1,300m,210m,1,,1000m,1100m,1300m,,,,1,,,,,1,,1,,,,,,,,,,, +22918967,Wohnung,2390,3.5,01.04.2020,3,"Holderbachweg 21, 8046 Zürich",10.02.2020,zuerich,26.02.2020,86,2.Stock,1,,1978,1,,,,,,,200m,200m,,600m,,,,,,,,,,,,,,,,,,,,,,,,, +22918941,Maisonette,1840,2,,5,"Tüfweg 2, 8044 Gockhausen",10.02.2020,zuerich,26.02.2020,77,2.Stock,1,,1996,1,,,,1680,160,,100m,,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22916734,Wohnung,2060,3.5,nachVereinbarung,NaN,"Wehntalerstrasse 404, 8046 Zürich",10.02.2020,zuerich,26.02.2020,75,1.Stock,1,,,1,,1,,1890,170,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22920022,Loft,2280,1.5,nachVereinbarung,5,"Hädrichstr. 8, 8047 Zürich",10.02.2020,zuerich,26.02.2020,81,EG,1,,2012,,1,,,2080,200,1,300m,210m,1,,1000m,1100m,1300m,,,,1,,,,,1,,1,,,,,,,,,,, +22918465,Wohnung,1100,,nachVereinbarung,NaN,"Birmensdorferstrasse 419, 8055 Zürich",10.02.2020,zuerich,26.02.2020,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22921080,Wohnung,2880,2.5,sofort,3,"Klausstrasse 49, 8008 Zürich",10.02.2020,zuerich,26.02.2020,70,1.Stock,1,,1957,,,,,2650,230,1,100m,250m,,,200m,600m,400m,,,,,,,,,,,,,,,,,,,,,, +22918951,Dachwohnung,2700,2.5,01.05.2020,NaN,"Scheuchzerstrasse 69, 8006 Zürich",10.02.2020,zuerich,26.02.2020,60,5.Stock,1,,,1,,,,2500,200,1,50m,30m,,,,,,,,,,,,85,,,,,,,,,,,,,,, +23018827,Wohnung,3680,3.5,,3,8005 Zürich,10.02.2020,zuerich,26.02.2020,94,,,,2013,,,,,3600,80,,300m,100m,,1000m,200m,200m,,,,1,,,,111,,,,,,,,,,,,,,, +22915965,Wohnung,1200,1,sofort,NaN,"Sempacherstr, 8032 Zürich ZH",10.02.2020,zuerich,26.02.2020,14,4.Stock,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22916033,Wohnung,3630,3.5,nachVereinbarung,NaN,8004 Zürich ZH,08.02.2020,zuerich,26.02.2020,86,3.Stock,,,,1,,,,3400,230,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22909903,Wohnung,3695,4.5,01.06.2020,5,"Im Glockenacker 39, 8053 Zürich",08.02.2020,zuerich,26.02.2020,129,1.Stock,1,,2020,1,1,1,,3395,300,1,150m,150m,1,,300m,300m,300m,,,,,,,146,,1,,,,,,,,,,,,, +22916032,Wohnung,590,1,nachVereinbarung,NaN,8037 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22915888,Wohnung,1000,1.5,nachVereinbarung,NaN,8006 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22915977,Wohnung,925,3.5,nachVereinbarung,NaN,8052 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22931240,Wohnung,3629,4.5,nachVereinbarung,NaN,"Samariterstrasse 18, 8032 Zürich ZH",10.02.2020,zuerich,26.02.2020,,4.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22915967,Wohnung,955,1,nachVereinbarung,NaN,8006 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22914721,Wohnung,3485,2.5,nachVereinbarung,NaN,"Brandschenkestrasse, 8002 Zürich",09.02.2020,zuerich,26.02.2020,88,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22915981,Maisonette,3600,4.5,nachVereinbarung,NaN,8006 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22907630,Wohnung,2100,2.5,sofort,NaN,8044 Zürich ZH,07.02.2020,zuerich,26.02.2020,49,3.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22907348,Wohnung,2150,3.5,sofort,NaN,8055 Zürich ZH,07.02.2020,zuerich,26.02.2020,80,1.Stock,1,1,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22908783,Wohnung,4030,4.5,nachVereinbarung,4,"Akazienstrasse 6, 8008 Zürich",,zuerich,26.02.2020,115,3.Stock,1,,1997,,,,,3690,340,1,100m,350m,1,,400m,400m,1200m,,,,,,,,,1,,,,,,,,,,,,, +22909883,Wohnung,2680,3,04.05.2020,4,"Splügenstrasse 9, 8002 Zürich",08.02.2020,zuerich,26.02.2020,68,1.Stock,1,,1930,1,,,,2430,250,1,200m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22908786,Wohnung,2330,3.5,01.05.2020,5,"Forchstrasse 331/333, 8008 Zürich",07.02.2020,zuerich,26.02.2020,81,2.Stock,1,,1971,,,,,2100,230,1,10m,10m,1,4000m,,,,,,,,,,,,,,,,,,,,,,,,, +22907874,Wohnung,1280,1,sofort,3,"Schäracher 2, 8053 Zürich ZH",07.02.2020,zuerich,26.02.2020,25,3.Stock,,,1984,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22907641,Wohnung,aufAnfrage,,nachVereinbarung,NaN,"Südstrasse 7, 8008 Zürich ZH",07.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22908782,Wohnung,4065,4.5,01.03.2020,4,"Akazienstrasse 6, 8008 Zürich",07.02.2020,zuerich,26.02.2020,116,3.Stock,1,,1997,,,,,3720,345,1,100m,350m,1,,400m,400m,1200m,,,,,,,,,1,,,,,,,,,,,,, +22907639,Wohnung,600,1,sofort,NaN,"Im Holzerhurd 42, 8046 Zürich ZH",07.02.2020,zuerich,26.02.2020,16,EG,1,,1975,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22907408,Wohnung,4030,4.5,,NaN,8008 Zürich,07.02.2020,zuerich,26.02.2020,115,3.Stock,,,,,,,,3690,340,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22898777,Wohnung,1600,2.5,nachVereinbarung,NaN,8032 Zürich ZH,07.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22905958,Wohnung,650,1,nachVereinbarung,NaN,8001 Zürich ZH,07.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22918091,Wohnung,1140,1,01.03.2020,NaN,"Hallwylstrasse 40, 8004 Zürich",,zuerich,26.02.2020,20,4.Stock,,,,,,,,1020,120,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22906749,Dachwohnung,2150,3.5,01.04.2020,5,"Funkackerstrasse 15, 8050 Zürich",07.02.2020,zuerich,26.02.2020,100,2.Stock,,,1931,,,,,1900,250,,300m,800m,,300m,200m,200m,1000m,,,,,,,,,1,,,,,,,,,,,,, +22903019,Wohnung,1220,1,nachVereinbarung,NaN,"Jakob Füglistrasse 16, 8048 Zürich",,zuerich,26.02.2020,26,2.Stock,,,,1,,,,1100,120,1,100m,500m,,2000m,450m,300m,850m,,,,,,,,,,,,,,,,,,,,,, +22906737,Wohnung,4250,2.5,,2,"Limmatstrasse 260, 8005 Zürich",07.02.2020,zuerich,26.02.2020,95,17.Stock,1,,2013,,1,,,3800,450,1,50m,150m,,4000m,300m,450m,450m,,,,,,,,,,,,,,,,,,,,,, +22898798,Wohnung,1200,2.5,sofort,NaN,"Grossalbis, 8045 Zürich",07.02.2020,zuerich,26.02.2020,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22925974,Wohnung,1860,4,,NaN,8052 Zürich,07.02.2020,zuerich,26.02.2020,,EG,,,,,,,,1650,210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22908984,Wohnung,3460,4.5,01.04.2020,3,"Max Bill-Platz 13, 8050 Zürich",07.02.2020,zuerich,26.02.2020,125,5.Stock,1,1,2006,1,1,,,3200,260,1,50m,50m,1,,50m,50m,50m,,,,,,,,,1,,,,,,,,,,,,, +22903412,Wohnung,2210,1,01.03.2020,NaN,"Weite Gasse 6, 8001 Zürich",,zuerich,26.02.2020,45,4.Stock,1,,,,,,,2180,30,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22904407,Wohnung,1855,3,01.03.2020,NaN,"Fellenbergstrasse 303, 8047 Zürich",07.02.2020,zuerich,26.02.2020,,EG,,,,,,,,1635,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22901179,Wohnung,1780,2.5,01.05.2020,4,"Nansenstrasse 7, 8050 Zürich",06.02.2020,zuerich,26.02.2020,58,4.Stock,1,,1985,1,1,,,1540,240,1,50m,50m,,,500m,500m,500m,,,,,,,,,,,,,,,,,,,,,, +22895114,Maisonette,5500,6,,4,"Wolframplatz 11, 8045 Zürich",06.02.2020,zuerich,26.02.2020,160,EG,1,,2013,1,1,1,,5100,400,1,50m,100m,1,500m,100m,,,,,,,,,,,1,,,,,,,,,,,,, +22895107,Wohnung,1925,2,01.04.2020,NaN,"Universitätsstrasse 110, 8006 Zürich",06.02.2020,zuerich,26.02.2020,,5.Stock,,,,,,,,1715,210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22901081,Wohnung,2230,4,nachVereinbarung,NaN,"Birmensdorferstrasse 419, 8055 Zürich",06.02.2020,zuerich,26.02.2020,77,1.Stock,,,,1,,,,2115,115,1,2m,500m,,1700m,600m,750m,750m,,,,,,,,,1,,,,,,,,,,,,, +22895771,Wohnung,1150,1,01.05.2020,NaN,"Buckhauserstrasse 1, 8048 Zürich ZH",06.02.2020,zuerich,26.02.2020,13,5.Stock,1,,1999,1,1,,,960,190,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22900194,Dachwohnung,4140,4.5,01.05.2020,NaN,"Agnesstrasse 4, 8004 Zürich",06.02.2020,zuerich,26.02.2020,112,5.Stock,,,,1,,1,,3890,250,1,,,,,,,,,10,,,,,,,,,,,,,,,,,,,, +22899930,Wohnung,3810,4,01.04.2020,3,"Kinkelstrasse 40, 8006 Zürich",06.02.2020,zuerich,26.02.2020,90,2.Stock,1,,1935,,,,,3490,320,1,230m,130m,1,,100m,500m,200m,,,,,,,,,1,,,,,,,,,,,,, +22896626,Wohnung,1200,1,nachVereinbarung,NaN,8044 Zürich ZH,06.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22895978,Wohnung,1800,3,nachVereinbarung,NaN,8049 Zürich ZH,06.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22904403,Wohnung,6180,7,,5,"Toblerstrasse 39, 8044 Zürich",06.02.2020,zuerich,26.02.2020,225,2.Stock,,,1930,,,,,5400,780,,130m,400m,,,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22893414,Wohnung,2570,4,01.04.2020,4,"Arianestrasse 17, 8052 Zürich",06.02.2020,zuerich,26.02.2020,102,,,,2013,,,,,2370,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22904404,Wohnung,6380,7,,5,"Toblerstrasse 39, 8044 Zürich",06.02.2020,zuerich,26.02.2020,220,3.Stock,,,1930,,,,,5600,780,,130m,400m,,,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22901531,Wohnung,3550,2.5,01.03.2020,4,"Ernastrasse 30, 8004 Zürich",06.02.2020,zuerich,26.02.2020,90,5.Stock,,,2017,1,,,,3250,300,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22894779,Wohnung,1680,2,nachVereinbarung,NaN,8003 Zürich ZH,06.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22900516,Attika,4100,3.5,01.05.2020,4,"Eichstrasse 27, 8045 Zürich",06.02.2020,zuerich,26.02.2020,142,4.Stock,1,,1955,,1,1,,3800,300,1,200m,400m,1,,800m,200m,600m,,,,,,,,,,,,,,,,,,,,,, +22894780,Wohnung,1600,3,sofort,NaN,"Heidwiesen 17, 8051 Zürich ZH",06.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,1400,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22894589,Wohnung,1584,2.5,01.04.2020,NaN,"Wasserschöpfi, 8055 Zürich",06.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22892887,Wohnung,1620,2.5,01.03.2020,NaN,"Felsenrainstrasse 77, 8052 Zürich",06.02.2020,zuerich,26.02.2020,67,EG,,,,1,1,,,,,,100m,500m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22893803,Wohnung,1400,1,01.04.2020,NaN,"Untere Zäune 15, 8001 Zürich",06.02.2020,zuerich,26.02.2020,,1.Stock,1,,1955,,,,,1260,140,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22891591,Wohnung,1550,1,01.03.2020,NaN,"Käferholzstrasse 38, 8057 Zürich ZH",06.02.2020,zuerich,26.02.2020,15,4.Stock,,,2015,1,1,1,,1200,350,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +22889791,Wohnung,3470,4,nachVereinbarung,NaN,8004 Zürich ZH,05.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22902847,Wohnung,2135,3,01.04.2020,5,"Auhofstrasse 7, 8051 Zürich",05.02.2020,zuerich,26.02.2020,96,4.Stock,,,1999,,,,,1920,215,,190m,450m,1,1000m,1000m,1000m,2900m,,,,,,,,,,,,,,,,,,,,,, +22891026,Maisonette,4000,2.5,sofort,NaN,"Zwinglistrasse, 34, 8004 Zürich",06.02.2020,zuerich,26.02.2020,90,2.Stock,,,,1,,1,,3750,250,,,,1,,,,,,,,,,,120,,,,,,,,,,,,,,, +22891049,Wohnung,1642,3,sofort,NaN,"Friedrichstrasse 16, 8051 Zürich",06.02.2020,zuerich,26.02.2020,60,EG,1,,,1,,,,1450,192,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22891023,Wohnung,1890,1.5,sofort,NaN,"Bremgartnerstrasse 15, 8003 Zürich",06.02.2020,zuerich,26.02.2020,,EG,1,,,1,,1,,1790,100,1,50m,100m,1,2000m,100m,100m,100m,,,,,,,,,,,,,,,,,,,,,, +22891619,Wohnung,900,1,01.04.2020,5,"Saumstr. 20, 8003 Zürich ZH",06.02.2020,zuerich,26.02.2020,20,3.Stock,1,,1934,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009501,Wohnung,950,1,01.04.2020,NaN,"Altstetterstrasse 224, 8048 Zürich ZH",06.02.2020,zuerich,26.02.2020,15,2.Stock,,,,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22891644,Wohnung,700,1,sofort,NaN,8046 Zürich ZH,06.02.2020,zuerich,26.02.2020,13,2.Stock,1,1,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22891032,Wohnung,2895,1.5,01.07.2020,NaN,"Mainaustrasse 49, 8008 Zürich",06.02.2020,zuerich,26.02.2020,68,3.Stock,1,,,1,1,,1,2695,200,1,100m,100m,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +23022714,Wohnung,2350,4.5,nachVereinbarung,NaN,8053 Zürich,05.02.2020,zuerich,26.02.2020,105,3.Stock,,,,1,,,,2100,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22899918,Wohnung,3800,3.5,01.04.2020,2,"Feldstrasse 60, 8004 Zürich",,zuerich,26.02.2020,88,4.Stock,1,,1898,1,,,,3550,250,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22888864,Maisonette,3900,7,,NaN,"Tulpenstrasse 37, 8051 Zürich",05.02.2020,zuerich,26.02.2020,145,2.Stock,1,,,1,,,,3500,400,,230m,500m,,750m,450m,100m,100m,,,,,,,,,1,,,,,,,,,,,,, +22900520,Wohnung,1550,1.5,01.03.2020,NaN,"Hohlstrasse 104, 8004 Zürich",,zuerich,26.02.2020,23,2.Stock,,,,,,,,1476,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22888862,Wohnung,1650,2,01.05.2020,NaN,"Schöneichstrasse 7, 8051 Zürich",05.02.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1470,180,1,53m,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22888861,Wohnung,1390,2,sofort,NaN,"SAATLENSTRASSE 19, 8051 Zürich",05.02.2020,zuerich,26.02.2020,,3.Stock,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22888324,Wohnung,2860,3,nachVereinbarung,NaN,8032 Zürich ZH,05.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22900703,Wohnung,3693,4.5,nachVereinbarung,4,"Hohlstrasse 513, 8048 Zürich",05.02.2020,zuerich,26.02.2020,128,7.Stock,,,2010,,,,,3340,353,1,,,,,,,,,,,,,,,,,,,,,,307m³,,,,,,, +22888328,Maisonette,1330,4.5,nachVereinbarung,NaN,8047 Zürich ZH,05.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22889108,Wohnung,1600,2,sofort,NaN,"Gubelstrasse 29, 8050 Zürich",05.02.2020,zuerich,26.02.2020,35,EG,,,,,,,,1520,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22884923,Wohnung,1680,3,16.03.2020,3,"Hirzenbachstrasse 24, 8051 Zürich",04.02.2020,zuerich,26.02.2020,55,2.Stock,,,1957,1,,,,1440,240,,150m,100m,,1300m,150m,,,,,,,,,,,,,,,,,,,,,,,, +22884906,Terrassenwohnung,2400,2.5,,5,"Büchnerstrasse 18, 8006 Zürich",04.02.2020,zuerich,26.02.2020,70,,1,,1911,1,,,1,,,,200m,400m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22884903,Wohnung,3454,3.5,01.04.2020,5,"Dienerstrasse 59, 8004 Zürich",04.02.2020,zuerich,26.02.2020,94,3.Stock,,,2015,1,,,,3134,320,1,300m,200m,,4000m,100m,100m,200m,,,,,,,,,,,,,,,,,,,,,, +22885766,Wohnung,2870,3.5,01.04.2020,NaN,"Friesenbergstrasse 108, 8055 Zürich",,zuerich,26.02.2020,,3.Stock,1,,,1,,,1,2650,220,1,50m,500m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22884901,Wohnung,2150,4,sofort,NaN,"Anwandstrasse 60, 8004 Zürich",04.02.2020,zuerich,26.02.2020,75,4.Stock,1,,,,,,,,,1,50m,150m,,,,150m,,,,,,,,,,,,,,,,,,,,,,, +22885619,Wohnung,1790,3,01.03.2020,NaN,"Frohburgstrasse 311, 8057 Zürich ZH",05.02.2020,zuerich,26.02.2020,70,1.Stock,1,,,1,,1,,1540,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22884908,Wohnung,2700,3,01.03.2020,NaN,"Nebelbachstrasse 9, 8008 Zürich",04.02.2020,zuerich,26.02.2020,65,1.Stock,1,,,1,,,,2550,150,,20m,30m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22884054,Wohnung,3000,2.5,nachVereinbarung,4,8005 Zürich,04.02.2020,zuerich,26.02.2020,74,2.Stock,1,,2016,1,1,,,2700,300,1,,,,,,,,255cm,29,,,,,,,,,,,,,,,,,,,, +22885772,Wohnung,2590,3.5,01.05.2020,5,"Grosswiesenstrasse 145, 8051 Zürich",04.02.2020,zuerich,26.02.2020,99,4.Stock,,,2018,1,1,,,2390,200,1,40m,20m,,3m,,,,,,,1,,,,,1,,,,,,,,,,,,, +22884900,Dachwohnung,2650,2.5,sofort,NaN,"Weststrasse 160, 8003 Zürich",04.02.2020,zuerich,26.02.2020,74,3.Stock,,,,,,,,2500,150,,,,,,,,,,,,,,,72,,,,,,,,,,,,,,, +22883979,Wohnung,1730,2,01.04.2020,5,"Stodolastr. 15, 8053 Zürich",04.02.2020,zuerich,26.02.2020,62,EG,1,,1965,,,,,1425,305,,100m,300m,1,,800m,700m,1000m,,,,,,,,,1,,,,,,,,,,,,, +22880785,Wohnung,1200,3,01.04.2020,NaN,"Birmensdorferstr. 182, 8055 Zürich",04.02.2020,zuerich,26.02.2020,76,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22881977,Wohnung,2800,4.5,sofort,NaN,"Gubelstrasse 29, 8050 Zürich",04.02.2020,zuerich,26.02.2020,93,,,,,1,,,,2700,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023810,Loft,3600,2.5,,3,"Albulastr. 60, 8048 Zürich",04.02.2020,zuerich,26.02.2020,110,13.Stock,1,,2009,,1,,,3250,350,1,100m,550m,1,,200m,200m,900m,,,,1,,,,,1,,,,,,,,,,,,, +22881482,Wohnung,1620,1,nachVereinbarung,2,8050 Zürich ZH,04.02.2020,zuerich,26.02.2020,26,3.Stock,1,,2012,1,,,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +22884157,Wohnung,1670,1.5,nachVereinbarung,4,"Stampfenbachstr. 67, 8006 Zürich",04.02.2020,zuerich,26.02.2020,44,1.Stock,1,,1930,,,1,,1500,170,1,200m,150m,1,,1000m,800m,800m,,,,,,,,,,,,1,,,,,,,,,, +22881331,Wohnung,2770,3,16.04.2020,NaN,"Zürichbergstrasse 72, 8044 Zürich",04.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,2460,310,,100m,100m,,,200m,200m,,,,,,,,,,,,,,,,,,,,,,, +22881480,Wohnung,1080,1,01.03.2020,NaN,"Seestrasse, 8038 Zürich ZH",04.02.2020,zuerich,26.02.2020,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22880410,Wohnung,1495,3,15.04.2020,NaN,"Bächlerstrasse 5, 8046 Zürich",04.02.2020,zuerich,26.02.2020,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22882286,Wohnung,3600,2.5,nachVereinbarung,NaN,8048 Zürich ZH,04.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22882330,Wohnung,2700,4,nachVereinbarung,4,"Im Glockenacker 58, 8053 Zürich",04.02.2020,zuerich,26.02.2020,102,1.Stock,,,1973,,1,,,2420,280,1,300m,700m,1,,700m,800m,800m,,,,,,,,,1,,,,,,,,,,,,, +22874404,Wohnung,1470,1,01.04.2020,2,"Obstgartenstr. 40, 8006 Zürich",03.02.2020,zuerich,26.02.2020,25,1.Stock,,,1958,,,,,1400,70,1,300m,500m,,,700m,,,,,,,,,,,,,,,,,,,,,,,, +22875233,Wohnung,2730,2.5,01.04.2020,4,"Birmensdorferstrasse 458, 8055 Zürich",03.02.2020,zuerich,26.02.2020,80,3.Stock,,,2018,1,1,,,2500,230,1,100m,100m,,,700m,600m,,,,,,,,,,,,,,,,,,,,,,, +22921933,Wohnung,4720,4.5,01.04.2020,4,"Winterthurerstrasse 83, 8006 Zürich",03.02.2020,zuerich,26.02.2020,116,2.Stock,1,,2015,1,1,,,4420,300,1,57m,10m,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22875235,Wohnung,1558,2.5,,5,"Birchstrasse, 8057 Zürich",03.02.2020,zuerich,26.02.2020,54,3.Stock,,,1921,,,,,,,,200m,700m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22875232,Wohnung,1600,1.5,01.04.2020,NaN,"Birmensdorferstrasse 458, 8055 Zürich",03.02.2020,zuerich,26.02.2020,32,Untergeschoss,,,2018,,1,,,1500,100,1,100m,100m,,,700m,600m,,,,,,,,,,,,,,,,,,,,,,, +22879444,Wohnung,1490,1,01.04.2020,NaN,"Predigerplatz 34, 8001 Zürich",04.02.2020,zuerich,26.02.2020,22,,1,,,,,,,1365,125,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22876443,Wohnung,35,1.5,nachVereinbarung,NaN,8008 Zürich ZH,04.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22878096,Wohnung,1900,2.5,05.07.2020,5,"Albisriederstrasse 183, 8047 Zürich",04.02.2020,zuerich,26.02.2020,58,2.Stock,1,1,2015,1,,,,1700,200,1,50m,400m,,3000m,,,,,,,1,,,,,,,,,,,,,,,,,, +22875212,Maisonette,5200,4.5,01.04.2020,2,"Heinrichstrasse 112, 8005 Zürich",03.02.2020,zuerich,26.02.2020,126,3.Stock,1,,1886,1,,,,,,,100m,300m,1,1000m,100m,100m,500m,,,,,,,155,,1,,,,,,,,,,,,, +22871608,Wohnung,1680,1,01.04.2020,NaN,"Seefeldstrasse 255, 8008 Zürich",03.02.2020,zuerich,26.02.2020,30,4.Stock,,,,1,,,,,,1,100m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22874365,Wohnung,2190,3.5,01.04.2020,NaN,"Fellenbergstrasse 317, 8047 Zürich",03.02.2020,zuerich,26.02.2020,72,1.Stock,,,,,,,,1900,290,,400m,250m,,3500m,400m,650m,400m,,,,,,,,,,,,,,,,,,,,,, +22871634,Wohnung,1530,3,,NaN,"Schärenmoosstrasse 12, 8052 Zürich",03.02.2020,zuerich,26.02.2020,64,,1,,,1,,,,1310,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871625,Wohnung,2450,2.5,01.05.2020,3,"Limmattalstr 42, 8049 Zürich",03.02.2020,zuerich,26.02.2020,66,1.Stock,,,1934,1,,,,2300,150,1,100m,400m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22872950,Wohnung,1470,1,,NaN,8006 Zürich,03.02.2020,zuerich,26.02.2020,25,1.Stock,,,,,,,,1400,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871613,Terrassenwohnung,3860,3.5,01.04.2020,4,"Sempacherstrasse 37, 8032 Zürich",03.02.2020,zuerich,26.02.2020,100,1.Stock,1,,2011,1,1,,,3490,370,1,,,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22904987,Wohnung,1344,1,01.04.2020,NaN,"Küngenmatt 21, 8055 Zürich",03.02.2020,zuerich,26.02.2020,,EG,1,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22871540,Wohnung,3050,4.5,10.03.2020,4,"Thurwiesenstrasse 7, 8037 Zürich",03.02.2020,zuerich,26.02.2020,90,1.Stock,,,1920,1,,,,,,1,100m,100m,,,,,,,,,,,,90,,1,,,,,,,,,,,,, +22873005,Wohnung,183,1,nachVereinbarung,NaN,8003 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22874388,Wohnung,5050,3.5,01.04.2020,NaN,"Seefeldstr. 116, 8008 Zürich",03.02.2020,zuerich,26.02.2020,102,5.Stock,1,,,,1,,,4750,300,1,130m,80m,,,200m,200m,800m,,,,1,,,,,1,,1,,,,,,,,,,, +22870521,Wohnung,200,1,nachVereinbarung,NaN,8055 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22869877,Wohnung,2690,5.5,nachVereinbarung,NaN,8050 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871078,Wohnung,1900,1.5,01.04.2020,NaN,"Berninastrasse 58, 8057 Zürich",03.02.2020,zuerich,26.02.2020,26,4.Stock,,,2018,,,,,1820,80,,180m,280m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871062,Wohnung,3420,5.5,nachVereinbarung,6,"Florastrasse 38, 8008 Zürich",03.02.2020,zuerich,26.02.2020,129,1.Stock,,,1969,,,,,2990,430,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22870905,Wohnung,6980,4.5,01.12.2020,2,"Susenbergstrasse 90, 8044 Zürich",03.02.2020,zuerich,26.02.2020,151,1.Stock,1,,2015,1,1,,1,6600,380,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22870393,Attika,3500,,04.05.2020,NaN,8046 Zürich,03.02.2020,zuerich,26.02.2020,164,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871597,Wohnung,3375,2.5,01.03.2020,NaN,"Hafnerstrasse 7, 8005 Zürich",03.02.2020,zuerich,26.02.2020,69,1.Stock,,,,,,,,3200,175,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871077,Wohnung,3350,4.5,16.04.2020,5,"Anemonenstrasse 40 H, 8047 Zürich",03.02.2020,zuerich,26.02.2020,129,3.Stock,1,,2007,,,,,2950,400,1,300m,400m,,,200m,600m,600m,,,,,,,,,,,,,,,,,,,,,, +22868744,Wohnung,3860,3.5,nachVereinbarung,3,"Sempacherstrasse 50, 8032 Zürich",,zuerich,26.02.2020,105,3.Stock,1,,1951,,,,,3594,266,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871057,Wohnung,2022,3,01.05.2020,4,"Haldenstrasse 173, 8055 Zürich",03.02.2020,zuerich,26.02.2020,62,4.Stock,,,1927,,,,,1830,192,,200m,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867162,Wohnung,1913,2.5,nachVereinbarung,NaN,8049 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867219,Wohnung,2900,3,nachVereinbarung,NaN,8001 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867087,Wohnung,1980,3.5,nachVereinbarung,NaN,8049 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22868763,Wohnung,1890,1.5,01.03.2020,NaN,"Hafnerstrasse 7, 8005 Zürich",03.02.2020,zuerich,26.02.2020,28,1.Stock,,,,,,,,1820,70,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,, +22867072,Wohnung,1000,1,01.04.2020,NaN,"Sperletweg, 8052 Zürich ZH",03.02.2020,zuerich,26.02.2020,,3.Stock,1,1,,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867430,Wohnung,960,1,nachVereinbarung,NaN,8057 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22868762,Wohnung,4800,3.5,01.03.2020,NaN,"Hafnerstrasse 7, 8005 Zürich",03.02.2020,zuerich,26.02.2020,99,2.Stock,,1,,1,,,,4550,250,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,, +22992847,Wohnung,1000,2,nachVereinbarung,NaN,8004 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867149,Wohnung,588,1,nachVereinbarung,NaN,8045 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867218,Wohnung,2218,3,nachVereinbarung,NaN,8004 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22866896,Wohnung,1600,1.5,nachVereinbarung,NaN,8006 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867068,Wohnung,1300,1,01.03.2020,NaN,"Pfingstweidstrasse 94, 8005 Zürich ZH",03.02.2020,zuerich,26.02.2020,,22.Stock,1,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22975838,Wohnung,1650,2,sofort,NaN,"Bernerstrasse Nord 174, 8064 Zürich",31.01.2020,zuerich,26.02.2020,,2.Stock,,,,1,,1,,,,,230m,400m,,650m,400m,400m,,,,,,,,,,1,,,,,,,,,,,,, +22867159,Wohnung,2035,2.5,nachVereinbarung,NaN,8048 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22860620,Wohnung,2100,3,01.04.2020,NaN,"Calandastrasse 15, 8048 Zürich",,zuerich,26.02.2020,75,1.Stock,,,,1,,1,,1900,200,,80m,70m,,500m,90m,320m,,,,,,,,68,,,,,,,,,,,,,,, +22865644,Maisonette,2385,,15.04.2020,NaN,"Im Altried 3d, 8051 Zürich",02.02.2020,zuerich,26.02.2020,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22861002,Wohnung,2390,2.5,01.05.2020,5,"Schaffhauserstrasse 210, 8057 Zürich",31.01.2020,zuerich,26.02.2020,80,1.Stock,1,,2016,1,1,,,2240,150,1,,,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22863645,Wohnung,1840,2.5,sofort,NaN,"Dübendorfstrasse 211, 8051 Zürich",01.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,1680,160,,160m,250m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22965689,Wohnung,560,1,nachVereinbarung,NaN,8045 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867071,Wohnung,1250,1,sofort,NaN,"Birchstrasse 231, 8052 Zürich ZH",03.02.2020,zuerich,26.02.2020,18,1.Stock,1,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22860567,Wohnung,1772,2,01.05.2020,4,"Steinkluppenweg 3/5, 8057 Zürich",31.01.2020,zuerich,26.02.2020,56,1.Stock,1,,1949,,,,,1450,322,,400m,700m,1,,500m,500m,700m,,,,,,,,,,,,,,,,,,,,,, +22860997,Wohnung,1030,1,nachVereinbarung,NaN,"Waffenplatzstrasse 1, 8002 Zürich",31.01.2020,zuerich,26.02.2020,23,2.Stock,1,,,,,,,900,130,,100m,50m,1,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +23018925,Wohnung,1600,2,,3,"Altwiesenstr. 81, 8051 Zürich",31.01.2020,zuerich,26.02.2020,54,2.Stock,1,,1954,1,1,1,,1380,220,,50m,300m,1,,50m,50m,100m,,,,,,,,,,,,1,,,,,,,,,, +22866895,Wohnung,2250,1.5,sofort,NaN,8045 Zürich ZH,31.01.2020,zuerich,26.02.2020,43,3.Stock,1,,1991,1,1,,,2150,100,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22857919,Wohnung,1295,2.5,16.04.2020,NaN,"Schwellistrasse 59, 8052 Zürich",31.01.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1155,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22899920,Wohnung,1295,2.5,16.04.2020,NaN,"Schwellistrasse 59, 8052 Zürich",31.01.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1155,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22857387,Wohnung,6120,5.5,01.04.2020,3,"Seeblickstrasse 24, 8038 Zürich",31.01.2020,zuerich,26.02.2020,180,,1,1,2014,1,,,,5495,625,1,,,,,,,,,,1,,1,1,,,1,,,,,,,,,,,,, +22859888,Wohnung,3820,4,01.04.2020,NaN,"Neuhausstrasse 12, 8044 Zürich",31.01.2020,zuerich,26.02.2020,140,2.Stock,1,,,1,1,,1,3545,275,1,,,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22859900,Studio,1060,1,,NaN,"Buchzelgstrasse 91, 8053 Zürich",31.01.2020,zuerich,26.02.2020,,EG,1,,,,,,,920,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22857551,Wohnung,4200,4.5,01.04.2020,3,"Spitalgasse 10, 8001 Zürich",31.01.2020,zuerich,26.02.2020,100,2.Stock,1,,1890,1,,1,,,,1,200m,,1,,,,,,,,,,,100,,1,,,,,,,,,,,,, +22852691,Maisonette,2990,4.5,,6,"Im Tobelacker 10d, 8044 Gockhausen",30.01.2020,zuerich,26.02.2020,151,2.Stock,1,,2008,1,1,,1,2700,290,1,180m,2000m,1,5000m,1000m,1000m,3000m,,,,,,,,,1,,,,,,,,,,,,, +22852690,Maisonette,2995,4.5,,6,"Im Tobelacker 10c, 8044 Gockhausen",30.01.2020,zuerich,26.02.2020,151,2.Stock,1,,2008,1,1,,1,2705,290,1,180m,2000m,1,5000m,1000m,1000m,3000m,,,,,,,,,1,,,,,,,,,,,,, +22947890,Wohnung,1240,1.5,sofort,NaN,"Drusbergstrasse 40, 8053 Zürich ZH",31.01.2020,zuerich,26.02.2020,,,1,,,1,,,,1090,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22851552,Maisonette,2460,4.5,01.04.2020,4,"Im Altried 3d, 8051 Zürich",30.01.2020,zuerich,26.02.2020,110,2.Stock,1,,1983,,,,,2125,335,,10m,600m,1,,300m,355m,355m,,,,,,,,,1,,,,,,,,,,,,, +22853584,Wohnung,1285,1,01.05.2020,NaN,"Bolleystrasse 17, 8006 Zürich ZH",30.01.2020,zuerich,26.02.2020,18,2.Stock,1,,,,,,,1150,135,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22857556,Wohnung,3800,3.5,01.04.2020,4,"Turbinenstrasse 26, 8005 Zürich",31.01.2020,zuerich,26.02.2020,101,3.Stock,,,2013,,,,,3470,330,1,200m,400m,,,600m,1000m,,,,,,,,,,,,,,,,,,,,,,, +22853614,Wohnung,1287,1,nachVereinbarung,NaN,8049 Zürich ZH,31.01.2020,zuerich,26.02.2020,89,1.Stock,1,,1982,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22855550,Wohnung,3560,3.5,01.04.2020,NaN,"Am Guggenberg 18, 8053 Zürich",31.01.2020,zuerich,26.02.2020,94,1.Stock,,,,1,1,1,,3250,310,,150m,250m,1,,,100m,,,,,,,,,,,,,,,,,,,,,,, +22852676,Attika,9250,5.5,01.07.2020,NaN,"Tödistrasse 27, 8002 Zürich",30.01.2020,zuerich,26.02.2020,195,5.Stock,,,,1,,,1,8900,350,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867165,Wohnung,2550,3.5,nachVereinbarung,NaN,8051 Zürich ZH,31.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009498,Wohnung,3265,4.5,nachVereinbarung,NaN,"Buchzelgstrasse, 8053 Zürich ZH",30.01.2020,zuerich,26.02.2020,126,,1,,,1,1,,,2975,290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22848137,Wohnung,1722,3,02.03.2020,NaN,"Im Brächli 2, 8053 Zürich",30.01.2020,zuerich,26.02.2020,55,EG,,,,,,,,1500,222,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22848116,Wohnung,2310,2.5,01.05.2020,5,"Freilagerstrasse 99, 8047 Zürich",30.01.2020,zuerich,26.02.2020,76,7.Stock,,,2016,,,,,2090,220,,500m,500m,1,,500m,,,,,,,,,,,,,,,,,,,,,,,, +23018915,Wohnung,1759,3.5,,5,"Wehntalerstrasse 641, 8046 Zürich",30.01.2020,zuerich,26.02.2020,80,1.Stock,1,,1995,1,1,,,1459,300,,100m,200m,1,500m,,,,,,,,,,,,1,,,,,,,,,,,,, +22848095,Dachwohnung,5980,4.5,01.05.2020,NaN,"Sonneggstrasse 47, 8006 Zürich",30.01.2020,zuerich,26.02.2020,110,4.Stock,,,,1,,,,5630,350,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22851528,Wohnung,3010,3,nachVereinbarung,4,"Engimattstrasse 25, 8002 Zürich",30.01.2020,zuerich,26.02.2020,92,EG,1,,1933,,1,,,2700,310,,700m,400m,1,2100m,500m,1100m,900m,,,,,,,,,,,,,,,,,,,,,, +22938373,Wohnung,2300,2.5,nachVereinbarung,NaN,"Michael-Maggi-Strasse 22, 8046 Zürich",,zuerich,26.02.2020,50,1.Stock,,,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22986424,Wohnung,2450,2.5,16.03.2020,NaN,"Pfirsichstrasse 17, 8006 Zürich",30.01.2020,zuerich,26.02.2020,65,5.Stock,,,,,,,,2200,250,1,36m,200m,,800m,,,,,,,,,,,,,,,,,,,,,,,,, +22848125,Wohnung,2490,3.5,,NaN,"Limmattalstr. 51, 8049 Zürich",30.01.2020,zuerich,26.02.2020,80,1.Stock,1,,,1,,,,2340,150,,,,,,,,,,,,,,,80,,,,,,,,,,,,,,, +22851556,Wohnung,2190,3,01.05.2020,NaN,"Bächlerstrasse 62, 8046 Zürich",30.01.2020,zuerich,26.02.2020,69,2.Stock,1,,,1,,,,1940,250,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22848246,Wohnung,2880,3.5,01.04.2020,5,"Ursprungstrasse 1b, 8044 Gockhausen",,zuerich,26.02.2020,102,,,1,2019,1,,1,,2620,230,1,,,1,,,,,,,,1,,,,,1,,,,,,,,,,,,, +22848131,Wohnung,2500,2,sofort,NaN,"Friesstrasse 31/33, 8050 Zürich",29.01.2020,zuerich,26.02.2020,40,,1,,,1,1,1,,,,1,30m,350m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22840856,Wohnung,800,1,01.03.2020,NaN,"Küngenmatt 50, 8055 Zürich ZH",29.01.2020,zuerich,26.02.2020,13,EG,,,1966,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22841277,Wohnung,4390,3.5,01.03.2020,NaN,"Schärenmoosstrasse 76, 8052 Zürich",29.01.2020,zuerich,26.02.2020,124,3.Stock,1,,2015,1,1,,,3990,400,1,50m,20m,1,500m,100m,200m,200m,,,,,,,,,,,,,,,,,,,,,, +22847048,Wohnung,2720,3,01.04.2020,NaN,"Helenastrasse 15, 8008 Zürich ZH",30.01.2020,zuerich,26.02.2020,62,3.Stock,1,,,,,,,2460,260,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22850241,Wohnung,2500,2,sofort,NaN,"Beethovenstrasse 9-11, 8002 Zürich",29.01.2020,zuerich,26.02.2020,45,5.Stock,,,,,,,,,,1,400m,,,,,,,,,,,,,,,,,,1,,,,,,,,,, +22843571,Attika,5081,5.5,01.04.2020,2,"Nidelbadstrasse 2, 8038 Zürich",29.01.2020,zuerich,26.02.2020,180,3.Stock,1,,1960,1,1,1,1,4631,450,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22840857,Wohnung,690,1,01.03.2020,NaN,"Rümlangstrasse 55a, 8052 Zürich ZH",29.01.2020,zuerich,26.02.2020,16,2.Stock,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22846985,Maisonette,5830,5.5,01.05.2020,NaN,"Giacomettistr. 15, 8049 Zürich",29.01.2020,zuerich,26.02.2020,161,3.Stock,,,2006,1,,,1,5300,530,,100m,500m,1,1500m,150m,500m,150m,,,,,,,,,,,,,,,,,,,,,, +22846675,Wohnung,3200,3,01.04.2020,NaN,"Wildbachstrasse 68, 8008 Zürich",30.01.2020,zuerich,26.02.2020,74,2.Stock,1,,,1,,,,2800,400,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22909902,Wohnung,2866,4.5,16.05.2020,NaN,"Honigstrasse 37, 8052 Zürich",28.01.2020,zuerich,26.02.2020,,2.Stock,1,,,1,1,,,2680,186,1,400m,500m,,500m,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22848206,Wohnung,1810,2.5,01.04.2020,NaN,"Schaffhauserstrasse 264, 8057 Zürich",29.01.2020,zuerich,26.02.2020,,2.Stock,1,,1962,,1,1,,1650,160,1,,,,,,,,,,,,,,58,1,,,,,,1,,,,,,1,, +22867270,Wohnung,1500,2.5,nachVereinbarung,NaN,8045 Zürich ZH,28.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22848354,Wohnung,2315,3.5,16.05.2020,5,"Im Walder 15/17, 8008 Zürich",28.01.2020,zuerich,26.02.2020,76,EG,,,1952,,1,,,2035,280,,50m,50m,,,110m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22847640,Wohnung,2050,4.5,01.04.2020,4,"Sihlweidstrasse 62, 8041 Zürich",29.01.2020,zuerich,26.02.2020,80,2.Stock,,,1974,,,,,1750,300,1,330m,330m,1,,350m,200m,,,,,,,,,,,,,,,,,,,,,,, +22833850,Wohnung,1614,2,01.04.2020,6,"Limmattalstrasse 359, 8049 Zürich",28.01.2020,zuerich,26.02.2020,47,1.Stock,1,,2018,,,,,1461,153,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22837280,Wohnung,8200,6.5,,3,8002 Zürich,29.01.2020,zuerich,26.02.2020,260,,,,1911,,,,1,7600,600,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,1, +22937544,Wohnung,2670,2.5,01.04.2020,NaN,"Scheuchzerstrasse 79, 8006 Zürich",28.01.2020,zuerich,26.02.2020,65,EG,,,,1,1,,,2450,220,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22846986,Wohnung,1795,2,nachVereinbarung,4,"Bombachstr. 26, 8049 Zürich",29.01.2020,zuerich,26.02.2020,59,1.Stock,,,1953,,,,,1515,280,,700m,1000m,1,,700m,700m,700m,,,,,,,,,1,,,,,,,,,,,,, +22967885,Wohnung,3479,4.5,01.04.2020,5,"Klosterweg 14, 8044 Zürich",28.01.2020,zuerich,26.02.2020,135,1.Stock,,,1999,1,,,,3189,290,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22830266,Wohnung,4850,3.5,01.04.2020,NaN,"Gustav-Gull-Platz 4, 8004 Zürich ZH",28.01.2020,zuerich,26.02.2020,125,8.Stock,1,1,,1,,,,4500,350,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23024645,Wohnung,1656,3,01.04.2020,NaN,"Herbstweg 72, 8050 Zürich",27.01.2020,zuerich,26.02.2020,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22831635,Wohnung,2290,2.5,15.06.2020,4,"In der Ey 68, 8047 Zürich",28.01.2020,zuerich,26.02.2020,69,,1,,2020,1,,,,2050,240,,150m,150m,1,5000m,500m,500m,750m,,,,1,,,,,,,,,,,,,,,,,, +22831292,Wohnung,4850,6,01.04.2020,NaN,"Universitätstrasse 51, 8006 Zürich",,zuerich,26.02.2020,140,EG,,,,,,,,4500,350,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22834843,Wohnung,1950,2,nachVereinbarung,NaN,8005 Zürich ZH,28.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22830315,Wohnung,1237,1,nachVereinbarung,NaN,8003 Zürich ZH,28.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22829163,Wohnung,2880,4.5,01.04.2020,3,"Zweiackerstrasse 59, 8053 Zürich",27.01.2020,zuerich,26.02.2020,93,2.Stock,1,,1979,1,,,1,2700,180,,50m,800m,1,,100m,1000m,,,,,,,,,,1,,,,,,,,,,,,, +22829579,Wohnung,2650,4.5,01.04.2020,NaN,"Tennmoosstrasse 11, 8044 Gockhausen",27.01.2020,zuerich,26.02.2020,104,EG,,,,,,,,2500,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22831785,Wohnung,2020,3.5,,NaN,8053 Zürich,28.01.2020,zuerich,26.02.2020,78,,,,,,,,,1800,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22833238,Wohnung,2020,3.5,01.04.2020,5,"Buchzelgstrasse 55, 8053 Zürich",28.01.2020,zuerich,26.02.2020,78,EG,,,1970,,,,,1800,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22869622,Wohnung,2980,3.5,sofort,NaN,"Südstrasse 7, 8008 Zürich",27.01.2020,zuerich,26.02.2020,75,1.Stock,,,,1,,1,,2800,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22825950,Wohnung,2111,1.5,01.04.2020,NaN,"Niederdorfstrasse 35, 8001 Zürich",27.01.2020,zuerich,26.02.2020,45,2.Stock,1,,1700,,,,,1871,240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22824034,Wohnung,7330,4.5,01.04.2020,2,"Zollikerstrasse 203c, 8008 Zürich",27.01.2020,zuerich,26.02.2020,158,1.Stock,,,2016,,,,,6730,600,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22823803,Wohnung,1836,2.5,01.05.2020,5,"Arianestrasse 19, 8052 Zürich",27.01.2020,zuerich,26.02.2020,67,4.Stock,,,2013,,,,,1711,125,1,,,1,,,,,,,,1,,,,,1,,,,,,,,,,,,, +22848565,Wohnung,1790,2.5,01.04.2020,NaN,"Schwammendingerstr. 81, 8050 Zürich",27.01.2020,zuerich,26.02.2020,60,3.Stock,1,,,1,,,,1590,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22825626,Wohnung,3545,3.5,01.04.2020,4,"Pestalozzistrasse 41, 8032 Zürich",27.01.2020,zuerich,26.02.2020,92,3.Stock,,,1940,,,,,3200,345,,700m,700m,,,700m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22823024,Wohnung,1600,1,sofort,NaN,"Glockengasse 16, 8001 Zürich ZH",27.01.2020,zuerich,26.02.2020,70,3.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22827027,Dachwohnung,2940,4.5,nachVereinbarung,5,"Mutschellenstrasse 61, 8038 Zürich",27.01.2020,zuerich,26.02.2020,110,5.Stock,1,,1897,1,1,,,2700,240,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22899919,Wohnung,2160,2.5,01.05.2020,NaN,"Hofwiesenstrasse 116, 8057 Zürich",27.01.2020,zuerich,26.02.2020,64,2.Stock,,,,1,,1,,1920,240,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22822820,Wohnung,1120,1.5,01.04.2020,NaN,"Wehntalerstrasse 502, 8046 Zürich ZH",27.01.2020,zuerich,26.02.2020,25,1.Stock,1,,,1,,,,1060,60,,300m,300m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22822022,Wohnung,1700,1,01.05.2020,NaN,"Winterthurerstrasse 304, 8057 Zürich",26.01.2020,zuerich,26.02.2020,47,5.Stock,1,,,1,1,1,,1560,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22813973,Wohnung,3650,2.5,01.04.2020,NaN,"Seestrasse 43, 8002 Zürich",,zuerich,26.02.2020,85,5.Stock,,,,1,,,,,,1,250m,250m,,2000m,,,,,,,,,,100,,,,,1,,,,,,,,,, +22815847,Wohnung,6950,4.5,,NaN,8001 Zürich,25.01.2020,zuerich,26.02.2020,142,5.Stock,,,1886,,,,,6700,250,1,,,,,,,,,,1,,,,,,,,,,,,,,,,,,, +22925942,Wohnung,1089,1,nachVereinbarung,NaN,8037 Zürich ZH,24.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22814174,Wohnung,6800,5.5,01.04.2020,NaN,"Freudenbergstrasse 73, 8044 Zürich",24.01.2020,zuerich,26.02.2020,170,1.Stock,,,,1,,,,6560,240,1,450m,450m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22812805,Wohnung,2095,3.5,sofort,NaN,"Käshaldenstrasse 25, 8052 Zürich",24.01.2020,zuerich,26.02.2020,80,2.Stock,,,,1,1,,,1855,240,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22818574,Wohnung,2890,3.5,01.04.2020,NaN,"Hufgasse 19, 8008 Zürich",24.01.2020,zuerich,26.02.2020,83,EG,,,,1,,,,2680,210,,100m,200m,,,,400m,600m,,,,,,,,,,,,,,,,,,1,,,, +22828476,Wohnung,1370,1,01.04.2020,NaN,"Altenhofstrasse 45, 8008 Zürich",24.01.2020,zuerich,26.02.2020,,EG,,,,,,,,1210,160,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22823352,Wohnung,760,1,sofort,NaN,8048 Zürich ZH,24.01.2020,zuerich,26.02.2020,13,EG,1,1,2010,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22815524,Wohnung,5800,5.5,,NaN,"Signaustr. 10, 8008 Zürich",25.01.2020,zuerich,26.02.2020,146,1.Stock,1,,2006,1,1,1,,5100,700,1,50m,200m,1,,20m,,,,,,,,,,,1,,,,,,,,,,,,, +22813891,Wohnung,2080,3.5,01.04.2020,5,"Spirackerstrasse 45, 8044 Gockhausen",24.01.2020,zuerich,26.02.2020,79,EG,1,,1999,1,1,,,1920,160,,50m,2000m,1,2000m,200m,200m,2000m,,,,,,,,,1,,,,,,190m³,,,,,,, +22990282,Wohnung,979,1,01.04.2020,4,"Wallisellenstr. 467, 8050 Zürich",23.01.2020,zuerich,26.02.2020,24,EG,1,,1954,1,,,,903,76,,100m,500m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22971019,Wohnung,2753,4.5,01.04.2020,5,"Mutschellenstrasse 95, 8038 Zürich",23.01.2020,zuerich,26.02.2020,100,4.Stock,1,,1908,,,,,2528,225,,40m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23003639,Wohnung,2675,3.5,sofort,4,"Tulpenstrasse 43, 8051 Zürich",23.01.2020,zuerich,26.02.2020,100,EG,1,,2014,1,1,1,,2395,280,1,100m,100m,1,1000m,,,,,,,1,,,,,,,,,,,,,,,,,, +22926087,Wohnung,1200,1,nachVereinbarung,NaN,8004 Zürich ZH,24.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22807790,Wohnung,2630,4.5,01.04.2020,5,"Wiesliacher 95, 8053 Zürich",23.01.2020,zuerich,26.02.2020,112,1.Stock,1,,1981,,,,,2250,380,,800m,1600m,1,,400m,2500m,1400m,,,,,,,,,1,,,,,,,,,,,,, +22808611,Wohnung,1990,4,16.04.2020,4,"Sandacker 8, 8052 Zürich",23.01.2020,zuerich,26.02.2020,80,2.Stock,1,,1949,1,,,,1900,90,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22809682,Attika,2190,2.5,01.03.2020,4,"Schauenbergstrasse 40, 8046 Zürich",23.01.2020,zuerich,26.02.2020,67,2.Stock,1,,2013,1,1,1,,2010,180,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963827,Wohnung,1200,1,sofort,NaN,"Eisfeldstrasse 30, 8052 Zürich ZH",24.01.2020,zuerich,26.02.2020,15,6.Stock,1,1,2009,1,1,1,,1050,150,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22918969,Wohnung,2365,3,01.04.2020,NaN,"Brunnwiesenstr. 50, 8049 Zürich",23.01.2020,zuerich,26.02.2020,60,1.Stock,,,,,,,,2150,215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22806153,Wohnung,3090,2.5,,4,"Turbinenstrasse 52, 8005 Zürich",23.01.2020,zuerich,26.02.2020,83,EG,1,,2013,1,,,,2850,240,1,100m,100m,1,500m,,,,,,,,,,,,,,,,,,,,,,,,, +23009345,Wohnung,1250,1.5,nachVereinbarung,NaN,8008 Zürich ZH,23.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22891025,Wohnung,2490,3,sofort,NaN,"Feldstr. 141, 8004 Zürich",23.01.2020,zuerich,26.02.2020,,1.Stock,1,,,,,1,,2290,200,,20m,100m,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22804516,Wohnung,2100,3.5,01.03.2020,NaN,"Altwiesenstrasse, 8051 Zürich",23.01.2020,zuerich,26.02.2020,,EG,,1,,1,1,,,,,,300m,500m,1,5000m,200m,400m,500m,,,,1,,,,,,,,,,,,,,,,,, +22800562,Wohnung,1390,1,sofort,NaN,"Hugostrasse 2, 8050 Zürich",22.01.2020,zuerich,26.02.2020,29,4.Stock,,,,,,,,1230,160,1,100m,500m,,100m,100m,200m,700m,,,,,,,29,,,,,,,,,,,,,,, +22800519,Wohnung,4150,3.5,sofort,NaN,"Strehlgasse 9, 8001 Zürich",22.01.2020,zuerich,26.02.2020,98,3.Stock,,,1558,,,,,3900,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22827148,Wohnung,500,1,nachVereinbarung,NaN,8003 Zürich ZH,23.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22804836,Wohnung,1980,1.5,nachVereinbarung,2,8032 Zürich ZH,23.01.2020,zuerich,26.02.2020,41,1.Stock,1,,1971,1,,1,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23021882,Wohnung,2540,4.5,01.05.2020,NaN,"Ettenfeldstrasse 7, 8052 Zürich",23.01.2020,zuerich,26.02.2020,,2.Stock,1,,,1,1,,1,2296,244,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22806178,Wohnung,1894,4,sofort,NaN,"Buhnstrasse 12, 8052 Zürich",23.01.2020,zuerich,26.02.2020,87,2.Stock,1,,,1,,,,1690,204,,300m,300m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22797474,Wohnung,2700,3,sofort,NaN,"Freudenbergstrasse 97, 8044 Zürich",22.01.2020,zuerich,26.02.2020,81,EG,1,,,1,,,,2500,200,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22693140,Wohnung,1300,1,01.04.2020,NaN,8048 Zürich ZH,22.01.2020,zuerich,26.02.2020,70,2.Stock,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22794409,Wohnung,16500,5.5,nachVereinbarung,NaN,"Laternengasse 5, 8001 Zürich",22.01.2020,zuerich,26.02.2020,260,6.Stock,,,1858,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22795343,Wohnung,1880,1.5,01.05.2020,3,"Turbinenstrasse 46, 8005 Zürich",22.01.2020,zuerich,26.02.2020,34,1.Stock,1,,2013,,,,,,,1,,,,,,,,,,,1,,,,,,,1,,,,,,,,,,, +22971021,Wohnung,1390,1,sofort,NaN,"Hopfenstrasse 17, 8045 Zürich",22.01.2020,zuerich,26.02.2020,,EG,1,,,,,,,1255,135,,50m,50m,,500m,,,,,,,,,,,,,,,,,,,,,,,,, +22795802,Wohnung,2248,3.5,01.04.2020,NaN,"Diggelmannstr. 22, 8047 Zürich",,zuerich,26.02.2020,,1.Stock,1,,1972,1,1,,,1998,250,1,250m,250m,,,250m,250m,300m,,,,,,,,,1,,,,,,,,,,,,, +22935404,Wohnung,3480,4,sofort,NaN,"Seestrasse 334, 8038 Zürich",22.01.2020,zuerich,26.02.2020,90,1.Stock,1,,,1,,1,,3200,280,,10m,50m,1,,600m,700m,700m,,,,,,,,,,,,1,,,,,,,,,, +23012819,Wohnung,1310,2.5,01.04.2020,5,"Stiglenstrasse 39, 8052 Zürich",21.01.2020,zuerich,26.02.2020,55,2.Stock,1,,1967,1,,,,1130,180,1,500m,500m,,1000m,500m,500m,500m,,,,,,,,,,,,,,,,,,,,,, +22797476,Attika,5330,3,,4,"Giesshübelstrasse 62b, 8045 Zürich",22.01.2020,zuerich,26.02.2020,203,6.Stock,1,,2008,1,1,1,,4825,505,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +16765312,Wohnung,3250,3.5,sofort,2,"Kelchweg, 8048 Zürich",22.01.2020,zuerich,26.02.2020,90,,1,,2011,1,,1,,3000,250,,200m,650m,,2800m,,,,,,,,,,,,,,,,,,,,,,,,, +22785024,Wohnung,1145,1,01.04.2020,NaN,"Bederstrasse, 119, 8002 Zürich ZH",21.01.2020,zuerich,26.02.2020,,5.Stock,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22786696,Wohnung,3690,1.5,nachVereinbarung,NaN,"Vulkanstrasse 110c, 8048 Zürich",21.01.2020,zuerich,26.02.2020,88,5.Stock,,,,,,,,3490,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22870600,Studio,1200,1,nachVereinbarung,NaN,"CONTACT ME BY EMAIL: sem330@gmx.com, 8006 Zürich",21.01.2020,zuerich,26.02.2020,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +14494958,Wohnung,4450,2,01.05.2020,NaN,"Zeltweg 93, 8032 Zürich",21.01.2020,zuerich,26.02.2020,103,2.Stock,,,,,1,,,,,1,30m,100m,,3300m,,,,,,,,,,,,,,1,,,,,,,,,,, +22788910,Wohnung,1900,3,01.04.2020,NaN,"Frohalpstrasse 89, 8038 Zürich",21.01.2020,zuerich,26.02.2020,50,EG,1,,,1,,,,1700,200,,100m,250m,1,1000m,,,,,,,,,,53,,1,,,,,,,,,,,,, +22787956,Wohnung,2150,3,01.04.2020,NaN,"Hardturmstrasse 106, 8005 Zürich ZH",21.01.2020,zuerich,26.02.2020,60,1.Stock,,,,,,,,,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23001501,Wohnung,1700,4,16.03.2020,5,"Schumacherweg 27, 8046 Zürich",21.01.2020,zuerich,26.02.2020,68,EG,,,1956,,,,,1400,300,,100m,500m,,,200m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22789827,Loft,2800,2.5,nachVereinbarung,NaN,8003 Zürich ZH,21.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018948,Wohnung,1780,2,01.04.2020,4,"Tramstr. 91, 8050 Zürich",21.01.2020,zuerich,26.02.2020,55,1.Stock,1,,1989,1,,,,1550,230,1,500m,500m,1,1500m,250m,250m,1000m,,,,,,,,,1,,,,,,,,,,,,, +22790082,Wohnung,3540,3.5,01.04.2020,NaN,"Geranienstrasse 14, 8008 Zürich",,zuerich,26.02.2020,70,4.Stock,,,,1,1,1,,3340,200,1,150m,800m,1,,,,,,,,,,,,1,,,,,,,,,,,,,, +22782088,Wohnung,1170,1.5,01.03.2020,5,"Winterthurerstr. 76, 8006 Zürich",20.01.2020,zuerich,26.02.2020,38,2.Stock,1,,1940,,,,,970,200,1,,200m,1,2000m,400m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22784948,Wohnung,30,,nachVereinbarung,NaN,8046 Zürich ZH,21.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22784058,Maisonette,2170,2.5,,NaN,"Witikonerstr. 368, 8053 Zürich",20.01.2020,zuerich,26.02.2020,100,EG,1,,,1,,,,1880,290,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22783723,Wohnung,2558,2.5,nachVereinbarung,NaN,"Carl Spitteler-Strasse 32, 8053 Zürich",,zuerich,26.02.2020,89,Untergeschoss,,,2012,,,,,2364,194,,75m,400m,,8700m,,,,,,,,,,,,,,,,,,,,,,,,, +22784047,Wohnung,2350,3.5,,4,"Michael Maggi-Strasse 4, 8046 Zürich",20.01.2020,zuerich,26.02.2020,97,6.Stock,1,,2009,1,1,,,,,1,160m,370m,,600m,420m,420m,,,,,,,,,,,,,,,,,,,,,,, +22781048,Wohnung,1410,1.5,sofort,3,"Frohburgstrasse 303, 8057 Zürich",20.01.2020,zuerich,26.02.2020,33,1.Stock,,,1969,1,1,1,,1330,80,,350m,450m,,900m,,,,,,,,,,,,,,,,,,,,,,,,, +22781027,Wohnung,5670,3.5,01.04.2020,3,"Mittelbergsteig 12, 8044 Zürich",20.01.2020,zuerich,26.02.2020,132,3.Stock,,,2010,1,1,,,5205,465,1,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993494,Wohnung,600,2.5,nachVereinbarung,NaN,8005 Zürich ZH,21.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22782155,Wohnung,1345,3,01.04.2020,NaN,"Glatttalstrasse 137, 8052 Zürich",20.01.2020,zuerich,26.02.2020,,1.Stock,,,,1,,,,1220,125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22781046,Wohnung,2810,4.5,,NaN,"Wiesliacher 61, 8053 Zürich",20.01.2020,zuerich,26.02.2020,112,3.Stock,1,,,1,1,,1,2650,160,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22780987,Wohnung,1800,1.5,,NaN,"Hufgasse 15, 8008 Zürich",22.01.2020,zuerich,26.02.2020,42,1.Stock,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22780528,Wohnung,3500,3.5,nachVereinbarung,NaN,"Giacomettistrasse, 8049 Zürich",20.01.2020,zuerich,26.02.2020,117,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22781014,Maisonette,3170,2.5,sofort,NaN,"Elsastrasse 15, 8004 Zürich",20.01.2020,zuerich,26.02.2020,80,5.Stock,,,,1,,,,2990,180,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22786030,Wohnung,2790,3.5,01.03.2020,NaN,"Regensdorferstrasse 72, 8049 Zürich",20.01.2020,zuerich,26.02.2020,74,2.Stock,1,,,,1,,,2590,200,,,,1,,,,,,,,1,,,,,1,,,,,,,,,,,,, +22781010,Wohnung,3900,4.5,,NaN,"Birmensdorferstrasse 93, 8003 Zürich",20.01.2020,zuerich,26.02.2020,110,4.Stock,1,,,1,,,1,3680,220,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22777623,Wohnung,3400,2.5,nachVereinbarung,NaN,8004 Zürich ZH,20.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22781008,Wohnung,3600,2.5,sofort,3,"Brandschenkestrasse 64, 8002 Zürich",20.01.2020,zuerich,26.02.2020,74,1.Stock,1,,2015,1,,,,,,1,150m,300m,,500m,,,,,,,,,,96,,,,,,,,,,,,,,, +22422600,Wohnung,4640,4.5,sofort,NaN,"Dufourstrasse 188, 8008 Zürich",20.01.2020,zuerich,26.02.2020,118,2.Stock,,,,1,,,,4300,340,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22782191,Wohnung,1720,2,sofort,4,"Regensdorferstrasse 62, 8049 Zürich",20.01.2020,zuerich,26.02.2020,55,2.Stock,1,,1957,,,,,1550,170,,,,,,,,,,6,,,,,,,,,,,,,,1,,,,,, +22777463,Wohnung,1100,1,sofort,NaN,"Oerlikonerstrasse 54A, 8057 Zürich ZH",20.01.2020,zuerich,26.02.2020,13,2.Stock,,,2010,1,1,1,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +22770492,Wohnung,1750,2.5,02.03.2020,NaN,8003 Zürich ZH,18.01.2020,zuerich,26.02.2020,,3.Stock,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937547,Wohnung,5695,6,01.04.2020,NaN,"Sonneggstrasse 88, 8006 Zürich",18.01.2020,zuerich,26.02.2020,160,1.Stock,1,,,1,,,,5230,465,1,100m,500m,,1800m,350m,400m,550m,,,,,,,,,1,,,,,,,,,,,,, +22770585,Wohnung,4150,3.5,01.04.2020,NaN,"Neunbrunnenstr. 38, 8050 Zürich",18.01.2020,zuerich,26.02.2020,109,14.Stock,,,,,,,,3920,230,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22770590,Wohnung,1880,3,01.04.2020,NaN,"Schaffhauserstrasse 488, 8052 Zürich",18.01.2020,zuerich,26.02.2020,58,EG,,,,1,,1,,1720,160,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22770592,Wohnung,3200,4.5,01.04.2020,3,"Allenmoosstrasse 115, 8057 Zürich",18.01.2020,zuerich,26.02.2020,110,1.Stock,1,,1964,1,1,,1,2850,350,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22777351,Wohnung,1250,1,sofort,4,"Ruedi-Walter-Strasse, 3, 8050 Zürich ZH",20.01.2020,zuerich,26.02.2020,20,3.Stock,1,1,2014,1,1,1,,1100,150,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22777404,Wohnung,3930,4.5,nachVereinbarung,NaN,"Kreuzstrasse, 40, 8008 Zürich ZH",20.01.2020,zuerich,26.02.2020,88,2.Stock,1,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22777353,Wohnung,1575,1,31.03.2020,NaN,8005 Zürich ZH,20.01.2020,zuerich,26.02.2020,99,2.Stock,,,2005,1,,,,1515,60,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22770019,Wohnung,1430,1,sofort,4,"Merkurstrasse 54, 8032 Zürich ZH",17.01.2020,zuerich,26.02.2020,30,EG,,,1901,1,,,,1345,85,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22774720,Wohnung,1695,1,01.04.2020,NaN,"Veilchenstrasse 14, 8032 Zürich",18.01.2020,zuerich,26.02.2020,27,1.Stock,1,,1960,,,,,1525,170,,10m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22852683,Wohnung,3845,5,01.03.2020,5,"Stampfenbachstrasse, 8006 Zürich",17.01.2020,zuerich,26.02.2020,120,2.Stock,1,,1897,1,,,,3500,345,,120m,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22936987,Wohnung,2600,3.5,nachVereinbarung,NaN,8008 Zürich,17.01.2020,zuerich,26.02.2020,64,,,,,1,,,,2400,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22768510,Wohnung,2170,2.5,01.04.2020,5,"Werdstrasse 122 (B2), 8003 Zürich",17.01.2020,zuerich,26.02.2020,55,3.Stock,1,,2017,,,,,2010,160,1,,,1,,,,,,,,1,,,,,1,,1,,,,,,,,,,, +22916086,Wohnung,1800,2.5,nachVereinbarung,NaN,8003 Zürich ZH,17.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22773089,Wohnung,4190,4.5,15.03.2020,NaN,"Seefeldstrasse 202, 8008 Zürich",17.01.2020,zuerich,26.02.2020,120,4.Stock,,,,,,,,3890,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22907629,Wohnung,2100,2.5,nachVereinbarung,NaN,8047 Zürich ZH,17.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22772042,Dachwohnung,2968,3.5,nachVereinbarung,3,"Holderbachweg 21 A, 8046 Zürich",,zuerich,26.02.2020,130,3.Stock,1,,1972,1,1,,1,2760,208,,500m,500m,1,3000m,300m,,,260cm,,,,,,130,,1,,,,,,,,,,,,, +22764888,Wohnung,1800,1,01.03.2020,NaN,"Europaallee 45, 8004 Zürich ZH",17.01.2020,zuerich,26.02.2020,,6.Stock,1,,2017,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22827616,Wohnung,1200,1,sofort,NaN,8051 Zürich ZH,16.01.2020,zuerich,26.02.2020,,3.Stock,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22757246,Wohnung,aufAnfrage,,nachVereinbarung,NaN,"Waffenplatzstrasse 68, 8002 Zürich ZH",16.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22756264,Wohnung,2170,3.5,sofort,NaN,"Buchholzstrasse 171, 8053 Zürich",16.01.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1890,280,,,,,,,,,,,1,,1,,,1,,,,,,,,,,,,,, +22755819,Wohnung,8150,4.5,nachVereinbarung,NaN,"Pfingstweidstrasse 98, 8005 Zürich",16.01.2020,zuerich,26.02.2020,218,,,,2013,,1,,,7350,800,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22759005,Wohnung,1973,2,16.04.2020,NaN,"Imbisbühlstrasse 55, 8049 Zürich",16.01.2020,zuerich,26.02.2020,64,Untergeschoss,1,,1948,,,,,1800,173,,50m,800m,1,,325m,92m,92m,,,,,,,,,,,,,,,,,,,,,, +22753365,Attika,4200,4,nachVereinbarung,NaN,"Clausiusstr. 62, 8006 Zürich",15.01.2020,zuerich,26.02.2020,77,4.Stock,,,,,,,,3950,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22758499,Wohnung,aufAnfrage,6.5,,NaN,"Rigistrasse 14, 8006 Zürich",16.01.2020,zuerich,26.02.2020,220,EG,,,1895,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22755805,Wohnung,8150,4.5,,NaN,8005 Zürich,16.01.2020,zuerich,26.02.2020,218,,,,,,,,,7350,800,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22783526,Wohnung,2332,4.5,01.04.2020,NaN,"Griesernweg 33, 8037 Zürich",15.01.2020,zuerich,26.02.2020,,1.Stock,,,,1,,,,2122,210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22756321,Wohnung,1440,1.5,nachVereinbarung,5,"Waffenplatzstrasse 68, 8002 Zürich",16.01.2020,zuerich,26.02.2020,45,4.Stock,,,1970,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22301802,Studio,55,2,nachVereinbarung,NaN,8004 Zürich ZH,16.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22936442,Wohnung,2900,3.5,sofort,NaN,"Witikonerstrasse 315, 8053 Zürich",15.01.2020,zuerich,26.02.2020,85,EG,1,,,1,,,,2600,300,,,,,,,,,,1,,,,,,,1,,,,,,,,,,,,, +22745106,Wohnung,2250,2.5,sofort,NaN,"Mattackerstrasse 29, 8052 Zürich",14.01.2020,zuerich,26.02.2020,112,3.Stock,1,,,1,1,,1,1950,300,1,400m,400m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22748289,Wohnung,2330,2.5,nachVereinbarung,4,"Hüttisstr. 6, 8050 Zürich",15.01.2020,zuerich,26.02.2020,87,EG,,,1993,,,,,2120,210,1,150m,250m,,,200m,600m,600m,,,,,,,,,,,,,,,,,,,,,, +22752840,Wohnung,2940,3.5,01.04.2020,4,"Tramstrasse 2, 8050 Zürich",15.01.2020,zuerich,26.02.2020,86,3.Stock,1,,2016,,,,,2700,240,1,,50m,1,,170m,200m,200m,,,,1,,,,,,,,,,,,,,,,,, +22744849,Wohnung,3230,4.5,01.03.2020,5,"Alfred Escher-Str. 46, 8002 Zürich",14.01.2020,zuerich,26.02.2020,105,1.Stock,1,,1950,,,,,2850,380,1,,300m,1,1500m,500m,63m,500m,,,,,,,,,1,,,,,,,,,,,,, +22745084,Wohnung,6400,4.5,,3,8032 Zürich,14.01.2020,zuerich,26.02.2020,141,2.Stock,1,,2019,1,,1,,5950,450,1,200m,,,,,,,,,,,,,13,,1,,,,,,,,,,,,, +22746944,Wohnung,3840,4.5,sofort,2,"Brown Boveri-Str. 12, 8050 Zürich",14.01.2020,zuerich,26.02.2020,135,4.Stock,,,2000,1,1,,,3500,340,1,20m,200m,1,,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22745041,Wohnung,3100,2.5,,NaN,"Oberdorfstrasse 2, 8001 Zürich",14.01.2020,zuerich,26.02.2020,65,3.Stock,1,,,1,,,,2850,250,1,10m,10m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22745083,Maisonette,5500,5.5,sofort,4,"Höhenweg 19, 8032 Zürich",14.01.2020,zuerich,26.02.2020,180,3.Stock,1,,1924,1,1,1,,,,,250m,250m,,,400m,400m,400m,,,,,,,,,1,,,,,,,,,,,,, +22897606,Wohnung,2100,2,sofort,4,"Schöntalstrasse 27, 8004 Zürich",14.01.2020,zuerich,26.02.2020,48,EG,1,,1890,,,,,1950,150,1,100m,50m,,,10m,300m,,,,,,,,,,1,,,,,,,,,,,,, +22740010,Wohnung,2390,3,nachVereinbarung,NaN,8037 Zürich ZH,14.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22745304,Wohnung,2270,2.5,sofort,NaN,"Regensdorferstrasse 72, 8049 Zürich",14.01.2020,zuerich,26.02.2020,48,2.Stock,1,,,,1,,,2100,170,,,,1,,,,,,,,1,,,,,1,,,,,,,,,,,,, +22743450,Wohnung,1715,2.5,01.03.2020,5,"Fuchsiastr. 11, 8048 Zürich",14.01.2020,zuerich,26.02.2020,61,EG,1,,1993,1,1,,,1500,215,1,100m,200m,1,,100m,700m,700m,,,,,,,,,1,,,1,,,,,,,,,, +22745136,Wohnung,2500,2.5,01.04.2020,5,"Forchstrasse 150, 8032 Zürich",14.01.2020,zuerich,26.02.2020,64,1.Stock,,,2016,,,,,2280,220,1,,,,,,,,,13,,,,,,,,,,,,,,,,,,,, +22746667,Wohnung,1990,3,01.05.2020,5,"Kienastenwiesweg 31, 8053 Zürich",14.01.2020,zuerich,26.02.2020,82,EG,,,1971,,,,,1760,230,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22739253,Maisonette,4332,4.5,01.04.2020,5,"Loorenstrasse 66, 8053 Zürich",14.01.2020,zuerich,26.02.2020,147,EG,,,2018,1,1,1,,4067,265,1,450m,450m,1,6000m,700m,700m,,,,,,,,,,1,,,,,,,,,,,,, +22741062,Dachwohnung,3260,3.5,nachVereinbarung,3,8002 Zürich,14.01.2020,zuerich,26.02.2020,72,2.Stock,1,,1992,1,,,,3033,227,,,129m,1,,,,,,,,,,,,1,,,,,,,,,,,,,, +22746872,Wohnung,3640,3.5,01.04.2020,2,"Leutschenbachstrasse 50/50a, 8050 Zürich",14.01.2020,zuerich,26.02.2020,109,18.Stock,,,2010,,1,,,3340,300,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22739249,Wohnung,1703,2.5,01.04.2020,NaN,"Köschenrütistrasse 6, 8052 Zürich",14.01.2020,zuerich,26.02.2020,75,1.Stock,1,,,1,1,,1,1528,175,,100m,200m,,1800m,500m,500m,,,,,,,,,,,,,,,,,,,,,,, +22741330,Dachwohnung,3260,3.5,nachVereinbarung,3,"Zürich, 8002 Zürich",14.01.2020,zuerich,26.02.2020,72,,1,,1992,1,,,,3033,227,,148m,129m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22736146,Wohnung,2661,4.5,,NaN,8052 Zürich,13.01.2020,zuerich,26.02.2020,103,2.Stock,,,,,,,,2311,350,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001512,Wohnung,2050,3.5,01.04.2020,NaN,"Im Glockenacker 59, 8053 Zürich",13.01.2020,zuerich,26.02.2020,90,2.Stock,1,,,1,1,1,,1770,280,,250m,600m,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22988570,Wohnung,2200,2,01.04.2020,NaN,"Rindermarkt 18, 8001 Zürich",14.01.2020,zuerich,26.02.2020,38,3.Stock,1,,1375,,,,,1990,210,1,,,1,,,,,,,,,,,,,,,,1,,,,,,,,,, +22736811,Wohnung,1865,2,01.03.2020,NaN,"Badenerstrasse 434, 8004 Zürich",13.01.2020,zuerich,26.02.2020,58,2.Stock,1,,,,,,,1710,155,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22736106,Wohnung,3850,2.5,,4,"Pfingstweidstrasse 98, 8005 Zürich",13.01.2020,zuerich,26.02.2020,115,19.Stock,1,,2016,1,1,,,3600,250,1,,,,,,,,,,,,,,135,,,,,,,,,,,,,,, +22963824,Wohnung,1500,2,nachVereinbarung,NaN,8004 Zürich ZH,13.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23008034,Wohnung,2950,3,sofort,4,"Friedhofstrasse 64, 8048 Zürich",,zuerich,26.02.2020,95,EG,1,,2019,1,,,,2700,250,,200m,300m,,500m,200m,200m,200m,,,,1,,,,,1,,,,,,,,,,,,, +22740113,Wohnung,2266,2.5,nachVereinbarung,3,"Grosswiesenstrasse 167, 8051 Zürich",14.01.2020,zuerich,26.02.2020,73,11.Stock,,,2014,1,1,,,2056,210,1,50m,20m,,,,,,,,,1,,,,,,,,,,,,,,,,,, +22738172,Wohnung,2661,4.5,01.04.2020,3,"Leimgrübelstrasse 22, 8052 Zürich",13.01.2020,zuerich,26.02.2020,103,2.Stock,1,,1974,,1,1,,2311,350,,70m,1000m,,,300m,1100m,1100m,,,,,,,,,,,,,,,,,,,,,, +22736591,Wohnung,2660,3.5,01.04.2020,NaN,"Stapferstrasse 41c, 8006 Zürich",13.01.2020,zuerich,26.02.2020,80,1.Stock,1,,,1,,,,2460,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22830190,Maisonette,2980,4,nachVereinbarung,NaN,8049 Zürich ZH,13.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22733655,Wohnung,3250,4,01.03.2020,4,"Schaffhauserplatz, 8006 Zürich",13.01.2020,zuerich,26.02.2020,100,2.Stock,1,,1935,1,,,,3000,250,,50m,100m,,,,,,,,,,,,,,,,,1,,,,,,,,,, +22732592,Wohnung,1600,1,sofort,NaN,"Stampfenbachstrasse 151, 8006 Zürich ZH",13.01.2020,zuerich,26.02.2020,26,3.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22740016,Wohnung,110,1,nachVereinbarung,NaN,8051 Zürich ZH,13.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22737001,Wohnung,1890,3,01.04.2020,NaN,"Griesernweg 21, 8037 Zürich",13.01.2020,zuerich,26.02.2020,56,2.Stock,1,,,,,,,1717,173,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22732952,Wohnung,1100,1,nachVereinbarung,NaN,8053 Zürich ZH,13.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22735137,Wohnung,2027,3.5,01.04.2020,NaN,"Naglerwiesenstrasse 42, 8049 Zürich",,zuerich,26.02.2020,,1.Stock,1,,1982,1,1,,,1812,215,1,30m,200m,,,200m,300m,500m,,,,,,,,,1,,,,,,,,,,,,, +22735169,Wohnung,1680,2,sofort,NaN,"Ackerstrasse, 31, 8005 Zürich ZH",13.01.2020,zuerich,26.02.2020,,3.Stock,,,,1,,,,1460,220,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22734534,Wohnung,3945,2.5,01.04.2020,NaN,"Traubenstrasse, 8002 Zürich",13.01.2020,zuerich,26.02.2020,86,,,,,1,,,,3755,190,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22736097,Wohnung,8900,6,sofort,NaN,8002 Zürich,13.01.2020,zuerich,26.02.2020,189,3.Stock,1,,,,,,,,,1,10m,10m,,,,,,,,,,,,189,,,,,,,,,,,,,,, +22726078,Maisonette,3995,5.5,01.04.2020,5,"Buckhauserstrasse 31, 8048 Zürich",11.01.2020,zuerich,26.02.2020,182,EG,,,2007,1,1,1,,3595,400,1,,100m,,,,,,,,,,,,,1,1,,,,,,,,,,,,, +22724464,Wohnung,180,,nachVereinbarung,NaN,8037 Zürich ZH,10.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22725649,Wohnung,6560,12.5,sofort,NaN,"Genossenschaftsstrasse 13, 8050 Zürich",11.01.2020,zuerich,26.02.2020,305,3.Stock,,,2015,,,,,5720,840,1,100m,,,,50m,100m,100m,,,,,,,,,1,,,,,,,,,,,,, +22112731,Wohnung,2650,3.5,nachVereinbarung,NaN,"Furttalstrasse, 8046 Zürich",,zuerich,26.02.2020,96,EG,1,,2019,1,1,,,2300,350,1,,500m,1,900m,400m,600m,,,7,,1,,,,1,1,,,,,1,,,,,,,,68 +22726725,Wohnung,3110,2.5,01.04.2020,NaN,"Rebgasse 8, 8004 Zürich",10.01.2020,zuerich,26.02.2020,78,2.Stock,,,,,,,,2850,260,,100m,300m,,750m,,,,,,,,,,,,,,,,,,,,,,,,, +22723109,Wohnung,1490,1,01.04.2020,NaN,"Forsterstrasse 48, 8044 Zürich",10.01.2020,zuerich,26.02.2020,41,1.Stock,,,,,,,,1280,210,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22727844,Wohnung,2812,5.5,,NaN,"Tüfweg 1, 8044 Gockhausen",11.01.2020,zuerich,26.02.2020,,2.Stock,,,,,,,,2446,366,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22723112,Wohnung,1860,3,16.04.2020,NaN,"Wehntalerstrasse 500, 8046 Zürich",10.01.2020,zuerich,26.02.2020,57,EG,,,,1,,1,,1650,210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22725655,Wohnung,3195,3.5,01.04.2020,NaN,"Berninastrasse, 8057 Zürich",11.01.2020,zuerich,26.02.2020,100,EG,1,,,1,1,1,,2975,220,1,200m,200m,,1200m,250m,600m,450m,,,,,,,,,1,,,,,,,,,,,,, +22723121,Einzelzimmer,1250,1,,NaN,"Grossmannstrasse 18, 8049 Zürich",10.01.2020,zuerich,26.02.2020,116,1.Stock,1,,2000,1,,,,,,1,300m,300m,,,,,,,,,,,,13,,,,,,,,,,,,,,, +22722155,Wohnung,1750,1.5,01.04.2020,3,"Hofackerstr. 14, 8032 Zürich",10.01.2020,zuerich,26.02.2020,35,1.Stock,,,1962,,,,,1620,130,1,400m,900m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22718919,Wohnung,2625,3,nachVereinbarung,NaN,8055 Zürich ZH,10.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22722147,Wohnung,1690,2.5,01.03.2020,3,"Aprikosenstr. 28, 8051 Zürich",10.01.2020,zuerich,26.02.2020,58,EG,,,1958,,,,,1510,180,1,200m,300m,1,,200m,200m,300m,,,,,,,,,,,,,,,,,,,,,, +22723098,Wohnung,3100,2.5,01.04.2020,4,"Arbenzstrasse 20, 8008 Zürich",10.01.2020,zuerich,26.02.2020,66,2.Stock,1,,2019,1,,,,2900,200,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22112734,Wohnung,2500,3.5,nachVereinbarung,4,"Furttalstrasse, 8046 Zürich",10.01.2020,zuerich,26.02.2020,94,EG,1,,2019,1,1,1,,2150,350,1,,,1,,,,,,7,,1,,,,1,1,,,,,1,,,,,,,, +22719512,Wohnung,1443,2.5,01.04.2020,5,"Grossackerstrasse 102, 8041 Zürich",10.01.2020,zuerich,26.02.2020,55,1.Stock,,,1981,1,,,,1303,140,,400m,400m,,1500m,,,500m,,,,,,,,,,,,,,,,,,,,,, +22716148,Wohnung,1100,1,sofort,NaN,8001 Zürich ZH,09.01.2020,zuerich,26.02.2020,,4.Stock,1,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22722326,Maisonette,4281,4.5,16.03.2020,3,"Anemonenstrasse 40 F, 8047 Zürich",10.01.2020,zuerich,26.02.2020,137,6.Stock,1,,2007,,,,,3852,429,1,300m,400m,,,200m,600m,600m,,,,,,,,,,,,,,,,,,,,,, +22721606,Wohnung,1928,3,01.04.2020,4,"Caspar-Wüst-Strasse 59, 8052 Zürich",10.01.2020,zuerich,26.02.2020,72,2.Stock,1,,1968,,1,1,,1650,278,1,300m,1000m,1,,50m,1700m,1700m,,,,,,,,,,,,,,,,,,,,,, +22370205,Wohnung,2500,3.5,,NaN,8046 Zürich,10.01.2020,zuerich,26.02.2020,80,,,,,,,,,2150,350,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22714424,Wohnung,3500,2.5,01.04.2020,NaN,"Winzerstrasse 5, 8049 Zürich",20.01.2020,zuerich,26.02.2020,89,1.Stock,,,,1,1,1,,3150,350,,100m,500m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22714422,Wohnung,3600,2.5,01.04.2020,NaN,"Winzerstrasse 5, 8049 Zürich",20.01.2020,zuerich,26.02.2020,83,EG,,,,1,1,1,,3250,350,,200m,500m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22710373,Wohnung,4975,4,,NaN,8008 Zürich,09.01.2020,zuerich,26.02.2020,110,2.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22714433,Wohnung,2295,3,01.04.2020,3,"Burstwiesenstrasse 62, 8055 Zürich",09.01.2020,zuerich,26.02.2020,69,1.Stock,1,,1968,1,,,,2045,250,1,100m,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22751112,Wohnung,3700,2.5,sofort,4,"Pfingstweidstrasse 98, 8005 Zürich",,zuerich,26.02.2020,105,20.Stock,1,1,2015,,,,,3350,350,1,,,1,,,,,260cm,121,,,,,,,,,,,,,,,,,,,, +23012853,Wohnung,600,1,nachVereinbarung,NaN,8003 Zürich ZH,09.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22715258,Wohnung,2460,2.5,sofort,4,"Grabenwies 14, 8057 Zürich",09.01.2020,zuerich,26.02.2020,67,1.Stock,1,,2013,,,,,2250,210,1,,800m,1,,200m,700m,700m,,,,1,,,,,1,,1,,,,,,,,,,, +22714404,Loft,4400,1.5,sofort,3,"Lagerstrasse 101, 8004 Zürich",09.01.2020,zuerich,26.02.2020,98,EG,1,,2008,1,,,,4100,300,,200m,10m,,1400m,,,,,,,,,,,,,,,,,,,,,,,,, +22714435,Wohnung,1460,1.5,,2,"Frohburgstrasse 303, 8057 Zürich",09.01.2020,zuerich,26.02.2020,33,EG,,,1969,1,1,1,,1390,70,,350m,450m,,900m,,,,,,,,,,,,,,,,,,,,,,,,, +22720602,Wohnung,2150,3,01.04.2020,NaN,"Schaffhauserstrasse 308, 8050 Zürich",09.01.2020,zuerich,26.02.2020,78,2.Stock,,,,,,,,1940,210,,20m,50m,,,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +21372668,Wohnung,3120,3.5,sofort,4,"Etzelsteig 1, 8038 Zürich",08.01.2020,zuerich,26.02.2020,95,2.Stock,1,,1969,,,,,2800,320,1,300m,300m,1,,,266m,,,,,,,,,,1,,,,,,,,,,,,, +22967898,Wohnung,2020,2.5,01.04.2020,NaN,"Witikonerstrasse 427, 8053 Zürich",09.01.2020,zuerich,26.02.2020,76,1.Stock,1,,,1,,1,,1800,220,,50m,150m,,3500m,400m,400m,,,,,,,,80,,,,,,,,,,,,,,, +22708241,Wohnung,2210,2,sofort,3,"Widmerstrasse 93, 8038 Zürich",09.01.2020,zuerich,26.02.2020,75,1.Stock,1,,1949,1,,,,1960,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22706053,Wohnung,1180,1.5,01.03.2020,5,"Winterthurerstr. 76, 8006 Zürich",08.01.2020,zuerich,26.02.2020,38,4.Stock,1,,1940,,,,,970,210,1,,200m,1,2000m,400m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22993541,Wohnung,1880,2,sofort,NaN,"Badenerstrasse 653, 8048 Zürich",08.01.2020,zuerich,26.02.2020,52,2.Stock,1,,,1,,,,1690,190,,110m,250m,,1700m,,,,,,,,,,,,,,,,,,,,,,,,, +22712641,Terrassenwohnung,3900,3.5,nachVereinbarung,NaN,"Kapfstrasse 31, 8032 Zürich",08.01.2020,zuerich,26.02.2020,82,1.Stock,,,1980,1,,,1,,,,270m,400m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23026103,Wohnung,1150,1,nachVereinbarung,NaN,8005 Zürich ZH,08.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22705234,Wohnung,400,1,nachVereinbarung,NaN,8008 Zürich ZH,08.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001480,Wohnung,5000,4.5,nachVereinbarung,NaN,8006 Zürich,09.01.2020,zuerich,26.02.2020,130,,,,,1,,,,4650,350,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22708227,Wohnung,3800,1.5,01.04.2020,NaN,"Am Schanzengraben 19, 8002 Zürich",09.01.2020,zuerich,26.02.2020,73,4.Stock,,,,1,,,,3510,290,1,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22705200,Wohnung,1762,2,01.04.2020,NaN,"Manessestrasse 128, 8045 Zürich",08.01.2020,zuerich,26.02.2020,63,6.Stock,,,,,,,,1622,140,,50m,50m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22702978,Wohnung,3900,3.5,01.04.2020,NaN,"Manessestrasse 92, 8045 Zürich",08.01.2020,zuerich,26.02.2020,71,5.Stock,,,,,,,,3700,200,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,, +22705194,Wohnung,3300,4.5,01.08.2020,6,"Frohburgstrasse 80, 8006 Zürich",08.01.2020,zuerich,26.02.2020,155,2.Stock,1,,1920,1,,1,,3000,300,,,,,,,,,,,,,,,140,,1,,,,,,,,,,,,, +22705202,Wohnung,1980,3,01.04.2020,NaN,"Manessestrasse 128, 8045 Zürich",08.01.2020,zuerich,26.02.2020,70,4.Stock,,,,,,,,1810,170,,50m,50m,,1000m,100m,100m,,,,,,,,,,,,,,,,,,,,,,, +22827461,Wohnung,aufAnfrage,7.5,nachVereinbarung,NaN,"Ottostrasse 7, 8005 Zürich",08.01.2020,zuerich,26.02.2020,260,4.Stock,1,,,1,,,1,,,1,,,,,,,,,1,,,,,,,,,,,,,,,,,,,, +22701451,Wohnung,2599,3,nachVereinbarung,NaN,8002 Zürich ZH,08.01.2020,zuerich,26.02.2020,86,3.Stock,,,,1,,1,,2299,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22704046,Wohnung,2630,3,16.04.2020,2,"Pflanzschulstrasse 51, 8004 Zürich",08.01.2020,zuerich,26.02.2020,58,4.Stock,1,,1932,,,,,2450,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22702980,Wohnung,2400,2.5,01.04.2020,NaN,"Manessestrasse 92, 8045 Zürich",08.01.2020,zuerich,26.02.2020,53,1.Stock,,,,1,,,,2230,170,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,, +22918966,Wohnung,1225,1.5,01.04.2020,NaN,"Zelglistrasse 12, 8046 Zürich",08.01.2020,zuerich,26.02.2020,33,EG,1,,,,,,,1145,80,,50m,50m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22702982,Wohnung,2970,2.5,01.04.2020,NaN,"Manessestrasse 92, 8045 Zürich",08.01.2020,zuerich,26.02.2020,64,5.Stock,,,,1,,,,2800,170,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,, +22700143,Wohnung,8400,4.5,01.04.2020,NaN,"Arosastrasse 27, 8008 Zürich",08.01.2020,zuerich,26.02.2020,165,4.Stock,,,,1,1,1,1,7900,500,1,150m,250m,,,,,,,,,,,,,,1,,,,,,,,,,,,, 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+968,https://www.comparis.ch/immobilien/marktplatz/details/show/22949170 +969,https://www.comparis.ch/immobilien/marktplatz/details/show/22967884 diff --git a/your-project/Data/c_flats_clean - Kopie.csv b/your-project/Data/c_flats_clean - Kopie.csv new file mode 100644 index 0000000..627fbae --- /dev/null +++ b/your-project/Data/c_flats_clean - Kopie.csv @@ -0,0 +1,2282 @@ +,object_type,price,price_wo_extras,extras,size,rooms,floor,moovIn,balcony,lift,public_transport,shopping,rating,adress,publication_date,city,DateofScrapping,age,parking_out,pets_allowed,tv,kids_ok,KG,PS,SS,highway,parking_in +23016581,Wohnung,1480.0,1240.0,240.0,68.0,3.0,2.0,01.05.2020,1.0,1.0,40.0,50.0,,"Konsumstrasse 8, 3007 Bern",2020-02-25,bern,2020-02-26,,,,,,,,,, +23016600,Wohnung,3500.0,3200.0,300.0,140.0,5.0,2.0,01.05.2020,1.0,1.0,,,,"Monbijoustrasse 24, 3011 Bern",2020-02-25,bern,2020-02-26,,,,,,,,,, +23014342,Wohnung,1710.0,1470.0,240.0,73.0,3.5,,01.03.2020,1.0,1.0,200.0,200.0,4.0,"Fischerweg, 3012 Bern",2020-02-24,bern,2020-02-26,1965,1.0,1.0,1.0,1.0,700.0,700.0,700.0,, +23017350,Wohnung,1180.0,1030.0,150.0,,2.0,1.0,01.05.2020,1.0,,240.0,500.0,,"Biderstrasse 23, 3006 Bern",2020-02-25,bern,2020-02-26,,,,,,350.0,,,1000.0, +23016559,Wohnung,1360.0,1230.0,130.0,44.0,2.5,3.0,01.06.2020,,,,,,"Rathausgasse 46, 3011 Bern",2020-02-25,bern,2020-02-26,1600,,,1.0,,,,,, +23014346,Wohnung,2090.0,1780.0,310.0,93.0,3.5,,01.04.2020,1.0,1.0,100.0,100.0,4.0,"""OpenCourts - OC"" Le Corbusier-Platz 5, 3027 Bern",2020-02-24,bern,2020-02-26,2014,,,1.0,1.0,500.0,1000.0,1000.0,,1.0 +23016606,Wohnung,950.0,750.0,200.0,,1.5,1.0,01.05.2020,1.0,,,,,"Bümplizstrasse 42, 3027 Bern",2020-02-25,bern,2020-02-26,,,,,,,,,, +23014344,Wohnung,1750.0,1460.0,290.0,75.0,3.0,,16.05.2020,,,1000.0,10.0,,"Scheibenstrasse, 3014 Bern",2020-02-24,bern,2020-02-26,,,,,,100.0,100.0,1000.0,, +23014339,Wohnung,1575.0,1325.0,250.0,70.0,3.0,,01.05.2020,1.0,,1300.0,500.0,4.0,"Freiburgstrasse, 3008 Bern",2020-02-24,bern,2020-02-26,1923,,,1.0,,300.0,300.0,1700.0,, +23018295,Wohnung,1185.0,925.0,260.0,55.0,3.0,6.0,16.05.2020,,1.0,,,,"Wangenstrasse 44, 3018 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23023602,Wohnung,2470.0,2200.0,270.0,115.0,3.5,3.0,01.04.2020,1.0,1.0,,,4.0,"Winterholzstrasse 55, 3018 Bern",2020-02-26,bern,2020-02-26,2018,1.0,,1.0,,,,,, +23023377,Wohnung,2200.0,1900.0,300.0,106.0,3.5,0.0,,1.0,,,,,"Murtenstrasse 143 H, 3008 Bern",2020-02-25,bern,2020-02-26,,,,,,,,,, +23023371,Wohnung,2785.0,2400.0,385.0,104.0,4.5,1.0,01.07.2020,,1.0,,,2.0,"Laubeggstrasse 33, 3006 Bern",2020-02-25,bern,2020-02-26,1988,,,,,,,,, +23020985,Wohnung,1899.0,,,78.0,3.5,,sofort,,,,,,"Sandrainstrasse 68, 3007, 3007 Bern",2020-02-26,bern,2020-02-26,,,,,,,,,, +23020983,Wohnung,1120.0,905.0,215.0,45.0,2.0,3.0,01.05.2020,1.0,1.0,,,5.0,"Morillonstrasse 40, 3007 Bern",2020-02-26,bern,2020-02-26,1934,,,1.0,,,,,, +23023376,Wohnung,1480.0,1240.0,240.0,68.0,3.0,2.0,,,1.0,300.0,200.0,4.0,"Konsumstrasse 6, 8, 3007 Bern",2020-02-25,bern,2020-02-26,1953,,1.0,1.0,,400.0,400.0,400.0,,1.0 +23023374,Wohnung,1515.0,1275.0,240.0,66.0,3.5,0.0,01.05.2020,1.0,1.0,100.0,100.0,4.0,"Winkelriedstr. 13, 3014 Bern",2020-02-25,bern,2020-02-26,1960,1.0,1.0,1.0,1.0,200.0,200.0,500.0,,1.0 +23022989,Wohnung,2070.0,1820.0,250.0,87.0,3.5,1.0,01.07.2020,1.0,1.0,,,4.0,"Riedbachstrasse 80, 3027 Bern",2020-02-26,bern,2020-02-26,2013,,1.0,1.0,,,,,,1.0 +23018279,Wohnung,1800.0,1550.0,250.0,74.0,2.5,2.0,,1.0,,100.0,500.0,,"Wernerstrasse 26, 3006 Bern",2020-02-25,bern,2020-02-26,,,,,1.0,500.0,500.0,500.0,300.0, +23018904,Wohnung,850.0,,,,1.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-25,bern,2020-02-26,,,,,,,,,, +23014336,Wohnung,1795.0,1585.0,210.0,90.0,4.0,,sofort,1.0,1.0,500.0,600.0,5.0,"Kasthoferstrasse, 3006 Bern",2020-02-24,bern,2020-02-26,1967,,,1.0,,200.0,500.0,500.0,, +23012211,Wohnung,1525.0,,,,3.0,,01.05.2020,,,,,,"Sulgenauweg 38, 3007 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23014335,Wohnung,1730.0,1490.0,240.0,84.0,3.0,,sofort,1.0,1.0,1500.0,800.0,4.0,"Bolligenstrasse, 3006 Bern",2020-02-24,bern,2020-02-26,1980,,1.0,1.0,1.0,100.0,400.0,800.0,,1.0 +23012690,Wohnung,1730.0,,,,2.5,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23012149,Wohnung,1677.0,,,,2.5,,nachVereinbarung,,,,,,3008 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23012863,Wohnung,1650.0,,,,3.5,,nachVereinbarung,,,,,,3012 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23012147,Wohnung,150.0,,,,,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23012689,Wohnung,1500.0,,,,2.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23024824,Wohnung,1990.0,,,,2.5,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23010526,Wohnung,1185.0,925.0,260.0,55.0,3.0,6.0,,,,,,,3018 Bern,2020-02-24,bern,2020-02-26,,,,,,,,,, +23011226,Wohnung,950.0,,,25.0,1.5,,sofort,,,,,,"Militärstrasse 41, 3014 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23011219,Wohnung,1515.0,,,,3.5,,sofort,,,,,,"Egelgasse, 3006 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23011217,Wohnung,1290.0,,,,3.0,,sofort,,,,,,"Schosshaldenstrasse, 3006 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23011230,Wohnung,970.0,,,,2.5,,sofort,,,,,,"bern west, 3027 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23011216,Wohnung,1063.0,,,,2.0,,sofort,,,,,,"Asterweg 21, 3004 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23011229,Wohnung,1890.0,1790.0,100.0,120.0,4.5,0.0,16.05.2020,1.0,,800.0,800.0,,"Thüringstrasse 24, 3018 Bern",2020-02-24,bern,2020-02-26,,1.0,,1.0,1.0,,,,1500.0,1.0 +23018298,Wohnung,1665.0,1480.0,185.0,58.0,1.0,3.0,15.03.2020,,,,,,"Junkerngasse 35, 3011 Bern",2020-02-24,bern,2020-02-26,1555,,,,,,,,, +23009321,Wohnung,1290.0,,,,3.0,,nachVereinbarung,,,,,,3006 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23011795,Studio,1090.0,,,,1.5,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23008236,Wohnung,730.0,,,110.0,1.0,9.0,01.04.2020,1.0,1.0,,,,"Jupiterstraße 57, 3015 Bern BE",2020-02-24,bern,2020-02-26,,,,1.0,,,,,, +23010040,Dachwohnung,1290.0,,,65.0,2.5,4.0,01.06.2020,1.0,,,,,"Werkgasse 47, 3018 Bern",2020-02-24,bern,2020-02-26,,,1.0,,,,,,, +23009241,Wohnung,140.0,,,,1.5,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23009096,Wohnung,1500.0,,,,2.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23008832,Wohnung,790.0,,,73.0,1.0,1.0,nachVereinbarung,1.0,,,,,"Werkgasse 55, 3018 Bern BE",2020-02-24,bern,2020-02-26,,,,1.0,,,,,, +23009245,Wohnung,1590.0,,,,2.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23009092,Wohnung,513.0,,,,1.0,3.0,01.04.2020,1.0,,,,,3012 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23012360,Dachwohnung,1390.0,,,70.0,1.5,,01.04.2020,,,,,,"Papiermühlestrasse 10, 3013 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23001635,Dachwohnung,780.0,,,40.0,1.5,4.0,01.03.2020,,,180.0,170.0,,"Neufeldstrasse 141, 3012 Bern",,bern,2020-02-26,,,,,,370.0,580.0,,, +23023375,Wohnung,1985.0,1785.0,200.0,89.0,3.5,2.0,01.04.2020,1.0,,,,3.0,"Morgartenstrasse 21, 3014 Bern",2020-02-23,bern,2020-02-26,1972,,1.0,1.0,1.0,,,,, +23004548,Studio,1140.0,1050.0,90.0,35.0,1.0,-1.0,01.05.2020,1.0,,150.0,500.0,,"Steigerweg 26, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,700.0,100.0,,1500.0, +23003638,Wohnung,890.0,820.0,70.0,27.0,1.0,1.0,01.06.2020,,,50.0,550.0,,"Mühledorfstrasse 2, 3018 Bern",,bern,2020-02-26,,,,1.0,,250.0,350.0,800.0,4000.0,1.0 +23003778,Wohnung,1960.0,1850.0,110.0,100.0,5.0,1.0,01.04.2020,,,30.0,100.0,4.0,"Freiburgstrasse 115, 3008 Bern",,bern,2020-02-26,1896,,,1.0,,300.0,300.0,1000.0,400.0, +23001358,Wohnung,1395.0,1295.0,100.0,54.0,2.5,0.0,sofort,1.0,1.0,30.0,430.0,,"Brünnenstrasse 43a, 3018 Bern",,bern,2020-02-26,,,,,1.0,220.0,20.0,,,1.0 +23007278,Wohnung,1200.0,,,25.0,1.5,,nachVereinbarung,,,,,,"Militärstrasse 41, 3014 Bern",2020-02-23,bern,2020-02-26,,,,,,,,,, +23001357,Wohnung,1410.0,1300.0,110.0,54.0,2.5,1.0,sofort,1.0,1.0,30.0,430.0,,"Brünnenstrasse 43a, 3018 Bern",,bern,2020-02-26,,,,1.0,1.0,220.0,20.0,,, +23004647,Dachwohnung,1620.0,1500.0,120.0,,2.5,4.0,15.03.2020,,,270.0,230.0,,"Tellplatz 1, 3014 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,530.0,430.0,,950.0, +23008032,Wohnung,1430.0,,,50.0,2.0,1.0,15.04.2020,1.0,,1100.0,1000.0,,"Jurastrasse 99, 3013 Bern",,bern,2020-02-26,,1.0,,,,,,,, +23000701,Wohnung,1718.0,,,,3.5,,nachVereinbarung,,,,,,3008 Bern BE,2020-02-21,bern,2020-02-26,,,,,,,,,, +22996918,Wohnung,1480.0,1390.0,90.0,,3.5,2.0,01.04.2020,1.0,,,,,"Thüringstrasse 24, 3018 Bern",2020-02-21,bern,2020-02-26,,,,1.0,1.0,,,,, +23000224,Wohnung,725.0,,,,1.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-21,bern,2020-02-26,,,,,,,,,, +22999678,Wohnung,2770.0,2500.0,270.0,117.0,4.5,6.0,01.06.2020,,,,,3.0,"Scheuerrain 3, 3007 Bern",,bern,2020-02-26,2003,,,,,,,,, +23000765,Wohnung,1650.0,,,60.0,2.5,1.0,14.03.2020,1.0,1.0,,,,"Hochfeldstrasse 7, 3012 Bern",2020-02-21,bern,2020-02-26,,,,,,,,,, +23001261,Wohnung,1500.0,1315.0,185.0,50.0,2.5,3.0,15.03.2020,,1.0,150.0,150.0,3.0,"Seidenweg 70, 3012 Bern",,bern,2020-02-26,1979,,,,,,,,, +22998916,Wohnung,1250.0,,,80.0,2.5,,15.04.2020,,,,,,"Roschistrasse, 1a, 3007 Bern",2020-02-21,bern,2020-02-26,,,,,,,,,, +22999554,Wohnung,870.0,770.0,100.0,25.0,1.0,,nachVereinbarung,1.0,1.0,100.0,100.0,3.0,"Randweg 11, 3013 Bern",,bern,2020-02-26,1971,,,1.0,,250.0,,,,1.0 +22999694,Wohnung,730.0,600.0,130.0,,1.0,5.0,sofort,,1.0,100.0,500.0,,"Belpstrasse 41, 3007 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22999794,Wohnung,1450.0,1210.0,240.0,67.0,3.0,0.0,01.06.2020,1.0,,,,4.0,"Alemannenstrasse 46, 3018 Bern",2020-02-21,bern,2020-02-26,1951,,,1.0,1.0,,,,, +22996209,Wohnung,1760.0,1570.0,190.0,,3.0,,01.07.2020,1.0,,50.0,500.0,,"Schlossstrasse 91, 3008 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,50.0,500.0,,1000.0, +22995891,Wohnung,1060.0,950.0,110.0,,1.0,3.0,01.06.2020,,1.0,300.0,500.0,,"Brunngasse 12, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +18016327,Attika,1690.0,1550.0,140.0,,2.5,3.0,01.04.2020,1.0,,100.0,100.0,,"Unterer Aareggweg 5, 3004 Bern",,bern,2020-02-26,,1.0,,,,,,,, +22996108,Dachwohnung,1200.0,930.0,270.0,60.0,2.0,4.0,01.05.2020,,,100.0,100.0,,"Rodtmattstrasse 61, 3014 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22996914,Wohnung,1000.0,,,30.0,1.0,,sofort,,,,,,"Amthausgasse 1, 3011 Bern",2020-02-21,bern,2020-02-26,,,,,,,,,, +22996295,Wohnung,1750.0,1560.0,190.0,,3.0,2.0,15.05.2020,,,,,,"Lilienweg 17, 3007 Bern",,bern,2020-02-26,,,,,,,,,, +23005365,Wohnung,1945.0,,,70.0,2.5,0.0,01.04.2020,1.0,1.0,150.0,250.0,4.0,"Holligenstrasse 17, 3008 Bern",2020-02-21,bern,2020-02-26,2017,,1.0,1.0,,,,,,1.0 +22996913,Wohnung,850.0,,,30.0,1.0,,sofort,,,,,,3006 Bern,2020-02-21,bern,2020-02-26,,,,,,,,,, +22995468,Wohnung,1660.0,,,,2.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-21,bern,2020-02-26,,,,,,,,,, +22996912,Wohnung,1800.0,,,100.0,3.5,,sofort,,,,,,"Kirchenfeldquartier, 3005 Bern",2020-02-21,bern,2020-02-26,,,,,,,,,, +22992739,Dachwohnung,1705.0,1525.0,180.0,,2.0,2.0,01.05.2020,,,,,,"Brunngasse, 25, 3011 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22992547,Wohnung,1520.0,,,,2.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22992825,Wohnung,1450.0,,,,3.0,,nachVereinbarung,,,,,,3018 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22993702,Studio,1060.0,950.0,110.0,,1.5,3.0,01.03.2020,,1.0,,,,"Brunngasse 12, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22995364,Wohnung,1420.0,,,,2.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-21,bern,2020-02-26,,,,,,,,,, +22999034,Wohnung,2200.0,1900.0,300.0,115.0,4.5,7.0,01.04.2020,1.0,1.0,,,4.0,"Wankdorffeldstrasse 75, 3014 Bern",2020-02-20,bern,2020-02-26,1965,,1.0,1.0,,,,,, +22992694,Wohnung,2630.0,2300.0,330.0,123.0,4.5,0.0,sofort,,,,,,"Murtenstrasse 143 G, 3008 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22992548,Wohnung,1700.0,,,,2.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22992763,Wohnung,1550.0,1395.0,155.0,,3.5,5.0,01.05.2020,1.0,1.0,120.0,400.0,,"Murtenstrasse 7, 3008 Bern",,bern,2020-02-26,,1.0,,1.0,,360.0,320.0,,, +22992939,Wohnung,2500.0,,,,3.0,,nachVereinbarung,,,,,,3000 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22991121,Wohnung,1390.0,1220.0,170.0,55.0,2.5,1.0,01.05.2020,,,480.0,790.0,,"Murifeldweg 59, 3006 Bern",,bern,2020-02-26,,,,,,300.0,1130.0,,, +22992542,Dachwohnung,330.0,,,,1.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22990768,Wohnung,1250.0,,,50.0,2.5,,01.06.2020,,,,,,3006 Bern,2020-02-20,bern,2020-02-26,,,,,,,,,, +22992695,Wohnung,1220.0,1050.0,170.0,40.0,2.0,5.0,01.05.2020,,,,,,"Murtenstrasse 143 B, 3008 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22991787,Wohnung,1450.0,1250.0,200.0,,2.0,2.0,01.05.2020,1.0,,1430.0,410.0,,"Roschistrasse 8, 3007 Bern",,bern,2020-02-26,,,1.0,,,2440.0,,,, +22992543,Wohnung,1300.0,,,,2.5,,nachVereinbarung,,,,,,3006 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22992351,Wohnung,1320.0,,,,2.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22992693,Wohnung,1310.0,1140.0,170.0,48.0,2.0,1.0,01.05.2020,,,,,,"Murtenstrasse 143 B, 3008 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22990698,Wohnung,1620.0,1450.0,170.0,75.0,3.0,,01.05.2020,1.0,,270.0,230.0,4.0,"Tellplatz 1, 3014 Bern",,bern,2020-02-26,1942,,,1.0,,530.0,430.0,,, +22989570,Wohnung,1530.0,,,62.0,2.0,,sofort,,,,,,"Grünerweg 5, 3013 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22988325,Wohnung,1320.0,1070.0,250.0,71.0,3.0,2.0,01.06.2020,,1.0,100.0,50.0,5.0,"Effingerstr. 107, 3008 Bern",,bern,2020-02-26,1948,,,,,,120.0,,, +22989566,Wohnung,1200.0,1050.0,150.0,38.0,1.5,,,1.0,,20.0,30.0,,"Zieglerstrasse 37, 3007 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,200.0, +22988936,Wohnung,1700.0,1450.0,250.0,72.0,3.5,3.0,sofort,1.0,1.0,490.0,260.0,4.0,"Randweg 11, 3013 Bern",,bern,2020-02-26,1971,,,1.0,,230.0,290.0,250.0,2000.0,1.0 +22990583,Wohnung,1350.0,,,60.0,3.0,,nachVereinbarung,,,,,,"Baumgartenstrasse 15, 3018 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22990662,Wohnung,1500.0,1300.0,200.0,,3.0,3.0,01.05.2020,1.0,1.0,200.0,470.0,,"Brunnmattstrasse 71, 3007 Bern",,bern,2020-02-26,,,,1.0,,380.0,190.0,,, +22989564,Wohnung,1420.0,,,,2.5,,sofort,,,,,,"Mülinenstrasse, 3006 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22987640,Wohnung,950.0,800.0,150.0,32.0,1.0,1.0,sofort,,,,,,"Schifflaube 24, 3011 Bern BE",2020-02-20,bern,2020-02-26,,,,,,,,,, +22996917,Wohnung,1350.0,,,67.0,3.0,,sofort,,,,,,"Baumgartenstrasse 15, 3018 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22989088,Wohnung,3500.0,3200.0,300.0,110.0,5.0,2.0,01.05.2020,1.0,,400.0,140.0,,"Helvetiastrasse 27, 3005 Bern",,bern,2020-02-26,,,,1.0,1.0,570.0,,,, +22985085,Wohnung,1580.0,,,60.0,2.5,4.0,sofort,1.0,,,,,"Dorngasse 4, 3006 Bern BE",2020-02-19,bern,2020-02-26,,,,,,,,,, +22983446,Wohnung,1300.0,,,31.0,1.0,,01.08.2020,,,,,,3007 Bern,2020-02-19,bern,2020-02-26,,,,,,,,,, +22988431,Attika,2680.0,2450.0,230.0,,2.5,3.0,sofort,1.0,1.0,200.0,800.0,,"Bitziusstrasse 40, 3006 Bern",2020-02-20,bern,2020-02-26,2016,,1.0,,1.0,950.0,500.0,500.0,1000.0,1.0 +22985629,Wohnung,2600.0,2270.0,330.0,123.0,4.5,3.0,sofort,,,,,,"Murtenstrasse 143 G, 3008 Bern",2020-02-19,bern,2020-02-26,,,,,,,,,, +22985339,Wohnung,1700.0,1490.0,210.0,82.0,3.5,2.0,01.04.2020,1.0,,150.0,,4.0,"Heckenweg 4, 3007 Bern",2020-02-19,bern,2020-02-26,1961,,,,,,500.0,500.0,, +22985624,Attika,1730.0,1550.0,180.0,43.0,2.0,5.0,01.05.2020,,,,,,"Brückfeldstr. 19, 3012 Bern",2020-02-19,bern,2020-02-26,1976,,1.0,,,,,,, +22983541,Wohnung,1530.0,,,62.0,2.5,,01.04.2020,,,,,,"Grünerweg 5, 3013 Bern",2020-02-19,bern,2020-02-26,,,,,,,,,, +22984174,Wohnung,1700.0,1490.0,210.0,82.0,3.5,2.0,,,,,,,3007 Bern,2020-02-19,bern,2020-02-26,,,,,,,,,, +22985498,Wohnung,2300.0,2050.0,250.0,120.0,3.0,3.0,sofort,,,,100.0,,"Gerechtigkeitsgasse 77, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22984975,Wohnung,690.0,,,12.0,1.0,1.0,sofort,1.0,1.0,,,,"Weiermattstr 74, 3027 Bern BE",2020-02-19,bern,2020-02-26,,,,1.0,,,,,, +22988283,Wohnung,1370.0,1150.0,220.0,,3.0,9.0,sofort,1.0,1.0,,,,"Looslistrasse 66, 3027 Bern",2020-02-19,bern,2020-02-26,,,,,,,,,, +22981792,Wohnung,1330.0,1050.0,280.0,65.0,3.0,,01.06.2020,,,,400.0,5.0,"Goumoensstrasse 43, 3007 Bern",2020-02-19,bern,2020-02-26,1948,,1.0,1.0,,200.0,1100.0,1100.0,, +22978925,Wohnung,3160.0,2860.0,300.0,122.0,4.5,4.0,01.05.2020,1.0,1.0,20.0,20.0,,"Viktoriastrasse 21, 3013 Bern",2020-02-18,bern,2020-02-26,,,1.0,,,300.0,500.0,500.0,2000.0,1.0 +22983111,Wohnung,1250.0,1080.0,170.0,55.0,2.0,3.0,01.04.2020,1.0,,,,,"Seftigenstrasse 93, 3007 Bern",2020-02-19,bern,2020-02-26,,,1.0,,,,,,,1.0 +22983220,Wohnung,1690.0,1400.0,290.0,,3.5,2.0,sofort,1.0,1.0,,,,"Könizstrasse 29, 3008 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22983138,Wohnung,1330.0,1050.0,280.0,65.0,3.0,0.0,01.06.2020,,,200.0,400.0,5.0,"Goumoensstrasse 43, 3007 Bern",2020-02-19,bern,2020-02-26,1948,,1.0,1.0,,200.0,1100.0,1100.0,, +22992546,Wohnung,920.0,,,,2.0,,nachVereinbarung,,,,,,3018 Bern BE,2020-02-19,bern,2020-02-26,,,,,,,,,, +22981726,Wohnung,1820.0,1600.0,220.0,75.0,3.0,-1.0,01.06.2020,1.0,,220.0,700.0,,"Muristrasse 88, 3006 Bern",2020-02-19,bern,2020-02-26,,,,,,220.0,220.0,220.0,1000.0, +22976921,Dachwohnung,1165.0,965.0,200.0,53.0,2.0,3.0,01.05.2020,,,240.0,900.0,,"Biderstrasse 23, 3006 Bern",2020-02-18,bern,2020-02-26,,,,1.0,,350.0,,,1500.0, +22978084,Wohnung,1380.0,1100.0,280.0,58.0,3.0,0.0,sofort,1.0,1.0,170.0,300.0,4.0,"Waldmannstrasse 10, 3027 Bern",2020-02-18,bern,2020-02-26,1964,,,,,1000.0,700.0,,, +22978104,Wohnung,1840.0,1600.0,240.0,88.0,3.5,0.0,sofort,1.0,1.0,570.0,150.0,,"Jupiterstrasse 49a, 3015 Bern",,bern,2020-02-26,,,,,1.0,470.0,,,,1.0 +22977163,Wohnung,1630.0,1490.0,140.0,55.0,2.5,10.0,01.08.2020,1.0,1.0,100.0,450.0,4.0,"Hilfikerstrasse 4, 3014 Bern",,bern,2020-02-26,2020,,,,,2510.0,1670.0,,,1.0 +22976434,Wohnung,920.0,,,23.0,1.0,,01.04.2020,,,,,,"Thunstrasse 103, 3006 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +22976247,Dachwohnung,690.0,,,100.0,4.5,,nachVereinbarung,,,,,,"Seftigenstrasse 47, 3007 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +22989567,Wohnung,1250.0,,,,2.5,,sofort,,,,,,"Morillonstrasse, 3007 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +23015857,Wohnung,1400.0,,,,3.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-18,bern,2020-02-26,,,,,,,,,, +22977159,Wohnung,1570.0,1370.0,200.0,,2.5,2.0,01.04.2020,1.0,,230.0,260.0,,"Rodtmattstrasse 51, 3014 Bern",,bern,2020-02-26,,,1.0,1.0,,550.0,690.0,,, +22973983,Dachwohnung,2000.0,1675.0,325.0,90.0,4.0,4.0,01.04.2020,,1.0,220.0,650.0,,"Optingenstrasse 4, 3013 Bern",2020-02-18,bern,2020-02-26,,,,1.0,,600.0,450.0,450.0,3000.0,1.0 +22972391,Dachwohnung,1380.0,,,,3.0,,nachVereinbarung,,,,,,3006 Bern BE,2020-02-18,bern,2020-02-26,,,,,,,,,, +22975983,Wohnung,1350.0,1165.0,185.0,53.0,2.5,2.0,01.05.2020,1.0,,100.0,500.0,,"Zwyssigstrasse 41, 3007 Bern",,bern,2020-02-26,,,,1.0,,250.0,250.0,250.0,, +22983532,Wohnung,935.0,,,,1.0,,nachVereinbarung,,,,,,"Hildanusstrasse 18, 3013 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +22976101,Wohnung,1750.0,,,80.0,3.0,,01.03.2020,,,,,,"Waldstätterstrasse 23, 3014 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +17555800,Wohnung,2980.0,2680.0,300.0,102.0,4.0,4.0,01.05.2020,1.0,1.0,50.0,100.0,,"Viktoriastrasse 41, 3013 Bern",,bern,2020-02-26,1931,,,1.0,,,,,2000.0, +22974055,Wohnung,1804.0,1524.0,280.0,90.0,3.0,3.0,nachVereinbarung,,,,,,"Bolligenstrasse 46 A, 3006 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +22974414,Wohnung,2850.0,2500.0,350.0,110.0,4.0,2.0,01.04.2020,1.0,1.0,250.0,250.0,2.0,"Gutenbergstrasse 29, 3011 Bern",,bern,2020-02-26,1920,,1.0,1.0,,250.0,250.0,250.0,, +22972384,Dachwohnung,1350.0,,,,2.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-02-18,bern,2020-02-26,,,,,,,,,, +22976009,Wohnung,2220.0,2010.0,210.0,84.0,3.5,8.0,16.07.2020,1.0,1.0,100.0,450.0,4.0,"Hilfikerstrasse 4, 3014 Bern",,bern,2020-02-26,2020,,1.0,,,2510.0,1670.0,,,1.0 +22968430,Wohnung,1290.0,1150.0,140.0,,1.0,4.0,01.05.2020,,,,,,"Rodtmattstrasse 83, 3014 Bern",2020-02-17,bern,2020-02-26,,,,,,,,,, +22972274,Wohnung,1040.0,,,,1.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-18,bern,2020-02-26,,,,,,,,,, +22970510,Dachwohnung,1965.0,1745.0,220.0,89.0,3.5,4.0,16.03.2020,,,,,4.0,"Lagerweg 2, 3013 Bern",2020-02-17,bern,2020-02-26,1938,,1.0,1.0,,,16.0,,, +22969201,Dachwohnung,2900.0,2550.0,350.0,143.0,4.5,2.0,01.06.2020,1.0,,210.0,585.0,,"Kalcheggweg 27, 3006 Bern",2020-02-17,bern,2020-02-26,,1.0,,1.0,,680.0,850.0,,, +22972269,Wohnung,850.0,,,18.0,1.0,0.0,nachVereinbarung,1.0,,,,,"Sandrainstrasse 68, 3007 Bern BE",2020-02-18,bern,2020-02-26,,,,,,,,,, +22972268,Wohnung,690.0,,,15.0,1.0,4.0,sofort,,1.0,,,,"Seftigenstrasse 47, 3007 Bern BE",2020-02-18,bern,2020-02-26,2018,,,1.0,,,,,, +22970532,Wohnung,1320.0,1100.0,220.0,67.0,3.5,8.0,nachVereinbarung,,,200.0,400.0,,"Waldmannstrasse 53, 3027 Bern",,bern,2020-02-26,,,,,,300.0,670.0,1300.0,2000.0, +22970533,Wohnung,1320.0,1100.0,220.0,67.0,3.5,8.0,01.05.2020,,,200.0,250.0,,"Fellerstrasse 50, 3027 Bern",,bern,2020-02-26,,,,,,200.0,500.0,1300.0,2000.0, +22970327,Studio,880.0,750.0,130.0,33.0,1.0,3.0,01.05.2020,,1.0,50.0,100.0,4.0,"Mattenhofstr. 15, 3007 Bern",2020-02-17,bern,2020-02-26,1992,,1.0,1.0,1.0,500.0,500.0,1000.0,,1.0 +22969161,Wohnung,1490.0,1340.0,150.0,,2.5,,01.05.2020,1.0,1.0,10.0,160.0,,"Winkelriedstrasse 68, 3014 Bern",,bern,2020-02-26,,,,1.0,,340.0,320.0,,, +22970590,Wohnung,1835.0,1505.0,330.0,104.0,4.5,2.0,01.05.2020,1.0,1.0,,,,"Werkgasse 40, 3018 Bern",2020-02-17,bern,2020-02-26,,1.0,,1.0,,,,,, +22965669,Wohnung,1750.0,,,87.0,3.0,,sofort,,,,,,"Waldstätterstrasse, 3014 Bern",2020-02-17,bern,2020-02-26,,,,,,,,,, +22965670,Attika,1350.0,1200.0,150.0,64.0,2.5,3.0,,1.0,,,,4.0,"Bümplizstrasse 173, 3018 Bern",2020-02-17,bern,2020-02-26,1951,,,1.0,,,,,, +22967255,Wohnung,2740.0,2490.0,250.0,,4.5,2.0,01.03.2020,1.0,,100.0,100.0,,"Frikartweg 11, 3006 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,250.0,250.0,,,1.0 +22970172,Wohnung,1480.0,1230.0,250.0,75.0,3.0,2.0,sofort,,,,,,"Freiburgstrasse 506, 3018 Bern",2020-02-17,bern,2020-02-26,,1.0,1.0,,,,,,, +22967543,Dachwohnung,1250.0,,,,2.0,,nachVereinbarung,,,,,,"Muristrasse 72, 3006 Bern",2020-02-17,bern,2020-02-26,,,,,,,,,, +22967107,Wohnung,1320.0,1150.0,170.0,53.0,3.0,2.0,01.05.2020,,,300.0,500.0,4.0,"Keltenstrasse 82, 3018 Bern",,bern,2020-02-26,1954,,,,,,,,, +22967185,Wohnung,1160.0,1000.0,160.0,,2.5,1.0,01.04.2020,1.0,,25.0,75.0,,"Schlossstrasse 124, 3008 Bern",,bern,2020-02-26,,,,1.0,,,,,300.0, +22965671,Wohnung,1440.0,,,69.0,3.0,,sofort,,,,,,"Bümpliz, 3018 Bern",2020-02-17,bern,2020-02-26,,,,,,,,,, +22975988,Wohnung,1430.0,1300.0,130.0,,2.0,2.0,01.05.2020,1.0,,,,,"Könizstrasse 4, 3008 Bern",2020-02-17,bern,2020-02-26,,,,,,,,,, +22965666,Wohnung,1200.0,,,,4.5,,sofort,,,,,,3014 Bern,2020-02-17,bern,2020-02-26,,,,,,,,,, +22965663,Wohnung,1550.0,,,70.0,4.0,,sofort,,,,,,3012 Bern,2020-02-17,bern,2020-02-26,,,,,,,,,, +22965117,Wohnung,1805.0,1510.0,295.0,63.0,3.5,,,,,,,,3007 Bern,2020-02-17,bern,2020-02-26,,,,,,,,,, +22965360,Wohnung,2870.0,2650.0,220.0,89.0,3.0,2.0,01.05.2020,,,80.0,30.0,,"Marktgasse 17, 3011 Bern",2020-02-17,bern,2020-02-26,1731,,,,,,,,, +22965114,Wohnung,1615.0,1400.0,215.0,63.0,3.0,,,,,,,,3007 Bern,2020-02-17,bern,2020-02-26,,,,,,,,,, +22967024,Wohnung,1805.0,1510.0,295.0,63.0,3.5,0.0,01.04.2020,,,350.0,400.0,3.0,"Kirchbühlweg 48, 3007 Bern",2020-02-17,bern,2020-02-26,1929,,,,,2200.0,550.0,280.0,, +22965361,Wohnung,1615.0,1400.0,215.0,63.0,3.0,0.0,01.05.2020,,,60.0,120.0,4.0,"Holzikofenweg 5, 3007 Bern",2020-02-17,bern,2020-02-26,1905,,,,,,,,, +22963491,Wohnung,1910.0,,,,4.0,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-17,bern,2020-02-26,,,,,,,,,, +22965391,Wohnung,1195.0,1020.0,175.0,,2.5,14.0,sofort,,1.0,500.0,100.0,,"Jupiterstrasse 45, 3015 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22965421,Wohnung,1690.0,1530.0,160.0,,3.0,0.0,01.04.2020,1.0,,100.0,50.0,,"Könizstrasse 63, 3008 Bern",,bern,2020-02-26,,,,1.0,1.0,1400.0,500.0,500.0,1000.0, +22961573,Dachwohnung,1680.0,1540.0,140.0,75.0,2.5,5.0,01.05.2020,1.0,,100.0,100.0,4.0,"Weissensteinstrasse 27, 3008 Bern",,bern,2020-02-26,1927,,,,,,,,, +22963488,Studio,1000.0,,,,1.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-17,bern,2020-02-26,,,,,,,,,, +22962980,Wohnung,1550.0,1350.0,200.0,66.0,3.0,2.0,01.05.2020,1.0,,100.0,500.0,4.0,"Winkelriedstrasse 63, 3014 Bern",,bern,2020-02-26,1950,,,1.0,,100.0,200.0,300.0,1000.0, +22961553,Wohnung,1600.0,1400.0,200.0,,2.5,3.0,sofort,1.0,,180.0,250.0,,"Rodtmattstrasse 52, 3014 Bern",,bern,2020-02-26,,,,1.0,,1050.0,940.0,,1200.0, +22962895,Dachwohnung,1800.0,1550.0,250.0,110.0,3.5,2.0,01.04.2020,,,100.0,300.0,6.0,"Kirchenfeldstrasse 10, 3005 Bern",,bern,2020-02-26,1899,,,1.0,,,,,1500.0, +22962389,Wohnung,2100.0,,,73.0,3.5,1.0,02.03.2020,,,,,,"Hallerstrasse 21, 3012 Bern",,bern,2020-02-26,,1.0,,1.0,,,,,, +22963487,Wohnung,1500.0,,,55.0,1.0,6.0,01.04.2020,1.0,,,,4.0,3011 Bern BE,2020-02-17,bern,2020-02-26,2010,,,1.0,,,,,, +22955102,Studio,1160.0,,,,1.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-14,bern,2020-02-26,,,,,,,,,, +22958129,Wohnung,1250.0,,,,2.0,,sofort,,,,,,"seftigenstrasse 93, 3007 Bern",2020-02-15,bern,2020-02-26,,,,,,,,,, +22955398,Wohnung,1280.0,,,,2.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-14,bern,2020-02-26,,,,,,,,,, +22955045,Wohnung,1000.0,,,,1.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-02-14,bern,2020-02-26,,,,,,,,,, +22955397,Wohnung,400.0,,,,1.0,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-14,bern,2020-02-26,,,,,,,,,, +22955403,Wohnung,2310.0,2080.0,230.0,95.0,4.5,3.0,01.07.2020,1.0,1.0,150.0,100.0,3.0,"Könizstrasse 21, 3008 Bern",2020-02-14,bern,2020-02-26,1990,,,1.0,1.0,550.0,650.0,550.0,1000.0,1.0 +22955768,Wohnung,1180.0,,,55.0,2.0,,sofort,,,,,,3018 Bern,2020-02-14,bern,2020-02-26,,,,,,,,,, +22955757,Wohnung,2420.0,,,100.0,4.5,,sofort,,,,,,"Schwarztorstrasse 102, 3007 Bern",2020-02-14,bern,2020-02-26,,,,,,,,,, +23000226,Wohnung,490.0,,,,2.0,,nachVereinbarung,,,,,,3006 Bern BE,2020-02-14,bern,2020-02-26,,,,,,,,,, +22952290,Wohnung,2370.0,2090.0,280.0,83.0,3.5,2.0,01.05.2020,1.0,,100.0,500.0,,"Stadtbachstrasse 40, 3012 Bern",,bern,2020-02-26,,,,1.0,,,,,, +23004673,Wohnung,1460.0,1350.0,110.0,45.0,1.5,0.0,01.05.2020,,,400.0,400.0,,"Flurstrasse 29, 3014 Bern",2020-02-14,bern,2020-02-26,1932,,1.0,1.0,,200.0,700.0,800.0,, +22954473,Wohnung,1700.0,1500.0,200.0,,2.5,4.0,,,,,,,3014 Bern,2020-02-14,bern,2020-02-26,,,,,,,,,, +22951911,Wohnung,1630.0,1450.0,180.0,,3.0,0.0,01.04.2020,1.0,,,,,"Sulgenrain 8, 3007 Bern",,bern,2020-02-26,1930,,,1.0,,,,,, +22952289,Wohnung,1490.0,1290.0,200.0,,3.5,2.0,01.03.2020,1.0,,100.0,250.0,,"Ginsterweg 16, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22962722,Wohnung,1690.0,1440.0,250.0,71.0,3.0,4.0,nachVereinbarung,,,,,,"Effingerstrasse 41d, 3008 Bern",2020-02-14,bern,2020-02-26,,,,,,,,,, +22954197,Studio,1000.0,,,40.0,1.0,,nachVereinbarung,,,,,,"Schlossstrasse 118, 3008 Bern",2020-02-14,bern,2020-02-26,,,,,,,,,, +22955753,Wohnung,1280.0,1100.0,180.0,58.0,2.0,1.0,01.05.2020,,,10.0,170.0,,"Schwarztorstrasse 95, 3007 Bern",2020-02-14,bern,2020-02-26,,,,,,,,,, +22962560,Wohnung,2260.0,2000.0,260.0,,3.5,1.0,sofort,1.0,,,,,"Morellweg 12, 3007 Bern",2020-02-14,bern,2020-02-26,1907,,,1.0,1.0,,,,, +22965416,Wohnung,2950.0,2700.0,250.0,125.0,4.5,0.0,01.04.2020,1.0,1.0,200.0,200.0,,"Tscharnerstrasse 16, 3007 Bern",,bern,2020-02-26,,,,,1.0,,,,, +22949449,Wohnung,1590.0,1400.0,190.0,,3.5,0.0,01.03.2020,1.0,,50.0,50.0,,"Looslistrasse 79, 3027 Bern",,bern,2020-02-26,,,,1.0,,,,,500.0, +22946536,Wohnung,1050.0,1000.0,50.0,45.0,2.0,1.0,01.03.2020,,,200.0,360.0,,"Federweg 24, 3008 Bern",,bern,2020-02-26,,,,,,740.0,730.0,,, +22949689,Wohnung,2150.0,1900.0,250.0,,4.5,1.0,sofort,1.0,,100.0,480.0,,"Robinsonweg 38, 3006 Bern",,bern,2020-02-26,1974,1.0,1.0,1.0,1.0,50.0,,,, +22947161,Wohnung,1780.0,1460.0,320.0,101.0,4.0,3.0,01.05.2020,,,500.0,500.0,5.0,"Belpstrasse 28, 3007 Bern",,bern,2020-02-26,1950,,,,,1000.0,950.0,950.0,, +22946168,Wohnung,2730.0,2380.0,350.0,100.0,3.5,0.0,01.05.2020,,1.0,120.0,600.0,,"Frikartweg 21, 3006 Bern",,bern,2020-02-26,,,,,,,,,, +22949555,Wohnung,950.0,800.0,150.0,25.0,1.0,0.0,01.06.2020,,,,,3.0,"Gesellschaftsstr. 42, 3012 Bern",2020-02-13,bern,2020-02-26,1977,,1.0,,,,,,, +22963729,Studio,710.0,,,,1.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-13,bern,2020-02-26,,,,,,,,,, +22947888,Wohnung,600.0,550.0,50.0,11.0,1.0,4.0,nachVereinbarung,1.0,1.0,,,,3007 Bern BE,2020-02-13,bern,2020-02-26,1980,,,,,,,,, +22951125,Wohnung,1420.0,1160.0,260.0,76.0,3.5,6.0,sofort,,1.0,100.0,50.0,5.0,"Effingerstr. 103, 3008 Bern",,bern,2020-02-26,1948,,,,,,120.0,,, +13552194,Wohnung,2500.0,2300.0,200.0,100.0,5.0,2.0,01.07.2020,1.0,,200.0,200.0,,"Holligenstrasse 94, 3008 Bern",,bern,2020-02-26,,1.0,,1.0,,,,,500.0, +22951945,Wohnung,2450.0,2170.0,280.0,85.0,3.5,1.0,01.04.2020,1.0,,820.0,180.0,2.0,"Nordweg 10, 3013 Bern",2020-02-13,bern,2020-02-26,1882,1.0,,,,150.0,290.0,,750.0,1.0 +22943663,Dachwohnung,1280.0,,,55.0,2.5,3.0,01.04.2020,,,100.0,100.0,,"Balmweg 33, 3007 Bern",2020-02-13,bern,2020-02-26,,,,,,,,,1000.0, +22944029,Wohnung,2140.0,1840.0,300.0,90.0,4.5,2.0,01.05.2020,1.0,1.0,50.0,800.0,,"Länggassstrasse 91, 3012 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,1200.0, +22944583,Wohnung,2000.0,,,,3.0,,sofort,,,,,,3006 Bern,2020-02-13,bern,2020-02-26,,,,,,,,,, +22951947,Wohnung,1410.0,1250.0,160.0,70.0,2.5,3.0,01.05.2020,1.0,,350.0,350.0,,"Olivenweg 44, 3018 Bern",2020-02-13,bern,2020-02-26,,,,,,,,,750.0, +22944580,Wohnung,1630.0,,,70.0,3.0,,sofort,,,,,,"Kirchenfeldstrasse 53, 3005 Bern",2020-02-13,bern,2020-02-26,,,,,,,,,, +22944050,Wohnung,1390.0,1200.0,190.0,70.0,3.0,1.0,01.05.2020,1.0,,,,,"Schlossstrasse 113, 3008 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,, +22946123,Wohnung,1560.0,1230.0,330.0,,3.0,2.0,01.04.2020,1.0,,,,,"Weissensteinstrasse 38, 3007 Bern",2020-02-13,bern,2020-02-26,1956,,1.0,,1.0,,,,, +22944589,Wohnung,915.0,,,,1.0,,sofort,,,,,,"Zähringerstrasse 45, 3012 Bern",2020-02-13,bern,2020-02-26,,,,,,,,,, +22939406,Wohnung,1800.0,1580.0,220.0,89.0,3.5,3.0,01.05.2020,,,500.0,,4.0,"Hüsliackerstrasse 11, 3018 Bern",,bern,2020-02-26,2009,,,,,,,,500.0, +22941234,Wohnung,1380.0,1130.0,250.0,57.0,2.5,4.0,,,,,,,3008 Bern,2020-02-13,bern,2020-02-26,,,,,,,,,, +22940683,Wohnung,910.0,850.0,60.0,20.0,1.0,1.0,nachVereinbarung,1.0,,,,,"Holzikofenweg 1, 3007 Bern BE",2020-02-13,bern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22942586,Wohnung,1350.0,1160.0,190.0,60.0,2.0,,01.03.2020,1.0,1.0,,,,"Scheibenstrasse 25, 3014 Bern BE",2020-02-13,bern,2020-02-26,,,,,,,,,, +22940018,Wohnung,2435.0,2115.0,320.0,172.0,2.5,1.0,01.05.2020,,1.0,50.0,2500.0,5.0,"Hintere Engehaldestrasse 12, 3004 Bern",2020-02-12,bern,2020-02-26,1991,,,,,450.0,3000.0,3000.0,, +22943190,Wohnung,1780.0,1530.0,250.0,67.0,3.0,1.0,01.05.2020,1.0,,180.0,550.0,,"Wabernstrasse 87, 3007 Bern",2020-02-13,bern,2020-02-26,1950,,1.0,,1.0,500.0,500.0,1000.0,4000.0, +22943189,Wohnung,1380.0,1130.0,250.0,57.0,2.5,4.0,01.05.2020,1.0,,,,,"Freiburgstrasse 58/L, 3008 Bern",,bern,2020-02-26,,,,,,,,,,1.0 +22939433,Wohnung,1495.0,1360.0,135.0,75.0,3.5,,sofort,1.0,1.0,30.0,430.0,4.0,"Brünnenstrasse 43a, 3018 Bern",,bern,2020-02-26,1964,1.0,,,1.0,220.0,20.0,,,1.0 +22939382,Wohnung,1430.0,1190.0,240.0,,3.0,1.0,01.06.2020,1.0,,100.0,500.0,,"Keltenstrasse 35, 3018 Bern",,bern,2020-02-26,,,,1.0,,,,,700.0, +22939407,Wohnung,2270.0,2000.0,270.0,96.0,3.5,2.0,01.05.2020,,,,,5.0,"Weltpoststrasse 8c, 3015 Bern",,bern,2020-02-26,2012,,,,,,,,, +22939305,Wohnung,1200.0,1000.0,200.0,35.0,1.0,1.0,01.03.2020,,1.0,100.0,300.0,,"Nydeggstalden 8, 3011 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,3000.0, +22939638,Wohnung,1390.0,1160.0,230.0,63.0,3.0,1.0,nachVereinbarung,,,300.0,650.0,,"Fröschmattstrasse 20, 3018 Bern",2020-02-12,bern,2020-02-26,,,,,,350.0,1400.0,4900.0,2500.0, +22939332,Wohnung,2280.0,2000.0,280.0,100.0,3.5,1.0,01.05.2020,1.0,,,,,"Wilkerstrasse 32, 3008 Bern",,bern,2020-02-26,,,,,,,,,, +22999552,Wohnung,950.0,850.0,100.0,30.0,1.0,3.0,01.04.2020,1.0,,,,,"Seftigenstrasse 95, 3007 Bern",2020-02-12,bern,2020-02-26,,,1.0,,,,,,, +22939276,Wohnung,1393.0,1213.0,180.0,52.0,2.0,5.0,01.05.2020,1.0,1.0,350.0,,3.0,"Fabrikstrasse 29 B, 3012 Bern",2020-02-12,bern,2020-02-26,1960,,,,,,,,, +22939313,Attika,3385.0,3035.0,350.0,119.0,5.0,4.0,01.05.2020,1.0,1.0,100.0,100.0,,"Mattenhofstrasse 39, 3007 Bern",,bern,2020-02-26,,,1.0,,1.0,,500.0,,, +22938234,Wohnung,1700.0,1500.0,200.0,,3.0,0.0,01.05.2020,1.0,,,,,"Attinghausenstrasse 13, 3014 Bern",2020-02-12,bern,2020-02-26,,,,,,,,,, +22939331,Wohnung,2880.0,2380.0,500.0,131.0,4.5,2.0,01.05.2020,1.0,1.0,,,,"Le-Corbusier-Platz 11, 3027 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +23023797,Wohnung,1375.0,1050.0,325.0,,3.5,,,,,,,,3018 Bern,2020-02-12,bern,2020-02-26,,,,,,,,,, +22939242,Wohnung,1190.0,950.0,240.0,,2.0,0.0,01.05.2020,,,,,,"Jupiterstrasse 41, 3015 Bern",,bern,2020-02-26,,,,,,,,,, +22934785,Wohnung,1368.0,,,47.0,2.5,-1.0,sofort,,1.0,390.0,,,"Murtenstrasse 143 B, 3008 Bern",,bern,2020-02-26,,,,1.0,,750.0,600.0,,10.0,1.0 +22936337,Wohnung,1500.0,1290.0,210.0,66.0,3.5,,01.04.2020,1.0,,89.0,229.0,,"Zelgstrasse 31, 3027 Bern",,bern,2020-02-26,,,,1.0,1.0,145.0,111.0,443.0,711.0,1.0 +22934611,Wohnung,1040.0,900.0,140.0,25.0,1.0,4.0,01.05.2020,,1.0,120.0,500.0,2.0,"Seilerstrasse 25, 3011 Bern",2020-02-12,bern,2020-02-26,1910,,,,,2400.0,900.0,900.0,, +22934667,Wohnung,1640.0,1440.0,200.0,78.0,3.0,2.0,01.05.2020,,,100.0,100.0,,"Weissensteinstrasse 22a, 3008 Bern",,bern,2020-02-26,,,,,,,,,, +22936087,Wohnung,1190.0,950.0,240.0,,2.0,,,,,,,,3015 Bern,2020-02-12,bern,2020-02-26,,,,,,,,,, +22936306,Wohnung,2880.0,2380.0,500.0,131.0,4.5,2.0,,,,,,,3027 Bern,2020-02-12,bern,2020-02-26,,,,,,,,,, +22936305,Wohnung,2280.0,2000.0,280.0,100.0,3.5,1.0,,,,,,,3008 Bern,2020-02-12,bern,2020-02-26,,,,,,,,,, +22934786,Dachwohnung,1150.0,1000.0,150.0,,2.0,3.0,01.04.2020,,,1290.0,1260.0,,"Vennerweg 6, 3006 Bern",,bern,2020-02-26,,,,,,480.0,790.0,,, +22972267,Wohnung,1085.0,935.0,150.0,,1.0,0.0,01.05.2020,,,,,,"Hildanusstrasse 18, 3013 Bern BE",2020-02-12,bern,2020-02-26,2000,,,,,,,,, +22934107,Wohnung,1550.0,1350.0,200.0,68.0,3.0,1.0,01.06.2020,,,,,,"Schlossstrasse 106, 3008 Bern",,bern,2020-02-26,,,,,,,,,, +22930157,Wohnung,1530.0,1290.0,240.0,64.0,2.5,1.0,15.04.2020,1.0,,,,4.0,"Funkerstrasse 17, 3013 Bern",2020-02-11,bern,2020-02-26,1943,,,,,,,,, +23023378,Wohnung,1225.0,1050.0,175.0,52.0,2.5,0.0,01.04.2020,,,,,,"Bottigenstrasse 31, 3018 Bern",2020-02-11,bern,2020-02-26,,,,,,,,,, +22930381,Wohnung,3050.0,2640.0,410.0,110.0,3.5,2.0,nachVereinbarung,1.0,1.0,500.0,500.0,,"Matterstrasse 4, 3006 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,250.0,250.0,250.0,,1.0 +22930380,Wohnung,3085.0,2685.0,400.0,124.0,4.5,1.0,31.10.2020,1.0,1.0,100.0,100.0,,"Matterstrasse 2, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,250.0,250.0,,,1.0 +22930475,Wohnung,1800.0,1600.0,200.0,76.0,3.0,2.0,01.05.2020,,,20.0,10.0,,"Seftigenstrasse 40, 3007 Bern",2020-02-11,bern,2020-02-26,,,1.0,1.0,,,,,1000.0, +22930236,Wohnung,1700.0,,,,1.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-11,bern,2020-02-26,,,,,,,,,, +22929352,Wohnung,2550.0,2260.0,290.0,,3.5,2.0,nachVereinbarung,1.0,1.0,640.0,510.0,,"Stadtbachstrasse 40, 3012 Bern",,bern,2020-02-26,,,,1.0,1.0,810.0,,,, +22930674,Wohnung,1250.0,,,,2.5,5.0,01.05.2020,,,,,,3007 Bern BE,2020-02-11,bern,2020-02-26,,,,,,,,,, +22933485,Wohnung,610.0,,,9.0,1.0,10.0,sofort,1.0,1.0,,,,"Mühledorfstrasse, 1, 3018 Bern BE",2020-02-12,bern,2020-02-26,,,,,,,,,,1.0 +22930732,Wohnung,1790.0,1590.0,200.0,95.0,3.5,1.0,15.05.2020,,1.0,150.0,200.0,5.0,"Könizstrasse 21a, 3008 Bern",2020-02-11,bern,2020-02-26,1990,,,1.0,1.0,550.0,650.0,550.0,1000.0,1.0 +22927851,Wohnung,1210.0,,,55.0,2.5,,sofort,,,,,,"Kalcheggweg 4, 3006 Bern",2020-02-11,bern,2020-02-26,,,,,,,,,, +22926768,Wohnung,2280.0,1990.0,290.0,119.0,2.5,2.0,01.05.2020,,,,,,"Dählhölzliweg 3, 3005 Bern",2020-02-11,bern,2020-02-26,,,,1.0,,,,,, +22926744,Wohnung,1370.0,1180.0,190.0,50.0,2.5,4.0,15.04.2020,1.0,1.0,30.0,30.0,3.0,"Brunnmattstrasse 20 A, 3007 Bern",,bern,2020-02-26,1974,,,,,,,,, +22935654,Wohnung,1375.0,,,,2.0,,sofort,,,,,,"Federweg, 3008 Bern",2020-02-11,bern,2020-02-26,,,,,,,,,, +22926841,Wohnung,1780.0,1600.0,180.0,,1.5,2.0,01.03.2020,,,50.0,100.0,,"Zibelegässli 16, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22921196,Wohnung,1900.0,1730.0,170.0,85.0,2.0,1.0,01.03.2020,,,100.0,250.0,,"Schifflaube 22, 3011 Bern",,bern,2020-02-26,,,,,,200.0,50.0,,, +22926787,Wohnung,1900.0,1550.0,350.0,,3.0,5.0,01.06.2020,,1.0,100.0,150.0,,"Viktoriarain 17, 3013 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22924690,Wohnung,1900.0,1550.0,350.0,,3.0,5.0,,,,,,,3013 Bern,2020-02-11,bern,2020-02-26,,,,,,,,,, +22926854,Wohnung,1230.0,1050.0,180.0,,2.5,,01.03.2020,1.0,,,,,"Stöckackerstrasse 77, 3018 Bern",,bern,2020-02-26,,,,,,,,,,1.0 +22927538,Wohnung,1510.0,1290.0,220.0,75.0,3.5,11.0,01.03.2020,1.0,1.0,,,4.0,"Normannenstrasse 35, 3018 Bern",2020-02-11,bern,2020-02-26,1966,,,1.0,1.0,,,,,1.0 +22917444,Wohnung,1690.0,1510.0,180.0,,2.5,4.0,,,,50.0,100.0,,"Monbijoustrasse 82, 3007 Bern",2020-02-10,bern,2020-02-26,,,,,,,,,, +22921966,Wohnung,2170.0,1950.0,220.0,93.0,3.5,1.0,,1.0,,,,,"Gryphenhübeliweg 26, 3006 Bern",2020-02-10,bern,2020-02-26,,,,,,,,,, +22921444,Wohnung,1680.0,1480.0,200.0,61.0,2.5,4.0,01.05.2020,1.0,,,,3.0,"Gutenbergstr. 39, 3011 Bern",2020-02-10,bern,2020-02-26,1934,,1.0,,,,225.0,,, +22918193,Wohnung,1840.0,1600.0,240.0,73.0,3.0,0.0,01.06.2020,,,250.0,700.0,4.0,"Muristrasse 92, 3006 Bern",,bern,2020-02-26,1941,,,,,,,,, +22921968,Wohnung,840.0,730.0,110.0,26.0,1.0,1.0,,1.0,,,,,"Giacomettistrasse 25 a, 3006 Berne",2020-02-10,bern,2020-02-26,,,,,,,,,, +22920049,Wohnung,2585.0,2350.0,235.0,100.0,3.5,2.0,01.03.2020,1.0,1.0,160.0,50.0,3.0,"Schwarztorstrasse 102, 3007 Bern",,bern,2020-02-26,2013,,,1.0,1.0,320.0,280.0,,, +22921036,Wohnung,1475.0,1235.0,240.0,70.0,3.5,3.0,01.05.2020,1.0,1.0,,,,"Balthasarstrasse 19, 3027 Bern",2020-02-10,bern,2020-02-26,,,,,,,,,, +22918325,Wohnung,1900.0,1590.0,310.0,,4.0,3.0,01.05.2020,1.0,,200.0,500.0,,"Holzikofenweg 20, 3007 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,, +22917445,Wohnung,1685.0,,,75.0,3.0,,sofort,,,,,,"beundenfeldstrasse, 3013 Bern",2020-02-10,bern,2020-02-26,,,,,,,,,, +22918106,Wohnung,1580.0,1400.0,180.0,54.0,2.5,0.0,15.03.2020,1.0,1.0,190.0,64.0,3.0,"Quartiergasse 16, 3013 Bern",2020-02-10,bern,2020-02-26,1972,,,,,290.0,100.0,100.0,, +22917261,Wohnung,1295.0,1050.0,245.0,,2.5,14.0,nachVereinbarung,1.0,1.0,,,,"Holenackerstrasse 65, 3027 Bern",2020-02-10,bern,2020-02-26,,,,1.0,,,,,, +22916861,Dachwohnung,1250.0,1060.0,190.0,65.0,3.0,2.0,01.04.2020,,,100.0,100.0,5.0,"Aehrenweg 29, 3027 Bern",2020-02-10,bern,2020-02-26,1950,,1.0,1.0,,1000.0,1000.0,,2000.0, +22915007,Wohnung,2900.0,2700.0,200.0,120.0,4.0,2.0,sofort,1.0,,150.0,400.0,2.0,"Diesbachstrasse, 3012 Bern",,bern,2020-02-26,1906,,,1.0,,,,,, +22915512,Wohnung,1030.0,,,26.0,1.0,1.0,09.03.2020,1.0,1.0,,,,"Parkstrasse 11, 3014 Bern BE",2020-02-10,bern,2020-02-26,,1.0,,,,,,,,1.0 +22915626,Wohnung,1344.0,,,,1.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-02-09,bern,2020-02-26,,,,,,,,,, +22927029,Wohnung,1520.0,,,,3.0,,01.03.2020,,,,,,"Waldheimstrasse 8, 3012 Bern",2020-02-10,bern,2020-02-26,,,,,,,,,, +22915623,Wohnung,855.0,,,,1.0,2.0,01.04.2020,1.0,1.0,,,,"Mittelstrasse 16, 3012 Bern BE",2020-02-10,bern,2020-02-26,,,,,,,,,, +22915513,Wohnung,890.0,,,15.0,1.0,4.0,01.06.2020,1.0,1.0,,,,"Chutzenstrasse 67, 3007 Bern BE",2020-02-10,bern,2020-02-26,,,,,,,,,, +22915909,Wohnung,1730.0,,,,3.0,,nachVereinbarung,,,,,,3014 Bern BE,2020-02-10,bern,2020-02-26,,,,,,,,,, +22921967,Wohnung,1360.0,1200.0,160.0,57.0,2.5,4.0,,1.0,,,,6.0,"Giacomettistrasse 25, 3006 Bern",2020-02-10,bern,2020-02-26,2016,,,,,,,,, +22914284,Wohnung,1000.0,,,36.0,2.0,,15.03.2020,,,,,,"Weberstrasse, 3007 Bern",2020-02-09,bern,2020-02-26,,,,,,,,,, +22914286,Wohnung,1250.0,,,52.0,2.0,,01.03.2020,,,,,,"Landoltstrasse, 3007 Bern",2020-02-09,bern,2020-02-26,,,,,,,,,, +22992549,Wohnung,850.0,,,,1.5,,nachVereinbarung,,,,,,3006 Bern BE,2020-02-08,bern,2020-02-26,,,,,,,,,, +22914048,Wohnung,2080.0,,,90.0,3.5,,01.03.2020,,,,,,"Kyburgstrasse 1, 3013 Bern",2020-02-09,bern,2020-02-26,,,,,,,,,, +22907779,Wohnung,1640.0,1400.0,240.0,80.0,3.5,2.0,01.04.2020,1.0,,660.0,340.0,,"Alemannenstrasse 40, 3018 Bern",,bern,2020-02-26,,,,,1.0,330.0,670.0,,, +22912720,Studio,1200.0,,,20.0,1.0,,nachVereinbarung,,,,,,"Mittelstrasse, 3012 Bern",2020-02-08,bern,2020-02-26,,,,,,,,,, +22907776,Wohnung,1640.0,1400.0,240.0,77.0,3.5,1.0,sofort,1.0,,660.0,340.0,,"Alemannenstrasse 40, 3018 Bern",,bern,2020-02-26,,,,,1.0,330.0,670.0,,, +22909233,Wohnung,1690.0,1450.0,240.0,87.0,3.5,2.0,01.05.2020,1.0,,690.0,600.0,,"Alemannenstrasse 44, 3018 Bern",,bern,2020-02-26,,,,,1.0,250.0,810.0,,, +22904990,Wohnung,1390.0,1190.0,200.0,75.0,3.0,0.0,nachVereinbarung,1.0,,70.0,1200.0,,"Faehrstrasse 29, 3004 Bern",2020-02-07,bern,2020-02-26,,1.0,,1.0,,1200.0,1200.0,1200.0,2000.0, +22907750,Wohnung,2100.0,1900.0,200.0,86.0,3.0,2.0,15.03.2020,1.0,1.0,100.0,100.0,,3012 Bern,,bern,2020-02-26,,,1.0,1.0,,,,,1000.0, +22907663,Dachwohnung,1260.0,1100.0,160.0,72.0,2.5,,16.03.2020,,,,,5.0,"Schwarztorstrasse 97, 3007 Bern",,bern,2020-02-26,1929,,,1.0,,,,,, +22905888,Wohnung,1400.0,1240.0,160.0,,2.5,1.0,sofort,,,100.0,100.0,,"Kasernenstrasse 11c, 3013 Bern",,bern,2020-02-26,1930,,,,,,,,, +22904395,Wohnung,1860.0,,,80.0,3.5,,sofort,,,,,,"Hüsliackerstrasse 23, 3018 Bern",2020-02-07,bern,2020-02-26,,,,,,,,,, +22909204,Wohnung,3700.0,3500.0,200.0,130.0,5.5,,01.03.2020,1.0,,,,,3006 Bern,2020-02-07,bern,2020-02-26,1960,1.0,,1.0,1.0,,,,,1.0 +22902034,Wohnung,1490.0,1340.0,150.0,59.0,2.5,3.0,sofort,,1.0,,,,"Mühledorfstrasse 4, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22961182,Wohnung,1450.0,1150.0,300.0,,1.5,2.0,01.05.2020,,,840.0,1480.0,,"Kollerweg 30, 3006 Bern",,bern,2020-02-26,,,,,,560.0,560.0,,, +22903942,Wohnung,1870.0,1590.0,280.0,90.0,4.5,3.0,16.05.2020,1.0,1.0,100.0,100.0,,"Waldmannstrasse 14, 3027 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,100.0,100.0,100.0,, +22901311,Wohnung,2000.0,1750.0,250.0,,2.5,0.0,01.04.2020,1.0,,50.0,100.0,,"Hallwylstrasse, 3005 Bern",,bern,2020-02-26,1900,,,,,,,,, +22901294,Wohnung,2870.0,2570.0,300.0,115.0,3.5,2.0,01.06.2020,1.0,,100.0,100.0,,"Jubiläumsstrasse 97, 3005 Bern",,bern,2020-02-26,,,,1.0,,,,,,1.0 +22900020,Wohnung,1580.0,1340.0,240.0,,3.0,1.0,01.05.2020,1.0,,,,,"Schenkstrasse 41, 3008 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22900019,Wohnung,1180.0,1020.0,160.0,,1.0,2.0,sofort,1.0,,280.0,570.0,,"Morillonstrasse 48, 3007 Bern",,bern,2020-02-26,,,,,,370.0,,,, +22898386,Wohnung,860.0,,,,1.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-07,bern,2020-02-26,,,,,,,,,, +22898387,Wohnung,1160.0,,,28.0,1.5,1.0,01.04.2020,1.0,1.0,,,,"Quartiergasse, 3013 Bern BE",2020-02-07,bern,2020-02-26,1980,,,,,,,,, +22901545,Wohnung,1626.0,1466.0,160.0,65.0,2.0,3.0,01.03.2020,,,,100.0,,"Gerechtigkeitsgasse 56, 3011 Bern",2020-02-07,bern,2020-02-26,,,,,,,,,, +22901993,Wohnung,1860.0,1460.0,400.0,92.0,4.5,4.0,01.05.2020,1.0,1.0,100.0,60.0,,"Sulgeneckstrasse 64, 3006 Bern",,bern,2020-02-26,,1.0,1.0,1.0,,1110.0,630.0,,1500.0,1.0 +22900764,Wohnung,2650.0,2100.0,550.0,,5.0,3.0,01.06.2020,1.0,1.0,100.0,200.0,,"Untermattweg 64, 3027 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22900625,Wohnung,3310.0,2960.0,350.0,122.0,4.0,4.0,sofort,1.0,1.0,,,,"Monbijoustrasse 22, 3011 Bern",,bern,2020-02-26,,1.0,,1.0,,,,,, +22897108,Attika,3350.0,3050.0,300.0,,4.5,3.0,01.03.2020,1.0,1.0,,,,"Wasserwerkgasse 37, 3011 Bern",2020-02-06,bern,2020-02-26,1981,,,1.0,1.0,,,,, +22895173,Wohnung,700.0,,,,3.0,,nachVereinbarung,,,,,,3018 Bern BE,2020-02-06,bern,2020-02-26,,,,,,,,,, +22900690,Wohnung,2030.0,1705.0,325.0,95.0,3.5,1.0,nachVereinbarung,,,,,4.0,"Riedbachstrasse 81, 3027 Bern",2020-02-06,bern,2020-02-26,2012,,,,,,,,, +22902420,Wohnung,1210.0,1095.0,115.0,44.0,1.0,0.0,01.05.2020,,,,,3.0,"Buristr. 8, 3006 Bern",2020-02-06,bern,2020-02-26,1967,,1.0,1.0,,,,,, +22903422,Wohnung,1270.0,1070.0,200.0,,2.5,2.0,01.03.2020,1.0,,10.0,400.0,,"Keltenstrasse 11, 3018 Bern",2020-02-07,bern,2020-02-26,,,,,,450.0,400.0,400.0,1300.0, +22899965,Wohnung,1410.0,1190.0,220.0,,2.5,1.0,01.03.2020,1.0,,,,,"Bantigerweg 56, 3006 Bern",2020-02-06,bern,2020-02-26,,,,,,,,,, +22899897,Wohnung,1850.0,1650.0,200.0,55.0,2.5,1.0,01.05.2020,1.0,1.0,20.0,20.0,,"Aegertenstrasse 53, 3005 Bern",,bern,2020-02-26,,,,1.0,,,,,2000.0, +22896587,Wohnung,1050.0,950.0,100.0,35.0,1.5,0.0,01.04.2020,,,400.0,1000.0,3.0,"Egelgasse 47, 3006 Bern",2020-02-06,bern,2020-02-26,1957,,,,,1000.0,2100.0,4700.0,3300.0, +22901261,Studio,1168.0,1000.0,168.0,51.0,1.0,0.0,01.05.2020,,1.0,50.0,100.0,4.0,"Mattenhofstr. 15, 3007 Bern",2020-02-06,bern,2020-02-26,1992,,1.0,1.0,1.0,500.0,500.0,1000.0,,1.0 +22895843,Wohnung,1210.0,1095.0,115.0,44.0,1.0,,,,,,,,3006 Bern,2020-02-06,bern,2020-02-26,,,,,,,,,, +22899973,Wohnung,1800.0,1415.0,385.0,,2.5,3.0,15.03.2020,,1.0,190.0,300.0,,"Münstergasse 58, 3011 Bern",2020-02-05,bern,2020-02-26,,,,,,,,,, +22902421,Wohnung,1780.0,1530.0,250.0,90.0,4.0,3.0,01.05.2020,,,200.0,50.0,4.0,"Obermattstr. 18, 3018 Bern",2020-02-05,bern,2020-02-26,1970,,1.0,1.0,1.0,500.0,269.0,3000.0,3000.0, +22889307,Wohnung,1800.0,1415.0,385.0,,2.5,3.0,,,,,,,3011 Bern,2020-02-05,bern,2020-02-26,,,,,,,,,, +22902010,Wohnung,1822.0,1482.0,340.0,98.0,4.5,2.0,16.05.2020,1.0,1.0,,,,"Holenackerstrasse 5, 3027 Bern",2020-02-06,bern,2020-02-26,,,,,1.0,,,,, +22888686,Wohnung,1450.0,,,,2.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-05,bern,2020-02-26,,,,,,,,,, +22902801,Wohnung,1750.0,1575.0,175.0,50.0,2.5,7.0,sofort,,,,,3.0,"Europaplatz 1, 3008 Bern",2020-02-05,bern,2020-02-26,2014,,,,,,,,, +22893423,Wohnung,2700.0,,,,3.0,,sofort,,,,,,"Turnweg 27B, 3013 Bern",2020-02-06,bern,2020-02-26,,,,,,,,,, +22888808,Dachwohnung,1450.0,,,60.0,1.0,,nachVereinbarung,,,,,,"Elisabethenstrasse 26, 3014 Bern",2020-02-05,bern,2020-02-26,,,,,,,,,, +22886505,Wohnung,990.0,840.0,150.0,45.0,1.0,-1.0,01.05.2020,,1.0,100.0,2000.0,,"Hintere Engehaldenstrasse 38, 3004 Bern",2020-02-05,bern,2020-02-26,1999,,1.0,,1.0,800.0,800.0,1500.0,,1.0 +22886506,Wohnung,1614.0,1414.0,200.0,63.0,2.5,1.0,01.05.2020,1.0,,300.0,300.0,4.0,"Buristrasse 17, 3006 Bern",2020-02-05,bern,2020-02-26,1991,,,,,300.0,300.0,500.0,, +22884352,Wohnung,1500.0,1255.0,245.0,73.0,3.0,5.0,01.05.2020,,1.0,750.0,600.0,4.0,"Holligenstrasse 109, 3008 Bern",2020-02-04,bern,2020-02-26,1961,,1.0,,,900.0,,,1200.0, +22882531,Wohnung,1140.0,1030.0,110.0,38.0,1.5,0.0,01.05.2020,1.0,,100.0,100.0,,"Militärstrasse 53, 3014 Bern",,bern,2020-02-26,,,1.0,1.0,,250.0,250.0,250.0,, +22887292,Wohnung,1730.0,,,60.0,2.5,,sofort,,,,,,"Neuengasse, 3011 Bern",2020-02-05,bern,2020-02-26,,,,,,,,,, +22899979,Wohnung,2170.0,1850.0,320.0,99.0,4.5,1.0,01.05.2020,1.0,1.0,200.0,,3.0,"Fabrikstrasse 29 D, 3012 Bern",2020-02-05,bern,2020-02-26,1960,,,,,,,,, +22882344,Wohnung,1600.0,1330.0,270.0,,3.5,0.0,nachVereinbarung,1.0,,,,,"Stapfenstrasse 48, 3018 Bern",2020-02-04,bern,2020-02-26,1950,,1.0,,1.0,,,,, +22882504,Wohnung,1465.0,1200.0,265.0,,2.5,2.0,sofort,,,,,,"Bottigenstrasse 68, 3018 Bern",,bern,2020-02-26,,1.0,,,,,,,, +22882630,Wohnung,1890.0,1610.0,280.0,97.0,4.5,3.0,01.04.2020,,,290.0,140.0,,"Statthalterstrasse 54, 3018 Bern",,bern,2020-02-26,,,,,,200.0,460.0,,, +23014341,Wohnung,2860.0,2720.0,140.0,127.0,3.0,,sofort,1.0,,100.0,300.0,,"Münstergasse, 3011 Bern",2020-02-04,bern,2020-02-26,,,,1.0,,,,,, +22874742,Wohnung,1390.0,1245.0,145.0,59.0,2.0,0.0,01.04.2020,,,,,4.0,"Buristr. 10, 3006 Bern",2020-02-03,bern,2020-02-26,1967,,1.0,1.0,,,,,, +22881488,Wohnung,1750.0,,,,3.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-04,bern,2020-02-26,,,,,,,,,, +22879005,Wohnung,1480.0,,,70.0,3.5,,sofort,,,,,,"Hallerstrasse 20, 3012 Bern",2020-02-04,bern,2020-02-26,,,,,,,,,, +13963125,Dachwohnung,1280.0,1085.0,195.0,,3.0,2.0,01.04.2020,,,200.0,200.0,,"Frankenstrasse 22, 3018 Bern",,bern,2020-02-26,,,,,1.0,,,,1000.0, +22880969,Attika,3080.0,2780.0,300.0,115.0,4.5,4.0,01.05.2020,1.0,1.0,210.0,120.0,3.0,"Stöckackerstrasse 103, 3018 Bern",,bern,2020-02-26,2017,,,1.0,1.0,540.0,970.0,,600.0,1.0 +22880464,Wohnung,1395.0,1275.0,120.0,52.0,1.5,1.0,01.05.2020,1.0,1.0,10.0,180.0,,"Bümplizstrasse 142, 3018 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,,1.0 +22998672,Wohnung,1200.0,,,,2.5,,01.07.2020,,,,,,3007 Bern,2020-02-04,bern,2020-02-26,,,,,,,,,, +22879392,Wohnung,1150.0,,,90.0,1.0,3.0,sofort,1.0,,,,,"Gryphenhübeliweg 45, 3006 Bern BE",2020-02-04,bern,2020-02-26,2016,,,,,,,,, +22873707,Wohnung,3450.0,2950.0,500.0,139.0,5.5,1.0,01.03.2020,1.0,1.0,500.0,450.0,,"Hesseweg 20, 3006 Bern",,bern,2020-02-26,,,1.0,,1.0,1100.0,1100.0,,1500.0,1.0 +22873043,Wohnung,1320.0,1080.0,240.0,60.0,3.0,1.0,nachVereinbarung,1.0,,,,5.0,"Tiefenaustrasse 139, 3004 Bern",2020-02-03,bern,2020-02-26,1951,,1.0,,,,,,, +22871189,Maisonette,3100.0,2800.0,300.0,153.0,5.5,3.0,sofort,1.0,,140.0,220.0,3.0,"Südbahnhofstrasse 4, 3007 Bern",,bern,2020-02-26,1906,,,1.0,,320.0,,,, +22872140,Wohnung,1320.0,1080.0,240.0,60.0,3.0,1.0,,,,,,,3004 Bern,2020-02-03,bern,2020-02-26,,,,,,,,,, +22870085,Wohnung,550.0,,,,4.0,,nachVereinbarung,,,,,,3018 Bern BE,2020-02-03,bern,2020-02-26,,,,,,,,,, +22866634,Wohnung,1495.0,1325.0,170.0,40.0,2.0,2.0,01.04.2020,,1.0,,,,"Brunngasse, 8, 3011 Bern BE",2020-02-03,bern,2020-02-26,,,,,,,,,, +22866077,Wohnung,1490.0,1310.0,180.0,53.0,2.5,5.0,01.04.2020,,1.0,300.0,,,"Effingerstrasse 41a, 3008 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22866920,Wohnung,650.0,,,13.0,1.0,19.0,sofort,1.0,1.0,,,,3015 Bern BE,2020-02-03,bern,2020-02-26,1977,1.0,,1.0,,,,,, +22855263,Wohnung,4500.0,,,36.0,1.5,,sofort,,,,,,"Mühledorfstrasse1, 3018 Bern",2020-01-31,bern,2020-02-26,,,,,,,,,, +22860992,Wohnung,1600.0,,,,2.5,,15.03.2020,1.0,,250.0,310.0,,"Holligenstrasse 85, 3008 Bern",,bern,2020-02-26,,1.0,,,,520.0,690.0,,1.0, +22859930,Wohnung,1680.0,1500.0,180.0,70.0,3.0,2.0,,1.0,,20.0,500.0,,"Weissensteinstrasse 35, 3007 Bern",2020-01-31,bern,2020-02-26,,,,,,500.0,500.0,500.0,, +22860642,Wohnung,2835.0,2520.0,315.0,71.0,3.5,3.0,01.05.2020,,1.0,300.0,50.0,,"Zeughausgasse 27, Wohnungen, 3011 Bern",2020-01-31,bern,2020-02-26,1927,,,1.0,,1000.0,2800.0,2800.0,, +22848071,Wohnung,1390.0,1200.0,190.0,,3.5,0.0,01.05.2020,1.0,,,,,"Brünnenstrasse 65, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22847922,Wohnung,3490.0,3140.0,350.0,158.0,4.5,2.0,01.04.2020,1.0,1.0,200.0,150.0,3.0,"Wasserwerkgasse 33, 3011 Bern",,bern,2020-02-26,1980,1.0,,1.0,,400.0,100.0,,3000.0,1.0 +22847911,Wohnung,2690.0,2390.0,300.0,96.0,3.0,,01.03.2020,,1.0,,,,"Münstergasse 16, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22848078,Wohnung,1750.0,1550.0,200.0,78.0,3.0,2.0,01.03.2020,1.0,,,,,"Waldstätterstrasse 23, 3014 Bern",,bern,2020-02-26,,,,,,,,,, +22839519,Wohnung,1200.0,,,,2.5,,sofort,,,,,,3000 Bern,2020-01-29,bern,2020-02-26,,,,,,,,,, +22840923,Wohnung,150.0,,,36.0,1.5,,nachVereinbarung,,,,,,"Mühledorfstrasse 1, 3018 Bern",2020-01-29,bern,2020-02-26,,,,,,,,,, +22842292,Wohnung,1700.0,1490.0,210.0,82.0,3.5,,01.03.2020,1.0,,,,4.0,"Heckenweg 40, 3007 Bern",2020-01-29,bern,2020-02-26,1961,,1.0,,,,,,, +22839459,Wohnung,1800.0,,,,3.0,,sofort,,,,,,"Schlossstrasse 93, 3008 Bern",2020-01-29,bern,2020-02-26,,,,,,,,,, +22839465,Wohnung,1600.0,,,60.0,2.0,,sofort,,,,,,3011 Bern,2020-01-29,bern,2020-02-26,,,,,,,,,, +22838846,Attika,2870.0,2570.0,300.0,,5.5,,sofort,,,,,,"Mülinenstrasse 28, 3006 Bern",2020-01-29,bern,2020-02-26,,,,,,,,,, +22919640,Wohnung,1720.0,1520.0,200.0,,3.5,5.0,01.07.2020,1.0,1.0,,,,"Winkelriedstrasse 14, 3014 Bern",2020-01-28,bern,2020-02-26,,1.0,,1.0,,,,,, +22829703,Wohnung,1110.0,,,,1.0,1.0,01.03.2020,1.0,,410.0,330.0,,"Güterstrasse 16, 3008 Bern",,bern,2020-02-26,,,,,,800.0,510.0,,, +15769803,Wohnung,1720.0,1520.0,200.0,,3.5,5.0,01.07.2020,1.0,1.0,200.0,200.0,,"Winkelriedstrasse 14, 3014 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22825593,Wohnung,2300.0,,,,4.5,,nachVereinbarung,,,,,,3011 Bern BE,2020-01-27,bern,2020-02-26,,,,,,,,,, +22824535,Wohnung,1110.0,910.0,200.0,49.0,2.0,17.0,01.03.2020,1.0,1.0,500.0,100.0,,"Waldmannstrasse 61, 3027 Bern",,bern,2020-02-26,,,,,,,,,, +22824407,Wohnung,3040.0,2740.0,300.0,,6.0,5.0,01.04.2020,1.0,1.0,50.0,100.0,,"Neufeldstrasse 15, 3012 Bern",2020-01-27,bern,2020-02-26,,,,,,20.0,20.0,20.0,, +22825361,Wohnung,1710.0,1450.0,260.0,,4.0,2.0,01.03.2020,1.0,1.0,,,,"Bümplizstrasse 12, 3027 Bern BE",2020-01-27,bern,2020-02-26,,1.0,,,,,,,, +22827667,Wohnung,1290.0,1140.0,150.0,40.0,1.0,0.0,01.05.2020,1.0,1.0,100.0,100.0,3.0,"Sulgenbachstr. 20, 3007 Bern",2020-01-27,bern,2020-02-26,2003,,1.0,1.0,,600.0,600.0,1000.0,,1.0 +23009097,Wohnung,950.0,,,,1.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-01-27,bern,2020-02-26,,,,,,,,,, +22822874,Wohnung,2200.0,,,,3.5,,nachVereinbarung,,,,,,3006 Bern BE,2020-01-27,bern,2020-02-26,,,,,,,,,, +22827517,Wohnung,1670.0,1500.0,170.0,,2.0,3.0,01.04.2020,,1.0,,,,"Kramgasse 11, 3011 Bern",2020-01-27,bern,2020-02-26,,,,,,,,,, +22824895,Wohnung,3500.0,,,130.0,5.5,0.0,sofort,1.0,,,,,3006 Bern BE,2020-01-27,bern,2020-02-26,1960,,,1.0,,,,,,1.0 +22825563,Wohnung,1650.0,1460.0,190.0,50.0,2.5,4.0,01.05.2020,1.0,1.0,200.0,100.0,,"Landoltstrasse 3, 3007 Bern",,bern,2020-02-26,1948,,,,,,,,, +22814014,Wohnung,1750.0,1550.0,200.0,64.0,3.5,,sofort,1.0,1.0,500.0,500.0,,"Hopfenweg 27, 3007 Bern",2020-01-24,bern,2020-02-26,,,,1.0,,,,,, +22813792,Wohnung,1800.0,1550.0,250.0,74.0,2.5,1.0,sofort,1.0,,100.0,500.0,,"Wernerstrasse 26, 3006 Bern",,bern,2020-02-26,,,,,1.0,500.0,500.0,500.0,800.0, +22983797,Wohnung,2000.0,1700.0,300.0,78.0,3.5,10.0,nachVereinbarung,1.0,1.0,,,,3015 Bern,2020-01-24,bern,2020-02-26,,,,,,,,,, +22814753,Wohnung,1215.0,1050.0,165.0,55.0,2.5,2.0,01.03.2020,1.0,,190.0,550.0,,"Fröschmattstrasse 36, 3018 Bern",2020-01-24,bern,2020-02-26,1956,,1.0,,,800.0,1000.0,,, +22916934,Wohnung,1580.0,1400.0,180.0,54.0,2.5,,,,,,,,3013 Bern,2020-01-24,bern,2020-02-26,,,,,,,,,, +22970502,Wohnung,2050.0,1840.0,210.0,83.0,4.0,3.0,01.05.2020,1.0,,100.0,100.0,3.0,"Bühlstrasse 40, 3012 Bern",,bern,2020-02-26,1954,,,1.0,1.0,500.0,500.0,300.0,, +22927852,Wohnung,1490.0,,,,2.0,,sofort,,,,,,"Wildermettweg 58, 3006 Bern",2020-01-25,bern,2020-02-26,,,,,,,,,, +22815003,Wohnung,2380.0,2100.0,280.0,112.0,4.5,1.0,01.05.2020,,,,,,"Murtenstrasse 143 C, 3008 Bern",2020-01-24,bern,2020-02-26,,,,,,,,,, +22865840,Wohnung,1870.0,,,82.0,3.5,,01.03.2020,,,,,,"Ankerstrasse 18,, 3006 Bern",2020-01-24,bern,2020-02-26,,,,,,,,,, +22813105,Wohnung,1215.0,1050.0,165.0,55.0,2.5,2.0,,,,,,,3018 Bern,2020-01-24,bern,2020-02-26,,,,,,,,,, +22827393,Wohnung,1450.0,1320.0,130.0,52.0,2.0,4.0,01.04.2020,1.0,1.0,190.0,100.0,,"Breitenrainstrasse 12A, 3013 Bern",2020-01-23,bern,2020-02-26,,,,,,650.0,400.0,,, +22811978,Wohnung,2840.0,2590.0,250.0,111.0,4.5,2.0,01.03.2020,1.0,1.0,100.0,100.0,,3011 Bern,,bern,2020-02-26,,,,1.0,,,,,, +22805667,Wohnung,1290.0,1070.0,220.0,,3.0,1.0,01.05.2020,1.0,,,,,"Tiefenaustrasse 129, 3004 Bern",2020-01-23,bern,2020-02-26,,,,,1.0,,,,, +22811917,Wohnung,1600.0,1400.0,200.0,78.0,2.5,1.0,sofort,,,,,,"Eigerstrasse 12, 3007 Bern",2020-01-24,bern,2020-02-26,,,,,,,,,, +22807785,Wohnung,2500.0,2250.0,250.0,,4.5,1.0,sofort,1.0,,,,,"Rodtmattstrasse 31, 3014 Bern",,bern,2020-02-26,,1.0,,,,,,,, +22807752,Wohnung,1850.0,,,80.0,3.5,0.0,sofort,1.0,1.0,220.0,650.0,,"Hüsliackerstrasse 23, 3018 Bern",2020-01-23,bern,2020-02-26,,1.0,1.0,1.0,1.0,,,,500.0,1.0 +22995363,Wohnung,1400.0,,,,2.5,,nachVereinbarung,,,,,,3008 Bern BE,2020-01-24,bern,2020-02-26,,,,,,,,,, +23000222,Dachwohnung,450.0,,,,1.0,,nachVereinbarung,,,,,,3012 Bern BE,2020-01-23,bern,2020-02-26,,,,,,,,,, +22809674,Loft,1870.0,1650.0,220.0,56.0,2.0,5.0,01.05.2020,,,,,,"Mühlemattstrasse 55, 3007 Bern",,bern,2020-02-26,,,,,,,,,, +23020988,Wohnung,120.0,70.0,50.0,35.0,1.0,-1.0,01.04.2020,,,300.0,500.0,,"Keltenstrasse 84, 3018 Bern",2020-01-23,bern,2020-02-26,1954,,,,,,,,, +22798844,Wohnung,1900.0,1650.0,250.0,69.0,3.0,1.0,01.04.2020,1.0,,100.0,500.0,,"Weissenbühlweg 16, 3007 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22797115,Wohnung,2260.0,2000.0,260.0,95.0,3.0,1.0,sofort,,1.0,,,3.0,"Kapellenstrasse 26, 3011 Bern",2020-01-22,bern,2020-02-26,1912,,,,,,,,, +11298313,Wohnung,1400.0,1200.0,200.0,,3.0,1.0,01.03.2020,,,100.0,100.0,,"Bahnhöheweg 26, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22802012,Wohnung,1290.0,1150.0,140.0,,3.0,4.0,,,,,,,3007 Bern,2020-01-23,bern,2020-02-26,,,,,,,,,, +22800070,Wohnung,1570.0,1370.0,200.0,,3.0,3.0,sofort,1.0,,470.0,70.0,,"Güterstrasse 14, 3008 Bern",2020-01-22,bern,2020-02-26,,,,1.0,1.0,760.0,480.0,,,1.0 +22801396,Wohnung,1100.0,950.0,150.0,18.0,1.0,3.0,sofort,1.0,,,,,"Schwanengasse, 3, 3011 Bern BE",2020-01-23,bern,2020-02-26,,,,,,,,,, +22800082,Wohnung,1890.0,1620.0,270.0,91.0,3.5,2.0,sofort,1.0,1.0,,,,"Konsumstrasse 17, 3007 Bern",2020-01-22,bern,2020-02-26,,,1.0,1.0,,,,,, +22803547,Wohnung,1550.0,1300.0,250.0,,2.5,1.0,01.05.2020,,,180.0,440.0,,"Zielweg 5, 3014 Bern",,bern,2020-02-26,,,,1.0,1.0,300.0,590.0,,, +22803667,Wohnung,2000.0,1750.0,250.0,110.0,4.5,1.0,01.05.2020,1.0,,300.0,290.0,5.0,"Werkgasse 29, 3018 Bern",,bern,2020-02-26,2000,1.0,1.0,1.0,1.0,300.0,300.0,400.0,500.0, +22798843,Wohnung,1450.0,1290.0,160.0,62.0,2.5,2.0,01.05.2020,1.0,,80.0,150.0,,"Pestalozzistrasse 22, 3007 Bern",,bern,2020-02-26,,,,1.0,,250.0,130.0,,, +22786595,Wohnung,1810.0,1550.0,260.0,,4.0,5.0,01.04.2020,,1.0,600.0,910.0,,"Mülinenstrasse 29, 3006 Bern",,bern,2020-02-26,,,,,,2130.0,1960.0,,, +22532506,Wohnung,1498.0,,,75.0,3.5,,nachVereinbarung,,,,,,"Weidmattweg 24, 3018 Bern",2020-01-21,bern,2020-02-26,,,,,,,,,, +22784408,Wohnung,1950.0,1750.0,200.0,70.0,3.0,3.0,nachVereinbarung,,,500.0,460.0,,"Reichenbachstrasse 75, 3004 Bern",,bern,2020-02-26,,,,,,400.0,2040.0,2290.0,, +22796811,Wohnung,500.0,,,65.0,3.0,,nachVereinbarung,,,,,,"Pfaffensteig 4, 3018 Bern",2020-01-24,bern,2020-02-26,,,,,,,,,, +22788477,Wohnung,1675.0,1370.0,305.0,94.0,3.5,8.0,nachVereinbarung,1.0,1.0,,,,"Holenackerstrasse 65, 3027 Bern",2020-01-21,bern,2020-02-26,,1.0,,1.0,1.0,,,,, +22789185,Wohnung,1390.0,1200.0,190.0,58.0,2.0,1.0,,,,,,,3006 Bern,2020-01-21,bern,2020-02-26,,,,,,,,,, +22794824,Wohnung,2320.0,2070.0,250.0,100.0,4.5,2.0,01.05.2020,1.0,,50.0,550.0,,"Mühledorfstrasse 2, 3018 Bern",,bern,2020-02-26,,,,1.0,,250.0,350.0,800.0,4000.0,1.0 +22786788,Wohnung,1490.0,1290.0,200.0,65.0,2.5,-1.0,01.04.2020,1.0,,840.0,1480.0,,"Dunantstrasse 4, 3006 Bern",,bern,2020-02-26,1971,,1.0,1.0,,560.0,560.0,,400.0, +22789894,Wohnung,1390.0,1200.0,190.0,58.0,2.0,1.0,01.03.2020,1.0,,200.0,1000.0,4.0,"Elfenauweg 23, 3006 Bern",2020-01-21,bern,2020-02-26,1949,,,,,,,,, +22859998,Wohnung,1575.0,1375.0,200.0,70.0,3.5,0.0,,1.0,,,,,"Winkelriedstrasse 61, 3014 Bern",2020-01-20,bern,2020-02-26,,,,,1.0,,,,, +22895174,Wohnung,1575.0,,,,3.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-01-20,bern,2020-02-26,,,,,,,,,, +22768541,Wohnung,1660.0,1400.0,260.0,66.0,2.5,4.0,01.03.2020,,,,,3.0,"Gutenbergstr. 37, 3011 Bern",2020-01-17,bern,2020-02-26,1934,,1.0,,,,225.0,,, +22769686,Wohnung,2350.0,2050.0,300.0,112.0,4.5,1.0,sofort,,,,,,"Murtenstrasse 143 F, 3008 Bern",2020-01-17,bern,2020-02-26,,,,,,,,,, +22782084,Wohnung,1260.0,1110.0,150.0,37.0,1.5,1.0,sofort,,,,,,"Brückfeldstr. 19, 3012 Bern",2020-01-20,bern,2020-02-26,1976,,1.0,,,,,,, +22779118,Wohnung,1360.0,1160.0,200.0,,3.0,,01.06.2020,1.0,,,,,"Freiburgstrasse 433, 3018 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,, +22768618,Wohnung,1990.0,1690.0,300.0,82.0,4.5,3.0,sofort,,,200.0,350.0,,"Hopfenweg 40, 3007 Bern",,bern,2020-02-26,,1.0,,1.0,1.0,500.0,500.0,500.0,, +22776336,Wohnung,2010.0,1725.0,285.0,91.0,3.5,0.0,01.07.2020,,,50.0,50.0,4.0,"Gigonweg 16, 3027 Bern",,bern,2020-02-26,2010,,1.0,,,,,,100.0, +22779980,Wohnung,890.0,,,17.0,1.0,0.0,01.04.2020,1.0,1.0,,,,3001 Bern BE,2020-01-20,bern,2020-02-26,2018,1.0,,1.0,,,,,,1.0 +22769497,Dachwohnung,2200.0,1910.0,290.0,105.0,2.5,4.0,01.04.2020,,,100.0,200.0,,"Münstergasse 42, 3011 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22768529,Wohnung,938.0,740.0,198.0,28.0,1.0,,sofort,,1.0,,,3.0,"Eigerstrasse 78, 3007 Bern",2020-01-16,bern,2020-02-26,1956,,1.0,,,,,,, +22767470,Wohnung,1800.0,,,,3.0,,nachVereinbarung,,,,,,3008 Bern,2020-01-16,bern,2020-02-26,,,,,,,,,, +22824579,Wohnung,1240.0,1100.0,140.0,,2.0,4.0,sofort,,,70.0,300.0,,"Ostring 62, 3006 Bern",,bern,2020-02-26,,,,,,850.0,750.0,,, +22766460,Wohnung,1020.0,870.0,150.0,,1.5,1.0,01.07.2020,1.0,1.0,200.0,400.0,,"Riedbachstrasse 77, 3027 Bern",2020-01-17,bern,2020-02-26,2017,1.0,,1.0,,750.0,750.0,,600.0,1.0 +22753594,Wohnung,400.0,,,,1.0,,nachVereinbarung,,,,,,3005 Bern BE,2020-01-15,bern,2020-02-26,,,,,,,,,, +22758233,Wohnung,1280.0,1150.0,130.0,,2.0,,01.05.2020,,,,,,"Chutzenstrasse 61, 3007 Bern",2020-01-16,bern,2020-02-26,,,,,,,,,, +22764611,Wohnung,2880.0,,,,3.5,,nachVereinbarung,,,,,,3006 Bern BE,2020-01-17,bern,2020-02-26,,,,,,,,,, +22905956,Wohnung,2357.0,2057.0,300.0,120.0,4.5,0.0,01.04.2020,1.0,1.0,,,3.0,"Schloss-Strasse 121, 3008 Bern BE",2020-01-15,bern,2020-02-26,1930,,1.0,1.0,,,,,,1.0 +22761302,Wohnung,2450.0,,,100.0,3.5,2.0,nachVereinbarung,,,,,,"Rabbentalstrasse 51, 3013 Bern BE",2020-01-16,bern,2020-02-26,,,1.0,,,,,,, +22755271,Wohnung,1550.0,1350.0,200.0,66.0,3.5,1.0,01.05.2020,,,230.0,800.0,4.0,"Wangenstrasse 86d, 3018 Bern",2020-01-15,bern,2020-02-26,2000,,,,,500.0,600.0,600.0,850.0, +22747620,Wohnung,2220.0,2020.0,200.0,,3.5,-1.0,nachVereinbarung,1.0,,100.0,180.0,,"Seftigenstrasse 26, 3007 Bern",,bern,2020-02-26,1900,,,,,,,,, +22835037,Wohnung,1500.0,1300.0,200.0,,2.5,0.0,sofort,,,40.0,480.0,,"Morillonstrasse 6, 3007 Bern",,bern,2020-02-26,,,,,,820.0,910.0,,, +22753919,Wohnung,1698.0,1473.0,225.0,74.0,3.5,3.0,01.04.2020,1.0,1.0,,,,"Morillonstrasse 11, 3007 Bern",2020-01-21,bern,2020-02-26,,,1.0,,,,,,, +22749729,Wohnung,2950.0,2700.0,250.0,,3.5,2.0,sofort,1.0,,,,,"Lombachweg 13, 3006 Bern",,bern,2020-02-26,2019,,,1.0,,,,,, +13443727,Wohnung,4650.0,4250.0,400.0,210.0,7.5,1.0,01.05.2020,1.0,,100.0,100.0,3.0,"Muristrasse 42, 3006 Bern",,bern,2020-02-26,1895,,1.0,1.0,1.0,100.0,500.0,300.0,800.0, +22745340,Maisonette,2990.0,2600.0,390.0,121.0,4.5,2.0,01.03.2020,1.0,,,,,"Bürenstrasse 27, 3007 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,, +22751367,Wohnung,1550.0,1350.0,200.0,,3.0,2.0,01.03.2020,1.0,,,,,"Kehrgasse 24, 3018 Bern",2020-01-15,bern,2020-02-26,,,,,,,,,, +22745150,Dachwohnung,2305.0,2100.0,205.0,84.0,2.5,6.0,sofort,,1.0,130.0,30.0,,"Marktgasse 52, 3011 Bern",,bern,2020-02-26,,,,1.0,,,,,2900.0, +22748294,Wohnung,1630.0,1430.0,200.0,,3.5,8.0,sofort,1.0,1.0,,,,"Neuhausweg 21, 3027 Bern",2020-01-15,bern,2020-02-26,,1.0,,,,,,,,1.0 +22992348,Wohnung,750.0,,,,1.0,,nachVereinbarung,,,,,,3007 Bern BE,2020-01-15,bern,2020-02-26,,,,,,,,,, +22869511,Dachwohnung,830.0,,,,1.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-01-14,bern,2020-02-26,,,,,,,,,, +22737231,Wohnung,1610.0,1390.0,220.0,72.0,3.0,0.0,01.03.2020,1.0,,,,,"Martiweg 7, 3008 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22739903,Wohnung,250.0,,,,1.0,,nachVereinbarung,,,,,,3000 Bern BE,2020-01-14,bern,2020-02-26,,,,,,,,,, +22742331,Wohnung,1380.0,1160.0,220.0,,3.0,3.0,01.05.2020,1.0,,,,,"Looslistrasse 40, 3027 Bern",2020-01-14,bern,2020-02-26,,,,,,,,,, +22742980,Wohnung,1345.0,1145.0,200.0,55.0,2.0,,01.04.2020,1.0,1.0,,,,"Viktoriastrasse 45, 3013 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22979612,Wohnung,2080.0,1850.0,230.0,76.0,3.0,1.0,16.03.2020,1.0,1.0,,,,"Viktoriastrasse 45, 3013 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22780636,Dachwohnung,1840.0,1670.0,170.0,66.0,2.5,5.0,01.03.2020,,1.0,60.0,100.0,,"Scheibenstrasse 16, 3014 Bern",,bern,2020-02-26,,,,,,40.0,490.0,,, +22739908,Wohnung,1000.0,,,,3.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-01-14,bern,2020-02-26,,,,,,,,,, +22744843,Wohnung,1660.0,1400.0,260.0,88.0,3.5,,01.04.2020,,,,,5.0,"Cäcilienstr. 7, 3007 Bern",2020-01-14,bern,2020-02-26,1979,,1.0,,1.0,,,,, +22742085,Wohnung,1540.0,1260.0,280.0,,3.5,0.0,01.04.2020,1.0,,,,,"Burgunderstrasse 17, 3018 Bern",2020-01-14,bern,2020-02-26,1953,,1.0,,1.0,,,,, +22962806,Wohnung,1900.0,1650.0,250.0,95.0,4.5,9.0,sofort,1.0,1.0,420.0,210.0,5.0,"Jupiterstrasse 5, 3015 Bern",,bern,2020-02-26,1973,,1.0,,1.0,520.0,390.0,,,1.0 +22837321,Wohnung,1430.0,,,,2.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-01-11,bern,2020-02-26,,,,,,,,,, +22848279,Wohnung,1490.0,1290.0,200.0,61.0,2.5,,16.05.2020,1.0,1.0,,,4.0,"Mittelstrasse 57, 3012 Bern",,bern,2020-02-26,1974,,,,,,,,, +22919672,Wohnung,2190.0,1990.0,200.0,,3.0,0.0,01.04.2020,1.0,,,,,"Schillingstrasse 23, 3005 Bern",2020-01-13,bern,2020-02-26,,,,1.0,,,,,, +22726324,Wohnung,2650.0,2360.0,290.0,98.0,4.5,1.0,01.04.2020,1.0,1.0,200.0,450.0,,"Amietstrasse 15, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,500.0,1.0 +22738662,Wohnung,1830.0,1650.0,180.0,,3.0,3.0,01.03.2020,,,30.0,50.0,,"Seidenweg 6, 3012 Bern",2020-01-13,bern,2020-02-26,1930,,,,,,,,, +22725944,Wohnung,2900.0,2375.0,525.0,131.0,4.5,0.0,01.05.2020,1.0,1.0,,,,"Le-Corbusier-Platz 11, 3027 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22735651,Wohnung,1970.0,1800.0,170.0,53.0,1.5,2.0,01.04.2020,,1.0,,,,"Brunngasse 30, 3011 Bern",,bern,2020-02-26,,,,1.0,,,,,, +16616241,Wohnung,2190.0,1990.0,200.0,,3.0,,01.04.2020,1.0,,180.0,865.0,,"Schillingstrasse 23, 3005 Bern",,bern,2020-02-26,,,,1.0,,,,2500.0,, +22727212,Wohnung,1440.0,1300.0,140.0,55.0,2.5,2.0,sofort,,1.0,,,,"Mühledorfstrasse 4, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22724110,Wohnung,2040.0,1850.0,190.0,76.0,3.5,1.0,sofort,,,200.0,250.0,3.0,"Elfenauweg 17, 3006 Bern",,bern,2020-02-26,1954,,,,,,,,, +15824060,Wohnung,2650.0,2300.0,350.0,,3.5,1.0,sofort,1.0,,100.0,500.0,,"Brunnadernstrasse 12a, 3006 Bern",,bern,2020-02-26,,,,1.0,,,,,500.0, +22722271,Wohnung,1140.0,990.0,150.0,,1.0,1.0,01.03.2020,1.0,1.0,,,,"Nydeggstalden 20, 3011 Bern",2020-01-10,bern,2020-02-26,1974,,,,,,,,, +22937891,Wohnung,1700.0,1500.0,200.0,,3.0,,,,,,,,3014 Bern,2020-01-10,bern,2020-02-26,,,,,,,,,, +22716779,Wohnung,2690.0,2400.0,290.0,93.0,4.5,1.0,sofort,1.0,1.0,,,,"Dalmazirain 26, 3005 Bern",2020-01-09,bern,2020-02-26,,,,1.0,,,,,,1.0 +22722868,Wohnung,2900.0,2375.0,525.0,131.0,4.5,,,,,,,,3027 Bern,2020-01-10,bern,2020-02-26,,,,,,,,,, +22713248,Wohnung,1500.0,,,,2.0,,nachVereinbarung,,,,,,3000 Bern BE,2020-01-09,bern,2020-02-26,,,,,,,,,, +22718754,Wohnung,625.0,,,16.0,1.0,2.0,nachVereinbarung,,,,,,"Marzilistrasse 19, 3005 Bern BE",2020-01-10,bern,2020-02-26,1940,,,,,,,,, +22723917,Wohnung,1470.0,1250.0,220.0,62.0,2.5,2.0,01.04.2020,,,,,4.0,"Bolligenstr. 46C, 3006 Bern",2020-01-10,bern,2020-02-26,1983,,1.0,,1.0,,,,, +22724285,Maisonette,2910.0,2650.0,260.0,109.0,4.5,3.0,nachVereinbarung,1.0,1.0,200.0,200.0,,"Sennweg 6, 3012 Bern",2020-01-10,bern,2020-02-26,1964,,1.0,1.0,1.0,600.0,600.0,800.0,,1.0 +22710869,Wohnung,3220.0,2900.0,320.0,117.0,4.5,1.0,,,,,,,3013 Bern,2020-01-09,bern,2020-02-26,,,,,,,,,, +22706318,Wohnung,1675.0,1435.0,240.0,70.0,3.5,,nachVereinbarung,1.0,,100.0,,,"Lombachweg 9, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22707491,Wohnung,1690.0,1440.0,250.0,61.0,3.0,2.0,nachVereinbarung,,,,,,"Sonnenhofweg 11, 3006 Bern",2020-01-08,bern,2020-02-26,,,,,,,,,, +22807828,Wohnung,1450.0,1200.0,250.0,,3.5,,01.03.2020,1.0,,270.0,330.0,,"Holligenstrasse 72, 3008 Bern",,bern,2020-02-26,1967,,,1.0,,650.0,650.0,650.0,1000.0, +22708977,Wohnung,1000.0,,,,1.0,2.0,sofort,1.0,,,,,"Mühlemattstrasse 48, 3007 Bern BE",2020-01-09,bern,2020-02-26,,,,,,,,,, +10531133,Wohnung,2790.0,2490.0,300.0,114.0,3.5,1.0,01.05.2020,1.0,,100.0,100.0,,"Jubiläumsstrasse 97, 3005 Bern",,bern,2020-02-26,,,,1.0,,,,,,1.0 +22748881,Wohnung,1790.0,1640.0,150.0,59.0,3.0,5.0,01.04.2020,,1.0,,,,"Mühledorfstrasse 4, 3018 Bern",2020-01-09,bern,2020-02-26,,,,,,,,,, +22835706,Wohnung,2160.0,1860.0,300.0,95.0,3.5,4.0,01.03.2020,,,,,,"Murtenstrasse 143 F, 3008 Bern",2020-01-08,bern,2020-02-26,,,,,,,,,, +22711254,Wohnung,3220.0,2900.0,320.0,117.0,4.5,1.0,01.04.2020,1.0,1.0,200.0,500.0,3.0,"Lorrainestrasse 25, 3013 Bern",2020-01-09,bern,2020-02-26,2017,,,,,200.0,500.0,500.0,, +22702206,Wohnung,1700.0,1550.0,150.0,59.0,3.0,2.0,sofort,,1.0,,,,"Mühledorfstrasse 4, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22696103,Wohnung,2198.0,1998.0,200.0,70.0,2.5,2.0,01.04.2020,,,,,,"Kramgasse 13, 3011 Bern",2020-01-07,bern,2020-02-26,1900,,,,,,,,, +22697866,Wohnung,2920.0,2770.0,150.0,130.0,3.5,4.0,01.03.2020,1.0,,100.0,100.0,,"Kramgasse 29, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22936928,Wohnung,1350.0,1220.0,130.0,36.0,1.5,4.0,01.04.2020,1.0,,50.0,50.0,,"Flurstrasse 3, 3014 Bern",,bern,2020-02-26,,,,,,,50.0,,200.0, +22697752,Wohnung,1080.0,880.0,200.0,30.0,1.5,3.0,,,,,,,"Rodtmattstrasse 46, 3014 Bern",2020-01-07,bern,2020-02-26,,,,1.0,,,,,, +22697849,Wohnung,1700.0,1450.0,250.0,66.0,3.5,0.0,nachVereinbarung,1.0,1.0,100.0,100.0,4.0,"Reiterstrasse 9, 3013 Bern",,bern,2020-02-26,1990,,1.0,1.0,1.0,,,,, +22690402,Dachwohnung,2550.0,2250.0,300.0,115.0,3.5,3.0,sofort,1.0,,300.0,300.0,,"Bühlstrasse 25, 3012 Bern",,bern,2020-02-26,,,,1.0,,,,,1000.0,1.0 +22824955,Wohnung,650.0,500.0,150.0,,1.0,1.0,nachVereinbarung,1.0,,,,,3006 Bern BE,2020-01-07,bern,2020-02-26,,1.0,1.0,1.0,,,,,, +22906085,Wohnung,1390.0,1230.0,160.0,,3.0,2.0,01.04.2020,1.0,,100.0,100.0,,"Frankenstrasse 28, 3018 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22679898,Wohnung,1880.0,1580.0,300.0,90.0,4.0,6.0,nachVereinbarung,,,200.0,50.0,3.0,"Obermattstr. 18, 3018 Bern",2020-01-03,bern,2020-02-26,1970,,1.0,1.0,1.0,500.0,269.0,3000.0,3000.0, +22675401,Wohnung,1590.0,1390.0,200.0,55.0,2.0,3.0,01.03.2020,1.0,,,,,"Tscharnerstrasse 38, 3007 Bern BE",2020-01-03,bern,2020-02-26,,,1.0,1.0,,,,,, +22685481,Wohnung,1700.0,1500.0,200.0,85.0,3.5,,nachVereinbarung,,,,,4.0,3014 Bern BE,2020-01-06,bern,2020-02-26,1965,1.0,,,,,,,, +22654425,Wohnung,3480.0,3080.0,400.0,115.0,4.5,6.0,,,,,,,3013 Bern,2020-01-04,bern,2020-02-26,,,,,,,,,, +22917114,Dachwohnung,2450.0,,,105.0,3.5,2.0,01.03.2020,1.0,,250.0,250.0,,"Rabbentalstrasse 51, 3013 Bern",,bern,2020-02-26,,,,1.0,1.0,250.0,350.0,,1500.0, +22688757,Wohnung,1350.0,1100.0,250.0,55.0,2.0,0.0,01.03.2020,,1.0,30.0,400.0,4.0,"Ostring 10, 3006 Bern",,bern,2020-02-26,1946,,,,,,,,, +22656456,Wohnung,5.0,,,,2.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-01-06,bern,2020-02-26,,,,,,,,,, +22673675,Wohnung,850.0,,,,1.0,3.0,nachVereinbarung,1.0,,,,,3027 Bern BE,2020-01-02,bern,2020-02-26,,,,,,,,,, +22464483,Wohnung,2390.0,2290.0,100.0,70.0,3.5,,sofort,1.0,1.0,210.0,10.0,,"Waffenweg 10/12, 3014 Bern",,bern,2020-02-26,,,1.0,,,190.0,470.0,,, +22679222,Wohnung,930.0,760.0,170.0,28.0,1.0,1.0,sofort,,1.0,,,3.0,"Eigerstrasse 78, 3007 Bern",2020-01-03,bern,2020-02-26,1956,,1.0,,,,,,, +22669668,Wohnung,615.0,600.0,15.0,20.0,1.0,6.0,nachVereinbarung,1.0,1.0,,,,3014 Bern BE,2019-12-31,bern,2020-02-26,,,,,,,,,, +22660694,Wohnung,850.0,650.0,200.0,,1.0,0.0,sofort,,,,,,"Bümplizstrasse 42, 3027 Bern",2019-12-28,bern,2020-02-26,,,,,1.0,,,,, +22921052,Wohnung,1240.0,1020.0,220.0,,2.5,3.0,01.04.2020,1.0,,,,,"Bümplizstrasse 42, 3027 Bern",2019-12-31,bern,2020-02-26,,1.0,,,,,,,, +22777264,Wohnung,1350.0,,,,2.5,,nachVereinbarung,,,,,,3008 Bern BE,2019-12-24,bern,2020-02-26,,,,,,,,,, +22673571,Wohnung,628.0,,,,1.0,3.0,nachVereinbarung,1.0,,,,,"Effingerstrasse, 3008 Bern BE",2020-01-02,bern,2020-02-26,,,,,,,,,, +22658197,Wohnung,1440.0,1290.0,150.0,47.0,2.0,0.0,15.04.2020,1.0,,100.0,300.0,3.0,"Greyerzstrasse 93, 3013 Bern",,bern,2020-02-26,1936,,,,,,,,, +22641154,Wohnung,1700.0,,,48.0,1.5,5.0,nachVereinbarung,1.0,1.0,,,2.0,3012 Bern BE,2019-12-23,bern,2020-02-26,2017,,,,,,,,,1.0 +22670104,Wohnung,1900.0,,,,3.5,,nachVereinbarung,,,,,,3012 Bern BE,2019-12-31,bern,2020-02-26,,,,,,,,,, +22634101,Wohnung,1690.0,1420.0,270.0,,2.5,,sofort,1.0,,340.0,980.0,,"Elfenauweg 7, 3006 Bern",,bern,2020-02-26,,,,,,1980.0,170.0,,, +22630891,Wohnung,1250.0,1120.0,130.0,40.0,1.0,5.0,01.04.2020,1.0,1.0,,,,"Schwarztorstrasse 25, 3007 Bern",,bern,2020-02-26,,,,,,,,,, +22930239,Wohnung,1420.0,1250.0,170.0,55.0,2.0,,sofort,1.0,1.0,100.0,100.0,,"Mittelstrasse 66, 3012 Bern",,bern,2020-02-26,,,,1.0,,250.0,250.0,250.0,, +22631450,Wohnung,1860.0,1650.0,210.0,70.0,3.0,-1.0,sofort,1.0,1.0,290.0,290.0,3.0,"Schönburgstrasse 56, 3013 Bern",,bern,2020-02-26,1960,,,,,340.0,670.0,,, +22630543,Wohnung,880.0,700.0,180.0,31.0,1.0,5.0,01.03.2020,1.0,1.0,200.0,200.0,,"Giacomettistrasse 6, 3006 Bern",2019-12-20,bern,2020-02-26,,,,,,,,,, +22627730,Wohnung,1520.0,1290.0,230.0,73.0,3.0,10.0,01.03.2020,,1.0,750.0,600.0,4.0,"Holligenstrasse 121, 3008 Bern",2019-12-19,bern,2020-02-26,1961,,1.0,,,900.0,,,1200.0, +22629805,Wohnung,2130.0,1950.0,180.0,66.0,2.5,0.0,sofort,1.0,1.0,200.0,900.0,3.0,"Hostettlerweg 4, 3006 Bern",2019-12-20,bern,2020-02-26,2016,,1.0,,1.0,140.0,140.0,140.0,900.0,1.0 +22634099,Wohnung,1895.0,1720.0,175.0,,2.0,4.0,01.05.2020,,1.0,,,,"Postgasse 18, 3011 Bern",2019-12-20,bern,2020-02-26,,,,,,,,,, +22629804,Wohnung,2820.0,2550.0,270.0,98.0,3.5,1.0,sofort,1.0,1.0,200.0,900.0,3.0,"Hostettlerweg 4, 3006 Bern",2019-12-20,bern,2020-02-26,2016,,1.0,,1.0,140.0,140.0,140.0,900.0,1.0 +22848197,Wohnung,3155.0,2890.0,265.0,,3.5,4.0,nachVereinbarung,1.0,1.0,120.0,10.0,,"Moserstrasse 33, 3014 Bern",,bern,2020-02-26,2019,,,1.0,1.0,620.0,390.0,,2000.0,1.0 +22621887,Wohnung,990.0,840.0,150.0,,1.0,3.0,sofort,,1.0,50.0,100.0,,"Belpstrasse 45, 3007 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22586867,Wohnung,2450.0,,,124.0,3.5,3.0,nachVereinbarung,1.0,1.0,,,,"Stöckackerstrasse 102, 3018 Bern BE",2019-12-12,bern,2020-02-26,,,,1.0,,,,,,1.0 +22394497,Wohnung,1690.0,1450.0,240.0,63.0,3.0,2.0,nachVereinbarung,,1.0,,,,"Monbijoustrasse 114, 3007 Bern",2019-12-17,bern,2020-02-26,,,,,,,,,, +22624636,Wohnung,1540.0,1350.0,190.0,59.0,2.5,4.0,01.04.2020,,,,,3.0,"Gutenbergstr. 39, 3011 Bern",2019-12-19,bern,2020-02-26,1934,,1.0,,,,225.0,,, +22716586,Wohnung,1700.0,1450.0,250.0,72.0,3.5,1.0,sofort,1.0,1.0,480.0,530.0,,"Holenackerstrasse 7, 3027 Bern",,bern,2020-02-26,,,,,,260.0,770.0,,,1.0 +22789961,Wohnung,1460.0,1250.0,210.0,60.0,3.0,3.0,sofort,1.0,,220.0,330.0,3.0,"Waldmannstrasse 7, 3027 Bern",,bern,2020-02-26,1962,,,1.0,1.0,180.0,190.0,,, +22583828,Wohnung,1365.0,1175.0,190.0,51.0,2.5,5.0,sofort,,1.0,30.0,30.0,4.0,"Brunnmattstrasse 20 A, 3007 Bern",,bern,2020-02-26,1974,,,,,,,,, +22485331,Wohnung,550.0,,,,4.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-01-27,bern,2020-02-26,,,,,,,,,, +22604923,Wohnung,2650.0,2450.0,200.0,98.0,4.0,1.0,01.03.2020,1.0,,,,,"Primelweg 1, 3004 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22919678,Wohnung,1550.0,1350.0,200.0,71.0,2.5,1.0,sofort,1.0,,,,,"Stapfenackerstrasse 50, 3018 Bern",2019-12-11,bern,2020-02-26,,1.0,,,,,,,, +22571175,Attika,3850.0,3330.0,520.0,155.0,5.5,4.0,01.03.2020,1.0,1.0,100.0,100.0,,"Frohbergweg 7, 3012 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22578189,Wohnung,2870.0,2490.0,380.0,,2.0,1.0,sofort,1.0,1.0,,,,"Junkerngasse 16, 3011 Bern",2019-12-11,bern,2020-02-26,,,,,,,,,,1.0 +22570932,Wohnung,1330.0,1190.0,140.0,45.0,2.0,3.0,01.03.2020,,,,,3.0,"Buristr. 6, 3006 Bern",2019-12-10,bern,2020-02-26,1967,,1.0,1.0,,,,,, +22579121,Dachwohnung,3060.0,2680.0,380.0,,2.0,4.0,sofort,,1.0,,,,"Junkerngasse 16, 3011 Bern",2019-12-11,bern,2020-02-26,,,,,,,,,,1.0 +23025899,Maisonette,2175.0,1900.0,275.0,100.0,3.0,,nachVereinbarung,,,,,,3014 Bern,2019-12-11,bern,2020-02-26,,,,,,,,,, +22568524,Wohnung,1540.0,1300.0,240.0,,3.5,0.0,,1.0,,,,,"Eigerstrasse 6, 3007 Bern",2019-12-09,bern,2020-02-26,,,,,,,,,, +22575321,Wohnung,1555.0,1285.0,270.0,73.0,3.5,4.0,01.03.2020,,,,,4.0,"Spitalackerstrasse 20 a, 3013 Bern",,bern,2020-02-26,1966,,,,,,,,, +22193572,Wohnung,3050.0,2850.0,200.0,140.0,4.5,1.0,15.07.2020,1.0,,,,,"Muristrasse 7, 3006 Bern",2019-12-09,bern,2020-02-26,,1.0,1.0,1.0,,,,,, +22570265,Wohnung,2800.0,2500.0,300.0,110.0,4.5,2.0,nachVereinbarung,1.0,,,,,"Seminarstrasse 11, 3006 Bern",,bern,2020-02-26,,,,,,,,,, +22979611,Wohnung,3850.0,3500.0,350.0,145.0,5.0,3.0,01.04.2020,1.0,1.0,,,,"Dufourstrasse 23, 3005 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,, +23018296,Wohnung,2690.0,2300.0,390.0,143.0,3.0,4.0,15.03.2020,,,,,4.0,"Kramgasse 9, 3011 Bern",2019-12-06,bern,2020-02-26,1900,,,,,,,,, +23025182,Wohnung,300.0,,,,1.0,,nachVereinbarung,,,,,,3011 Bern BE,2019-12-09,bern,2020-02-26,,,,,,,,,, +22856274,Wohnung,2350.0,2100.0,250.0,84.0,2.5,4.0,nachVereinbarung,1.0,1.0,120.0,80.0,,"Dufourstrasse 23, 3005 Bern",,bern,2020-02-26,,,1.0,1.0,,920.0,,,, +22543224,Wohnung,2800.0,2500.0,300.0,134.0,6.0,2.0,nachVereinbarung,1.0,1.0,,,,"Morillonstrasse 16, 3007 Bern",2019-12-05,bern,2020-02-26,,,,,,,,,, +22535127,Wohnung,2295.0,2025.0,270.0,103.0,3.5,3.0,01.04.2020,,,,,5.0,"Weltpoststrasse 8b, 3015 Bern",,bern,2020-02-26,2012,,,,,,,,, +22548756,Attika,2790.0,2600.0,190.0,85.0,3.5,3.0,sofort,,,200.0,800.0,,"Gryphenhübeliweg 28, 3006 Bern",,bern,2020-02-26,1953,,,,,,,,, +22549464,Wohnung,1740.0,1520.0,220.0,70.0,3.0,1.0,01.03.2020,1.0,,50.0,400.0,3.0,"Reiterstrasse 17, 3013 Bern",2019-12-05,bern,2020-02-26,1949,,,,,,,,, +22562918,Wohnung,1200.0,,,25.0,1.5,,01.03.2020,,,,,,3014 Bern,2019-12-09,bern,2020-02-26,,,,,,,,,, +22542085,Wohnung,2800.0,2500.0,300.0,134.0,6.0,2.0,,,,,,,3007 Bern,2019-12-05,bern,2020-02-26,,,,,,,,,, +22940495,Wohnung,1570.0,1320.0,250.0,,3.0,0.0,sofort,1.0,,60.0,150.0,,"Güterstrasse 14, 3008 Bern",2019-12-01,bern,2020-02-26,,,1.0,1.0,1.0,,,,400.0,1.0 +22716577,Wohnung,1450.0,1250.0,200.0,50.0,2.5,,01.03.2020,1.0,,100.0,500.0,3.0,"Wylerfeldstrasse 36, 3014 Bern",,bern,2020-02-26,1946,,,,,,,,, +22528880,Wohnung,3870.0,3500.0,370.0,151.0,5.5,2.0,sofort,1.0,1.0,450.0,,,"Wildhainweg 7, 3012 Bern",2019-12-03,bern,2020-02-26,2005,1.0,,1.0,1.0,,,,1300.0,1.0 +22517122,Wohnung,1930.0,1630.0,300.0,,3.5,3.0,sofort,1.0,1.0,100.0,100.0,,"Schönburgstrasse 58, 3013 Bern",,bern,2020-02-26,,,,1.0,,,,,1000.0,1.0 +22879575,Wohnung,1150.0,1000.0,150.0,49.0,2.0,2.0,sofort,,,,,,"Freiburgstrasse 431, 3018 Bern",2019-12-03,bern,2020-02-26,,,,1.0,,,,,, +22535394,Wohnung,765.0,,,14.0,1.0,2.0,nachVereinbarung,1.0,1.0,,,,"Bethlehemstrasse 171, 3018 Bern BE",2019-12-04,bern,2020-02-26,,,,,,,,,,1.0 +22539051,Wohnung,1935.0,1685.0,250.0,78.0,3.5,1.0,sofort,1.0,1.0,,,,"Billeweg 24, 3027 Bern",2019-12-04,bern,2020-02-26,,,1.0,1.0,,,,,,1.0 +23018297,Wohnung,1370.0,1180.0,190.0,,2.5,2.0,,,,,,,"Brunngasse 19, 3011 Bern",2019-12-04,bern,2020-02-26,,,,,,,,,, +22881998,Wohnung,1450.0,1250.0,200.0,77.0,3.5,1.0,nachVereinbarung,1.0,,,,,"Freiburgstrasse 431, 3018 Bern",2019-12-03,bern,2020-02-26,,,,1.0,,,,,, +22505369,Dachwohnung,1650.0,1450.0,200.0,,2.5,5.0,sofort,,,5.0,20.0,,"Länggassstrasse 32A, 3012 Bern",,bern,2020-02-26,,,,,,,,,, +22562773,Wohnung,1620.0,1490.0,130.0,50.0,2.0,0.0,01.03.2020,,,50.0,100.0,,"Sonnenhofweg 7, 3006 Bern",,bern,2020-02-26,,,,,,,,,, +22919654,Wohnung,1500.0,1200.0,300.0,,3.5,1.0,sofort,1.0,,,,,"Libellenweg 5, 3006 Bern",2019-11-25,bern,2020-02-26,,1.0,,1.0,,,,,, +22121564,Wohnung,1990.0,1720.0,270.0,75.0,3.5,4.0,sofort,,1.0,,,,"Breitenrainstrasse 27, 3013 Bern",,bern,2020-02-26,,,,,,,,,, +22852017,Dachwohnung,1780.0,1500.0,280.0,65.0,3.0,2.0,nachVereinbarung,1.0,,,,,3007 Bern,2019-11-25,bern,2020-02-26,,1.0,,,,,,,, +22500114,Wohnung,2100.0,1900.0,200.0,77.0,3.5,2.0,01.03.2020,1.0,,,,,"Morillonstrasse 4, 3007 Bern",,bern,2020-02-26,,,,,,,,,, +22513324,Wohnung,1450.0,,,75.0,3.5,,01.03.2020,,,,,,"Schenkstrasse 57, 3008 Bern",2019-12-01,bern,2020-02-26,,,,,,,,,, +23024695,Wohnung,750.0,,,,1.0,,nachVereinbarung,,,,,,3014 Bern BE,2019-11-29,bern,2020-02-26,,,,,,,,,, +22487418,Wohnung,1840.0,1640.0,200.0,85.0,3.5,2.0,nachVereinbarung,1.0,,330.0,1290.0,,"Segantinistrasse 20, 3006 Bern",,bern,2020-02-26,,,,,,120.0,300.0,,, +22456492,Wohnung,840.0,740.0,100.0,27.0,1.0,2.0,sofort,1.0,,100.0,200.0,4.0,"Sonnenhofweg 12, 3006 Bern",,bern,2020-02-26,1952,,,,,,,,, +22458297,Wohnung,2470.0,2200.0,270.0,84.0,3.5,0.0,sofort,,,100.0,300.0,,"Cäcilienstrasse 14, 3007 Bern",2019-11-21,bern,2020-02-26,1916,,,,,500.0,300.0,300.0,, +22778088,Wohnung,2450.0,2200.0,250.0,120.0,3.0,3.0,sofort,,,,,,"Gerechtigkeitsgasse 77, 3011 Bern",2019-11-15,bern,2020-02-26,,,,,,,,,, +22412628,Wohnung,2600.0,2400.0,200.0,112.0,4.0,0.0,,,1.0,,,,"Gutenbergstrasse 27, 3011 Bern",2019-11-14,bern,2020-02-26,,1.0,,1.0,,,,,, +22461911,Wohnung,4550.0,4050.0,500.0,170.0,7.0,1.0,nachVereinbarung,,1.0,,,,"Bernastrasse 57, 3005 Bern",2019-11-22,bern,2020-02-26,,,,,,,,,, +22535492,Wohnung,2100.0,1900.0,200.0,70.0,3.0,3.0,nachVereinbarung,,,,,2.0,"Jubiläumsstrasse 54, 3005 Bern BE",2019-11-21,bern,2020-02-26,1934,,,1.0,,,,,, +22412060,Wohnung,2350.0,2050.0,300.0,,4.5,2.0,sofort,1.0,,,250.0,,"Scharnachtalstrasse 12, 3006 Bern",,bern,2020-02-26,,,,,,,300.0,,, +22709261,Wohnung,1620.0,1400.0,220.0,,3.0,2.0,01.03.2020,1.0,1.0,,,,"Bottigenstrasse 22, 3018 Bern",2019-11-20,bern,2020-02-26,,1.0,,,,,,,, +22716581,Wohnung,1840.0,1640.0,200.0,83.0,3.0,8.0,sofort,1.0,1.0,50.0,50.0,,"Winkelriedstrasse 7, 3014 Bern",,bern,2020-02-26,,,,,,100.0,100.0,250.0,,1.0 +22801397,Wohnung,40.0,,,,1.0,,nachVereinbarung,,,,,,3014 Bern BE,2019-11-19,bern,2020-02-26,,,,,,,,,, +22409350,Wohnung,2985.0,2700.0,285.0,,4.0,1.0,nachVereinbarung,1.0,1.0,120.0,10.0,,"Moserstrasse 33, 3014 Bern",,bern,2020-02-26,2019,,,1.0,1.0,620.0,390.0,,,1.0 +22440482,Maisonette,1530.0,1340.0,190.0,,2.5,4.0,sofort,,,,,,"Breitenrainstrasse 15, 3013 Bern",2019-11-06,bern,2020-02-26,,,,,,,,,, +22371514,Wohnung,1440.0,1250.0,190.0,,3.0,2.0,sofort,1.0,,210.0,30.0,,"Brünnenstrasse 105, 3018 Bern",,bern,2020-02-26,,,,,,280.0,610.0,,, +22696121,Wohnung,1500.0,1350.0,150.0,60.0,2.5,4.0,nachVereinbarung,,,,,,"Thunstrasse 93, 3006 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22783178,Dachwohnung,3890.0,3540.0,350.0,120.0,5.0,3.0,sofort,1.0,,100.0,250.0,,"Diesbachstrasse 10, 3012 Bern",2019-11-13,bern,2020-02-26,1906,,,1.0,,,,,500.0, +22387120,Wohnung,1390.0,1190.0,200.0,54.0,3.0,3.0,sofort,,,,,,"Untermattweg 76, 3027 Bern",2020-01-15,bern,2020-02-26,,,,1.0,,,,,, +22410815,Wohnung,1515.0,1315.0,200.0,60.0,3.5,3.0,sofort,1.0,,100.0,100.0,4.0,"Egelgasse 70 / 70a, 3006 Bern",,bern,2020-02-26,1961,,,,,,,,, +22568122,Wohnung,1500.0,1300.0,200.0,,2.5,1.0,sofort,1.0,,300.0,700.0,,"Stapfenackerstrasse 50, 3018 Bern",2019-12-11,bern,2020-02-26,,,,1.0,,,200.0,,,1.0 +22413228,Wohnung,2950.0,2650.0,300.0,105.0,4.5,0.0,sofort,,,100.0,300.0,,"Cäcilienstrasse 14, 3007 Bern",2019-11-14,bern,2020-02-26,1916,,,,,500.0,300.0,300.0,, +22866995,Wohnung,1700.0,,,,3.0,,nachVereinbarung,,,,,,3007 Bern BE,2019-11-14,bern,2020-02-26,,,,,,,,,, +22349596,Wohnung,1390.0,1190.0,200.0,,3.0,4.0,sofort,1.0,,100.0,100.0,,"Schlossstrasse 125, 3008 Bern",,bern,2020-02-26,,,,,,,,,, +22353841,Wohnung,1470.0,1340.0,130.0,51.0,2.5,5.0,sofort,,,,,,"Mühledorfstrasse 2A, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22848026,Wohnung,1350.0,1150.0,200.0,,2.5,2.0,sofort,1.0,1.0,,500.0,,"Bahnhöheweg 36, 3018 Bern",,bern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22328581,Wohnung,1535.0,1300.0,235.0,61.0,3.0,7.0,sofort,,,200.0,50.0,3.0,"Obermattstr. 16, 3018 Bern",2019-11-01,bern,2020-02-26,1970,,1.0,1.0,1.0,500.0,269.0,3000.0,3000.0, +22334029,Wohnung,1870.0,1610.0,260.0,71.0,2.5,1.0,sofort,1.0,1.0,,,,"Le-Corbusier-Platz 10, 3027 Bern",2019-11-01,bern,2020-02-26,,,,1.0,1.0,,,,, +22328369,Wohnung,1550.0,1290.0,260.0,,3.5,2.0,sofort,1.0,,,,,"Mädergutstrasse 79, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22578963,Wohnung,600.0,,,,1.0,,nachVereinbarung,,,,,,3007 Bern BE,2019-11-06,bern,2020-02-26,,,,,,,,,, +22346226,Wohnung,2710.0,2400.0,310.0,130.0,4.5,2.0,nachVereinbarung,1.0,,,,4.0,"Muristrasse 59, 3006 Bern",,bern,2020-02-26,1935,,1.0,1.0,,,,,, +22722696,Wohnung,1510.0,1290.0,220.0,75.0,3.0,5.0,sofort,,1.0,100.0,100.0,,"Ostring 14, 3006 Bern",,bern,2020-02-26,,,1.0,,1.0,100.0,200.0,,250.0, +22610220,Wohnung,1490.0,1310.0,180.0,55.0,2.5,3.0,nachVereinbarung,1.0,1.0,200.0,400.0,4.0,"Riedbachstrasse 77, 3027 Bern",2019-11-04,bern,2020-02-26,2017,1.0,,1.0,,750.0,750.0,,600.0,1.0 +22326622,Wohnung,1550.0,1290.0,260.0,,3.5,2.0,,,,,,,3018 Bern,2019-11-01,bern,2020-02-26,,,,,,,,,, +22328345,Wohnung,1780.0,1470.0,310.0,92.0,4.5,5.0,01.05.2020,1.0,1.0,,,,"Holenackerstrasse 11, 3027 Bern",2019-11-01,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22107205,Wohnung,1700.0,,,60.0,3.0,2.0,,,,,,,3006 Bern,2019-10-31,bern,2020-02-26,,,,,,,,,, +22301091,Wohnung,1675.0,1425.0,250.0,74.0,3.5,0.0,nachVereinbarung,1.0,1.0,130.0,75.0,4.0,"Giacomettistrasse 27, 27b, 3006 Bern",2019-10-28,bern,2020-02-26,1956,,1.0,1.0,,950.0,1000.0,700.0,,1.0 +22961200,Wohnung,1700.0,1500.0,200.0,,2.5,4.0,01.05.2020,1.0,,,,,"Attinghausenstrasse 11, 3014 Bern",2019-11-01,bern,2020-02-26,,,,,,,,,, +22325244,Attika,2445.0,2180.0,265.0,102.0,4.5,4.0,nachVereinbarung,,,500.0,,3.0,"Hüsliackerstrasse 15, 3018 Bern",,bern,2020-02-26,2009,,,,,,,,500.0, +22304574,Wohnung,1210.0,990.0,220.0,,2.5,4.0,sofort,1.0,,,,,"Looslistrasse 54, 3027 Bern",2019-10-29,bern,2020-02-26,,,,,,,,,, +22716579,Wohnung,1400.0,1200.0,200.0,61.0,2.5,1.0,sofort,1.0,,270.0,550.0,,"Wangenstrasse 43c, 3018 Bern",,bern,2020-02-26,,,,,,1340.0,930.0,,,1.0 +22325850,Dachwohnung,1990.0,1710.0,280.0,90.0,3.0,,sofort,,1.0,,,,"Nydeggstalden 10, 3011 Bern",2020-01-15,bern,2020-02-26,,1.0,,,,,,,, +22974344,Dachwohnung,2800.0,2500.0,300.0,88.0,3.5,2.0,sofort,1.0,,240.0,220.0,2.0,"Breitfeldstrasse 41, 3014 Bern",,bern,2020-02-26,2019,,,,,400.0,290.0,,, +22535293,Dachwohnung,2690.0,2450.0,240.0,115.0,4.0,3.0,nachVereinbarung,,,,,,"Rathausgasse 48, 3011 Bern",2019-10-25,bern,2020-02-26,1470,,,1.0,,,,,, +22325049,Wohnung,1700.0,1500.0,200.0,,2.5,4.0,,,,,,,3014 Bern,2019-10-15,bern,2020-02-26,,,,,,,,,, +22245660,Maisonette,2870.0,2650.0,220.0,133.0,2.5,,01.04.2020,,,,,,"Länggassstrasse 10, 3012 Bern",2019-10-18,bern,2020-02-26,,,,,,,,,, +22813817,Wohnung,2180.0,1910.0,270.0,,4.0,3.0,sofort,1.0,1.0,,,,"Buristrasse 18, 3006 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22278582,Wohnung,2208.0,1958.0,250.0,85.0,3.5,2.0,sofort,1.0,1.0,100.0,500.0,4.0,"Rüfenachtweg 6, 3006 Bern",,bern,2020-02-26,2014,,,,1.0,,,,500.0,1.0 +22223188,Maisonette,3215.0,2915.0,300.0,110.0,4.5,,sofort,1.0,,,,,"Bitziusstrasse 51, 3006 Bern",,bern,2020-02-26,,1.0,,,,,,,, +22174564,Dachwohnung,2870.0,2570.0,300.0,,5.5,2.0,sofort,,,100.0,100.0,,"Mülinenstrasse, 3006 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22716587,Wohnung,1400.0,1200.0,200.0,61.0,2.5,1.0,sofort,1.0,,290.0,570.0,,"Wangenstrasse 41b, 3018 Bern",,bern,2020-02-26,,,,,,1000.0,960.0,,,1.0 +22289612,Wohnung,1590.0,1390.0,200.0,57.0,2.0,5.0,sofort,,,,,,"Winkelriedstrasse 48, 3014 Bern",2019-10-26,bern,2020-02-26,,,,,,,,,, +22165824,Wohnung,2260.0,1900.0,360.0,105.0,4.5,13.0,sofort,1.0,1.0,,,,"Bahnstrasse 99 Miete, 3008 Bern BE",2019-10-07,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22113363,Wohnung,3850.0,3500.0,350.0,180.0,5.5,,sofort,,1.0,200.0,100.0,3.0,"Morellweg 6, 3007 Bern",2019-09-27,bern,2020-02-26,1906,,,,,,,,, +22162875,Wohnung,3200.0,,,120.0,4.5,,sofort,,,,,,"Amselweg 19, 3012 Bern",2019-10-06,bern,2020-02-26,,,,,,,,,, +22174663,Wohnung,1360.0,1140.0,220.0,58.0,2.0,1.0,nachVereinbarung,1.0,,30.0,50.0,4.0,"Ostring 77, 3006 Bern",2019-10-08,bern,2020-02-26,1945,,1.0,1.0,,650.0,500.0,500.0,, +22704023,Dachwohnung,270.0,,,,1.0,,nachVereinbarung,,,,,,3012 Bern BE,2019-09-27,bern,2020-02-26,,,,,,,,,, +23024429,Wohnung,1990.0,,,80.0,2.5,,01.05.2020,,,,,,"Funkerstrasse 25, 3013 Bern",2019-10-03,bern,2020-02-26,,,,,,,,,, +22166496,Wohnung,2260.0,1900.0,360.0,105.0,4.5,13.0,sofort,1.0,1.0,,,,"Bahnstrasse 99 Miete, 3008 Bern",2019-10-07,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22102056,Loft,3000.0,2600.0,400.0,178.0,2.0,2.0,sofort,1.0,1.0,350.0,630.0,,"Winterholzstrasse 55, 3018 Bern",,bern,2020-02-26,,,1.0,1.0,,460.0,340.0,,1800.0,1.0 +22169278,Wohnung,1975.0,1630.0,345.0,89.0,4.5,9.0,nachVereinbarung,,,200.0,50.0,3.0,"Obermattstr. 16, 3018 Bern",2019-10-07,bern,2020-02-26,1970,,1.0,1.0,1.0,500.0,269.0,3000.0,3000.0, +22282746,Wohnung,2950.0,2650.0,300.0,103.0,4.0,2.0,sofort,1.0,1.0,100.0,100.0,,"Waaghausgasse 5, 3011 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22075997,Wohnung,1210.0,980.0,230.0,,2.5,4.0,01.03.2020,,,,,,"Looslistrasse 50, 3027 Bern",2019-09-23,bern,2020-02-26,,,,,,,,,, +22690489,Wohnung,2040.0,1900.0,140.0,,2.0,2.0,sofort,1.0,,190.0,3270.0,,"Kramgasse 39, 3011 Bern",,bern,2020-02-26,1700,,,,,3840.0,,,, +22434945,Wohnung,1730.0,1350.0,380.0,,2.5,,nachVereinbarung,1.0,,20.0,650.0,,"Ostring 36/ 38, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,840.0,840.0,,40.0, +22051276,Wohnung,2340.0,2010.0,330.0,117.0,1.0,0.0,sofort,,1.0,,,,"Hardeggerstrasse 12, 3008 Bern",,bern,2020-02-26,,,,,,,,,, +22938265,Studio,855.0,830.0,25.0,17.0,1.0,2.0,01.04.2020,,,250.0,500.0,,"Rathausgasse 45, 3011 Bern",,bern,2020-02-26,,,1.0,,,500.0,500.0,500.0,, +22839517,Wohnung,2400.0,,,100.0,4.5,,sofort,,,,,,"Billeweg 8, 3027 Bern",2019-09-23,bern,2020-02-26,,,,,,,,,, +22093542,Wohnung,1645.0,1380.0,265.0,69.0,3.5,2.0,sofort,1.0,1.0,,,4.0,"Obere Zollgasse 92, 3006 Bern",2019-09-25,bern,2020-02-26,1973,,,,,,,,, +22091417,Wohnung,1645.0,1380.0,265.0,69.0,3.5,2.0,,,,,,,3006 Bern,2019-09-25,bern,2020-02-26,,,,,,,,,, +22048431,Wohnung,2340.0,2010.0,330.0,117.0,1.0,,,,,,,,3008 Bern,2019-09-18,bern,2020-02-26,,,,,,,,,, +22075998,Wohnung,1290.0,1060.0,230.0,,3.5,1.0,sofort,,,,,,"Looslistrasse 50, 3027 Bern",2019-09-23,bern,2020-02-26,,,,,,,,,, +21831302,Wohnung,1960.0,1780.0,180.0,70.0,2.5,,01.04.2020,1.0,1.0,300.0,300.0,4.0,"Weltpoststrasse 1A, 3015 Bern",2019-08-15,bern,2020-02-26,2020,,1.0,,,600.0,700.0,700.0,1000.0,1.0 +22021641,Wohnung,2000.0,1720.0,280.0,89.0,4.5,13.0,nachVereinbarung,,,200.0,50.0,3.0,"Obermattstr. 16, 3018 Bern",2019-09-13,bern,2020-02-26,1970,,1.0,1.0,1.0,500.0,269.0,3000.0,3000.0, +20460607,Maisonette,2990.0,2760.0,230.0,130.0,4.5,4.0,nachVereinbarung,,,,,3.0,"Lorrainestrasse 8a, 3013 Bern",2019-09-11,bern,2020-02-26,1895,,,,,,,,, +22716594,Wohnung,1430.0,1230.0,200.0,62.0,2.5,1.0,sofort,1.0,,100.0,380.0,,"Wangenstrasse 49, 3018 Bern",,bern,2020-02-26,,,,,,1180.0,770.0,,500.0,1.0 +22925669,Wohnung,1530.0,1350.0,180.0,71.0,3.0,1.0,16.05.2020,1.0,,30.0,100.0,,"Laubeggstrasse 139, 3006 Bern",,bern,2020-02-26,,,,,,950.0,950.0,,, +21822678,Wohnung,4450.0,4180.0,270.0,123.0,4.5,5.0,01.04.2020,1.0,1.0,300.0,300.0,,"Weltpoststrasse 1, 3015 Bern",2019-08-14,bern,2020-02-26,2020,,1.0,,,600.0,700.0,700.0,1000.0,1.0 +20823056,Dachwohnung,1945.0,1750.0,195.0,75.0,3.0,,sofort,,,,,,"Brunngasse 50, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22234055,Wohnung,1490.0,1310.0,180.0,,3.0,,sofort,1.0,,100.0,100.0,,"Laubeggstrasse 139, 3006 Bern",,bern,2020-02-26,,,,1.0,,,,,, +21822676,Wohnung,3890.0,3520.0,370.0,147.0,5.5,,01.04.2020,1.0,1.0,300.0,300.0,4.0,"Weltpoststrasse 1B, 3015 Bern",2019-08-14,bern,2020-02-26,2020,,1.0,,1.0,600.0,700.0,700.0,1000.0,1.0 +21988062,Dachwohnung,2400.0,1980.0,420.0,65.0,2.0,4.0,sofort,,1.0,300.0,50.0,,"Zeughausgasse 27, Wohnungen, 3011 Bern",2019-09-09,bern,2020-02-26,1927,,,1.0,,1000.0,2800.0,2800.0,, +22965465,Dachwohnung,250.0,220.0,30.0,,1.0,4.0,01.05.2020,,,1.0,100.0,,"Morillonstrasse 6, 3007 Bern",2019-08-13,bern,2020-02-26,1932,,,,,250.0,250.0,250.0,, +21728072,Wohnung,2480.0,2080.0,400.0,116.0,3.5,1.0,sofort,1.0,1.0,,,,"Le-Corbusier-Platz 12, 3027 Bern",2019-07-29,bern,2020-02-26,,,,1.0,1.0,,,,, +21822674,Wohnung,2930.0,2660.0,270.0,105.0,4.5,1.0,01.04.2020,1.0,1.0,300.0,300.0,4.0,"Weltpoststrasse 1A, 3015 Bern",2019-08-14,bern,2020-02-26,2020,,1.0,,1.0,600.0,700.0,700.0,1000.0,1.0 +21786260,Wohnung,1760.0,1550.0,210.0,,3.0,,sofort,1.0,,,,,"Heckenweg 41, 3007 Bern",2019-08-08,bern,2020-02-26,1960,,,,,,,,, +22984740,Wohnung,2540.0,2290.0,250.0,68.0,2.5,1.0,sofort,1.0,,,,,"Weststrasse 26, 3005 Bern",,bern,2020-02-26,1995,,,,,,,,, +21480256,Wohnung,1804.0,1524.0,280.0,90.0,3.0,3.0,nachVereinbarung,,,,,,"Bolligenstrasse 46 A, 3006 Bern",2019-06-20,bern,2020-02-26,,,,,,,,,, +22716595,Wohnung,1420.0,1250.0,170.0,53.0,2.5,2.0,sofort,1.0,,150.0,140.0,3.0,"Wylerfeldstrasse 38, 3014 Bern",,bern,2020-02-26,1946,,,,,130.0,240.0,,, +21288148,Wohnung,2750.0,2500.0,250.0,85.0,2.5,4.0,sofort,,,,,,"Rathausgasse 68, 3011 Bern",2019-07-02,bern,2020-02-26,,,,,,,,,, +21805866,Wohnung,1810.0,1640.0,170.0,64.0,2.5,,sofort,1.0,1.0,300.0,300.0,4.0,"Weltpoststrasse 3A, 3015 Bern",2019-08-12,bern,2020-02-26,2019,,1.0,,,600.0,700.0,700.0,1000.0,1.0 +21717612,Wohnung,1310.0,1130.0,180.0,41.0,2.0,,sofort,1.0,,,,,"Bethlehemstrasse 128, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +21373623,Loft,2190.0,1950.0,240.0,98.0,2.0,-1.0,nachVereinbarung,,,,,,"Mühlemattstrasse 55, 3007 Bern",,bern,2020-02-26,,,,,,,,,, +21867110,Wohnung,1925.0,1600.0,325.0,87.0,3.5,1.0,sofort,1.0,1.0,,,4.0,3027 Bern BE,2019-03-13,bern,2020-02-26,2008,1.0,1.0,1.0,,,,,, +22174563,Wohnung,1450.0,1290.0,160.0,,2.5,2.0,sofort,1.0,,100.0,100.0,,"Zelgstrasse 29, 3027 Bern",2019-03-14,bern,2020-02-26,,,,,,,,,500.0, +22919634,Wohnung,2750.0,2450.0,300.0,144.0,1.0,0.0,nachVereinbarung,1.0,1.0,,,,"Winterholzstrasse 57, 3018 Bern",2019-05-03,bern,2020-02-26,,1.0,,1.0,,,,,, +22749461,Wohnung,2490.0,2190.0,300.0,,4.0,3.0,sofort,,1.0,50.0,50.0,,"Aegertenstrasse 53, 3005 Bern",,bern,2020-02-26,,,,,,,,,2000.0, +21480203,Wohnung,1804.0,1524.0,280.0,90.0,3.0,3.0,,,,,,,3006 Bern,2019-06-20,bern,2020-02-26,,,,,,,,,, +21056128,Wohnung,1150.0,,,,1.0,2.0,nachVereinbarung,1.0,,,,,3013 Bern BE,2019-04-26,bern,2020-02-26,,1.0,,1.0,,,,,, +21202121,Wohnung,1790.0,1510.0,280.0,89.0,3.0,3.0,sofort,,,,,4.0,"Bolligenstr. 30b, 3006 Bern",2020-01-16,bern,2020-02-26,1981,,1.0,,1.0,,,,, +21161839,Loft,2800.0,2500.0,300.0,144.0,1.0,0.0,sofort,1.0,1.0,1940.0,6740.0,,"Winterholzstrasse 57, 3018 Bern",,bern,2020-02-26,,,1.0,1.0,,490.0,620.0,,1800.0,1.0 +20842281,Wohnung,1800.0,,,,2.5,,nachVereinbarung,,,,,,3011 Bern BE,2019-03-16,bern,2020-02-26,,,,,,,,,, +23026064,Wohnung,3530.0,,,,4.5,,nachVereinbarung,,,,,,8047 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025958,Wohnung,1125.0,,,,1.0,,nachVereinbarung,,,,,,8052 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025554,Wohnung,1200.0,,,25.0,1.0,0.0,01.05.2020,,,,,,"Limmattalstrasse 71, 8049 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23025557,Wohnung,3000.0,,,,3.5,,nachVereinbarung,,,,,,8057 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025556,Wohnung,1650.0,,,,2.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025959,Wohnung,950.0,,,30.0,1.0,1.0,sofort,1.0,,,,6.0,8050 Zürich ZH,2020-02-26,zuerich,2020-02-26,2005,1.0,,,,,,,,1.0 +23026014,Wohnung,3360.0,,,,3.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025969,Wohnung,1950.0,,,,3.5,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025678,Wohnung,3360.0,,,76.0,3.0,4.0,01.04.2020,1.0,,,,,"Zentralstrasse 125, 8003 Zürich",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025970,Wohnung,2580.0,,,,3.5,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025154,Wohnung,1690.0,1490.0,200.0,41.0,1.5,1.0,,,,,,,8038 Zürich,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024860,Dachwohnung,3480.0,3200.0,280.0,80.0,2.5,3.0,01.06.2020,1.0,1.0,200.0,150.0,4.0,"Konkordiastrasse 13, 8032 Zürich",2020-02-26,zuerich,2020-02-26,2017,,,1.0,,,,,, +23025749,Wohnung,2038.0,1768.0,270.0,94.0,4.5,2.0,16.03.2020,1.0,,,,5.0,"Letzigraben 224, 8047 Zürich",2020-02-26,zuerich,2020-02-26,1969,,,,,,,,, +23024828,Wohnung,1950.0,,,,1.0,6.0,sofort,,1.0,,,,"Brandschenkestrasse, 8001 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,,,,,,,1.0 +23024830,Wohnung,1490.0,,,24.0,1.5,1.0,01.05.2020,1.0,,,,,8038 Zürich ZH,2020-02-26,zuerich,2020-02-26,,1.0,,,,,,,, +23025383,Wohnung,2150.0,1800.0,350.0,86.0,4.5,1.0,01.05.2020,,1.0,,50.0,4.0,"Badenerstrasse 813, 8048 Zürich",2020-02-26,zuerich,2020-02-26,1984,,1.0,,,,,,, +23025401,Wohnung,950.0,,,,2.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025400,Wohnung,1797.0,,,60.0,2.5,4.0,01.04.2020,1.0,1.0,,,,"Klosbachstrasse 66, 8032 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23025382,Wohnung,1800.0,1610.0,190.0,50.0,2.0,1.0,01.05.2020,,,,200.0,3.0,"Im Struppen 3, 8048 Zürich",2020-02-26,zuerich,2020-02-26,1973,,,,,100.0,50.0,,1000.0, +23025409,Wohnung,1950.0,,,,3.0,1.0,01.06.2020,1.0,,,,,"Altstetterstrasse 174, 8048 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024134,Wohnung,2190.0,1900.0,290.0,60.0,3.0,1.0,01.04.2020,1.0,,20.0,200.0,,"Regensdorferstr. 61, 8049 Zürich",2020-02-26,zuerich,2020-02-26,,,1.0,,,,,,, +23024113,Wohnung,1780.0,1480.0,300.0,63.0,3.0,2.0,01.04.2020,,,80.0,90.0,4.0,"Blauäcker 6/8/10, 8051 Zürich",2020-02-26,zuerich,2020-02-26,1958,,,,,500.0,600.0,600.0,, +23024827,Wohnung,650.0,,,11.0,1.0,1.0,15.04.2020,,,,,,8003 Zürich ZH,2020-02-26,zuerich,2020-02-26,1970,,,,,,,,, +23024757,Wohnung,2100.0,,,34.0,1.0,5.0,sofort,1.0,1.0,,,,"Asylstrasse 77, 8032 Zürich ZH",2020-02-26,zuerich,2020-02-26,1920,1.0,1.0,1.0,,,,,, +23024966,Wohnung,1700.0,1440.0,260.0,63.0,3.0,3.0,16.03.2020,,,140.0,200.0,5.0,"Gutstrasse 158 160 162, 8055 Zürich",2020-02-26,zuerich,2020-02-26,1953,,,,,300.0,500.0,900.0,, +23025410,Wohnung,1560.0,,,,2.0,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024101,Wohnung,1490.0,1330.0,160.0,,3.0,2.0,16.05.2020,1.0,,,,,"Schwellistrasse 61, 8052 Zürich",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024760,Wohnung,1300.0,,,30.0,1.5,3.0,01.04.2020,,,,,,"Feldstrasse 98, 8004 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23024647,Wohnung,1250.0,,,40.0,1.0,,nachVereinbarung,,,,,,"Kreuzstrasse 17, 8008 Zürich",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024646,Studio,500.0,,,,,,nachVereinbarung,,,,,,8004 Zürich,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23023573,Wohnung,2105.0,1850.0,255.0,81.0,3.5,2.0,nachVereinbarung,,,,,5.0,"Albisstr. 81, 8038 Zürich",2020-02-26,zuerich,2020-02-26,1968,,,,,,,,, +23023289,Wohnung,2190.0,1900.0,290.0,60.0,3.0,1.0,,,,,,,8049 Zürich,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23023271,Wohnung,3700.0,3350.0,350.0,105.0,2.5,20.0,sofort,,1.0,,,4.0,"Pfingstweidstrasse 98 (RESERVIERT), 8005 Zürich",2020-02-26,zuerich,2020-02-26,2015,,1.0,1.0,,,,,, +23023261,Loft,3730.0,3380.0,350.0,109.0,2.5,4.0,,,,,,,"Hardturmstrasse 90 (RESERVIERT), 8005 Zürich",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024135,Wohnung,2500.0,2300.0,200.0,74.0,2.5,7.0,01.03.2020,1.0,1.0,80.0,200.0,4.0,"Tuchmacherstrasse 76, 8041 Zürich",2020-02-26,zuerich,2020-02-26,2019,,,,,800.0,650.0,1500.0,2200.0, +23022951,Wohnung,1565.0,1495.0,70.0,58.0,2.0,2.0,01.05.2020,1.0,,50.0,50.0,5.0,"Bristenstrasse 7, 8048 Zürich",2020-02-26,zuerich,2020-02-26,1964,,1.0,1.0,,300.0,300.0,,2000.0,1.0 +23021886,Wohnung,1350.0,1260.0,90.0,30.0,1.5,2.0,01.04.2020,,1.0,100.0,,,"Birmensdorferstr. 256, 8055 Zürich",2020-02-26,zuerich,2020-02-26,,1.0,,1.0,,,,,, +23023043,Wohnung,2750.0,2600.0,150.0,79.0,3.5,4.0,01.04.2020,,1.0,,,,"Paulstrasse 6, 8008 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23023270,Attika,3380.0,3100.0,280.0,83.0,2.5,4.0,01.04.2020,1.0,1.0,,,4.0,"Karl-Stauffer-Strasse 8 (RESERVIERT), 8008 Zürich",2020-02-26,zuerich,2020-02-26,2020,,,1.0,1.0,,,,, +23021964,Wohnung,1565.0,1495.0,70.0,58.0,2.0,2.0,,,,,,,8048 Zürich,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021871,Wohnung,2599.0,2475.0,124.0,,3.5,4.0,01.04.2020,1.0,1.0,,,,"Diggelmannstrasse 29, 8047 Zürich",2020-02-26,zuerich,2020-02-26,,,,,,,,,,1.0 +23021879,Wohnung,3650.0,3350.0,300.0,123.0,4.5,4.0,01.07.2020,1.0,1.0,50.0,500.0,3.0,"Neunbrunnenstrasse 53, 8050 Zürich",2020-02-26,zuerich,2020-02-26,2013,,1.0,1.0,1.0,200.0,500.0,,2500.0,1.0 +23023824,Maisonette,2250.0,1900.0,350.0,110.0,3.5,0.0,01.03.2020,,1.0,,,5.0,"Neudorfstrasse 17, 8050 Zürich",2020-02-26,zuerich,2020-02-26,1987,,,,,,,,, +23021876,Wohnung,1800.0,1630.0,170.0,65.0,2.5,4.0,16.04.2020,1.0,1.0,450.0,50.0,5.0,"Binzmühlestrasse 97, 8050 Zürich",2020-02-26,zuerich,2020-02-26,2001,,,,1.0,,,,,1.0 +23021875,Wohnung,1371.0,1255.0,116.0,88.0,3.5,0.0,01.05.2020,1.0,1.0,,,,"Rütihofstrasse 45, 8049 Zürich",2020-02-26,zuerich,2020-02-26,1996,,,1.0,1.0,,,,, +23021885,Wohnung,1374.0,1270.0,104.0,,1.0,2.0,01.04.2020,,,,,,"Friesenbergstrasse 76, 8055 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23021866,Wohnung,4700.0,4300.0,400.0,143.0,5.0,1.0,01.05.2020,1.0,1.0,200.0,200.0,3.0,"Neuhausstrasse7, 8044 Zürich",2020-02-26,zuerich,2020-02-26,2003,,1.0,1.0,,,400.0,,,1.0 +23021867,Wohnung,1680.0,,,65.0,3.0,1.0,01.04.2020,1.0,,150.0,300.0,5.0,"Wehntalerstrasse 521, 8046 Zürich",2020-02-26,zuerich,2020-02-26,1970,,,1.0,1.0,500.0,500.0,1500.0,2000.0, +23021868,Wohnung,1820.0,1682.0,138.0,57.0,3.0,2.0,01.05.2020,1.0,,50.0,200.0,3.0,"Wehntalerstrasse 609, 8046 Zürich",2020-02-26,zuerich,2020-02-26,1957,,,,,,,,400.0, +23021873,Wohnung,2200.0,2030.0,170.0,60.0,3.0,1.0,,1.0,,100.0,100.0,,"Sustenstrasse 20, 8048 Zürich",2020-02-26,zuerich,2020-02-26,,,1.0,,1.0,50.0,50.0,,, +23021856,Wohnung,1595.0,1485.0,110.0,48.0,2.0,1.0,01.04.2020,1.0,,100.0,500.0,,"Widmerstrasse 73, 8038 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,500.0, +23021854,Wohnung,2310.0,2100.0,210.0,70.0,3.0,1.0,01.04.2020,,,50.0,1000.0,4.0,"Nordstrasse 318, 8037 Zürich",2020-02-26,zuerich,2020-02-26,1929,,,1.0,,,,,1000.0, +23021858,Wohnung,1490.0,1390.0,100.0,44.0,2.5,0.0,01.03.2020,,,150.0,500.0,4.0,"Leimbachstrasse 135, 8041 Zürich",2020-02-26,zuerich,2020-02-26,1962,,,,,,,,3700.0, +23021851,Attika,4250.0,3750.0,500.0,115.0,3.5,2.0,01.05.2020,1.0,1.0,10.0,500.0,3.0,"Witikonerstrasse 80, 8032 Zürich",2020-02-26,zuerich,2020-02-26,2001,1.0,1.0,1.0,,,,,,1.0 +23021850,Wohnung,3700.0,3400.0,300.0,121.0,4.5,1.0,01.04.2020,1.0,,,,5.0,"Reinacherstrasse 12, 8032 Zürich",2020-02-26,zuerich,2020-02-26,1903,,,,,,,,, +23021853,Wohnung,1537.0,1463.0,74.0,,2.5,2.0,01.06.2020,,,,,,"Griesernweg 19, 8037 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,50.0,50.0,,, +23021852,Studio,890.0,,,18.0,1.0,0.0,,,,100.0,200.0,,"Rotbuchstrasse, 8037 Zürich",2020-02-26,zuerich,2020-02-26,,1.0,,1.0,,,,,, +23021855,Wohnung,1210.0,1120.0,90.0,30.0,1.0,1.0,01.04.2020,1.0,,100.0,500.0,,"Widmerstrasse 73, 8038 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,500.0, +23021847,Wohnung,3400.0,3200.0,200.0,,5.5,1.0,,,,175.0,575.0,,"Haldeneggsteig 7, 8006 Zürich",2020-02-26,zuerich,2020-02-26,1886,,,,,,,,5600.0, +23021848,Wohnung,1800.0,1650.0,150.0,36.0,1.5,2.0,16.03.2020,,,10.0,10.0,,"Feldeggstrasse 46, 8008 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23021223,Wohnung,1467.0,,,,2.5,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021225,Wohnung,1690.0,,,,2.5,,nachVereinbarung,,,,,,8046 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021842,Wohnung,1500.0,1360.0,140.0,35.0,1.5,1.0,01.06.2020,,1.0,50.0,50.0,3.0,"Hardstrasse 9, 8004 Zürich",2020-02-26,zuerich,2020-02-26,1959,,1.0,1.0,1.0,,,,, +23021224,Wohnung,1500.0,,,,2.5,,nachVereinbarung,,,,,,8047 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021843,Wohnung,1600.0,,,,1.5,1.0,,1.0,,100.0,100.0,,"Bienenstrasse 1, 8004 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23021021,Wohnung,80.0,,,,1.0,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021708,Wohnung,1000.0,,,,3.5,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021483,Wohnung,1607.0,1447.0,160.0,50.0,1.5,4.0,01.04.2020,1.0,1.0,,,,"Rautistrasse 10A, 8047 Zürich ZH",2020-02-26,zuerich,2020-02-26,,1.0,,1.0,,,,,, +23021834,Wohnung,3800.0,3300.0,500.0,86.0,4.5,2.0,01.04.2020,1.0,,200.0,500.0,,"Nägelihof 3, 8001 Zürich",2020-02-26,zuerich,2020-02-26,,,1.0,1.0,,,,,, +23020752,Wohnung,2185.0,,,,4.0,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23019694,Wohnung,1000.0,900.0,100.0,17.0,1.0,2.0,sofort,1.0,,,,,8006 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23020743,Wohnung,1250.0,,,,1.5,,nachVereinbarung,,,,,,8057 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23020744,Wohnung,1750.0,,,50.0,2.0,2.0,sofort,1.0,,,,4.0,"Im Wingert 15, 8049 Zürich ZH",2020-02-26,zuerich,2020-02-26,1974,1.0,,,,,,,,1.0 +23019817,Wohnung,1000.0,,,,1.0,0.0,01.06.2020,1.0,,,,,"Greifenseestrasse 49, 8050 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23019820,Wohnung,900.0,,,12.0,1.0,,01.04.2020,1.0,,,,,8004 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23019405,Wohnung,1990.0,1765.0,225.0,70.0,3.5,2.0,01.04.2020,1.0,,,,,"Bändlistrasse 17, 8064 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,, +23019270,Wohnung,2900.0,,,,4.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23019468,Wohnung,1150.0,,,,3.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23019401,Wohnung,1290.0,1100.0,190.0,100.0,1.0,1.0,nachVereinbarung,1.0,1.0,,,,8050 Zürich ZH,2020-02-25,zuerich,2020-02-26,2009,1.0,,1.0,,,,,,1.0 +23019818,Wohnung,1050.0,,,87.0,1.0,4.0,01.04.2020,,1.0,,,,8048 Zürich ZH,2020-02-26,zuerich,2020-02-26,2018,,,1.0,,,,,, +23018911,Wohnung,1640.0,,,60.0,2.5,0.0,01.04.2020,1.0,1.0,,,5.0,"Neunbrunnenstrasse 138, 8050 Zürich ZH",2020-02-25,zuerich,2020-02-26,2005,1.0,,1.0,,,,,, +23018909,Wohnung,1800.0,,,121.0,1.0,1.0,01.05.2020,1.0,,,,,"Käferholzstrasse, 8057 Zürich ZH",2020-02-25,zuerich,2020-02-26,2020,,,1.0,,,,,, +23018906,Wohnung,1030.0,915.0,115.0,106.0,1.0,7.0,01.06.2020,1.0,1.0,,,,"Tuchmacherstrasse 36, 8041 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018907,Wohnung,1120.0,1000.0,120.0,,1.0,2.0,15.03.2020,1.0,,,,,"Mutschellenstrasse, 20, 8002 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23019269,Wohnung,2680.0,2480.0,200.0,,3.0,0.0,01.04.2020,1.0,,,,,8005 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018910,Wohnung,1780.0,,,70.0,2.5,1.0,16.03.2020,1.0,,,,,"Vorhaldenstrasse 31, 8049 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018908,Wohnung,1100.0,,,11.0,1.0,1.0,01.04.2020,1.0,,,,,"Englischviertelstrasse 56, 8032 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018800,Wohnung,1100.0,,,,4.5,,nachVereinbarung,,,,,,8057 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018859,Wohnung,2132.0,1847.0,285.0,62.0,3.0,1.0,01.05.2020,,,,,,"Gasometerstrasse 3, 8005 Zürich",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23019182,Wohnung,2358.0,2188.0,170.0,85.0,4.5,2.0,01.04.2020,,,300.0,300.0,3.0,"Georg Kempf-Strasse 20, 8046 Zürich",2020-02-25,zuerich,2020-02-26,1969,,,,,200.0,600.0,600.0,2000.0, +23018616,Wohnung,3200.0,,,105.0,4.5,2.0,01.04.2020,1.0,,,,,"Asylstrasse 133, 8032 Zürich",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23016533,Wohnung,2306.0,2056.0,250.0,,3.5,2.0,01.05.2020,,,,,,"Michael-Maggi-Strasse 20, 8046 Zürich",2020-02-25,zuerich,2020-02-26,,1.0,,1.0,,,,,, +23019079,Wohnung,3145.0,2950.0,195.0,66.0,2.5,4.0,01.05.2020,1.0,1.0,100.0,100.0,3.0,"Seestrasse 27, 8002 Zürich",2020-02-25,zuerich,2020-02-26,2015,,,1.0,,,,,500.0,1.0 +23023808,Wohnung,1550.0,1350.0,200.0,54.0,2.0,1.0,01.03.2020,1.0,,50.0,300.0,4.0,"Altwiesenstr. 83, 8051 Zürich",2020-02-25,zuerich,2020-02-26,1954,1.0,1.0,1.0,,50.0,50.0,100.0,,1.0 +23023786,Dachwohnung,3500.0,3000.0,500.0,,4.5,2.0,,,1.0,100.0,1000.0,,"Brunaustr. 17, 8002 Zürich",2020-02-25,zuerich,2020-02-26,1996,,,1.0,,1000.0,700.0,1200.0,1000.0,1.0 +23023826,Wohnung,1990.0,1815.0,175.0,66.0,2.5,2.0,,,1.0,10.0,150.0,4.0,"Tramstr. 1, 8050 Zürich",2020-02-25,zuerich,2020-02-26,1943,1.0,1.0,1.0,,1200.0,550.0,550.0,, +23019166,Maisonette,1875.0,1650.0,225.0,64.0,2.5,2.0,16.04.2020,,,200.0,700.0,5.0,"Schaffhauserstrasse 230 A, 8057 Zürich",2020-02-25,zuerich,2020-02-26,1990,,,,,200.0,300.0,300.0,, +23018473,Wohnung,900.0,,,,4.0,,nachVereinbarung,,,,,,8002 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23023784,Wohnung,3825.0,3525.0,300.0,125.0,4.5,7.0,01.06.2020,,1.0,300.0,300.0,5.0,"Turbinenstrasse 33, 8005 Zürich",2020-02-25,zuerich,2020-02-26,2012,,,1.0,,,,,,1.0 +23019080,Wohnung,5240.0,5000.0,240.0,82.0,2.5,8.0,nachVereinbarung,1.0,1.0,100.0,100.0,,"Seestrasse 27, 8002 Zürich",2020-02-25,zuerich,2020-02-26,2015,,,1.0,,,,,500.0,1.0 +23015782,Wohnung,1654.0,,,59.0,1.5,0.0,01.05.2020,1.0,1.0,,,,"Biberlinstrasse, 48, 8032 Zürich ZH",2020-02-25,zuerich,2020-02-26,,1.0,,,,,,,, +23016250,Wohnung,1980.0,1800.0,180.0,52.0,3.0,1.0,,,,,,,"Meientalstrasse 77, 8048 Zürich",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23015817,Wohnung,1650.0,,,75.0,3.0,2.0,sofort,1.0,,,,5.0,"Limmattalstrasse 332, 8049 Zürich ZH",2020-02-25,zuerich,2020-02-26,1955,,,1.0,,,,,, +23016473,Wohnung,900.0,,,32.0,1.5,1.0,,,,,,,8008 Zürich,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23015814,Wohnung,780.0,,,,1.0,3.0,sofort,,,,,,"Bristenstr, 8048 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23015786,Wohnung,1250.0,,,,2.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23015815,Wohnung,190.0,,,,,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23015874,Wohnung,1250.0,,,13.0,1.0,4.0,sofort,1.0,,,,,"Paulstrasse 4, 8008 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,, +23015785,Wohnung,1200.0,,,,2.0,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23014731,Wohnung,1625.0,1480.0,145.0,,3.0,1.0,01.04.2020,1.0,,,,,"Grosswiesenstrasse 75, 8051 Zürich",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,, +23015876,Wohnung,1900.0,,,,3.5,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018926,Wohnung,2180.0,1990.0,190.0,,2.5,3.0,01.04.2020,1.0,,100.0,200.0,,"Winterthurerstrasse 580, 8051 Zürich",2020-02-25,zuerich,2020-02-26,2015,,,,,200.0,400.0,400.0,2000.0, +23014743,Wohnung,990.0,,,52.0,2.0,2.0,13.05.2020,,,,,,"Grebelackerstrasse 14, 8057 Zürich",2020-02-25,zuerich,2020-02-26,,,1.0,,,,,,, +23014724,Wohnung,1350.0,1280.0,70.0,33.0,1.0,0.0,16.03.2020,1.0,,,,4.0,"Hardeggstrasse 27, 8049 Zürich",2020-02-25,zuerich,2020-02-26,1968,,,1.0,,,,,, +23014739,Wohnung,1958.0,1775.0,183.0,60.0,3.0,2.0,sofort,1.0,,100.0,300.0,4.0,"Trichtenhausenstrasse 17, 8053 Zürich",2020-02-25,zuerich,2020-02-26,1959,,,1.0,,,,,,1.0 +23014723,Wohnung,1935.0,1795.0,140.0,,2.5,4.0,sofort,1.0,1.0,250.0,120.0,,"Saumackerstrasse 62, 8048 Zürich",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +23014738,Wohnung,1430.0,,,50.0,2.0,2.0,01.04.2020,1.0,,100.0,100.0,,"nahe Haltestelle Seebach, 8052 Zürich",2020-02-25,zuerich,2020-02-26,,1.0,,1.0,,,,,, +23018927,Wohnung,1690.0,1590.0,100.0,,2.0,,,1.0,,20.0,100.0,,"Winterthurerstrasse 580, 8051 Zürich",2020-02-25,zuerich,2020-02-26,2015,,,,,100.0,300.0,300.0,2000.0, +23014719,Wohnung,1897.0,1754.0,143.0,81.0,3.5,2.0,01.04.2020,1.0,1.0,100.0,250.0,6.0,"Fellenbergstrasse 278, 8047 Zürich",2020-02-25,zuerich,2020-02-26,2014,,,1.0,1.0,250.0,250.0,,,1.0 +23014717,Wohnung,1220.0,1100.0,120.0,31.0,1.0,1.0,01.04.2020,1.0,,100.0,100.0,,"Bächlerstrasse 11, 8046 Zürich",2020-02-25,zuerich,2020-02-26,,,,,1.0,,,,500.0, +23014705,Wohnung,890.0,815.0,75.0,18.0,1.0,1.0,sofort,,,,,,"Weinbergstrasse 91, 8006 Zürich",2020-02-25,zuerich,2020-02-26,1894,,,,,,,,, +23018943,Wohnung,1760.0,1560.0,200.0,60.0,2.5,,,1.0,,20.0,500.0,,"Zwyssigstrasse 12, 8048 Zürich",2020-02-25,zuerich,2020-02-26,,,,,,,,,,1.0 +23014709,Wohnung,994.0,880.0,114.0,21.0,1.0,1.0,01.04.2020,1.0,,,,,"Englischviertelstrasse 52, 8032 Zürich",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,, +23014707,Wohnung,3800.0,3550.0,250.0,104.0,4.5,2.0,,1.0,1.0,,,3.0,"Lindenbachstrasse 47, 8006 Zürich",2020-02-25,zuerich,2020-02-26,1911,1.0,,1.0,,,,,, +23014708,Wohnung,6500.0,,,110.0,4.0,2.0,,1.0,1.0,,,,8008 Zürich,2020-02-25,zuerich,2020-02-26,2000,,,1.0,1.0,,,,, +23014706,Wohnung,2580.0,2400.0,180.0,73.0,2.5,1.0,15.03.2020,,1.0,100.0,100.0,,"Ottikerstrasse 38, 8006 Zürich",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,2000.0,1.0 +23014720,Wohnung,1455.0,1230.0,225.0,55.0,2.0,0.0,,1.0,,,,,"Langgrütweg 95, 8047 Zürich",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,, +23017410,Wohnung,2080.0,,,56.0,2.5,0.0,01.05.2020,,,,,,"Albisriederstrasse 351, 8047 Zürich",2020-02-25,zuerich,2020-02-26,,1.0,,,,,,,, +23013598,Wohnung,2735.0,,,,2.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23012855,Maisonette,2450.0,,,,3.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23012822,Wohnung,1994.0,1790.0,204.0,103.0,3.5,2.0,01.04.2020,1.0,,500.0,500.0,,"Carl-Spitteler-Strasse 50, 8053 Zürich",2020-02-24,zuerich,2020-02-26,,,,1.0,,,,,, +23014700,Wohnung,1555.0,1415.0,140.0,52.0,2.0,0.0,01.03.2020,,,,,,"Steinstrasse 56, 8003 Zürich",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23013718,Wohnung,1085.0,,,14.0,1.0,2.0,01.05.2020,1.0,,,,,8004 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23014699,Maisonette,1980.0,1800.0,180.0,90.0,3.0,,01.04.2020,1.0,,,,,"Rütistrasse 66, 8044 Gockhausen",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +23022505,Wohnung,2035.0,,,,3.5,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23013058,Wohnung,2370.0,,,,2.5,,nachVereinbarung,,,,,,8046 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23012814,Wohnung,2500.0,2360.0,140.0,90.0,3.5,2.0,,1.0,1.0,,,4.0,"Limmattalstrasse 177, 8049 Zürich",2020-02-24,zuerich,2020-02-26,1960,,,,,100.0,100.0,1000.0,, +23012820,Wohnung,1900.0,1700.0,200.0,62.0,2.5,0.0,,1.0,,,,4.0,"Seebacherstrasse 44, 8052 Zürich",2020-02-24,zuerich,2020-02-26,2010,,,1.0,,,,,, +23012821,Wohnung,2600.0,2300.0,300.0,90.0,4.5,1.0,sofort,1.0,1.0,100.0,1000.0,2.0,"Käshaldenstrasse 3, 8052 Zürich",2020-02-24,zuerich,2020-02-26,1974,,,1.0,1.0,500.0,500.0,,1000.0,1.0 +23012815,Wohnung,2560.0,2380.0,180.0,86.0,3.5,,01.05.2020,1.0,,350.0,400.0,2.0,"Im oberen Boden 142, 8049 Zürich",2020-02-24,zuerich,2020-02-26,1979,,,1.0,,,,,6.0,1.0 +23012811,Studio,1250.0,,,42.0,1.5,7.0,,,1.0,,,,"Albulastrasse 56, 8048 Zürich",2020-02-24,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +23012818,Wohnung,2170.0,1900.0,270.0,95.0,3.5,3.0,,1.0,,250.0,250.0,,"Luegislandstrasse 84, 8051 Zürich",2020-02-24,zuerich,2020-02-26,,,,1.0,,,,,500.0, +23012816,Wohnung,2700.0,2520.0,180.0,115.0,4.5,3.0,,1.0,1.0,,,4.0,"Limmattalstrasse 177, 8049 Zürich",2020-02-24,zuerich,2020-02-26,1960,,,,,100.0,100.0,1000.0,, +23012813,Wohnung,1200.0,,,50.0,1.5,0.0,01.04.2020,1.0,,,,,"Imbisbühlstrasse 149, 8049 Zürich",2020-02-24,zuerich,2020-02-26,,,,1.0,,,,,, +23012817,Wohnung,1507.0,1447.0,60.0,,2.5,2.0,01.04.2020,1.0,1.0,20.0,30.0,,"Schaffhauserstrasse 405, 8050 Zürich",2020-02-24,zuerich,2020-02-26,,,,1.0,,,,,, +23012806,Wohnung,4190.0,3800.0,390.0,129.0,5.5,0.0,01.08.2020,1.0,1.0,50.0,300.0,5.0,"Rötelstrasse 109, 8037 Zürich",2020-02-24,zuerich,2020-02-26,2016,1.0,,1.0,1.0,300.0,,,,1.0 +23012809,Wohnung,2600.0,2400.0,200.0,80.0,3.5,0.0,,,,,,,"Bergstr. 36, 8044 Zürich",2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23025398,Wohnung,1200.0,,,25.0,1.0,3.0,01.05.2020,1.0,,,,4.0,"Germaniastrasse, 8006 Zürich ZH",2020-02-24,zuerich,2020-02-26,1906,,,1.0,,,,,, +23012803,Wohnung,3900.0,3680.0,220.0,88.0,3.0,5.0,,1.0,1.0,50.0,50.0,,"Höschgasse 38, 8008 Zürich",2020-02-24,zuerich,2020-02-26,,,1.0,1.0,,,,,, +23012801,Dachwohnung,3100.0,2800.0,300.0,75.0,2.5,5.0,sofort,1.0,1.0,100.0,200.0,3.0,"Bolleystrasse 38, 8006 Zürich",2020-02-24,zuerich,2020-02-26,1907,,,1.0,,200.0,200.0,500.0,2000.0, +23012804,Wohnung,4200.0,3900.0,300.0,101.0,3.5,2.0,sofort,1.0,1.0,100.0,200.0,5.0,"Dufourstrasse 59, 8008 Zürich",2020-02-24,zuerich,2020-02-26,2017,1.0,,,1.0,,,,,1.0 +23012800,Dachwohnung,2850.0,2650.0,200.0,70.0,2.5,3.0,01.03.2020,,,,,3.0,"Culmannstrasse 63, 8006 Zürich",2020-02-24,zuerich,2020-02-26,1930,,,1.0,,,,,, +23012802,Wohnung,2200.0,2000.0,200.0,57.0,2.5,2.0,01.04.2020,1.0,1.0,,,6.0,"August-Forel-Strasse 21, 8008 Zürich",2020-02-24,zuerich,2020-02-26,2020,1.0,,,,,,,,1.0 +23012805,Wohnung,3000.0,2750.0,250.0,88.0,3.5,0.0,01.05.2020,1.0,,150.0,150.0,4.0,"Streulistrasse 77, 8032 Zürich",2020-02-24,zuerich,2020-02-26,1920,,,,1.0,50.0,50.0,50.0,1000.0, +23012795,Wohnung,920.0,880.0,40.0,,1.0,0.0,01.04.2020,,,200.0,200.0,,"Erlachstrasse 35, 8003 Zürich",2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23018924,Wohnung,1130.0,950.0,180.0,37.0,1.0,4.0,16.04.2020,,,200.0,250.0,6.0,"Verena Conzett-Strasse 33, 8004 Zürich",2020-02-24,zuerich,2020-02-26,1938,,,,,400.0,350.0,500.0,, +23012797,Maisonette,3496.0,3276.0,220.0,93.0,3.5,5.0,15.04.2020,1.0,,100.0,100.0,,"Zentralstrasse 133, 8003 Zürich",2020-02-24,zuerich,2020-02-26,,1.0,,1.0,,200.0,300.0,,, +23012796,Wohnung,2580.0,2200.0,380.0,78.0,3.0,1.0,,1.0,1.0,,,,"Schimmelstr.16, 8003 Zürich",2020-02-24,zuerich,2020-02-26,,,,1.0,,,,,, +23012794,Attika,3920.0,3600.0,320.0,120.0,5.5,5.0,01.04.2020,1.0,,200.0,500.0,,8002 Zürich,2020-02-24,zuerich,2020-02-26,,1.0,,1.0,,400.0,400.0,200.0,1500.0, +23012684,Wohnung,1490.0,,,90.0,1.0,3.0,01.06.2020,1.0,1.0,,,,8050 Zürich ZH,2020-02-24,zuerich,2020-02-26,2017,1.0,,1.0,,,,,,1.0 +23012681,Wohnung,1650.0,,,20.0,1.0,,nachVereinbarung,1.0,1.0,,,,8057 Zürich ZH,2020-02-24,zuerich,2020-02-26,1982,,,1.0,,,,,, +23018863,Wohnung,4090.0,3750.0,340.0,112.0,4.5,1.0,01.04.2020,,,100.0,100.0,4.0,"Bellariastrasse 85, 8038 Zürich",2020-02-24,zuerich,2020-02-26,2014,,,,,,,,, +23012682,Wohnung,1400.0,,,23.0,1.0,0.0,nachVereinbarung,1.0,1.0,,,4.0,8041 Zürich ZH,2020-02-24,zuerich,2020-02-26,2019,,,,,,,,, +23012679,Wohnung,1500.0,,,20.0,1.0,1.0,nachVereinbarung,1.0,1.0,,,,8003 Zürich ZH,2020-02-24,zuerich,2020-02-26,1989,,,,,,,,, +23009786,Wohnung,1200.0,,,23.0,1.0,4.0,sofort,1.0,,,,,8053 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23010495,Terrassenwohnung,3630.0,3290.0,340.0,105.0,3.5,0.0,nachVereinbarung,1.0,,,,,"Friesenbergstrasse 82, 8055 Zürich",2020-02-24,zuerich,2020-02-26,,1.0,1.0,,,,,,, +23010080,Attika,3850.0,3500.0,350.0,120.0,3.5,5.0,01.04.2020,1.0,,30.0,100.0,4.0,8004 Zürich,2020-02-24,zuerich,2020-02-26,1890,1.0,,1.0,,100.0,100.0,100.0,, +23009758,Wohnung,1150.0,,,,1.0,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23018942,Wohnung,1990.0,1810.0,180.0,93.0,4.0,1.0,01.04.2020,1.0,,,,6.0,"Buchzelgstr. 41, 8053 Zürich",2020-02-24,zuerich,2020-02-26,1966,,,,,,,,, +23009760,Wohnung,956.0,,,,1.0,2.0,01.04.2020,1.0,,,,,8052 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23011658,Wohnung,2040.0,1800.0,240.0,78.0,3.0,0.0,10.04.2020,,,150.0,450.0,,"Forchstrasse 354, 8008 Zürich",2020-02-24,zuerich,2020-02-26,1541,1.0,,,,,,,, +23012142,Wohnung,1900.0,,,,1.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23009740,Wohnung,2165.0,1915.0,250.0,80.0,3.5,2.0,03.04.2020,1.0,,,,,8008 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23018862,Wohnung,4110.0,3800.0,310.0,100.0,4.5,1.0,01.04.2020,,,100.0,100.0,3.0,"Bellariastrasse 83, 8038 Zürich",2020-02-24,zuerich,2020-02-26,2014,,,,,,,,, +23009506,Wohnung,950.0,900.0,50.0,,1.0,2.0,nachVereinbarung,1.0,,,,,8050 Zürich ZH,2020-02-24,zuerich,2020-02-26,2010,,,1.0,,,,,, +23009388,Wohnung,1975.0,,,52.0,2.5,1.0,sofort,1.0,1.0,,,4.0,"Im Tobelacker 27, 8044 Gockhausen ZH",2020-02-24,zuerich,2020-02-26,2019,1.0,1.0,1.0,,,,,,1.0 +23009389,Wohnung,1950.0,,,,3.0,,nachVereinbarung,,,,,,8047 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23009342,Wohnung,960.0,,,18.0,1.0,2.0,01.03.2020,,,,,,"Hallwylstrasse, 8004 Zürich ZH",2020-02-24,zuerich,2020-02-26,1901,,,,,,,,, +23009493,Dachwohnung,2000.0,,,,3.5,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23009341,Wohnung,1175.0,1080.0,95.0,28.0,1.0,0.0,01.04.2020,,,300.0,300.0,,"Grünhaldenstrasse 31, 8052 Zürich ZH",2020-02-24,zuerich,2020-02-26,,,,,,,,,1000.0, +23009333,Wohnung,2660.0,,,69.0,2.5,1.0,sofort,1.0,1.0,,,5.0,"Limmatstrasse 73, 8005 Zürich ZH",2020-02-24,zuerich,2020-02-26,2019,,,,,,,,, +23009601,Wohnung,1549.0,,,,2.5,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23009504,Wohnung,1300.0,1200.0,100.0,,1.0,2.0,01.04.2020,1.0,1.0,,,,8004 Zürich ZH,2020-02-24,zuerich,2020-02-26,2017,,,,,,,,, +23009335,Wohnung,1900.0,,,,2.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23001502,Wohnung,2990.0,2800.0,190.0,,6.5,0.0,sofort,1.0,1.0,,,,"Furrtalstrasse 21, 8046 Zürich",2020-02-22,zuerich,2020-02-26,2014,,,1.0,1.0,,,,,1.0 +23009260,Wohnung,50.0,,,,1.0,,nachVereinbarung,,,,,,8057 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23004871,Dachwohnung,2700.0,2500.0,200.0,60.0,2.5,5.0,01.05.2020,1.0,1.0,100.0,40.0,,"Scheuchzerstrasse 69, 8006 Zürich",,zuerich,2020-02-26,,,,1.0,,500.0,500.0,,, +23001504,Wohnung,1440.0,,,50.0,2.0,0.0,01.04.2020,1.0,,250.0,950.0,,"nahe Rautistrasse, 8048 Zürich",2020-02-22,zuerich,2020-02-26,,,,,,,,,, +23009105,Wohnung,2100.0,,,120.0,1.0,4.0,nachVereinbarung,1.0,,,,,"Sternenstrasse 19, 8002 Zürich ZH",2020-02-24,zuerich,2020-02-26,,1.0,,,,,,,, +23004650,Wohnung,2130.0,1910.0,220.0,85.0,3.5,5.0,01.04.2020,1.0,1.0,100.0,300.0,,"Binzmühlestrasse 99, 8050 Zürich",,zuerich,2020-02-26,,1.0,,1.0,1.0,550.0,840.0,10.0,1000.0, +23001508,Wohnung,1950.0,1660.0,290.0,76.0,4.0,0.0,16.04.2020,1.0,1.0,100.0,500.0,5.0,"Hofwiesenstrasse 264, 8050 Zürich",2020-02-22,zuerich,2020-02-26,1960,1.0,,1.0,,200.0,200.0,200.0,,1.0 +23003705,Wohnung,2400.0,2200.0,200.0,71.0,2.5,3.0,01.04.2020,,,,,,"Letzigraben 101, 8003 Zürich",,zuerich,2020-02-26,,,,,,,,,, +23009107,Wohnung,1425.0,1300.0,125.0,42.0,1.5,0.0,01.04.2020,1.0,,,,,"Sonneggsteig 3, 8006 Zürich ZH",2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23012677,Wohnung,950.0,,,20.0,1.0,2.0,sofort,,,,,5.0,"Klingenstrasse 24, 8005 Zürich ZH",2020-02-21,zuerich,2020-02-26,1901,1.0,,,,,,,, +23000712,Wohnung,1740.0,,,,2.0,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23001408,Wohnung,2055.0,1800.0,255.0,75.0,3.0,2.0,nachVereinbarung,,,150.0,75.0,5.0,"Birmensdorferstrasse 208, 8003 Zürich",,zuerich,2020-02-26,1912,,,,,,,,1000.0, +23000977,Wohnung,1750.0,,,,3.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-22,zuerich,2020-02-26,,,,,,,,,, +23001497,Wohnung,5980.0,,,140.0,4.5,2.0,sofort,1.0,1.0,,,2.0,"Landoltstrasse 1, 8006 Zürich",2020-02-22,zuerich,2020-02-26,1906,,,1.0,,,,,, +23000709,Studio,1500.0,,,,1.0,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23000711,Dachwohnung,1590.0,,,,2.0,,nachVereinbarung,,,,,,8050 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23000257,Wohnung,1300.0,1100.0,200.0,,2.0,3.0,sofort,,,,,,"Heidwiesen 17, 8051 Zürich ZH",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23001494,Wohnung,3470.0,,,120.0,4.0,3.0,16.04.2020,1.0,,60.0,40.0,,"Hohlstrasse 43, 8004 Zürich",2020-02-22,zuerich,2020-02-26,,,,1.0,,60.0,100.0,,, +23000707,Wohnung,1290.0,,,13.0,1.0,2.0,nachVereinbarung,,,,,,"Ottenweg 8, 8008 Zürich ZH",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23003562,Wohnung,2740.0,2490.0,250.0,88.0,3.5,10.0,01.04.2020,1.0,1.0,,,3.0,"Grosswiesenstrasse 165, 8051 Zürich",2020-02-21,zuerich,2020-02-26,2014,,,,,,,,,1.0 +22997971,Wohnung,1154.0,945.0,209.0,76.0,3.0,3.0,01.04.2020,,,,,,"Winzerhalde 46, 8049 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23001434,Attika,2720.0,2550.0,170.0,67.0,2.5,,nachVereinbarung,,,,,,"Kochstrasse 19, 8004 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23001350,Wohnung,1677.0,1410.0,267.0,73.0,4.0,3.0,01.04.2020,,,,,5.0,"Bächlerstrasse 17, 8046 Zürich",2020-02-21,zuerich,2020-02-26,1957,,1.0,,,,,,, +23001510,Wohnung,2215.0,1974.0,241.0,83.0,3.5,2.0,01.05.2020,,,,,5.0,"Heerenschürlistrasse 4, 8051 Zürich",2020-02-21,zuerich,2020-02-26,2014,,,,,,,,, +23001441,Attika,3700.0,3450.0,250.0,96.0,3.5,,nachVereinbarung,,,,,,"Kochstrasse 19, 8004 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22999665,Wohnung,3550.0,3260.0,290.0,94.0,3.5,1.0,16.04.2020,,,100.0,100.0,4.0,"Bellariastrasse 81, 8038 Zürich",2020-02-21,zuerich,2020-02-26,2014,,,,,,,,, +22997965,Maisonette,2950.0,2750.0,200.0,78.0,3.0,,01.04.2020,1.0,,,,4.0,"Hadlaubstrasse 109, 8006 Zürich",2020-02-21,zuerich,2020-02-26,1916,,,,,,,,, +23000254,Wohnung,1184.0,,,,1.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22998106,Wohnung,1835.0,1572.0,263.0,87.0,3.5,1.0,01.05.2020,1.0,,500.0,300.0,5.0,"Geeringstrasse 60, 8049 Zürich",2020-02-21,zuerich,2020-02-26,1982,,,,,300.0,300.0,300.0,, +22999369,Wohnung,3160.0,2840.0,320.0,109.0,3.5,,nachVereinbarung,1.0,1.0,250.0,4000.0,5.0,8044 Gockhausen,2020-02-21,zuerich,2020-02-26,2020,,,,,350.0,350.0,4000.0,, +22999365,Wohnung,3360.0,3000.0,360.0,122.0,4.5,,nachVereinbarung,1.0,1.0,250.0,4000.0,5.0,8044 Gockhausen,2020-02-21,zuerich,2020-02-26,2020,,,,,350.0,350.0,4000.0,, +22999366,Wohnung,3430.0,3140.0,290.0,99.0,3.5,,nachVereinbarung,1.0,1.0,250.0,4000.0,4.0,8044 Gockhausen,2020-02-21,zuerich,2020-02-26,2020,,,,,350.0,350.0,4000.0,, +22999737,Wohnung,1670.0,1570.0,100.0,43.0,1.5,9.0,01.04.2020,,,,,,"Vulkanstrasse 110c, 8048 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23003418,Wohnung,2890.0,2610.0,280.0,90.0,4.0,4.0,01.04.2020,,,,,,"Albisriederstrasse 22, 8003 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22996399,Wohnung,2540.0,2330.0,210.0,96.0,3.5,3.0,01.06.2020,1.0,1.0,350.0,1100.0,4.0,"Eulenweg 27, 8048 Zürich",,zuerich,2020-02-26,1968,,,,,350.0,350.0,350.0,3800.0, +22997964,Loft,4688.0,4188.0,500.0,165.0,2.0,5.0,16.04.2020,1.0,1.0,20.0,100.0,4.0,"Erismannstrasse 2, 8004 Zürich",2020-02-21,zuerich,2020-02-26,2008,,,1.0,,200.0,400.0,400.0,2500.0, +22999367,Wohnung,3300.0,3010.0,290.0,99.0,3.5,,nachVereinbarung,1.0,1.0,250.0,4000.0,4.0,8044 Gockhausen,2020-02-21,zuerich,2020-02-26,2020,,,,,350.0,350.0,4000.0,, +22999364,Wohnung,3050.0,2740.0,310.0,106.0,3.5,,nachVereinbarung,1.0,1.0,250.0,4000.0,5.0,8044 Gockhausen,2020-02-21,zuerich,2020-02-26,2020,,,,,350.0,350.0,4000.0,, +22997962,Wohnung,2250.0,2080.0,170.0,,3.5,0.0,01.04.2020,1.0,,50.0,100.0,,"Waffenplatzstrasse 70, 8002 Zürich",2020-02-21,zuerich,2020-02-26,1898,,,1.0,,100.0,500.0,1000.0,1000.0, +22994879,Wohnung,2400.0,2150.0,250.0,67.0,2.0,1.0,01.04.2020,,,,,,"Dufourstrasse 110, 8008 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22995470,Wohnung,997.0,957.0,40.0,15.0,1.0,0.0,01.04.2020,1.0,1.0,,,,"Im Struppen 8, 8048 Zürich ZH",2020-02-21,zuerich,2020-02-26,,,,,,,,,,1.0 +22993538,Wohnung,1150.0,1050.0,100.0,,1.0,1.0,16.04.2020,,1.0,,,,"Neuhausstrasse 12, 8044 Zürich",2020-02-21,zuerich,2020-02-26,,,1.0,,,,,,,1.0 +22995469,Wohnung,2450.0,,,,2.5,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993547,Wohnung,2880.0,2700.0,180.0,120.0,5.5,1.0,,1.0,1.0,,,,"Wiesliacher 61, 8053 Zürich",2020-02-21,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +23007809,Wohnung,2440.0,2190.0,250.0,67.0,2.5,2.0,16.05.2020,,,,,5.0,"Steinbrüchelstr. 2, 8053 Zürich",2020-02-21,zuerich,2020-02-26,2013,,,,,,,,, +22993544,Wohnung,1671.0,1550.0,121.0,,2.0,2.0,01.05.2020,1.0,,,,,"Friedrichstrasse 16, 8051 Zürich",2020-02-21,zuerich,2020-02-26,,1.0,,1.0,,,,,, +22993539,Wohnung,1516.0,1391.0,125.0,75.0,2.5,4.0,sofort,,1.0,,,,"Wehntalerstr. 586 b, 8046 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22996156,Wohnung,5374.0,4759.0,615.0,217.0,7.5,1.0,01.11.2020,1.0,1.0,300.0,400.0,5.0,"Binzallee 39, 8055 Zürich",,zuerich,2020-02-26,2005,,,,,100.0,100.0,100.0,, +22993484,Wohnung,1700.0,,,,2.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993255,Wohnung,1600.0,,,,3.5,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23013056,Wohnung,10.0,,,,1.0,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993251,Wohnung,180.0,,,,,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993536,Wohnung,2980.0,2750.0,230.0,100.0,4.0,,01.04.2020,1.0,,150.0,150.0,4.0,"Moränenstrasse 6, 8038 Zürich",2020-02-21,zuerich,2020-02-26,1998,,,1.0,1.0,300.0,250.0,350.0,2000.0, +22993150,Wohnung,1960.0,,,,2.5,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993496,Wohnung,1680.0,,,,2.5,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993532,Wohnung,2950.0,,,,3.0,,,1.0,,,,,8005 Zürich,2020-02-21,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22993155,Wohnung,3800.0,,,,3.5,,nachVereinbarung,,,,,,8001 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22996066,Wohnung,1790.0,1470.0,320.0,61.0,3.0,1.0,01.05.2020,1.0,,200.0,500.0,5.0,"Anton-Higi-Strasse 7, 8046 Zürich",2020-02-20,zuerich,2020-02-26,1954,,,,,400.0,400.0,600.0,, +22992835,Wohnung,1000.0,,,15.0,1.0,2.0,01.03.2020,1.0,,,,,"Regensbergstrasse 306, 8050 Zürich ZH",2020-02-20,zuerich,2020-02-26,,1.0,,,,,,,, +22992957,Wohnung,2800.0,,,,3.5,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22993145,Wohnung,150.0,,,,,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22992839,Wohnung,1590.0,1495.0,95.0,70.0,2.5,3.0,nachVereinbarung,1.0,1.0,,,,"Wehntalerstrasse 586B, 8046 Zürich ZH",2020-02-20,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22992834,Wohnung,1000.0,,,10.0,1.0,4.0,sofort,1.0,1.0,,,,"Bienestrasse 3, 8004 Zürich ZH",2020-02-20,zuerich,2020-02-26,2014,1.0,,1.0,,,,,,1.0 +23015790,Wohnung,1400.0,,,,4.0,,nachVereinbarung,,,,,,8001 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22992566,Wohnung,1400.0,,,,3.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22992522,Wohnung,1835.0,1715.0,120.0,48.0,2.5,1.0,01.05.2020,,1.0,150.0,1000.0,3.0,"Blütenstrasse 14, 8057 Zürich",,zuerich,2020-02-26,1962,,1.0,1.0,1.0,80.0,200.0,200.0,, +22992669,Wohnung,3280.0,2990.0,290.0,115.0,4.5,6.0,01.06.2020,,,,,5.0,"Maneggstrasse 83, 8041 Zürich",2020-02-20,zuerich,2020-02-26,2017,,,,,,,,, +22991373,Wohnung,1075.0,950.0,125.0,25.0,1.0,2.0,01.05.2020,1.0,,65.0,100.0,,"Am Glattbogen 175, 8050 Zürich",2020-02-20,zuerich,2020-02-26,,,,1.0,,,,,2500.0, +22992592,Wohnung,2280.0,2100.0,180.0,74.0,3.0,1.0,nachVereinbarung,,,,,3.0,"Schaffhauserstrasse 456, 8052 Zürich",2020-02-20,zuerich,2020-02-26,1923,,,,,,,,, +22992328,Wohnung,2500.0,,,,5.5,,nachVereinbarung,,,,,,8002 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22991365,Wohnung,1690.0,1500.0,190.0,38.0,1.5,,01.03.2020,,1.0,50.0,50.0,,"Wiesenstrasse 5, 8008 Zürich",2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22991595,Wohnung,1605.0,1320.0,285.0,60.0,4.0,2.0,,,,,,,8051 Zürich,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22991597,Wohnung,1835.0,1715.0,120.0,48.0,2.5,1.0,,,,,,,8057 Zürich,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22992521,Wohnung,1605.0,1320.0,285.0,60.0,4.0,2.0,sofort,,,300.0,200.0,4.0,"Grosswiesenstrasse 16, 8051 Zürich",2020-02-20,zuerich,2020-02-26,1954,,1.0,1.0,1.0,200.0,100.0,200.0,, +22991217,Wohnung,2450.0,2200.0,250.0,85.0,3.5,2.0,01.04.2020,1.0,1.0,250.0,500.0,3.0,"Reinhold-Frei-Strasse 17, 8049 Zürich",,zuerich,2020-02-26,1975,,,1.0,,100.0,100.0,500.0,,1.0 +22991843,Wohnung,2840.0,2520.0,320.0,74.0,2.5,0.0,01.05.2020,,1.0,50.0,1200.0,5.0,"Scheideggstrasse 60, 8002 Zürich",2020-02-20,zuerich,2020-02-26,2015,1.0,1.0,1.0,1.0,500.0,500.0,500.0,,1.0 +22990283,Wohnung,1550.0,1380.0,170.0,36.0,1.5,3.0,,1.0,1.0,,,,"Affolternstrasse 10, 8050 Zürich",2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22990289,Wohnung,2790.0,2500.0,290.0,100.0,3.0,3.0,16.03.2020,1.0,,,,,"Schaffhauserstrasse 223, 8057 Zürich",2020-02-20,zuerich,2020-02-26,,,,,1.0,,,,, +22990290,Wohnung,2180.0,1910.0,270.0,66.0,3.0,8.0,01.05.2020,1.0,1.0,,,3.0,"Bändlistrasse 58, 8064 Zürich",2020-02-20,zuerich,2020-02-26,1965,,1.0,1.0,1.0,,,,,1.0 +22992069,Wohnung,1730.0,1520.0,210.0,52.0,2.0,4.0,01.04.2020,1.0,1.0,100.0,100.0,5.0,"Lagerstr. 89, 8004 Zürich",2020-02-20,zuerich,2020-02-26,1964,,1.0,,,,,,, +22990046,Wohnung,2840.0,2520.0,320.0,75.0,2.5,,01.05.2020,,1.0,,1200.0,5.0,"Scheideggstrasse 60, 8002 Zürich",2020-02-20,zuerich,2020-02-26,2015,,1.0,1.0,1.0,500.0,500.0,500.0,, +22991240,Wohnung,1500.0,1300.0,200.0,46.0,2.0,0.0,01.07.2020,1.0,,50.0,100.0,,"Wallisellenstrasse 473, 8050 Zürich",,zuerich,2020-02-26,,,,1.0,,100.0,100.0,,50.0, +22991892,Wohnung,2505.0,2275.0,230.0,,3.5,3.0,01.04.2020,1.0,,,,,"Hegarstrasse 4, 8032 Zürich",2020-02-20,zuerich,2020-02-26,1927,,1.0,1.0,,,,,, +22990281,Wohnung,2685.0,,,92.0,3.5,,01.04.2020,1.0,1.0,,,,"Bäulistrasse 19, 8049 Zürich",2020-02-20,zuerich,2020-02-26,,1.0,,1.0,1.0,,,,, +22990279,Wohnung,2335.0,,,77.0,3.5,3.0,01.05.2020,1.0,1.0,200.0,650.0,4.0,"Kelchweg, 10, 8048 Zürich",2020-02-20,zuerich,2020-02-26,2007,,,,,,,,, +23017489,Wohnung,1800.0,1650.0,150.0,76.0,3.0,1.0,01.04.2020,,1.0,,,,"Sihlfeldstrasse 141, 8004 Zürich",2020-02-20,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22990534,Wohnung,1750.0,1550.0,200.0,58.0,2.5,1.0,01.04.2020,,,400.0,200.0,4.0,"Oberwiesenstrasse 73 A, 8050 Zürich",2020-02-20,zuerich,2020-02-26,1979,,,,,300.0,300.0,500.0,,1.0 +22990551,Wohnung,2320.0,2090.0,230.0,77.0,2.5,4.0,01.04.2020,,1.0,130.0,500.0,3.0,"Badenerstrasse 581, 8048 Zürich",2020-02-20,zuerich,2020-02-26,1931,,,,,400.0,400.0,400.0,, +23021857,Wohnung,2477.0,2197.0,280.0,66.0,3.0,1.0,01.04.2020,1.0,,100.0,450.0,,"Widmerstrasse 55, 8038 Zürich",2020-02-20,zuerich,2020-02-26,,,,,,500.0,500.0,,1000.0, +22990553,Wohnung,3760.0,3450.0,310.0,100.0,3.5,6.0,01.07.2020,,1.0,200.0,400.0,4.0,"Turbinenstrasse 32, 8005 Zürich",2020-02-20,zuerich,2020-02-26,2013,,,,,600.0,1000.0,,, +22988973,Wohnung,1650.0,,,,3.0,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22988976,Wohnung,2600.0,,,,3.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22990531,Wohnung,2580.0,2285.0,295.0,63.0,3.0,1.0,01.06.2020,,,,,4.0,"Neugasse 41, 8005 Zürich",2020-02-20,zuerich,2020-02-26,1895,,,,,,,,, +22989012,Wohnung,3280.0,,,,3.0,,nachVereinbarung,,,,,,8038 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22988977,Wohnung,2690.0,,,,3.0,,nachVereinbarung,,,,,,8002 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22988746,Dachwohnung,2470.0,,,40.0,2.0,5.0,14.03.2020,1.0,,,,,"Zurlindenstrasse 227, 8003 Zürich",2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22987727,Attika,3925.0,3445.0,480.0,159.0,4.5,8.0,01.05.2020,,1.0,300.0,100.0,3.0,"Gubelstr. 36, 8050 Zürich",2020-02-20,zuerich,2020-02-26,1967,,,,,200.0,200.0,250.0,, +22986433,Wohnung,2450.0,2100.0,350.0,83.0,4.0,0.0,16.03.2020,,,50.0,50.0,3.0,"Schwamendingenstrasse 21, 8050 Zürich",2020-02-20,zuerich,2020-02-26,1947,,,,,200.0,300.0,300.0,, +22988418,Wohnung,2995.0,2745.0,250.0,80.0,2.5,2.0,01.04.2020,1.0,1.0,,,4.0,"Brandschenkestrasse 40, 8002 Zürich",,zuerich,2020-02-26,1992,,1.0,1.0,,,,,,1.0 +22986434,Wohnung,2480.0,2290.0,190.0,,2.5,11.0,01.04.2020,1.0,,,,,"Neunbrunnenstr. 38, 8050 Zürich",2020-02-20,zuerich,2020-02-26,,,1.0,,,,,,, +22988301,Attika,3925.0,3445.0,480.0,159.0,5.5,8.0,01.05.2020,,1.0,300.0,100.0,3.0,"Gubelstr. 36, 8050 Zürich",,zuerich,2020-02-26,1967,,,,,200.0,200.0,250.0,, +22986429,Wohnung,2499.0,2089.0,410.0,85.0,3.0,0.0,05.04.2020,1.0,,,,,"Restelbergstrasse 60, 8044 Zürich",2020-02-20,zuerich,2020-02-26,,,,,,,,,, +23009392,Wohnung,3200.0,,,,4.0,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22986478,Wohnung,1100.0,,,15.0,1.0,3.0,sofort,1.0,,,,,"Tichelrüti 6, 8044 Zürich ZH",2020-02-20,zuerich,2020-02-26,1978,,,,,,,,, +22986328,Wohnung,1270.0,,,,1.0,4.0,sofort,,,,,,"Neue Hard 16, 8005 Zürich ZH",2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22985332,Wohnung,2680.0,2270.0,410.0,111.0,4.5,0.0,01.06.2020,,1.0,100.0,100.0,4.0,"Holderbachweg 8, 8046 Zürich",2020-02-19,zuerich,2020-02-26,1989,,1.0,1.0,1.0,50.0,50.0,200.0,1000.0, +22985431,Wohnung,1930.0,1610.0,320.0,81.0,4.0,2.0,01.06.2020,,,,,5.0,"Leimbachstrasse 30, 8041 Zürich",2020-02-19,zuerich,2020-02-26,1945,,1.0,1.0,,,,,, +22985436,Wohnung,2230.0,1990.0,240.0,95.0,3.5,3.0,nachVereinbarung,,,34.0,655.0,5.0,"Neunbrunnenstrasse 114, 8050 Zürich",,zuerich,2020-02-26,2002,,1.0,,,84.0,499.0,932.0,14.0, +22992127,Wohnung,1600.0,1400.0,200.0,73.0,2.5,1.0,01.03.2020,1.0,1.0,300.0,500.0,5.0,"Schaffhauserstr. 639, 8052 Zürich",2020-02-19,zuerich,2020-02-26,1995,,1.0,1.0,,300.0,300.0,1500.0,,1.0 +22985773,Wohnung,2550.0,2300.0,250.0,67.0,2.5,0.0,nachVereinbarung,1.0,1.0,,,,"Hugelstrasse 44, 8002 Zürich ZH",2020-02-19,zuerich,2020-02-26,,1.0,1.0,,,,,,,1.0 +22985330,Wohnung,4106.0,3806.0,300.0,100.0,3.5,1.0,01.03.2020,,1.0,100.0,500.0,5.0,"Färberstrasse 30, 8008 Zürich",2020-02-19,zuerich,2020-02-26,2017,,1.0,1.0,1.0,1000.0,1000.0,1000.0,1500.0, +22988279,Wohnung,1610.0,1521.0,89.0,28.0,1.5,0.0,01.04.2020,,,,,,"Hohlstrasse 100, 8004 Zürich",2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22986327,Wohnung,1050.0,,,14.0,1.0,2.0,sofort,1.0,,,,,"Altwiesenstrasse 87, Zürich, 8051 Zürich ZH",2020-02-20,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22985328,Wohnung,870.0,750.0,120.0,28.0,1.0,1.0,01.05.2020,,1.0,,,5.0,"Stiglenstrasse 59, 8052 Zürich",2020-02-19,zuerich,2020-02-26,1966,,1.0,1.0,,,,,, +22983023,Wohnung,1850.0,1740.0,110.0,,2.0,2.0,01.05.2020,1.0,,500.0,200.0,,"Langackerstrasse 51, 8057 Zürich",2020-02-19,zuerich,2020-02-26,,,,1.0,,,,,, +22983012,Wohnung,3095.0,2795.0,300.0,99.0,3.5,4.0,01.07.2020,1.0,1.0,200.0,500.0,3.0,"Siewerdtstrasse 107, 8050 Zürich",2020-02-19,zuerich,2020-02-26,2017,,1.0,1.0,1.0,,,,1200.0,1.0 +22983009,Wohnung,2510.0,2270.0,240.0,85.0,3.5,4.0,01.03.2020,,,100.0,100.0,5.0,"Rautistrasse 61, 8047 Zürich",2020-02-19,zuerich,2020-02-26,2016,,1.0,,,150.0,,,2000.0, +22982178,Wohnung,3100.0,2900.0,200.0,70.0,3.0,2.0,sofort,1.0,,120.0,140.0,,"Sempacherstrasse 20, 8032 Zürich",,zuerich,2020-02-26,,,,1.0,,620.0,490.0,,, +22982997,Wohnung,3720.0,3500.0,220.0,127.0,5.0,,,1.0,,,,,"Heinrich Federer-Strasse 32, 8038 Zürich",2020-02-19,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22983010,Wohnung,2018.0,1868.0,150.0,79.0,3.0,1.0,sofort,,,,,4.0,"Magdalenenstrasse 9, 8050 Zürich",2020-02-19,zuerich,2020-02-26,1952,,,1.0,,,,,, +22982998,Wohnung,3940.0,3650.0,290.0,106.0,4.5,0.0,sofort,1.0,1.0,130.0,850.0,4.0,"Kilchbergstrasse 125, 8038 Zürich",2020-02-19,zuerich,2020-02-26,2019,,,,1.0,450.0,700.0,600.0,1500.0,1.0 +22982651,Wohnung,1290.0,1210.0,80.0,24.0,1.0,2.0,sofort,1.0,,,,,"Burstwiesenstrasse 73, 8055 Zürich",2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22983624,Wohnung,2430.0,,,70.0,3.5,,17.04.2020,,,,,,"Luegete, 8053 Zürich",2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22984186,Maisonette,2654.0,,,117.0,4.0,0.0,01.05.2020,1.0,1.0,,,5.0,"Margrit-Rainer-Strasse 13, 8050 Zürich",2020-02-19,zuerich,2020-02-26,2004,,,1.0,,,,,,1.0 +22979722,Wohnung,4500.0,4100.0,400.0,174.0,5.5,2.0,sofort,1.0,1.0,,,,"Nidelbadstrasse 2, 8038 Zürich",2020-02-19,zuerich,2020-02-26,,1.0,,,1.0,,,,,1.0 +23018469,Wohnung,1650.0,,,,1.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22979732,Wohnung,1980.0,1750.0,230.0,,2.5,3.0,01.04.2020,1.0,1.0,,,,"Wieslergasse 10, 8049 Zürich",2020-02-19,zuerich,2020-02-26,,1.0,1.0,1.0,,,,,,1.0 +22983189,Wohnung,2386.0,2100.0,286.0,67.0,4.0,3.0,16.04.2020,,,300.0,600.0,4.0,"Langmauerstrasse 105, 8006 Zürich",2020-02-19,zuerich,2020-02-26,1926,,,,,300.0,400.0,400.0,, +22981286,Wohnung,2347.0,2257.0,90.0,80.0,3.5,2.0,,,,,,,8057 Zürich,2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22983259,Maisonette,3980.0,3650.0,330.0,110.0,3.5,5.0,nachVereinbarung,,1.0,15.0,300.0,4.0,"Stampfenbachplatz 4, 8006 Zürich",2020-02-19,zuerich,2020-02-26,1926,,,1.0,,500.0,500.0,500.0,, +22982057,Wohnung,1910.0,,,82.0,3.5,2.0,01.03.2020,1.0,,,,,8053 Zürich ZH,2020-02-19,zuerich,2020-02-26,,,,1.0,,,,,, +22979729,Wohnung,1400.0,1250.0,150.0,,3.5,1.0,sofort,1.0,,10.0,500.0,,"Rautistrasse 332, 8048 Zürich",2020-02-19,zuerich,2020-02-26,,,,1.0,,300.0,300.0,300.0,3000.0,1.0 +22981521,Wohnung,2170.0,2020.0,150.0,55.0,2.5,2.0,01.04.2020,,,,,,"Waldstrasse 12, 8045 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22981413,Wohnung,3000.0,2750.0,250.0,93.0,3.5,5.0,01.05.2020,,1.0,100.0,200.0,3.0,"Siewerdtstrasse 14, 8050 Zürich",2020-02-19,zuerich,2020-02-26,2005,,,,,,,,, +22978676,Wohnung,920.0,900.0,20.0,,1.0,2.0,01.04.2020,1.0,,,,,"Luegislandstrasse 497, 8051 Zürich ZH",2020-02-18,zuerich,2020-02-26,,,1.0,,,,,,, +22979223,Wohnung,960.0,,,18.0,1.0,4.0,01.03.2020,,,,,,8005 Zürich ZH,2020-02-19,zuerich,2020-02-26,1980,,,,,,,,, +22979716,Wohnung,1340.0,1220.0,120.0,30.0,1.0,0.0,11.05.2020,1.0,1.0,,,,"Seestrasse 55, 8002 Zürich",2020-02-19,zuerich,2020-02-26,,,,1.0,,,,,, +22977976,Wohnung,2840.0,2600.0,240.0,93.0,3.5,0.0,01.04.2020,,1.0,200.0,250.0,5.0,"Witikonerstrasse 54, 8032 Zürich",2020-02-18,zuerich,2020-02-26,1975,,,,,450.0,,,500.0, +23025399,Wohnung,1550.0,,,,1.0,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-18,zuerich,2020-02-26,,,,,,,,,, +22978364,Wohnung,2310.0,2050.0,260.0,70.0,3.0,0.0,nachVereinbarung,,,150.0,400.0,4.0,"Griesernweg 16, 8037 Zürich",,zuerich,2020-02-26,1960,,,,,,,,2900.0, +22978565,Wohnung,1810.0,1610.0,200.0,41.0,1.0,4.0,01.04.2020,1.0,1.0,100.0,100.0,,"Edenstrasse 9, 8045 Zürich",2020-02-18,zuerich,2020-02-26,,,,1.0,,120.0,,,750.0, +22980100,Wohnung,2660.0,2300.0,360.0,111.0,4.0,1.0,01.05.2020,,,100.0,700.0,,"Giblenstrasse 10, 8049 Zürich",2020-02-18,zuerich,2020-02-26,,,,,,,,,2000.0, +22978130,Wohnung,1800.0,1680.0,120.0,23.0,1.0,4.0,01.05.2020,,,,,2.0,"Rolandstr 19, 8004 Zürich ZH",2020-02-18,zuerich,2020-02-26,2018,,,1.0,,,,,, +22979715,Wohnung,3250.0,3050.0,200.0,81.0,2.5,3.0,sofort,,1.0,100.0,100.0,,"Schifflände 5, 8001 Zürich",2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22978181,Wohnung,3130.0,2750.0,380.0,135.0,4.5,2.0,01.05.2020,,,110.0,110.0,6.0,"Buchzelgweg 4, 8053 Zürich",2020-02-18,zuerich,2020-02-26,1988,,,,,300.0,500.0,1500.0,, +22976490,Wohnung,4250.0,3950.0,300.0,118.0,3.5,22.0,01.05.2020,1.0,1.0,,,,"Vulkanplatz 7, 8048 Zürich",2020-02-18,zuerich,2020-02-26,2017,,1.0,1.0,,,,,, +22978183,Wohnung,2340.0,2090.0,250.0,75.0,3.5,2.0,16.04.2020,,1.0,130.0,600.0,5.0,"Seestrasse 345, 8038 Zürich",2020-02-18,zuerich,2020-02-26,1967,1.0,,1.0,,400.0,500.0,500.0,,1.0 +22975832,Wohnung,2250.0,2100.0,150.0,,3.5,2.0,,,,,,,"Riedhofstrasse 48, 8049 Zürich",2020-02-18,zuerich,2020-02-26,,,,,,,,,, +22975828,Wohnung,3710.0,3370.0,340.0,119.0,4.5,4.0,01.05.2020,,,500.0,500.0,4.0,"Freilagerstrasse 95, 8047 Zürich",2020-02-18,zuerich,2020-02-26,2016,,1.0,,,500.0,,,, +22975837,Wohnung,1550.0,1440.0,110.0,,1.5,1.0,sofort,1.0,,,,,"Sädlenweg 12, 8055 Zürich",2020-02-18,zuerich,2020-02-26,,,,1.0,,,,,, +22975829,Wohnung,4070.0,3650.0,420.0,146.0,5.5,2.0,01.05.2020,,,500.0,500.0,4.0,"Freilagerstrasse 91, 8047 Zürich",2020-02-18,zuerich,2020-02-26,2016,,1.0,,,500.0,,,, +22976755,Wohnung,1810.0,1610.0,200.0,41.0,1.0,4.0,,,,,,,8045 Zürich,2020-02-18,zuerich,2020-02-26,,,,,,,,,, +22975834,Wohnung,1695.0,1520.0,175.0,54.0,3.0,0.0,01.04.2020,1.0,,,,,"Starengasse 6, 8052 Zürich",2020-02-18,zuerich,2020-02-26,,,,,,,,,, +22978184,Maisonette,3060.0,2800.0,260.0,105.0,3.5,3.0,01.04.2020,,1.0,100.0,100.0,5.0,"Pfingstweidstrasse 104 A, 8005 Zürich",2020-02-18,zuerich,2020-02-26,2012,,,1.0,,10.0,,,,1.0 +22975804,Wohnung,2290.0,2000.0,290.0,46.0,2.0,5.0,,1.0,,50.0,50.0,,"Hardstr. 75, 8004 Zürich",2020-02-18,zuerich,2020-02-26,,,,1.0,,,,,, +22975825,Wohnung,1650.0,1470.0,180.0,62.0,2.0,1.0,sofort,,,180.0,280.0,6.0,"Uetlibergstr. 109, 8045 Zürich",2020-02-18,zuerich,2020-02-26,1935,,,,,260.0,700.0,400.0,, +22975808,Wohnung,1300.0,1220.0,80.0,29.0,1.0,1.0,01.05.2020,1.0,1.0,100.0,100.0,4.0,"Russenweg 26, 8008 Zürich",2020-02-18,zuerich,2020-02-26,1987,,,1.0,,,,,, +22972416,Wohnung,770.0,,,25.0,1.0,1.0,sofort,1.0,1.0,,,,"Wehntalerstrasse 530, 8046 Zürich ZH",2020-02-18,zuerich,2020-02-26,,,,1.0,,,,,, +22972458,Wohnung,1790.0,,,,2.5,0.0,01.06.2020,1.0,,,,,"Schärenmoosstrasse 38, 8052 Zürich ZH",2020-02-18,zuerich,2020-02-26,2019,,1.0,1.0,,,,,, +22973670,Wohnung,1650.0,1450.0,200.0,47.0,2.0,3.0,01.04.2020,1.0,,150.0,150.0,4.0,"Althoossteig 7, 8046 Zürich",2020-02-18,zuerich,2020-02-26,1982,,,,,200.0,200.0,200.0,, +22972417,Wohnung,500.0,,,16.0,1.0,1.0,01.04.2020,,,,,,"Roswiesenstrasse 14, 8050 Zürich ZH",2020-02-18,zuerich,2020-02-26,,,,,,,,,, +22976043,Wohnung,2720.0,2445.0,275.0,96.0,3.5,2.0,01.06.2020,,,,,5.0,"Tuchmacherstrasse 34, 8041 Zürich",2020-02-18,zuerich,2020-02-26,2018,,,,,,,,, +22972454,Wohnung,1580.0,,,32.0,1.0,1.0,sofort,1.0,1.0,,,,8053 Zürich ZH,2020-02-18,zuerich,2020-02-26,,1.0,,,,,,,,1.0 +22971011,Wohnung,2975.0,,,70.0,3.5,3.0,01.04.2020,1.0,,20.0,20.0,,"Kurvenstrasse, 32, 8006 Zürich",2020-02-17,zuerich,2020-02-26,,,,,1.0,50.0,200.0,,200.0, +22971018,Wohnung,2500.0,2200.0,300.0,65.0,3.5,1.0,,1.0,,150.0,200.0,,"Albisstrasse 27, 8038 Zürich",2020-02-17,zuerich,2020-02-26,,,,1.0,,,,,1800.0, +22971035,Wohnung,1735.0,1600.0,135.0,70.0,3.0,1.0,01.04.2020,1.0,1.0,,,,"Ferdinand - Hodler-Strasse 30, 8049 Zürich",2020-02-17,zuerich,2020-02-26,,,,1.0,,,,,, +22971862,Dachwohnung,1910.0,1489.0,421.0,50.0,3.5,4.0,01.04.2020,1.0,,,140.0,,"Eichbühlstrasse 19, 8004 Zürich",,zuerich,2020-02-26,,,,1.0,1.0,,,,, +22971003,Wohnung,2608.0,2423.0,185.0,,3.5,4.0,01.05.2020,,,250.0,250.0,,"Zypressenstrasse 55, 8004 Zürich",2020-02-17,zuerich,2020-02-26,1890,,,1.0,,400.0,400.0,400.0,2000.0, +22972363,Wohnung,2540.0,2300.0,240.0,84.0,4.0,0.0,nachVereinbarung,1.0,,,,5.0,"Karl-Stauffer-Strasse 5, 8008 Zürich ZH",2020-02-18,zuerich,2020-02-26,1932,,,1.0,,,,,, +22971005,Wohnung,3990.0,3640.0,350.0,100.0,3.5,13.0,01.05.2020,1.0,1.0,300.0,270.0,3.0,"Turbinenstrasse 60, 8005 Zürich",2020-02-17,zuerich,2020-02-26,2014,,,,,1200.0,550.0,1900.0,1700.0,1.0 +22971017,Maisonette,4500.0,4200.0,300.0,130.0,3.5,5.0,01.04.2020,1.0,1.0,,,,"Forchstrasse 150, 8032 Zürich",2020-02-17,zuerich,2020-02-26,,,,1.0,,,,,, +22971048,Maisonette,4380.0,3990.0,390.0,172.0,5.5,,sofort,1.0,,30.0,1500.0,4.0,"Wiesliacher 39, 8053 Zürich",2020-02-17,zuerich,2020-02-26,,,,1.0,1.0,150.0,1200.0,,,1.0 +22971012,Wohnung,1350.0,1250.0,100.0,26.0,1.0,2.0,01.04.2020,1.0,,,,,"Forchstrasse 289, 8008 Zürich",2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22970413,Wohnung,1995.0,1680.0,315.0,100.0,4.5,,nachVereinbarung,1.0,,,,,8053 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22969415,Wohnung,2800.0,,,,2.5,1.0,sofort,,,,,,8049 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22967423,Wohnung,1200.0,,,40.0,3.0,,01.03.2020,,,,,,8032 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22968739,Wohnung,2541.0,2033.0,508.0,100.0,3.0,,,,,,,,8053 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22970133,Wohnung,2080.0,1800.0,280.0,73.0,4.0,3.0,01.03.2020,,,,,3.0,"Luchswiesenstrasse 130, 8051 Zürich",2020-02-17,zuerich,2020-02-26,1956,1.0,,1.0,1.0,,200.0,,,1.0 +22968863,Wohnung,1200.0,,,,1.0,4.0,nachVereinbarung,1.0,,,,,8001 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22970136,Wohnung,1290.0,1168.0,122.0,28.0,1.0,3.0,01.05.2020,,1.0,,,4.0,"Sihlhallenstrasse 19, 8004 Zürich",2020-02-17,zuerich,2020-02-26,1974,,,,,,,,, +23017693,Wohnung,2300.0,,,,4.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22970146,Wohnung,2541.0,2033.0,508.0,100.0,3.0,0.0,nachVereinbarung,,,100.0,300.0,5.0,"Stodolastr. 15, 8053 Zürich",2020-02-17,zuerich,2020-02-26,1965,,1.0,1.0,1.0,800.0,700.0,1000.0,, +22967880,Wohnung,1400.0,1300.0,100.0,50.0,1.5,,01.04.2020,,,,,6.0,"Asylstrasse 144, 8032 Zürich",2020-02-17,zuerich,2020-02-26,1875,,,,,,,,, +22965599,Wohnung,1550.0,,,45.0,1.5,2.0,01.05.2020,1.0,,230.0,450.0,5.0,"Eierbrechtstrasse 9, 8053 Zürich",,zuerich,2020-02-26,1927,,,,,300.0,450.0,,, +22965167,Wohnung,3950.0,3730.0,220.0,60.0,2.5,1.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22966680,Wohnung,2340.0,,,,2.0,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22967208,Wohnung,910.0,,,17.0,1.0,0.0,01.06.2020,,,,,,"Lettenholzstrasse 42, 8038 Zürich ZH",2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22965176,Wohnung,5100.0,4800.0,300.0,75.0,3.5,5.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22965177,Wohnung,3950.0,3730.0,220.0,50.0,2.0,3.0,,,,,,,8001 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22967205,Wohnung,1100.0,1000.0,100.0,15.0,1.0,3.0,01.04.2020,1.0,1.0,,,,"Josefstrasse 42, 8005 Zürich ZH",2020-02-17,zuerich,2020-02-26,,,,1.0,,,,,, +22965169,Wohnung,3990.0,3770.0,220.0,55.0,2.5,4.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22965168,Wohnung,2950.0,2730.0,220.0,35.0,1.0,5.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22967201,Wohnung,1980.0,1740.0,240.0,,3.5,0.0,01.03.2020,1.0,1.0,300.0,400.0,,"Naglerwiesenstrasse 40, 8049 Zürich",,zuerich,2020-02-26,1982,,,1.0,1.0,400.0,300.0,300.0,,1.0 +22965165,Wohnung,3700.0,3400.0,300.0,50.0,2.0,3.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +14718974,Wohnung,2190.0,,,98.0,2.5,1.0,01.05.2020,1.0,,200.0,1000.0,5.0,"Kolibriweg 2, 8048 Zürich",2020-02-17,zuerich,2020-02-26,1911,1.0,,1.0,,200.0,200.0,200.0,2000.0, +22965166,Wohnung,4950.0,4650.0,300.0,80.0,3.5,4.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963963,Wohnung,2430.0,,,,3.5,,nachVereinbarung,,,,,,8053 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22964903,Maisonette,3250.0,3000.0,250.0,91.0,3.5,0.0,nachVereinbarung,,1.0,150.0,50.0,3.0,"Buchzelgstrasse 21, 8053 Zürich",2020-02-17,zuerich,2020-02-26,1977,,1.0,1.0,,100.0,300.0,800.0,8000.0,1.0 +22964900,Wohnung,4410.0,4190.0,220.0,133.0,4.5,3.0,01.04.2020,1.0,1.0,,,,"Dufourstrasse, 8008 Zürich",2020-02-17,zuerich,2020-02-26,,,,1.0,,,,,, +22965137,Wohnung,5100.0,4800.0,300.0,90.0,3.5,4.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22964711,Wohnung,2800.0,,,,2.5,1.0,,,,,,,8049 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22967231,Wohnung,1431.0,1291.0,140.0,39.0,1.5,0.0,01.05.2020,,,70.0,1000.0,3.0,"Caspar-Wüest-Strasse 17, 8052 Zürich",2020-02-17,zuerich,2020-02-26,1974,1.0,,1.0,,300.0,1100.0,1100.0,,1.0 +22965134,Wohnung,2750.0,2600.0,150.0,25.0,1.0,3.0,,,,,,,8001 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963829,Wohnung,1070.0,,,100.0,1.0,1.0,01.05.2020,1.0,1.0,,,,"Bachmannweg 1a, 8046 Zürich ZH",2020-02-17,zuerich,2020-02-26,2015,1.0,,1.0,,,,,,1.0 +22963828,Wohnung,990.0,,,19.0,1.0,4.0,01.05.2020,1.0,1.0,,,,"Flurstrasse 30 / F403, 8048 Zürich ZH",2020-02-17,zuerich,2020-02-26,2000,1.0,,1.0,,,,,,1.0 +22963879,Wohnung,680.0,,,,1.5,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963880,Wohnung,2550.0,,,,2.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963837,Wohnung,2895.0,,,69.0,2.5,4.0,01.10.2020,1.0,1.0,,,3.0,"Neubau Badenerstrasse 136, 8004 Zürich ZH",2020-02-17,zuerich,2020-02-26,2020,1.0,,,,,,,,1.0 +22963962,Wohnung,2400.0,,,,3.5,,nachVereinbarung,,,,,,8038 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963838,Wohnung,2795.0,,,69.0,2.5,,01.10.2020,1.0,1.0,,,4.0,"Neubau Badenerstrasse 136, 8004 Zürich ZH",2020-02-17,zuerich,2020-02-26,2020,1.0,,,,,,,,1.0 +22963884,Wohnung,2866.0,2680.0,186.0,135.0,4.5,3.0,16.05.2020,1.0,1.0,200.0,200.0,,"Honigstrasse 37, 8052 Zürich ZH",2020-02-17,zuerich,2020-02-26,,,1.0,1.0,,,1000.0,,1000.0,1.0 +22963839,Wohnung,2595.0,,,56.0,2.5,0.0,01.10.2020,1.0,1.0,,,3.0,"Neubau Badenerstrasse 136, 8004 Zürich ZH",2020-02-17,zuerich,2020-02-26,2020,1.0,,,,,,,,1.0 +22963825,Wohnung,1420.0,,,,2.0,,nachVereinbarung,,,,,,8038 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963334,Maisonette,3900.0,3500.0,400.0,120.0,6.5,1.0,01.03.2020,,,100.0,100.0,,"Heuelsteig 7, 8032 Zürich ZH",2020-02-17,zuerich,2020-02-26,,1.0,1.0,,,,100.0,,,1.0 +22962892,Maisonette,4380.0,3990.0,390.0,172.0,5.5,,sofort,1.0,,,,4.0,"Wiesliacher 39D, 8053 Zürich",,zuerich,2020-02-26,1978,,,1.0,1.0,,,,,1.0 +22961176,Wohnung,1790.0,,,76.0,4.0,0.0,01.03.2020,1.0,,200.0,200.0,,"Langgrütstrasse 98, 8047 Zürich",2020-02-15,zuerich,2020-02-26,,,,,,300.0,300.0,300.0,, +22963699,Wohnung,2300.0,,,,1.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22966675,Wohnung,1350.0,,,,1.5,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22962893,Wohnung,2280.0,2100.0,180.0,60.0,1.0,0.0,13.04.2020,,,,,,"Seebahnstrasse 143, 8003 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22958532,Wohnung,1490.0,,,,1.5,,01.05.2020,,,,,,8038 Zürich,2020-02-15,zuerich,2020-02-26,,,,,,,,,, +22959538,Wohnung,3500.0,,,120.0,6.5,,01.03.2020,,,,,,"Heuelsteig 7, 8032 Zürich",2020-02-16,zuerich,2020-02-26,,,,,,,,,, +22963786,Wohnung,780.0,,,,1.0,4.0,sofort,,,,,,"Bristenstr, 8048 Zürich ZH",2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963698,Wohnung,1795.0,,,35.0,1.5,,01.10.2020,1.0,1.0,,,3.0,"Neubau Badenerstrasse 136, 8004 Zürich ZH",2020-02-17,zuerich,2020-02-26,2020,1.0,,,,,,,,1.0 +22955985,Wohnung,2480.0,,,78.0,2.5,3.0,nachVereinbarung,1.0,1.0,,,,8047 Zürich ZH,2020-02-14,zuerich,2020-02-26,,,1.0,,,,,,,1.0 +22956488,Wohnung,3740.0,,,120.0,3.5,10.0,01.04.2020,1.0,1.0,300.0,300.0,,"Turbinenstrasse 60, 8005 Zürich",2020-02-15,zuerich,2020-02-26,,1.0,,,1.0,,,,1000.0,1.0 +22956549,Wohnung,990.0,,,,1.0,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-02-15,zuerich,2020-02-26,,,,,,,,,, +22956337,Wohnung,1560.0,,,,3.0,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-15,zuerich,2020-02-26,,,,,,,,,, +22955982,Wohnung,350.0,,,,1.0,,nachVereinbarung,,,,,,8045 Zürich ZH,2020-02-14,zuerich,2020-02-26,,,,,,,,,, +22958352,Wohnung,3991.0,3601.0,390.0,135.0,5.5,4.0,01.05.2020,,,500.0,500.0,4.0,"Freilagerstrasse 81, 8047 Zürich",2020-02-15,zuerich,2020-02-26,2016,,1.0,,,500.0,,,, +22956167,Wohnung,600.0,,,,3.5,,nachVereinbarung,,,,,,8038 Zürich ZH,2020-02-15,zuerich,2020-02-26,,,,,,,,,, +22956490,Wohnung,2340.0,,,,2.5,1.0,sofort,1.0,1.0,,,,"Sumatrastrasse 1, 8006 Zürich",2020-02-15,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,, +22956503,Wohnung,2140.0,1987.0,153.0,66.0,2.5,4.0,01.04.2020,1.0,1.0,200.0,500.0,,"Naglerwiesenstrasse 58, 8049 Zürich",2020-02-15,zuerich,2020-02-26,,,,1.0,,100.0,100.0,100.0,,1.0 +22952251,Wohnung,2390.0,2190.0,200.0,,3.0,1.0,nachVereinbarung,,,100.0,200.0,,"Meinrad-Lienert-Str. 15, 8003 Zürich",,zuerich,2020-02-26,1895,,,,,,,,3800.0, +23000134,Wohnung,1090.0,970.0,120.0,36.0,1.5,1.0,,,,,,,"Trichtenhausenstrasse 21, 8053 Zürich",2020-02-14,zuerich,2020-02-26,,,,1.0,,,,,, +22953713,Maisonette,3100.0,2900.0,200.0,85.0,3.5,,30.03.2020,1.0,1.0,,,,"Lindenbachstrasse 50, 8006 Zürich",2020-02-14,zuerich,2020-02-26,,1.0,,1.0,,,,,, +22955609,Wohnung,2095.0,1815.0,280.0,72.0,3.0,3.0,01.04.2020,,,,,,"Altstetterstrasse 168, 8048 Zürich ZH",2020-02-14,zuerich,2020-02-26,,1.0,,,,,,,, +22956740,Wohnung,2143.0,,,,3.5,,nachVereinbarung,,,,,,8052 Zürich ZH,2020-02-14,zuerich,2020-02-26,,,,,,,,,, +22953720,Wohnung,2550.0,2300.0,250.0,92.0,3.5,4.0,01.04.2020,1.0,1.0,100.0,500.0,,"Hugostrasse 2, 8050 Zürich",2020-02-14,zuerich,2020-02-26,,,,,,100.0,200.0,700.0,, +22961190,Maisonette,2475.0,2115.0,360.0,110.0,4.5,2.0,01.04.2020,,,10.0,600.0,4.0,"Im Altried 3g, 8051 Zürich",2020-02-14,zuerich,2020-02-26,1983,,1.0,1.0,1.0,300.0,355.0,355.0,, +22951391,Wohnung,2590.0,2300.0,290.0,84.0,3.5,0.0,01.05.2020,1.0,,,,,"Gladbachstrasse 67, 8044 Zürich ZH",2020-02-14,zuerich,2020-02-26,,,,1.0,,,,,, +22999646,Wohnung,1680.0,1500.0,180.0,50.0,2.0,1.0,01.03.2020,,,,,,"Im Heuried 74, 8055 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22961702,Wohnung,3470.0,3240.0,230.0,105.0,3.5,0.0,nachVereinbarung,1.0,1.0,150.0,1500.0,4.0,"Restelbergstrasse 82, 8044 Zürich",2020-02-14,zuerich,2020-02-26,1993,,,1.0,,1500.0,1500.0,1500.0,1600.0,1.0 +22949298,Wohnung,2610.0,2350.0,260.0,92.0,3.5,4.0,01.05.2020,,1.0,,,4.0,"Leutschenbachstrasse 56, 8050 Zürich",2020-02-13,zuerich,2020-02-26,2010,,,,,,,,,1.0 +22945389,Wohnung,4200.0,4000.0,200.0,100.0,3.0,,01.05.2020,1.0,,300.0,150.0,,"Pfirsichstrasse 7, 8006 Zürich",2020-02-13,zuerich,2020-02-26,,,,1.0,,,,,1000.0, +22947084,Wohnung,3200.0,3000.0,200.0,91.0,3.5,5.0,sofort,1.0,1.0,,500.0,2.0,"Mühlackerstrasse 67, 8046 Zürich",,zuerich,2020-02-26,2018,,,,1.0,200.0,200.0,,1000.0,1.0 +22949171,Wohnung,2450.0,2300.0,150.0,60.0,2.5,0.0,,,,200.0,140.0,,"Rotachstrasse 14, 8003 Zürich",2020-02-14,zuerich,2020-02-26,,,,,,,,,, +22945390,Wohnung,4810.0,4510.0,300.0,106.0,4.5,4.0,16.03.2020,1.0,1.0,150.0,150.0,3.0,"Beckenhofstrasse 64, 8006 Zürich",2020-02-13,zuerich,2020-02-26,2013,,,1.0,1.0,200.0,600.0,600.0,,1.0 +22949143,Maisonette,2115.0,1845.0,270.0,94.0,3.5,0.0,01.04.2020,,,10.0,600.0,4.0,"Im Altried 3e, 8051 Zürich",2020-02-13,zuerich,2020-02-26,1983,,1.0,1.0,1.0,300.0,355.0,355.0,, +22946980,Maisonette,2115.0,1845.0,270.0,94.0,3.5,,,,,,,,8051 Zürich,2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22948308,Wohnung,2942.0,2762.0,180.0,116.0,3.5,1.0,16.03.2020,1.0,,,,,"Buchzelgstrasse 108, 8053 Zürich ZH",2020-02-13,zuerich,2020-02-26,,,1.0,1.0,,,,,,1.0 +22949141,Wohnung,2480.0,2300.0,180.0,79.0,3.0,2.0,nachVereinbarung,,,,,,"Kapfsteig 2, 8032 Zürich",2020-02-14,zuerich,2020-02-26,,,,,,,,,, +22949107,Wohnung,4180.0,3800.0,380.0,130.0,3.5,0.0,01.05.2020,,1.0,,,5.0,"Hinterbergstrasse 106, 8044 Zürich",2020-02-13,zuerich,2020-02-26,2006,,,,,,,,, +22946562,Wohnung,2510.0,2250.0,260.0,65.0,3.0,4.0,01.05.2020,,,100.0,50.0,,"Waffenplatzstrasse 1, 8002 Zürich",2020-02-13,zuerich,2020-02-26,,,1.0,1.0,,,,,1000.0, +22947095,Wohnung,1770.0,1630.0,140.0,46.0,2.5,3.0,01.06.2020,,1.0,,,,"Flüelastrasse 47, 8047 Zürich",2020-02-13,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22947098,Wohnung,1240.0,1100.0,140.0,23.0,1.0,3.0,01.03.2020,,,,,,"Lommisweg 24, 8048 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22945132,Wohnung,1590.0,1500.0,90.0,65.0,3.0,2.0,01.04.2020,1.0,,,,,"Grosswiesenstrasse 130 - 134, 8051 Zürich",2020-02-13,zuerich,2020-02-26,1957,,1.0,,,,,,, +22945378,Dachwohnung,3495.0,3300.0,195.0,130.0,2.5,4.0,01.05.2020,,,,,,"Münstergasse 12, 8001 Zürich",2020-02-13,zuerich,2020-02-26,,,,1.0,,,,,, +22947096,Wohnung,1380.0,1240.0,140.0,29.0,1.5,-1.0,sofort,,,,,,"Lommisweg 24, 8048 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22947090,Wohnung,1340.0,1200.0,140.0,21.0,1.5,3.0,01.05.2020,,,,,,"Herrligstrasse 19, 8048 Zürich",2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22945379,Wohnung,2100.0,1850.0,250.0,,3.0,0.0,01.03.2020,,,20.0,80.0,,"Waffenplatzstrasse 50, 8002 Zürich",2020-02-13,zuerich,2020-02-26,1927,,1.0,1.0,,,,,, +22945368,Wohnung,1635.0,1555.0,80.0,29.0,1.5,2.0,01.03.2020,1.0,1.0,,,3.0,"Eugen-Huber-Straße, 8048 Zürich",2020-02-13,zuerich,2020-02-26,2018,,,1.0,,,,,, +22950058,Wohnung,2760.0,2490.0,270.0,,4.5,2.0,01.05.2020,,1.0,,,,"Mattackerstrasse 3, 8052 Zürich",2020-02-13,zuerich,2020-02-26,2016,1.0,,,,,,,, +22943082,Wohnung,900.0,875.0,25.0,15.0,1.0,0.0,01.04.2020,1.0,,,,,"Neudorfstrasse, 8050 Zürich ZH",2020-02-13,zuerich,2020-02-26,,1.0,,,,,,,, +22946214,Wohnung,2610.0,2440.0,170.0,57.0,1.5,1.0,01.05.2020,,,,,4.0,"Gartenstrasse 6, 8002 Zürich",2020-02-13,zuerich,2020-02-26,2017,,,,,,,,, +22943165,Wohnung,2510.0,2250.0,260.0,65.0,3.0,4.0,,,,,,,8002 Zürich,2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22945576,Loft,3730.0,3380.0,350.0,109.0,2.5,4.0,nachVereinbarung,,,,,,"Hardturmstrasse 90, 8005 Zürich",2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22943130,Wohnung,1500.0,1350.0,150.0,50.0,1.0,3.0,31.03.2020,,,500.0,500.0,,"Eugen Huber-Strasse 65b, 8048 Zürich",,zuerich,2020-02-26,,,,,,500.0,500.0,,, +22946215,Wohnung,5120.0,4600.0,520.0,160.0,6.0,2.0,nachVereinbarung,,,200.0,600.0,4.0,"Im Schilf 10, 8044 Zürich",2020-02-13,zuerich,2020-02-26,1932,,,,,400.0,400.0,400.0,, +22946210,Wohnung,2390.0,2150.0,240.0,100.0,3.5,0.0,01.05.2020,,,,,,"Katzenbachstrasse 225, 8052 Zürich",2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22941600,Attika,5570.0,5120.0,450.0,150.0,4.0,2.0,01.05.2020,1.0,1.0,,,3.0,"Witikonerstrasse 251, 8053 Zürich",2020-02-13,zuerich,2020-02-26,2012,1.0,,,1.0,,,,,1.0 +22992840,Wohnung,1800.0,,,,2.5,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-12,zuerich,2020-02-26,,,,,,,,,, +22937577,Wohnung,1980.0,1840.0,140.0,65.0,2.5,0.0,01.04.2020,1.0,,20.0,250.0,,"Witikonerstrasse 265, 8053 Zürich",2020-02-12,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22941576,Wohnung,1425.0,1325.0,100.0,25.0,1.0,1.0,01.05.2020,1.0,1.0,100.0,,,"Seefeldstrasse 255A, 8008 Zürich",2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22941578,Wohnung,1350.0,1200.0,150.0,30.0,1.5,0.0,01.04.2020,,,,,,"Sempacherstrasse 79, 8032 Zürich",2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22937553,Wohnung,1650.0,,,,1.0,3.0,01.04.2020,1.0,,30.0,100.0,,"LEHENSTEIG 7, 8037 Zürich",2020-02-12,zuerich,2020-02-26,,,,,,,,,,1.0 +22937545,Wohnung,3200.0,,,90.0,3.5,1.0,,1.0,1.0,450.0,700.0,4.0,"Hadlaubstrasse 130, 8006 Zürich",2020-02-12,zuerich,2020-02-26,1981,,,1.0,,600.0,950.0,950.0,1500.0, +22938779,Wohnung,5850.0,5550.0,300.0,134.0,3.5,,nachVereinbarung,1.0,1.0,100.0,100.0,3.0,"Alte Feldeggstrasse, 8008 Zürich",2020-02-12,zuerich,2020-02-26,2009,,,,,300.0,500.0,500.0,, +22940363,Wohnung,2945.0,,,90.0,3.5,0.0,sofort,1.0,,,,6.0,"Susenbergstrasse 142, 8044 Zurich /Fluntern, 8044 Zürich ZH",2020-02-12,zuerich,2020-02-26,2017,1.0,,,,,,,,1.0 +22940361,Wohnung,1460.0,1360.0,100.0,85.0,1.0,2.0,nachVereinbarung,1.0,,,,,8032 Zürich ZH,2020-02-12,zuerich,2020-02-26,,,,1.0,,,,,, +22937533,Wohnung,4390.0,4150.0,240.0,103.0,4.0,5.0,,,,5.0,10.0,,"Limmatquai 86 / Köngengasse 2, 8001 Zürich",2020-02-12,zuerich,2020-02-26,,,1.0,1.0,,,,,1500.0, +22936842,Wohnung,1550.0,,,,1.0,3.0,01.04.2020,1.0,,30.0,100.0,,"LEHENSTEIG 7, 8037 Zürich",,zuerich,2020-02-26,,,,1.0,,,,,, +22937534,Maisonette,4870.0,4550.0,320.0,110.0,3.5,5.0,01.04.2020,1.0,1.0,100.0,100.0,,"Niederdorfstrasse 67, 8001 Zürich",2020-02-12,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22935374,Wohnung,4940.0,,,130.0,4.5,1.0,nachVereinbarung,,1.0,100.0,100.0,3.0,"Beethovenstrasse n/n, 8002 Zürich",2020-02-12,zuerich,2020-02-26,1940,,,1.0,,,,,, +22939388,Wohnung,1721.0,1560.0,161.0,55.0,2.0,4.0,01.06.2020,,1.0,200.0,600.0,6.0,"Ausstellungsstrasse 36, 8005 Zürich",2020-02-12,zuerich,2020-02-26,1987,,,,,400.0,300.0,300.0,, +22936594,Wohnung,1500.0,,,36.0,1.5,,01.07.2020,,,,,,8037 Zürich,2020-02-12,zuerich,2020-02-26,,,,,,,,,, +22934854,Wohnung,1975.0,1700.0,275.0,100.0,3.5,2.0,23.03.2020,1.0,,,,,"Lehfrauenweg 5, 8053 Zürich ZH",2020-02-12,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22937541,Wohnung,3490.0,3110.0,380.0,132.0,4.5,2.0,16.03.2020,,1.0,200.0,400.0,6.0,"Röntgenstrasse 22a, 8005 Zürich",2020-02-12,zuerich,2020-02-26,2015,,1.0,1.0,1.0,700.0,700.0,,,1.0 +22937542,Wohnung,1240.0,1100.0,140.0,,1.0,1.0,01.04.2020,,,,,,"Universitätsstrasse 110, 8006 Zürich",2020-02-12,zuerich,2020-02-26,,,,,,,,,, +22940758,Wohnung,1065.0,875.0,190.0,36.0,1.0,0.0,01.05.2020,,,200.0,600.0,5.0,"Regensdorferstrasse 63, 8049 Zürich",2020-02-12,zuerich,2020-02-26,1955,,,,,,750.0,750.0,3100.0, +22930991,Wohnung,1700.0,,,,3.5,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-12,zuerich,2020-02-26,,,,,,,,,, +22930152,Wohnung,1714.0,1425.0,289.0,58.0,2.5,2.0,01.05.2020,,1.0,300.0,500.0,4.0,"Imbisbühlsteig 10A, 8049 Zürich",2020-02-11,zuerich,2020-02-26,1995,,1.0,1.0,1.0,200.0,200.0,200.0,, +22936438,Wohnung,2010.0,1680.0,330.0,77.0,3.5,1.0,01.05.2020,,,270.0,490.0,,"Im Brächli 41, 8053 Zürich",2020-02-12,zuerich,2020-02-26,1955,,1.0,1.0,,260.0,1300.0,1300.0,, +22934782,Wohnung,4475.0,3985.0,490.0,188.0,5.5,2.0,sofort,1.0,1.0,450.0,700.0,5.0,"Hadlaubstrasse 130, 8006 Zürich",,zuerich,2020-02-26,1981,,,,,600.0,950.0,950.0,1500.0, +22929461,Wohnung,3200.0,2950.0,250.0,63.0,2.5,3.0,01.04.2020,1.0,1.0,200.0,200.0,3.0,"Etzelstrasse 37, 8038 Zürich",,zuerich,2020-02-26,2020,,,1.0,,200.0,200.0,200.0,1500.0, +22928855,Wohnung,2036.0,1826.0,210.0,67.0,3.0,0.0,01.04.2020,1.0,,5.0,,,"Hofwiesenstrasse 248, 8057 Zürich",2020-02-11,zuerich,2020-02-26,,,,1.0,,,,,, +22972561,Wohnung,900.0,,,,1.0,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-12,zuerich,2020-02-26,,,,,,,,,, +22929695,Wohnung,1400.0,1320.0,80.0,24.0,1.0,0.0,sofort,,,100.0,200.0,3.0,"Fennergasse 5, 8008 Zürich",2020-02-11,zuerich,2020-02-26,1875,,,,,,,,2000.0, +22930385,Wohnung,3300.0,3075.0,225.0,,4.0,4.0,nachVereinbarung,,,200.0,400.0,,"Forchstrasse 84, 8008 Zürich",,zuerich,2020-02-26,1963,,,,,,,,4400.0, +22928821,Wohnung,1210.0,1000.0,210.0,23.0,1.0,1.0,01.04.2020,,,10.0,10.0,,"Zollstrasse 6, 8005 Zürich",2020-02-11,zuerich,2020-02-26,,,,,,,,,1500.0, +14714029,Dachwohnung,1480.0,1285.0,195.0,55.0,2.0,2.0,01.05.2020,,,200.0,500.0,,"Winterthurerstrasse 400, 8051 Zürich",2020-02-11,zuerich,2020-02-26,,,,1.0,,,,,2500.0, +22928845,Wohnung,2050.0,1860.0,190.0,70.0,3.5,2.0,01.05.2020,1.0,,260.0,200.0,,"Salerstrasse 21, 8050 Zürich",2020-02-11,zuerich,2020-02-26,,,,1.0,1.0,500.0,700.0,,1000.0, +22927074,Wohnung,990.0,,,18.0,1.0,,01.04.2020,,,,,,"Gubelstrasse, 8050 Zürich",2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22930153,Wohnung,4180.0,3880.0,300.0,101.0,5.0,3.0,01.04.2020,1.0,1.0,230.0,130.0,3.0,"Kinkelstrasse 40, 8006 Zürich",2020-02-11,zuerich,2020-02-26,1935,,1.0,1.0,1.0,100.0,500.0,200.0,, +22928770,Wohnung,1714.0,1425.0,289.0,58.0,2.5,2.0,,,,,,,8049 Zürich,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22928851,Wohnung,2850.0,2650.0,200.0,104.0,4.5,2.0,01.05.2020,1.0,1.0,,,4.0,"Caspar-Wüst-Strasse 69, 8052 Zürich",2020-02-11,zuerich,2020-02-26,2014,1.0,,1.0,1.0,,,,,1.0 +22931011,Wohnung,2870.0,,,79.0,3.0,1.0,01.04.2020,1.0,1.0,240.0,1000.0,4.0,"Im Trichtisal 11a, 8053 Zürich",,zuerich,2020-02-26,2020,,1.0,,1.0,220.0,1200.0,1200.0,8500.0,1.0 +22928825,Wohnung,3995.0,3615.0,380.0,121.0,3.5,1.0,01.06.2020,,1.0,100.0,100.0,,"Mainaustrasse 49, 8008 Zürich",2020-02-11,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22925203,Wohnung,1490.0,1310.0,180.0,35.0,1.5,2.0,01.05.2020,,,,,,"Hügelstrasse 43, 8002 Zürich ZH",2020-02-11,zuerich,2020-02-26,,,,,,,,,, +23013625,Wohnung,3400.0,,,,4.5,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22926908,Wohnung,1410.0,1280.0,130.0,30.0,1.5,0.0,01.05.2020,,1.0,1750.0,330.0,,"Bändlistrasse 71, 8064 Zürich",,zuerich,2020-02-26,,1.0,,1.0,,800.0,1060.0,,, +22926819,Wohnung,2607.0,2277.0,330.0,98.0,4.5,1.0,01.05.2020,,,,,4.0,"Heerenschürlistrasse 8, 8051 Zürich",2020-02-11,zuerich,2020-02-26,2014,,,,,,,,, +23001268,Wohnung,1700.0,,,,2.5,,nachVereinbarung,,,,,,8038 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22925453,Wohnung,2100.0,,,,2.5,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22925447,Wohnung,1750.0,,,,3.5,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22927000,Wohnung,2230.0,,,68.0,3.5,,01.04.2020,,,,,,"Binzstrasse, 8045 Zürich",2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22925945,Wohnung,250.0,,,,2.5,,nachVereinbarung,,,,,,8045 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22925339,Studio,550.0,,,,1.0,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924665,Wohnung,1560.0,,,,1.0,1.0,sofort,,,,,,8004 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22997976,Wohnung,1457.0,1327.0,130.0,53.0,1.5,3.0,01.04.2020,,,,,,"Überlandstrasse 285, 8051 Zürich",2020-02-11,zuerich,2020-02-26,,1.0,,1.0,,,,,, +22923926,Wohnung,1700.0,,,,1.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924596,Wohnung,1500.0,,,,1.5,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924321,Wohnung,1090.0,,,16.0,1.0,4.0,16.04.2020,1.0,1.0,,,,"Wallisellenstrasse 333, 8050 Zürich ZH",2020-02-11,zuerich,2020-02-26,2012,1.0,1.0,1.0,,,,,,1.0 +22924594,Wohnung,1410.0,,,25.0,1.0,4.0,01.04.2020,,1.0,,,,8001 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924668,Wohnung,725.0,,,1.0,1.0,2.0,sofort,,,,,,8057 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924597,Wohnung,2300.0,,,,1.5,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924768,Wohnung,1450.0,,,,2.5,,sofort,1.0,,,,,"Maneggpromenade 82, 8041 Zürich",2020-02-11,zuerich,2020-02-26,,,1.0,,,,,,, +22926821,Wohnung,2575.0,2420.0,155.0,49.0,2.5,4.0,01.04.2020,,,,,,"Hohlstrasse 104, 8004 Zürich",2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22956170,Wohnung,3145.0,,,,3.5,,nachVereinbarung,,,,,,8046 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22921964,Maisonette,4171.0,3906.0,265.0,147.0,4.5,0.0,,1.0,1.0,450.0,450.0,5.0,"Loorenstrasse 62, 8053 Zürich",2020-02-10,zuerich,2020-02-26,2018,1.0,1.0,,1.0,700.0,700.0,,6000.0,1.0 +22920109,Wohnung,3560.0,3320.0,240.0,98.0,4.0,2.0,01.03.2020,,1.0,,100.0,,"Klosbachstrasse 10, 8032 Zürich",2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22920909,Wohnung,3670.0,3400.0,270.0,100.0,4.0,2.0,nachVereinbarung,,,10.0,1000.0,,"Seestr. 160, 8002 Zürich",2020-02-10,zuerich,2020-02-26,1996,1.0,,,,1000.0,700.0,1200.0,1000.0,1.0 +22920922,Wohnung,4918.0,3868.0,1050.0,,4.0,1.0,nachVereinbarung,,,,,,"Hadlaubstr. 62, 8006 Zürich",2020-02-10,zuerich,2020-02-26,1924,,,,,,,,, +22923313,Wohnung,2700.0,2450.0,250.0,91.0,4.5,2.0,16.05.2020,,,20.0,20.0,4.0,"Oerlikonerstrasse 58b, 8057 Zürich",2020-02-11,zuerich,2020-02-26,2001,,,,,160.0,300.0,500.0,, +22922501,Wohnung,2180.0,1900.0,280.0,,3.5,1.0,01.05.2020,,,,,,"Eisfeldstrasse 20, 8050 Zürich",2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22918971,Wohnung,2640.0,2440.0,200.0,66.0,3.5,2.0,01.04.2020,1.0,1.0,10.0,700.0,4.0,"Regensdorferstrasse 72, 8049 Zürich",2020-02-10,zuerich,2020-02-26,2018,,,1.0,,,700.0,700.0,3500.0,1.0 +23021870,Wohnung,1705.0,1500.0,205.0,60.0,3.0,1.0,,,,,,5.0,"Mühlezelgstrasse 26, 8047 Zürich",2020-02-10,zuerich,2020-02-26,1971,,,,,,,,, +22918972,Wohnung,1945.0,1761.0,184.0,58.0,3.0,0.0,,1.0,1.0,,,,"Jungholzstrasse 34, 8050 Zürich",2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22918963,Wohnung,3550.0,3200.0,350.0,147.0,5.0,1.0,sofort,1.0,,450.0,450.0,,"Rainstrasse 91, 8038 Zürich",2020-02-10,zuerich,2020-02-26,,,,1.0,1.0,300.0,300.0,,,1.0 +22920040,Wohnung,3330.0,3070.0,260.0,123.0,4.5,3.0,nachVereinbarung,,1.0,300.0,210.0,5.0,"Hädrichstr. 6, 8047 Zürich",2020-02-10,zuerich,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1100.0,1300.0,,1.0 +22918967,Wohnung,2390.0,,,86.0,3.5,2.0,01.04.2020,1.0,,200.0,200.0,3.0,"Holderbachweg 21, 8046 Zürich",2020-02-10,zuerich,2020-02-26,1978,,,1.0,,,,,600.0, +22918941,Maisonette,1840.0,1680.0,160.0,77.0,2.0,2.0,,1.0,,100.0,,5.0,"Tüfweg 2, 8044 Gockhausen",2020-02-10,zuerich,2020-02-26,1996,,,1.0,,,,,2000.0, +22916734,Wohnung,2060.0,1890.0,170.0,75.0,3.5,1.0,nachVereinbarung,1.0,,,,,"Wehntalerstrasse 404, 8046 Zürich",2020-02-10,zuerich,2020-02-26,,1.0,,1.0,,,,,, +22920022,Loft,2280.0,2080.0,200.0,81.0,1.5,0.0,nachVereinbarung,,1.0,300.0,210.0,5.0,"Hädrichstr. 8, 8047 Zürich",2020-02-10,zuerich,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1100.0,1300.0,,1.0 +22921080,Wohnung,2880.0,2650.0,230.0,70.0,2.5,1.0,sofort,,1.0,100.0,250.0,3.0,"Klausstrasse 49, 8008 Zürich",2020-02-10,zuerich,2020-02-26,1957,,,1.0,,200.0,600.0,400.0,, +22918951,Dachwohnung,2700.0,2500.0,200.0,60.0,2.5,5.0,01.05.2020,1.0,1.0,50.0,30.0,,"Scheuchzerstrasse 69, 8006 Zürich",2020-02-10,zuerich,2020-02-26,,,,1.0,,,,,, +23018827,Wohnung,3680.0,3600.0,80.0,94.0,3.5,,,,,300.0,100.0,3.0,8005 Zürich,2020-02-10,zuerich,2020-02-26,2013,,,,,200.0,200.0,,1000.0, +22915965,Wohnung,1200.0,,,14.0,1.0,4.0,sofort,1.0,,,,,"Sempacherstr, 8032 Zürich ZH",2020-02-10,zuerich,2020-02-26,,,,1.0,,,,,, +22916033,Wohnung,3630.0,3400.0,230.0,86.0,3.5,3.0,nachVereinbarung,1.0,1.0,,,,8004 Zürich ZH,2020-02-08,zuerich,2020-02-26,,,,,,,,,, +22909903,Wohnung,3695.0,3395.0,300.0,129.0,4.5,1.0,01.06.2020,1.0,1.0,150.0,150.0,5.0,"Im Glockenacker 39, 8053 Zürich",2020-02-08,zuerich,2020-02-26,2020,1.0,1.0,1.0,1.0,300.0,300.0,300.0,,1.0 +22916032,Wohnung,590.0,,,,1.0,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22915888,Wohnung,1000.0,,,,1.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22915977,Wohnung,925.0,,,,3.5,,nachVereinbarung,,,,,,8052 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22931240,Wohnung,3629.0,,,,4.5,4.0,nachVereinbarung,1.0,,,,,"Samariterstrasse 18, 8032 Zürich ZH",2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22915967,Wohnung,955.0,,,,1.0,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22914721,Wohnung,3485.0,,,88.0,2.5,,nachVereinbarung,,,,,,"Brandschenkestrasse, 8002 Zürich",2020-02-09,zuerich,2020-02-26,,,,,,,,,, +22915981,Maisonette,3600.0,,,,4.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22907630,Wohnung,2100.0,,,49.0,2.5,3.0,sofort,1.0,,,,,8044 Zürich ZH,2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22907348,Wohnung,2150.0,,,80.0,3.5,1.0,sofort,1.0,,,,,8055 Zürich ZH,2020-02-07,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22908783,Wohnung,4030.0,3690.0,340.0,115.0,4.5,3.0,nachVereinbarung,,1.0,100.0,350.0,4.0,"Akazienstrasse 6, 8008 Zürich",,zuerich,2020-02-26,1997,,1.0,1.0,1.0,400.0,400.0,1200.0,, +22909883,Wohnung,2680.0,2430.0,250.0,68.0,3.0,1.0,04.05.2020,1.0,1.0,200.0,200.0,4.0,"Splügenstrasse 9, 8002 Zürich",2020-02-08,zuerich,2020-02-26,1930,,,1.0,,,,,, +22908786,Wohnung,2330.0,2100.0,230.0,81.0,3.5,2.0,01.05.2020,,1.0,10.0,10.0,5.0,"Forchstrasse 331/333, 8008 Zürich",2020-02-07,zuerich,2020-02-26,1971,,1.0,1.0,,,,,4000.0, +22907874,Wohnung,1280.0,,,25.0,1.0,3.0,sofort,1.0,,,,3.0,"Schäracher 2, 8053 Zürich ZH",2020-02-07,zuerich,2020-02-26,1984,,,,,,,,, +22908782,Wohnung,4065.0,3720.0,345.0,116.0,4.5,3.0,01.03.2020,,1.0,100.0,350.0,4.0,"Akazienstrasse 6, 8008 Zürich",2020-02-07,zuerich,2020-02-26,1997,,1.0,1.0,1.0,400.0,400.0,1200.0,, +22907639,Wohnung,600.0,,,16.0,1.0,0.0,sofort,,,,,,"Im Holzerhurd 42, 8046 Zürich ZH",2020-02-07,zuerich,2020-02-26,1975,,1.0,1.0,,,,,,1.0 +22907408,Wohnung,4030.0,3690.0,340.0,115.0,4.5,3.0,,,,,,,8008 Zürich,2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22898777,Wohnung,1600.0,,,,2.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22905958,Wohnung,650.0,,,,1.0,,nachVereinbarung,,,,,,8001 Zürich ZH,2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22918091,Wohnung,1140.0,1020.0,120.0,20.0,1.0,4.0,01.03.2020,,1.0,,,,"Hallwylstrasse 40, 8004 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22906749,Dachwohnung,2150.0,1900.0,250.0,100.0,3.5,2.0,01.04.2020,,,300.0,800.0,5.0,"Funkackerstrasse 15, 8050 Zürich",2020-02-07,zuerich,2020-02-26,1931,,,,1.0,200.0,200.0,1000.0,300.0, +22903019,Wohnung,1220.0,1100.0,120.0,26.0,1.0,2.0,nachVereinbarung,1.0,1.0,100.0,500.0,,"Jakob Füglistrasse 16, 8048 Zürich",,zuerich,2020-02-26,,,,,,450.0,300.0,850.0,2000.0, +22906737,Wohnung,4250.0,3800.0,450.0,95.0,2.5,17.0,,,1.0,50.0,150.0,2.0,"Limmatstrasse 260, 8005 Zürich",2020-02-07,zuerich,2020-02-26,2013,,,1.0,,300.0,450.0,450.0,4000.0,1.0 +22898798,Wohnung,1200.0,,,90.0,2.5,,sofort,,,,,,"Grossalbis, 8045 Zürich",2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22925974,Wohnung,1860.0,1650.0,210.0,,4.0,0.0,,,,,,,8052 Zürich,2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22908984,Wohnung,3460.0,3200.0,260.0,125.0,4.5,5.0,01.04.2020,1.0,1.0,50.0,50.0,3.0,"Max Bill-Platz 13, 8050 Zürich",2020-02-07,zuerich,2020-02-26,2006,,1.0,1.0,1.0,50.0,50.0,50.0,,1.0 +22903412,Wohnung,2210.0,2180.0,30.0,45.0,1.0,4.0,01.03.2020,,1.0,,,,"Weite Gasse 6, 8001 Zürich",,zuerich,2020-02-26,,,,1.0,,,,,, +22904407,Wohnung,1855.0,1635.0,220.0,,3.0,0.0,01.03.2020,,,,,,"Fellenbergstrasse 303, 8047 Zürich",2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22901179,Wohnung,1780.0,1540.0,240.0,58.0,2.5,4.0,01.05.2020,1.0,1.0,50.0,50.0,4.0,"Nansenstrasse 7, 8050 Zürich",2020-02-06,zuerich,2020-02-26,1985,,,1.0,,500.0,500.0,500.0,,1.0 +22895114,Maisonette,5500.0,5100.0,400.0,160.0,6.0,0.0,,1.0,1.0,50.0,100.0,4.0,"Wolframplatz 11, 8045 Zürich",2020-02-06,zuerich,2020-02-26,2013,1.0,1.0,1.0,1.0,100.0,,,500.0,1.0 +22895107,Wohnung,1925.0,1715.0,210.0,,2.0,5.0,01.04.2020,,,,,,"Universitätsstrasse 110, 8006 Zürich",2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22901081,Wohnung,2230.0,2115.0,115.0,77.0,4.0,1.0,nachVereinbarung,1.0,1.0,2.0,500.0,,"Birmensdorferstrasse 419, 8055 Zürich",2020-02-06,zuerich,2020-02-26,,,,,1.0,600.0,750.0,750.0,1700.0, +22895771,Wohnung,1150.0,960.0,190.0,13.0,1.0,5.0,01.05.2020,1.0,1.0,,,,"Buckhauserstrasse 1, 8048 Zürich ZH",2020-02-06,zuerich,2020-02-26,1999,,1.0,1.0,,,,,,1.0 +22900194,Dachwohnung,4140.0,3890.0,250.0,112.0,4.5,5.0,01.05.2020,1.0,1.0,,,,"Agnesstrasse 4, 8004 Zürich",2020-02-06,zuerich,2020-02-26,,1.0,,,,,,,, +22899930,Wohnung,3810.0,3490.0,320.0,90.0,4.0,2.0,01.04.2020,,1.0,230.0,130.0,3.0,"Kinkelstrasse 40, 8006 Zürich",2020-02-06,zuerich,2020-02-26,1935,,1.0,1.0,1.0,100.0,500.0,200.0,, +22896626,Wohnung,1200.0,,,,1.0,,nachVereinbarung,,,,,,8044 Zürich ZH,2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22895978,Wohnung,1800.0,,,,3.0,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22904403,Wohnung,6180.0,5400.0,780.0,225.0,7.0,2.0,,,,130.0,400.0,5.0,"Toblerstrasse 39, 8044 Zürich",2020-02-06,zuerich,2020-02-26,1930,,,,,300.0,300.0,300.0,, +22893414,Wohnung,2570.0,2370.0,200.0,102.0,4.0,,01.04.2020,,,,,4.0,"Arianestrasse 17, 8052 Zürich",2020-02-06,zuerich,2020-02-26,2013,,,,,,,,, +22904404,Wohnung,6380.0,5600.0,780.0,220.0,7.0,3.0,,,,130.0,400.0,5.0,"Toblerstrasse 39, 8044 Zürich",2020-02-06,zuerich,2020-02-26,1930,,,,,300.0,300.0,300.0,, +22901531,Wohnung,3550.0,3250.0,300.0,90.0,2.5,5.0,01.03.2020,1.0,1.0,,,4.0,"Ernastrasse 30, 8004 Zürich",2020-02-06,zuerich,2020-02-26,2017,,,,,,,,, +22894779,Wohnung,1680.0,,,,2.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22900516,Attika,4100.0,3800.0,300.0,142.0,3.5,4.0,01.05.2020,,1.0,200.0,400.0,4.0,"Eichstrasse 27, 8045 Zürich",2020-02-06,zuerich,2020-02-26,1955,1.0,1.0,1.0,,800.0,200.0,600.0,,1.0 +22894780,Wohnung,1600.0,1400.0,200.0,,3.0,1.0,sofort,,,,,,"Heidwiesen 17, 8051 Zürich ZH",2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22894589,Wohnung,1584.0,,,,2.5,,01.04.2020,,,,,,"Wasserschöpfi, 8055 Zürich",2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22892887,Wohnung,1620.0,,,67.0,2.5,0.0,01.03.2020,1.0,,100.0,500.0,,"Felsenrainstrasse 77, 8052 Zürich",2020-02-06,zuerich,2020-02-26,,,,,,,,,2000.0,1.0 +22893803,Wohnung,1400.0,1260.0,140.0,,1.0,1.0,01.04.2020,,1.0,,,,"Untere Zäune 15, 8001 Zürich",2020-02-06,zuerich,2020-02-26,1955,,1.0,1.0,,,,,, +22891591,Wohnung,1550.0,1200.0,350.0,15.0,1.0,4.0,01.03.2020,1.0,1.0,,,,"Käferholzstrasse 38, 8057 Zürich ZH",2020-02-06,zuerich,2020-02-26,2015,1.0,,,,,,,,1.0 +22889791,Wohnung,3470.0,,,,4.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-05,zuerich,2020-02-26,,,,,,,,,, +22902847,Wohnung,2135.0,1920.0,215.0,96.0,3.0,4.0,01.04.2020,,,190.0,450.0,5.0,"Auhofstrasse 7, 8051 Zürich",2020-02-05,zuerich,2020-02-26,1999,,1.0,,,1000.0,1000.0,2900.0,1000.0, +22891026,Maisonette,4000.0,3750.0,250.0,90.0,2.5,2.0,sofort,1.0,,,,,"Zwinglistrasse, 34, 8004 Zürich",2020-02-06,zuerich,2020-02-26,,1.0,1.0,,,,,,, +22891049,Wohnung,1642.0,1450.0,192.0,60.0,3.0,0.0,sofort,1.0,,,,,"Friedrichstrasse 16, 8051 Zürich",2020-02-06,zuerich,2020-02-26,,,,1.0,,,,,, +22891023,Wohnung,1890.0,1790.0,100.0,,1.5,0.0,sofort,1.0,1.0,50.0,100.0,,"Bremgartnerstrasse 15, 8003 Zürich",2020-02-06,zuerich,2020-02-26,,1.0,1.0,1.0,,100.0,100.0,100.0,2000.0, +22891619,Wohnung,900.0,,,20.0,1.0,3.0,01.04.2020,1.0,,,,5.0,"Saumstr. 20, 8003 Zürich ZH",2020-02-06,zuerich,2020-02-26,1934,,,1.0,,,,,, +23009501,Wohnung,950.0,,,15.0,1.0,2.0,01.04.2020,1.0,,,,,"Altstetterstrasse 224, 8048 Zürich ZH",2020-02-06,zuerich,2020-02-26,,1.0,,,,,,,,1.0 +22891644,Wohnung,700.0,,,13.0,1.0,2.0,sofort,1.0,1.0,,,,8046 Zürich ZH,2020-02-06,zuerich,2020-02-26,,,,1.0,,,,,, +22891032,Wohnung,2895.0,2695.0,200.0,68.0,1.5,3.0,01.07.2020,1.0,1.0,100.0,100.0,,"Mainaustrasse 49, 8008 Zürich",2020-02-06,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +23022714,Wohnung,2350.0,2100.0,250.0,105.0,4.5,3.0,nachVereinbarung,1.0,,,,,8053 Zürich,2020-02-05,zuerich,2020-02-26,,,,,,,,,, +22899918,Wohnung,3800.0,3550.0,250.0,88.0,3.5,4.0,01.04.2020,1.0,1.0,,,2.0,"Feldstrasse 60, 8004 Zürich",,zuerich,2020-02-26,1898,,,1.0,,,,,, +22888864,Maisonette,3900.0,3500.0,400.0,145.0,7.0,2.0,,1.0,,230.0,500.0,,"Tulpenstrasse 37, 8051 Zürich",2020-02-05,zuerich,2020-02-26,,,,1.0,1.0,450.0,100.0,100.0,750.0, +22900520,Wohnung,1550.0,1476.0,74.0,23.0,1.5,2.0,01.03.2020,,,,,,"Hohlstrasse 104, 8004 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22888862,Wohnung,1650.0,1470.0,180.0,,2.0,2.0,01.05.2020,1.0,1.0,53.0,,,"Schöneichstrasse 7, 8051 Zürich",2020-02-05,zuerich,2020-02-26,,,1.0,,,,,,, +22888861,Wohnung,1390.0,,,,2.0,3.0,sofort,1.0,,,,,"SAATLENSTRASSE 19, 8051 Zürich",2020-02-05,zuerich,2020-02-26,,,,,,,,,,1.0 +22888324,Wohnung,2860.0,,,,3.0,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-05,zuerich,2020-02-26,,,,,,,,,, +22900703,Wohnung,3693.0,3340.0,353.0,128.0,4.5,7.0,nachVereinbarung,,1.0,,,4.0,"Hohlstrasse 513, 8048 Zürich",2020-02-05,zuerich,2020-02-26,2010,,,,,,,,, +22888328,Maisonette,1330.0,,,,4.5,,nachVereinbarung,,,,,,8047 Zürich ZH,2020-02-05,zuerich,2020-02-26,,,,,,,,,, +22889108,Wohnung,1600.0,1520.0,80.0,35.0,2.0,0.0,sofort,,,,,,"Gubelstrasse 29, 8050 Zürich",2020-02-05,zuerich,2020-02-26,,,,,,,,,, +22884923,Wohnung,1680.0,1440.0,240.0,55.0,3.0,2.0,16.03.2020,1.0,,150.0,100.0,3.0,"Hirzenbachstrasse 24, 8051 Zürich",2020-02-04,zuerich,2020-02-26,1957,,,,,150.0,,,1300.0, +22884906,Terrassenwohnung,2400.0,,,70.0,2.5,,,1.0,,200.0,400.0,5.0,"Büchnerstrasse 18, 8006 Zürich",2020-02-04,zuerich,2020-02-26,1911,,,1.0,,,,,2000.0, +22884903,Wohnung,3454.0,3134.0,320.0,94.0,3.5,3.0,01.04.2020,1.0,1.0,300.0,200.0,5.0,"Dienerstrasse 59, 8004 Zürich",2020-02-04,zuerich,2020-02-26,2015,,,,,100.0,100.0,200.0,4000.0, +22885766,Wohnung,2870.0,2650.0,220.0,,3.5,3.0,01.04.2020,1.0,1.0,50.0,500.0,,"Friesenbergstrasse 108, 8055 Zürich",,zuerich,2020-02-26,,,,1.0,,,,,, +22884901,Wohnung,2150.0,,,75.0,4.0,4.0,sofort,,1.0,50.0,150.0,,"Anwandstrasse 60, 8004 Zürich",2020-02-04,zuerich,2020-02-26,,,,1.0,,,150.0,,, +22885619,Wohnung,1790.0,1540.0,250.0,70.0,3.0,1.0,01.03.2020,1.0,,,,,"Frohburgstrasse 311, 8057 Zürich ZH",2020-02-05,zuerich,2020-02-26,,1.0,,1.0,,,,,, +22884908,Wohnung,2700.0,2550.0,150.0,65.0,3.0,1.0,01.03.2020,1.0,,20.0,30.0,,"Nebelbachstrasse 9, 8008 Zürich",2020-02-04,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22884054,Wohnung,3000.0,2700.0,300.0,74.0,2.5,2.0,nachVereinbarung,1.0,1.0,,,4.0,8005 Zürich,2020-02-04,zuerich,2020-02-26,2016,,,1.0,,,,,,1.0 +22885772,Wohnung,2590.0,2390.0,200.0,99.0,3.5,4.0,01.05.2020,1.0,1.0,40.0,20.0,5.0,"Grosswiesenstrasse 145, 8051 Zürich",2020-02-04,zuerich,2020-02-26,2018,,,,1.0,,,,3.0,1.0 +22884900,Dachwohnung,2650.0,2500.0,150.0,74.0,2.5,3.0,sofort,,,,,,"Weststrasse 160, 8003 Zürich",2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22883979,Wohnung,1730.0,1425.0,305.0,62.0,2.0,0.0,01.04.2020,,,100.0,300.0,5.0,"Stodolastr. 15, 8053 Zürich",2020-02-04,zuerich,2020-02-26,1965,,1.0,1.0,1.0,800.0,700.0,1000.0,, +22880785,Wohnung,1200.0,,,76.0,3.0,,01.04.2020,,,,,,"Birmensdorferstr. 182, 8055 Zürich",2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22881977,Wohnung,2800.0,2700.0,100.0,93.0,4.5,,sofort,1.0,,,,,"Gubelstrasse 29, 8050 Zürich",2020-02-04,zuerich,2020-02-26,,,,,,,,,, +23023810,Loft,3600.0,3250.0,350.0,110.0,2.5,13.0,,,1.0,100.0,550.0,3.0,"Albulastr. 60, 8048 Zürich",2020-02-04,zuerich,2020-02-26,2009,,1.0,1.0,1.0,200.0,200.0,900.0,,1.0 +22881482,Wohnung,1620.0,,,26.0,1.0,3.0,nachVereinbarung,1.0,1.0,,,2.0,8050 Zürich ZH,2020-02-04,zuerich,2020-02-26,2012,,,1.0,,,,,, +22884157,Wohnung,1670.0,1500.0,170.0,44.0,1.5,1.0,nachVereinbarung,,1.0,200.0,150.0,4.0,"Stampfenbachstr. 67, 8006 Zürich",2020-02-04,zuerich,2020-02-26,1930,1.0,1.0,1.0,,1000.0,800.0,800.0,, +22881331,Wohnung,2770.0,2460.0,310.0,,3.0,1.0,16.04.2020,1.0,,100.0,100.0,,"Zürichbergstrasse 72, 8044 Zürich",2020-02-04,zuerich,2020-02-26,,,,1.0,,200.0,200.0,,, +22881480,Wohnung,1080.0,,,12.0,1.0,,01.03.2020,,,,,,"Seestrasse, 8038 Zürich ZH",2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22880410,Wohnung,1495.0,,,80.0,3.0,,15.04.2020,,,,,,"Bächlerstrasse 5, 8046 Zürich",2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22882286,Wohnung,3600.0,,,,2.5,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22882330,Wohnung,2700.0,2420.0,280.0,102.0,4.0,1.0,nachVereinbarung,,1.0,300.0,700.0,4.0,"Im Glockenacker 58, 8053 Zürich",2020-02-04,zuerich,2020-02-26,1973,,1.0,,1.0,700.0,800.0,800.0,,1.0 +22874404,Wohnung,1470.0,1400.0,70.0,25.0,1.0,1.0,01.04.2020,,1.0,300.0,500.0,2.0,"Obstgartenstr. 40, 8006 Zürich",2020-02-03,zuerich,2020-02-26,1958,,,,,700.0,,,, +22875233,Wohnung,2730.0,2500.0,230.0,80.0,2.5,3.0,01.04.2020,1.0,1.0,100.0,100.0,4.0,"Birmensdorferstrasse 458, 8055 Zürich",2020-02-03,zuerich,2020-02-26,2018,,,,,700.0,600.0,,,1.0 +22921933,Wohnung,4720.0,4420.0,300.0,116.0,4.5,2.0,01.04.2020,1.0,1.0,57.0,10.0,4.0,"Winterthurerstrasse 83, 8006 Zürich",2020-02-03,zuerich,2020-02-26,2015,,,1.0,1.0,,,,,1.0 +22875235,Wohnung,1558.0,,,54.0,2.5,3.0,,,,200.0,700.0,5.0,"Birchstrasse, 8057 Zürich",2020-02-03,zuerich,2020-02-26,1921,,,,,,,,2000.0, +22875232,Wohnung,1600.0,1500.0,100.0,32.0,1.5,-1.0,01.04.2020,,1.0,100.0,100.0,,"Birmensdorferstrasse 458, 8055 Zürich",2020-02-03,zuerich,2020-02-26,2018,,,,,700.0,600.0,,,1.0 +22879444,Wohnung,1490.0,1365.0,125.0,22.0,1.0,,01.04.2020,,,100.0,100.0,,"Predigerplatz 34, 8001 Zürich",2020-02-04,zuerich,2020-02-26,,,,1.0,,,,,, +22876443,Wohnung,35.0,,,,1.5,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22878096,Wohnung,1900.0,1700.0,200.0,58.0,2.5,2.0,05.07.2020,1.0,1.0,50.0,400.0,5.0,"Albisriederstrasse 183, 8047 Zürich",2020-02-04,zuerich,2020-02-26,2015,,,1.0,,,,,3000.0, +22875212,Maisonette,5200.0,,,126.0,4.5,3.0,01.04.2020,1.0,,100.0,300.0,2.0,"Heinrichstrasse 112, 8005 Zürich",2020-02-03,zuerich,2020-02-26,1886,,1.0,1.0,1.0,100.0,100.0,500.0,1000.0, +22871608,Wohnung,1680.0,,,30.0,1.0,4.0,01.04.2020,1.0,1.0,100.0,200.0,,"Seefeldstrasse 255, 8008 Zürich",2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22874365,Wohnung,2190.0,1900.0,290.0,72.0,3.5,1.0,01.04.2020,,,400.0,250.0,,"Fellenbergstrasse 317, 8047 Zürich",2020-02-03,zuerich,2020-02-26,,,,,,400.0,650.0,400.0,3500.0, +22871634,Wohnung,1530.0,1310.0,220.0,64.0,3.0,,,1.0,,,,,"Schärenmoosstrasse 12, 8052 Zürich",2020-02-03,zuerich,2020-02-26,,,,1.0,,,,,, +22871625,Wohnung,2450.0,2300.0,150.0,66.0,2.5,1.0,01.05.2020,1.0,1.0,100.0,400.0,3.0,"Limmattalstr 42, 8049 Zürich",2020-02-03,zuerich,2020-02-26,1934,,,,,,,,, +22872950,Wohnung,1470.0,1400.0,70.0,25.0,1.0,1.0,,,,,,,8006 Zürich,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22871613,Terrassenwohnung,3860.0,3490.0,370.0,100.0,3.5,1.0,01.04.2020,1.0,1.0,,,4.0,"Sempacherstrasse 37, 8032 Zürich",2020-02-03,zuerich,2020-02-26,2011,,1.0,1.0,1.0,,,,,1.0 +22904987,Wohnung,1344.0,,,,1.0,0.0,01.04.2020,,,,,,"Küngenmatt 21, 8055 Zürich",2020-02-03,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22871540,Wohnung,3050.0,,,90.0,4.5,1.0,10.03.2020,1.0,1.0,100.0,100.0,4.0,"Thurwiesenstrasse 7, 8037 Zürich",2020-02-03,zuerich,2020-02-26,1920,,,,1.0,,,,, +22873005,Wohnung,183.0,,,,1.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22874388,Wohnung,5050.0,4750.0,300.0,102.0,3.5,5.0,01.04.2020,,1.0,130.0,80.0,,"Seefeldstr. 116, 8008 Zürich",2020-02-03,zuerich,2020-02-26,,,,1.0,1.0,200.0,200.0,800.0,,1.0 +22870521,Wohnung,200.0,,,,1.0,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22869877,Wohnung,2690.0,,,,5.5,,nachVereinbarung,,,,,,8050 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22871078,Wohnung,1900.0,1820.0,80.0,26.0,1.5,4.0,01.04.2020,,,180.0,280.0,,"Berninastrasse 58, 8057 Zürich",2020-02-03,zuerich,2020-02-26,2018,,,,,,,,, +22871062,Wohnung,3420.0,2990.0,430.0,129.0,5.5,1.0,nachVereinbarung,,,,,6.0,"Florastrasse 38, 8008 Zürich",2020-02-03,zuerich,2020-02-26,1969,,,,,,,,, +22870905,Wohnung,6980.0,6600.0,380.0,151.0,4.5,1.0,01.12.2020,1.0,1.0,,,2.0,"Susenbergstrasse 90, 8044 Zürich",2020-02-03,zuerich,2020-02-26,2015,,,1.0,,,,,,1.0 +22871597,Wohnung,3375.0,3200.0,175.0,69.0,2.5,1.0,01.03.2020,,1.0,,,,"Hafnerstrasse 7, 8005 Zürich",2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22871077,Wohnung,3350.0,2950.0,400.0,129.0,4.5,3.0,16.04.2020,,1.0,300.0,400.0,5.0,"Anemonenstrasse 40 H, 8047 Zürich",2020-02-03,zuerich,2020-02-26,2007,,,1.0,,200.0,600.0,600.0,, +22868744,Wohnung,3860.0,3594.0,266.0,105.0,3.5,3.0,nachVereinbarung,,,,,3.0,"Sempacherstrasse 50, 8032 Zürich",,zuerich,2020-02-26,1951,,,1.0,,,,,, +22871057,Wohnung,2022.0,1830.0,192.0,62.0,3.0,4.0,01.05.2020,,,200.0,,4.0,"Haldenstrasse 173, 8055 Zürich",2020-02-03,zuerich,2020-02-26,1927,,,,,,,,, +22867162,Wohnung,1913.0,,,,2.5,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867219,Wohnung,2900.0,,,,3.0,,nachVereinbarung,,,,,,8001 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867087,Wohnung,1980.0,,,,3.5,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22868763,Wohnung,1890.0,1820.0,70.0,28.0,1.5,1.0,01.03.2020,,1.0,,,,"Hafnerstrasse 7, 8005 Zürich",2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867072,Wohnung,1000.0,,,,1.0,3.0,01.04.2020,1.0,1.0,,,,"Sperletweg, 8052 Zürich ZH",2020-02-03,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22867430,Wohnung,960.0,,,,1.0,,nachVereinbarung,,,,,,8057 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22868762,Wohnung,4800.0,4550.0,250.0,99.0,3.5,2.0,01.03.2020,1.0,1.0,,,,"Hafnerstrasse 7, 8005 Zürich",2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22992847,Wohnung,1000.0,,,,2.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867149,Wohnung,588.0,,,,1.0,,nachVereinbarung,,,,,,8045 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867218,Wohnung,2218.0,,,,3.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22866896,Wohnung,1600.0,,,,1.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867068,Wohnung,1300.0,,,,1.0,22.0,01.03.2020,1.0,1.0,,,,"Pfingstweidstrasse 94, 8005 Zürich ZH",2020-02-03,zuerich,2020-02-26,,,,1.0,,,,,, +22975838,Wohnung,1650.0,,,,2.0,2.0,sofort,1.0,,230.0,400.0,,"Bernerstrasse Nord 174, 8064 Zürich",2020-01-31,zuerich,2020-02-26,,1.0,,,1.0,400.0,400.0,,650.0, +22867159,Wohnung,2035.0,,,,2.5,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22860620,Wohnung,2100.0,1900.0,200.0,75.0,3.0,1.0,01.04.2020,1.0,,80.0,70.0,,"Calandastrasse 15, 8048 Zürich",,zuerich,2020-02-26,,1.0,,,,90.0,320.0,,500.0, +22861002,Wohnung,2390.0,2240.0,150.0,80.0,2.5,1.0,01.05.2020,1.0,1.0,,,5.0,"Schaffhauserstrasse 210, 8057 Zürich",2020-01-31,zuerich,2020-02-26,2016,,1.0,1.0,1.0,,,,,1.0 +22863645,Wohnung,1840.0,1680.0,160.0,,2.5,1.0,sofort,1.0,,160.0,250.0,,"Dübendorfstrasse 211, 8051 Zürich",2020-02-01,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22965689,Wohnung,560.0,,,,1.0,,nachVereinbarung,,,,,,8045 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867071,Wohnung,1250.0,,,18.0,1.0,1.0,sofort,1.0,,,,,"Birchstrasse 231, 8052 Zürich ZH",2020-02-03,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22860567,Wohnung,1772.0,1450.0,322.0,56.0,2.0,1.0,01.05.2020,,,400.0,700.0,4.0,"Steinkluppenweg 3/5, 8057 Zürich",2020-01-31,zuerich,2020-02-26,1949,,1.0,1.0,,500.0,500.0,700.0,, +22860997,Wohnung,1030.0,900.0,130.0,23.0,1.0,2.0,nachVereinbarung,,,100.0,50.0,,"Waffenplatzstrasse 1, 8002 Zürich",2020-01-31,zuerich,2020-02-26,,,1.0,1.0,,,,,1000.0, +23018925,Wohnung,1600.0,1380.0,220.0,54.0,2.0,2.0,,1.0,,50.0,300.0,3.0,"Altwiesenstr. 81, 8051 Zürich",2020-01-31,zuerich,2020-02-26,1954,1.0,1.0,1.0,,50.0,50.0,100.0,,1.0 +22866895,Wohnung,2250.0,2150.0,100.0,43.0,1.5,3.0,sofort,1.0,1.0,,,,8045 Zürich ZH,2020-01-31,zuerich,2020-02-26,1991,,,1.0,,,,,,1.0 +22857919,Wohnung,1295.0,1155.0,140.0,,2.5,2.0,16.04.2020,1.0,,,,,"Schwellistrasse 59, 8052 Zürich",2020-01-31,zuerich,2020-02-26,,,,,,,,,, +22857387,Wohnung,6120.0,5495.0,625.0,180.0,5.5,,01.04.2020,1.0,1.0,,,3.0,"Seeblickstrasse 24, 8038 Zürich",2020-01-31,zuerich,2020-02-26,2014,,,1.0,1.0,,,,, +22859888,Wohnung,3820.0,3545.0,275.0,140.0,4.0,2.0,01.04.2020,1.0,1.0,,,,"Neuhausstrasse 12, 8044 Zürich",2020-01-31,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22859900,Studio,1060.0,920.0,140.0,,1.0,0.0,,,,,,,"Buchzelgstrasse 91, 8053 Zürich",2020-01-31,zuerich,2020-02-26,,,,1.0,,,,,, +22857551,Wohnung,4200.0,,,100.0,4.5,2.0,01.04.2020,1.0,1.0,200.0,,3.0,"Spitalgasse 10, 8001 Zürich",2020-01-31,zuerich,2020-02-26,1890,1.0,1.0,1.0,1.0,,,,, +22852691,Maisonette,2990.0,2700.0,290.0,151.0,4.5,2.0,,1.0,1.0,180.0,2000.0,6.0,"Im Tobelacker 10d, 8044 Gockhausen",2020-01-30,zuerich,2020-02-26,2008,,1.0,1.0,1.0,1000.0,1000.0,3000.0,5000.0,1.0 +22852690,Maisonette,2995.0,2705.0,290.0,151.0,4.5,2.0,,1.0,1.0,180.0,2000.0,6.0,"Im Tobelacker 10c, 8044 Gockhausen",2020-01-30,zuerich,2020-02-26,2008,,1.0,1.0,1.0,1000.0,1000.0,3000.0,5000.0,1.0 +22947890,Wohnung,1240.0,1090.0,150.0,,1.5,,sofort,1.0,,,,,"Drusbergstrasse 40, 8053 Zürich ZH",2020-01-31,zuerich,2020-02-26,,,,1.0,,,,,, +22851552,Maisonette,2460.0,2125.0,335.0,110.0,4.5,2.0,01.04.2020,,,10.0,600.0,4.0,"Im Altried 3d, 8051 Zürich",2020-01-30,zuerich,2020-02-26,1983,,1.0,1.0,1.0,300.0,355.0,355.0,, +22853584,Wohnung,1285.0,1150.0,135.0,18.0,1.0,2.0,01.05.2020,,1.0,,,,"Bolleystrasse 17, 8006 Zürich ZH",2020-01-30,zuerich,2020-02-26,,,,1.0,,,,,, +22857556,Wohnung,3800.0,3470.0,330.0,101.0,3.5,3.0,01.04.2020,,1.0,200.0,400.0,4.0,"Turbinenstrasse 26, 8005 Zürich",2020-01-31,zuerich,2020-02-26,2013,,,,,600.0,1000.0,,, +22853614,Wohnung,1287.0,,,89.0,1.0,1.0,nachVereinbarung,1.0,1.0,,,,8049 Zürich ZH,2020-01-31,zuerich,2020-02-26,1982,1.0,,1.0,,,,,,1.0 +22855550,Wohnung,3560.0,3250.0,310.0,94.0,3.5,1.0,01.04.2020,1.0,,150.0,250.0,,"Am Guggenberg 18, 8053 Zürich",2020-01-31,zuerich,2020-02-26,,1.0,1.0,,,,100.0,,,1.0 +22852676,Attika,9250.0,8900.0,350.0,195.0,5.5,5.0,01.07.2020,1.0,1.0,,,,"Tödistrasse 27, 8002 Zürich",2020-01-30,zuerich,2020-02-26,,,,,,,,,, +22867165,Wohnung,2550.0,,,,3.5,,nachVereinbarung,,,,,,8051 Zürich ZH,2020-01-31,zuerich,2020-02-26,,,,,,,,,, +23009498,Wohnung,3265.0,2975.0,290.0,126.0,4.5,,nachVereinbarung,1.0,,,,,"Buchzelgstrasse, 8053 Zürich ZH",2020-01-30,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22848137,Wohnung,1722.0,1500.0,222.0,55.0,3.0,0.0,02.03.2020,,,,,,"Im Brächli 2, 8053 Zürich",2020-01-30,zuerich,2020-02-26,,,,,,,,,, +22848116,Wohnung,2310.0,2090.0,220.0,76.0,2.5,7.0,01.05.2020,,,500.0,500.0,5.0,"Freilagerstrasse 99, 8047 Zürich",2020-01-30,zuerich,2020-02-26,2016,,1.0,,,500.0,,,, +23018915,Wohnung,1759.0,1459.0,300.0,80.0,3.5,1.0,,1.0,,100.0,200.0,5.0,"Wehntalerstrasse 641, 8046 Zürich",2020-01-30,zuerich,2020-02-26,1995,,1.0,1.0,1.0,,,,500.0,1.0 +22848095,Dachwohnung,5980.0,5630.0,350.0,110.0,4.5,4.0,01.05.2020,1.0,1.0,,,,"Sonneggstrasse 47, 8006 Zürich",2020-01-30,zuerich,2020-02-26,,,,,,,,,, +22851528,Wohnung,3010.0,2700.0,310.0,92.0,3.0,0.0,nachVereinbarung,,,700.0,400.0,4.0,"Engimattstrasse 25, 8002 Zürich",2020-01-30,zuerich,2020-02-26,1933,,1.0,1.0,,500.0,1100.0,900.0,2100.0,1.0 +22938373,Wohnung,2300.0,,,50.0,2.5,1.0,nachVereinbarung,,,,,,"Michael-Maggi-Strasse 22, 8046 Zürich",,zuerich,2020-02-26,2010,,,,,,,,, +22986424,Wohnung,2450.0,2200.0,250.0,65.0,2.5,5.0,16.03.2020,,1.0,36.0,200.0,,"Pfirsichstrasse 17, 8006 Zürich",2020-01-30,zuerich,2020-02-26,,,,,,,,,800.0, +22848125,Wohnung,2490.0,2340.0,150.0,80.0,3.5,1.0,,1.0,,,,,"Limmattalstr. 51, 8049 Zürich",2020-01-30,zuerich,2020-02-26,,,,1.0,,,,,, +22851556,Wohnung,2190.0,1940.0,250.0,69.0,3.0,2.0,01.05.2020,1.0,,,,,"Bächlerstrasse 62, 8046 Zürich",2020-01-30,zuerich,2020-02-26,,,,1.0,1.0,,,,, +22848246,Wohnung,2880.0,2620.0,230.0,102.0,3.5,,01.04.2020,1.0,1.0,,,5.0,"Ursprungstrasse 1b, 8044 Gockhausen",,zuerich,2020-02-26,2019,1.0,1.0,,1.0,,,,, +22848131,Wohnung,2500.0,,,40.0,2.0,,sofort,1.0,1.0,30.0,350.0,,"Friesstrasse 31/33, 8050 Zürich",2020-01-29,zuerich,2020-02-26,,1.0,1.0,1.0,,,,,,1.0 +22840856,Wohnung,800.0,,,13.0,1.0,0.0,01.03.2020,1.0,,,,,"Küngenmatt 50, 8055 Zürich ZH",2020-01-29,zuerich,2020-02-26,1966,,,,,,,,, +22841277,Wohnung,4390.0,3990.0,400.0,124.0,3.5,3.0,01.03.2020,1.0,1.0,50.0,20.0,,"Schärenmoosstrasse 76, 8052 Zürich",2020-01-29,zuerich,2020-02-26,2015,,1.0,1.0,,100.0,200.0,200.0,500.0,1.0 +22847048,Wohnung,2720.0,2460.0,260.0,62.0,3.0,3.0,01.04.2020,,,,,,"Helenastrasse 15, 8008 Zürich ZH",2020-01-30,zuerich,2020-02-26,,,,1.0,,,,,, +22850241,Wohnung,2500.0,,,45.0,2.0,5.0,sofort,,1.0,400.0,,,"Beethovenstrasse 9-11, 8002 Zürich",2020-01-29,zuerich,2020-02-26,,,,,,,,,, +22843571,Attika,5081.0,4631.0,450.0,180.0,5.5,3.0,01.04.2020,1.0,1.0,,,2.0,"Nidelbadstrasse 2, 8038 Zürich",2020-01-29,zuerich,2020-02-26,1960,1.0,,1.0,1.0,,,,,1.0 +22840857,Wohnung,690.0,,,16.0,1.0,2.0,01.03.2020,1.0,1.0,,,,"Rümlangstrasse 55a, 8052 Zürich ZH",2020-01-29,zuerich,2020-02-26,,,,,,,,,, +22846985,Maisonette,5830.0,5300.0,530.0,161.0,5.5,3.0,01.05.2020,1.0,,100.0,500.0,,"Giacomettistr. 15, 8049 Zürich",2020-01-29,zuerich,2020-02-26,2006,,1.0,,,150.0,500.0,150.0,1500.0, +22846675,Wohnung,3200.0,2800.0,400.0,74.0,3.0,2.0,01.04.2020,1.0,1.0,,,,"Wildbachstrasse 68, 8008 Zürich",2020-01-30,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22909902,Wohnung,2866.0,2680.0,186.0,,4.5,2.0,16.05.2020,1.0,1.0,400.0,500.0,,"Honigstrasse 37, 8052 Zürich",2020-01-28,zuerich,2020-02-26,,,,1.0,,300.0,300.0,300.0,500.0,1.0 +22848206,Wohnung,1810.0,1650.0,160.0,,2.5,2.0,01.04.2020,,1.0,,,,"Schaffhauserstrasse 264, 8057 Zürich",2020-01-29,zuerich,2020-02-26,1962,1.0,,1.0,,,,,,1.0 +22867270,Wohnung,1500.0,,,,2.5,,nachVereinbarung,,,,,,8045 Zürich ZH,2020-01-28,zuerich,2020-02-26,,,,,,,,,, +22848354,Wohnung,2315.0,2035.0,280.0,76.0,3.5,0.0,16.05.2020,,,50.0,50.0,5.0,"Im Walder 15/17, 8008 Zürich",2020-01-28,zuerich,2020-02-26,1952,,,,,110.0,400.0,400.0,,1.0 +22847640,Wohnung,2050.0,1750.0,300.0,80.0,4.5,2.0,01.04.2020,,1.0,330.0,330.0,4.0,"Sihlweidstrasse 62, 8041 Zürich",2020-01-29,zuerich,2020-02-26,1974,,1.0,,,350.0,200.0,,, +22833850,Wohnung,1614.0,1461.0,153.0,47.0,2.0,1.0,01.04.2020,,,,,6.0,"Limmattalstrasse 359, 8049 Zürich",2020-01-28,zuerich,2020-02-26,2018,,,1.0,,,,,, +22837280,Wohnung,8200.0,7600.0,600.0,260.0,6.5,,,,,,,3.0,8002 Zürich,2020-01-29,zuerich,2020-02-26,1911,,,,,,,,, +22937544,Wohnung,2670.0,2450.0,220.0,65.0,2.5,0.0,01.04.2020,1.0,1.0,,,,"Scheuchzerstrasse 79, 8006 Zürich",2020-01-28,zuerich,2020-02-26,,,,,1.0,,,,,1.0 +22846986,Wohnung,1795.0,1515.0,280.0,59.0,2.0,1.0,nachVereinbarung,,,700.0,1000.0,4.0,"Bombachstr. 26, 8049 Zürich",2020-01-29,zuerich,2020-02-26,1953,,1.0,,1.0,700.0,700.0,700.0,, +22967885,Wohnung,3479.0,3189.0,290.0,135.0,4.5,1.0,01.04.2020,1.0,1.0,,,5.0,"Klosterweg 14, 8044 Zürich",2020-01-28,zuerich,2020-02-26,1999,,,,1.0,,,,, +22830266,Wohnung,4850.0,4500.0,350.0,125.0,3.5,8.0,01.04.2020,1.0,1.0,,,,"Gustav-Gull-Platz 4, 8004 Zürich ZH",2020-01-28,zuerich,2020-02-26,,,,1.0,,,,,, +23024645,Wohnung,1656.0,,,65.0,3.0,,01.04.2020,,,,,,"Herbstweg 72, 8050 Zürich",2020-01-27,zuerich,2020-02-26,,,,,,,,,, +22831635,Wohnung,2290.0,2050.0,240.0,69.0,2.5,,15.06.2020,1.0,,150.0,150.0,4.0,"In der Ey 68, 8047 Zürich",2020-01-28,zuerich,2020-02-26,2020,,1.0,1.0,,500.0,500.0,750.0,5000.0, +22831292,Wohnung,4850.0,4500.0,350.0,140.0,6.0,0.0,01.04.2020,,,,,,"Universitätstrasse 51, 8006 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22834843,Wohnung,1950.0,,,,2.0,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-01-28,zuerich,2020-02-26,,,,,,,,,, +22830315,Wohnung,1237.0,,,,1.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-01-28,zuerich,2020-02-26,,,,,,,,,, +22829163,Wohnung,2880.0,2700.0,180.0,93.0,4.5,2.0,01.04.2020,1.0,,50.0,800.0,3.0,"Zweiackerstrasse 59, 8053 Zürich",2020-01-27,zuerich,2020-02-26,1979,,1.0,1.0,1.0,100.0,1000.0,,, +22829579,Wohnung,2650.0,2500.0,150.0,104.0,4.5,0.0,01.04.2020,,,,,,"Tennmoosstrasse 11, 8044 Gockhausen",2020-01-27,zuerich,2020-02-26,,,,,,,,,, +22831785,Wohnung,2020.0,1800.0,220.0,78.0,3.5,,,,,,,,8053 Zürich,2020-01-28,zuerich,2020-02-26,,,,,,,,,, +22833238,Wohnung,2020.0,1800.0,220.0,78.0,3.5,0.0,01.04.2020,,,,,5.0,"Buchzelgstrasse 55, 8053 Zürich",2020-01-28,zuerich,2020-02-26,1970,,,,,,,,, +22869622,Wohnung,2980.0,2800.0,180.0,75.0,3.5,1.0,sofort,1.0,,,,,"Südstrasse 7, 8008 Zürich",2020-01-27,zuerich,2020-02-26,,1.0,,,,,,,, +22825950,Wohnung,2111.0,1871.0,240.0,45.0,1.5,2.0,01.04.2020,,,,,,"Niederdorfstrasse 35, 8001 Zürich",2020-01-27,zuerich,2020-02-26,1700,,,1.0,,,,,, +22824034,Wohnung,7330.0,6730.0,600.0,158.0,4.5,1.0,01.04.2020,,,,,2.0,"Zollikerstrasse 203c, 8008 Zürich",2020-01-27,zuerich,2020-02-26,2016,,1.0,,,,,,, +22823803,Wohnung,1836.0,1711.0,125.0,67.0,2.5,4.0,01.05.2020,,1.0,,,5.0,"Arianestrasse 19, 8052 Zürich",2020-01-27,zuerich,2020-02-26,2013,,1.0,,1.0,,,,, +22848565,Wohnung,1790.0,1590.0,200.0,60.0,2.5,3.0,01.04.2020,1.0,,,,,"Schwammendingerstr. 81, 8050 Zürich",2020-01-27,zuerich,2020-02-26,,,,1.0,,,,,, +22825626,Wohnung,3545.0,3200.0,345.0,92.0,3.5,3.0,01.04.2020,,,700.0,700.0,4.0,"Pestalozzistrasse 41, 8032 Zürich",2020-01-27,zuerich,2020-02-26,1940,,,,,700.0,400.0,400.0,, +22823024,Wohnung,1600.0,,,70.0,1.0,3.0,sofort,,,,,,"Glockengasse 16, 8001 Zürich ZH",2020-01-27,zuerich,2020-02-26,,,,,,,,,, +22827027,Dachwohnung,2940.0,2700.0,240.0,110.0,4.5,5.0,nachVereinbarung,1.0,,,,5.0,"Mutschellenstrasse 61, 8038 Zürich",2020-01-27,zuerich,2020-02-26,1897,,1.0,1.0,,,,,,1.0 +22899919,Wohnung,2160.0,1920.0,240.0,64.0,2.5,2.0,01.05.2020,1.0,,,,,"Hofwiesenstrasse 116, 8057 Zürich",2020-01-27,zuerich,2020-02-26,,1.0,,,1.0,,,,, +22822820,Wohnung,1120.0,1060.0,60.0,25.0,1.5,1.0,01.04.2020,1.0,,300.0,300.0,,"Wehntalerstrasse 502, 8046 Zürich ZH",2020-01-27,zuerich,2020-02-26,,,,1.0,,,,,1000.0, +22822022,Wohnung,1700.0,1560.0,140.0,47.0,1.0,5.0,01.05.2020,1.0,,,,,"Winterthurerstrasse 304, 8057 Zürich",2020-01-26,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22813973,Wohnung,3650.0,,,85.0,2.5,5.0,01.04.2020,1.0,1.0,250.0,250.0,,"Seestrasse 43, 8002 Zürich",,zuerich,2020-02-26,,,,,,,,,2000.0, +22815847,Wohnung,6950.0,6700.0,250.0,142.0,4.5,5.0,,,1.0,,,,8001 Zürich,2020-01-25,zuerich,2020-02-26,1886,,,,,,,,, +22925942,Wohnung,1089.0,,,,1.0,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-01-24,zuerich,2020-02-26,,,,,,,,,, +22814174,Wohnung,6800.0,6560.0,240.0,170.0,5.5,1.0,01.04.2020,1.0,1.0,450.0,450.0,,"Freudenbergstrasse 73, 8044 Zürich",2020-01-24,zuerich,2020-02-26,,,,,,,,,, +22812805,Wohnung,2095.0,1855.0,240.0,80.0,3.5,2.0,sofort,1.0,,,,,"Käshaldenstrasse 25, 8052 Zürich",2020-01-24,zuerich,2020-02-26,,,,,1.0,,,,,1.0 +22818574,Wohnung,2890.0,2680.0,210.0,83.0,3.5,0.0,01.04.2020,1.0,,100.0,200.0,,"Hufgasse 19, 8008 Zürich",2020-01-24,zuerich,2020-02-26,,,,,,,400.0,600.0,, +22828476,Wohnung,1370.0,1210.0,160.0,,1.0,0.0,01.04.2020,,,,,,"Altenhofstrasse 45, 8008 Zürich",2020-01-24,zuerich,2020-02-26,,,,,,,,,, +22823352,Wohnung,760.0,,,13.0,1.0,0.0,sofort,1.0,1.0,,,,8048 Zürich ZH,2020-01-24,zuerich,2020-02-26,2010,,,1.0,,,,,, +22815524,Wohnung,5800.0,5100.0,700.0,146.0,5.5,1.0,,1.0,1.0,50.0,200.0,,"Signaustr. 10, 8008 Zürich",2020-01-25,zuerich,2020-02-26,2006,1.0,1.0,1.0,1.0,20.0,,,,1.0 +22813891,Wohnung,2080.0,1920.0,160.0,79.0,3.5,0.0,01.04.2020,1.0,,50.0,2000.0,5.0,"Spirackerstrasse 45, 8044 Gockhausen",2020-01-24,zuerich,2020-02-26,1999,,1.0,1.0,1.0,200.0,200.0,2000.0,2000.0,1.0 +22990282,Wohnung,979.0,903.0,76.0,24.0,1.0,0.0,01.04.2020,1.0,,100.0,500.0,4.0,"Wallisellenstr. 467, 8050 Zürich",2020-01-23,zuerich,2020-02-26,1954,,1.0,1.0,,,,,, +22971019,Wohnung,2753.0,2528.0,225.0,100.0,4.5,4.0,01.04.2020,,,40.0,100.0,5.0,"Mutschellenstrasse 95, 8038 Zürich",2020-01-23,zuerich,2020-02-26,1908,,,1.0,,,,,, +23003639,Wohnung,2675.0,2395.0,280.0,100.0,3.5,0.0,sofort,1.0,1.0,100.0,100.0,4.0,"Tulpenstrasse 43, 8051 Zürich",2020-01-23,zuerich,2020-02-26,2014,1.0,1.0,1.0,,,,,1000.0,1.0 +22926087,Wohnung,1200.0,,,,1.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-01-24,zuerich,2020-02-26,,,,,,,,,, +22807790,Wohnung,2630.0,2250.0,380.0,112.0,4.5,1.0,01.04.2020,,,800.0,1600.0,5.0,"Wiesliacher 95, 8053 Zürich",2020-01-23,zuerich,2020-02-26,1981,,1.0,1.0,1.0,400.0,2500.0,1400.0,, +22808611,Wohnung,1990.0,1900.0,90.0,80.0,4.0,2.0,16.04.2020,1.0,,,,4.0,"Sandacker 8, 8052 Zürich",2020-01-23,zuerich,2020-02-26,1949,,,1.0,1.0,,,,, +22809682,Attika,2190.0,2010.0,180.0,67.0,2.5,2.0,01.03.2020,1.0,1.0,,,4.0,"Schauenbergstrasse 40, 8046 Zürich",2020-01-23,zuerich,2020-02-26,2013,1.0,,1.0,,,,,,1.0 +22963827,Wohnung,1200.0,1050.0,150.0,15.0,1.0,6.0,sofort,1.0,1.0,,,,"Eisfeldstrasse 30, 8052 Zürich ZH",2020-01-24,zuerich,2020-02-26,2009,1.0,,1.0,,,,,,1.0 +22918969,Wohnung,2365.0,2150.0,215.0,60.0,3.0,1.0,01.04.2020,,,,,,"Brunnwiesenstr. 50, 8049 Zürich",2020-01-23,zuerich,2020-02-26,,,,,,,,,, +22806153,Wohnung,3090.0,2850.0,240.0,83.0,2.5,0.0,,1.0,1.0,100.0,100.0,4.0,"Turbinenstrasse 52, 8005 Zürich",2020-01-23,zuerich,2020-02-26,2013,,1.0,1.0,,,,,500.0, +23009345,Wohnung,1250.0,,,,1.5,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-01-23,zuerich,2020-02-26,,,,,,,,,, +22891025,Wohnung,2490.0,2290.0,200.0,,3.0,1.0,sofort,,,20.0,100.0,,"Feldstr. 141, 8004 Zürich",2020-01-23,zuerich,2020-02-26,,1.0,,1.0,1.0,,,,, +22804516,Wohnung,2100.0,,,,3.5,0.0,01.03.2020,1.0,,300.0,500.0,,"Altwiesenstrasse, 8051 Zürich",2020-01-23,zuerich,2020-02-26,,,1.0,,,200.0,400.0,500.0,5000.0,1.0 +22800562,Wohnung,1390.0,1230.0,160.0,29.0,1.0,4.0,sofort,,1.0,100.0,500.0,,"Hugostrasse 2, 8050 Zürich",2020-01-22,zuerich,2020-02-26,,,,,,100.0,200.0,700.0,100.0, +22800519,Wohnung,4150.0,3900.0,250.0,98.0,3.5,3.0,sofort,,,,,,"Strehlgasse 9, 8001 Zürich",2020-01-22,zuerich,2020-02-26,1558,,,,,,,,, +22827148,Wohnung,500.0,,,,1.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-01-23,zuerich,2020-02-26,,,,,,,,,, +22804836,Wohnung,1980.0,,,41.0,1.5,1.0,nachVereinbarung,1.0,,,,2.0,8032 Zürich ZH,2020-01-23,zuerich,2020-02-26,1971,1.0,1.0,1.0,,,,,, +23021882,Wohnung,2540.0,2296.0,244.0,,4.5,2.0,01.05.2020,1.0,,,,,"Ettenfeldstrasse 7, 8052 Zürich",2020-01-23,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22806178,Wohnung,1894.0,1690.0,204.0,87.0,4.0,2.0,sofort,1.0,,300.0,300.0,,"Buhnstrasse 12, 8052 Zürich",2020-01-23,zuerich,2020-02-26,,,,1.0,,,,,, +22797474,Wohnung,2700.0,2500.0,200.0,81.0,3.0,0.0,sofort,1.0,1.0,,,,"Freudenbergstrasse 97, 8044 Zürich",2020-01-22,zuerich,2020-02-26,,,,1.0,,,,,, +22693140,Wohnung,1300.0,,,70.0,1.0,2.0,01.04.2020,,,,,,8048 Zürich ZH,2020-01-22,zuerich,2020-02-26,,,,1.0,,,,,, +22794409,Wohnung,16500.0,,,260.0,5.5,6.0,nachVereinbarung,1.0,1.0,,,,"Laternengasse 5, 8001 Zürich",2020-01-22,zuerich,2020-02-26,1858,,,,,,,,, +22795343,Wohnung,1880.0,,,34.0,1.5,1.0,01.05.2020,,1.0,,,3.0,"Turbinenstrasse 46, 8005 Zürich",2020-01-22,zuerich,2020-02-26,2013,,,1.0,,,,,, +22971021,Wohnung,1390.0,1255.0,135.0,,1.0,0.0,sofort,,,50.0,50.0,,"Hopfenstrasse 17, 8045 Zürich",2020-01-22,zuerich,2020-02-26,,,,1.0,,,,,500.0, +22795802,Wohnung,2248.0,1998.0,250.0,,3.5,1.0,01.04.2020,1.0,1.0,250.0,250.0,,"Diggelmannstr. 22, 8047 Zürich",,zuerich,2020-02-26,1972,,,1.0,1.0,250.0,250.0,300.0,,1.0 +22935404,Wohnung,3480.0,3200.0,280.0,90.0,4.0,1.0,sofort,1.0,,10.0,50.0,,"Seestrasse 334, 8038 Zürich",2020-01-22,zuerich,2020-02-26,,1.0,1.0,1.0,,600.0,700.0,700.0,, +23012819,Wohnung,1310.0,1130.0,180.0,55.0,2.5,2.0,01.04.2020,1.0,1.0,500.0,500.0,5.0,"Stiglenstrasse 39, 8052 Zürich",2020-01-21,zuerich,2020-02-26,1967,,,1.0,,500.0,500.0,500.0,1000.0, +22797476,Attika,5330.0,4825.0,505.0,203.0,3.0,6.0,,1.0,1.0,,,4.0,"Giesshübelstrasse 62b, 8045 Zürich",2020-01-22,zuerich,2020-02-26,2008,1.0,,1.0,,,,,,1.0 +16765312,Wohnung,3250.0,3000.0,250.0,90.0,3.5,,sofort,1.0,,200.0,650.0,2.0,"Kelchweg, 8048 Zürich",2020-01-22,zuerich,2020-02-26,2011,1.0,,1.0,,,,,2800.0, +22785024,Wohnung,1145.0,,,,1.0,5.0,01.04.2020,1.0,1.0,,,,"Bederstrasse, 119, 8002 Zürich ZH",2020-01-21,zuerich,2020-02-26,,,,,,,,,, +22786696,Wohnung,3690.0,3490.0,200.0,88.0,1.5,5.0,nachVereinbarung,,,,,,"Vulkanstrasse 110c, 8048 Zürich",2020-01-21,zuerich,2020-02-26,,,,,,,,,, +22870600,Studio,1200.0,,,33.0,1.0,,nachVereinbarung,,,,,,"CONTACT ME BY EMAIL: sem330@gmx.com, 8006 Zürich",2020-01-21,zuerich,2020-02-26,,,,,,,,,, +14494958,Wohnung,4450.0,,,103.0,2.0,2.0,01.05.2020,,1.0,30.0,100.0,,"Zeltweg 93, 8032 Zürich",2020-01-21,zuerich,2020-02-26,,,,,,,,,3300.0,1.0 +22788910,Wohnung,1900.0,1700.0,200.0,50.0,3.0,0.0,01.04.2020,1.0,,100.0,250.0,,"Frohalpstrasse 89, 8038 Zürich",2020-01-21,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,1000.0, +22787956,Wohnung,2150.0,,,60.0,3.0,1.0,01.04.2020,,1.0,,,,"Hardturmstrasse 106, 8005 Zürich ZH",2020-01-21,zuerich,2020-02-26,,,1.0,,,,,,, +23001501,Wohnung,1700.0,1400.0,300.0,68.0,4.0,0.0,16.03.2020,,,100.0,500.0,5.0,"Schumacherweg 27, 8046 Zürich",2020-01-21,zuerich,2020-02-26,1956,,,,,200.0,300.0,300.0,, +22789827,Loft,2800.0,,,,2.5,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-01-21,zuerich,2020-02-26,,,,,,,,,, +23018948,Wohnung,1780.0,1550.0,230.0,55.0,2.0,1.0,01.04.2020,1.0,1.0,500.0,500.0,4.0,"Tramstr. 91, 8050 Zürich",2020-01-21,zuerich,2020-02-26,1989,,1.0,1.0,1.0,250.0,250.0,1000.0,1500.0, +22790082,Wohnung,3540.0,3340.0,200.0,70.0,3.5,4.0,01.04.2020,1.0,1.0,150.0,800.0,,"Geranienstrasse 14, 8008 Zürich",,zuerich,2020-02-26,,1.0,1.0,,,,,,,1.0 +22782088,Wohnung,1170.0,970.0,200.0,38.0,1.5,2.0,01.03.2020,,1.0,,200.0,5.0,"Winterthurerstr. 76, 8006 Zürich",2020-01-20,zuerich,2020-02-26,1940,,1.0,1.0,,400.0,400.0,400.0,2000.0, +22784948,Wohnung,30.0,,,,,,nachVereinbarung,,,,,,8046 Zürich ZH,2020-01-21,zuerich,2020-02-26,,,,,,,,,, +22784058,Maisonette,2170.0,1880.0,290.0,100.0,2.5,0.0,,1.0,1.0,,,,"Witikonerstr. 368, 8053 Zürich",2020-01-20,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22783723,Wohnung,2558.0,2364.0,194.0,89.0,2.5,-1.0,nachVereinbarung,,,75.0,400.0,,"Carl Spitteler-Strasse 32, 8053 Zürich",,zuerich,2020-02-26,2012,,,,,,,,8700.0, +22784047,Wohnung,2350.0,,,97.0,3.5,6.0,,1.0,1.0,160.0,370.0,4.0,"Michael Maggi-Strasse 4, 8046 Zürich",2020-01-20,zuerich,2020-02-26,2009,,,1.0,,420.0,420.0,,600.0,1.0 +22781048,Wohnung,1410.0,1330.0,80.0,33.0,1.5,1.0,sofort,1.0,,350.0,450.0,3.0,"Frohburgstrasse 303, 8057 Zürich",2020-01-20,zuerich,2020-02-26,1969,1.0,,,,,,,900.0,1.0 +22781027,Wohnung,5670.0,5205.0,465.0,132.0,3.5,3.0,01.04.2020,1.0,1.0,100.0,100.0,3.0,"Mittelbergsteig 12, 8044 Zürich",2020-01-20,zuerich,2020-02-26,2010,,,,,,,,,1.0 +22993494,Wohnung,600.0,,,,2.5,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-01-21,zuerich,2020-02-26,,,,,,,,,, +22782155,Wohnung,1345.0,1220.0,125.0,,3.0,1.0,01.04.2020,1.0,,,,,"Glatttalstrasse 137, 8052 Zürich",2020-01-20,zuerich,2020-02-26,,,,,,,,,, +22781046,Wohnung,2810.0,2650.0,160.0,112.0,4.5,3.0,,1.0,1.0,,,,"Wiesliacher 61, 8053 Zürich",2020-01-20,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22780987,Wohnung,1800.0,,,42.0,1.5,1.0,,,,,,,"Hufgasse 15, 8008 Zürich",2020-01-22,zuerich,2020-02-26,,1.0,,,,,,,, +22780528,Wohnung,3500.0,,,117.0,3.5,,nachVereinbarung,,,,,,"Giacomettistrasse, 8049 Zürich",2020-01-20,zuerich,2020-02-26,,,,,,,,,, +22781014,Maisonette,3170.0,2990.0,180.0,80.0,2.5,5.0,sofort,1.0,1.0,,,,"Elsastrasse 15, 8004 Zürich",2020-01-20,zuerich,2020-02-26,,,,,,,,,, +22786030,Wohnung,2790.0,2590.0,200.0,74.0,3.5,2.0,01.03.2020,,,,,,"Regensdorferstrasse 72, 8049 Zürich",2020-01-20,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22781010,Wohnung,3900.0,3680.0,220.0,110.0,4.5,4.0,,1.0,1.0,,,,"Birmensdorferstrasse 93, 8003 Zürich",2020-01-20,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22777623,Wohnung,3400.0,,,,2.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-01-20,zuerich,2020-02-26,,,,,,,,,, +22781008,Wohnung,3600.0,,,74.0,2.5,1.0,sofort,1.0,1.0,150.0,300.0,3.0,"Brandschenkestrasse 64, 8002 Zürich",2020-01-20,zuerich,2020-02-26,2015,,,1.0,,,,,500.0, +22422600,Wohnung,4640.0,4300.0,340.0,118.0,4.5,2.0,sofort,1.0,1.0,,,,"Dufourstrasse 188, 8008 Zürich",2020-01-20,zuerich,2020-02-26,,,,,,,,,, +22782191,Wohnung,1720.0,1550.0,170.0,55.0,2.0,2.0,sofort,,,,,4.0,"Regensdorferstrasse 62, 8049 Zürich",2020-01-20,zuerich,2020-02-26,1957,,,1.0,,,,,, +22777463,Wohnung,1100.0,,,13.0,1.0,2.0,sofort,1.0,1.0,,,,"Oerlikonerstrasse 54A, 8057 Zürich ZH",2020-01-20,zuerich,2020-02-26,2010,1.0,,,,,,,,1.0 +22770492,Wohnung,1750.0,,,,2.5,3.0,02.03.2020,1.0,,,,,8003 Zürich ZH,2020-01-18,zuerich,2020-02-26,,,,1.0,,,,,, +22937547,Wohnung,5695.0,5230.0,465.0,160.0,6.0,1.0,01.04.2020,1.0,1.0,100.0,500.0,,"Sonneggstrasse 88, 8006 Zürich",2020-01-18,zuerich,2020-02-26,,,,1.0,1.0,350.0,400.0,550.0,1800.0, +22770585,Wohnung,4150.0,3920.0,230.0,109.0,3.5,14.0,01.04.2020,,,,,,"Neunbrunnenstr. 38, 8050 Zürich",2020-01-18,zuerich,2020-02-26,,,,,,,,,, +22770590,Wohnung,1880.0,1720.0,160.0,58.0,3.0,0.0,01.04.2020,1.0,,,,,"Schaffhauserstrasse 488, 8052 Zürich",2020-01-18,zuerich,2020-02-26,,1.0,,,,,,,, +22770592,Wohnung,3200.0,2850.0,350.0,110.0,4.5,1.0,01.04.2020,1.0,1.0,,,3.0,"Allenmoosstrasse 115, 8057 Zürich",2020-01-18,zuerich,2020-02-26,1964,,,1.0,1.0,,,,,1.0 +22777351,Wohnung,1250.0,1100.0,150.0,20.0,1.0,3.0,sofort,1.0,1.0,,,4.0,"Ruedi-Walter-Strasse, 3, 8050 Zürich ZH",2020-01-20,zuerich,2020-02-26,2014,1.0,,1.0,,,,,,1.0 +22777404,Wohnung,3930.0,,,88.0,4.5,2.0,nachVereinbarung,1.0,1.0,,,,"Kreuzstrasse, 40, 8008 Zürich ZH",2020-01-20,zuerich,2020-02-26,,,,1.0,,,,,, +22777353,Wohnung,1575.0,1515.0,60.0,99.0,1.0,2.0,31.03.2020,1.0,1.0,,,,8005 Zürich ZH,2020-01-20,zuerich,2020-02-26,2005,,,,,,,,, +22770019,Wohnung,1430.0,1345.0,85.0,30.0,1.0,0.0,sofort,1.0,,,,4.0,"Merkurstrasse 54, 8032 Zürich ZH",2020-01-17,zuerich,2020-02-26,1901,,1.0,,,,,,, +22774720,Wohnung,1695.0,1525.0,170.0,27.0,1.0,1.0,01.04.2020,,,10.0,100.0,,"Veilchenstrasse 14, 8032 Zürich",2020-01-18,zuerich,2020-02-26,1960,,,1.0,,,,,, +22852683,Wohnung,3845.0,3500.0,345.0,120.0,5.0,2.0,01.03.2020,1.0,,120.0,,5.0,"Stampfenbachstrasse, 8006 Zürich",2020-01-17,zuerich,2020-02-26,1897,,1.0,1.0,,,,,, +22936987,Wohnung,2600.0,2400.0,200.0,64.0,3.5,,nachVereinbarung,1.0,,,,,8008 Zürich,2020-01-17,zuerich,2020-02-26,,,,,,,,,, +22768510,Wohnung,2170.0,2010.0,160.0,55.0,2.5,3.0,01.04.2020,,1.0,,,5.0,"Werdstrasse 122 (B2), 8003 Zürich",2020-01-17,zuerich,2020-02-26,2017,,1.0,1.0,1.0,,,,, +22916086,Wohnung,1800.0,,,,2.5,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-01-17,zuerich,2020-02-26,,,,,,,,,, +22773089,Wohnung,4190.0,3890.0,300.0,120.0,4.5,4.0,15.03.2020,,,,,,"Seefeldstrasse 202, 8008 Zürich",2020-01-17,zuerich,2020-02-26,,,,,,,,,, +22907629,Wohnung,2100.0,,,,2.5,,nachVereinbarung,,,,,,8047 Zürich ZH,2020-01-17,zuerich,2020-02-26,,,,,,,,,, +22772042,Dachwohnung,2968.0,2760.0,208.0,130.0,3.5,3.0,nachVereinbarung,1.0,,500.0,500.0,3.0,"Holderbachweg 21 A, 8046 Zürich",,zuerich,2020-02-26,1972,,1.0,1.0,1.0,300.0,,,3000.0,1.0 +22764888,Wohnung,1800.0,,,,1.0,6.0,01.03.2020,1.0,1.0,,,,"Europaallee 45, 8004 Zürich ZH",2020-01-17,zuerich,2020-02-26,2017,1.0,,1.0,,,,,,1.0 +22827616,Wohnung,1200.0,,,,1.0,3.0,sofort,1.0,1.0,,,,8051 Zürich ZH,2020-01-16,zuerich,2020-02-26,,,,,,,,,, +22756264,Wohnung,2170.0,1890.0,280.0,,3.5,2.0,sofort,1.0,,,,,"Buchholzstrasse 171, 8053 Zürich",2020-01-16,zuerich,2020-02-26,,,,,,,,,, +22755819,Wohnung,8150.0,7350.0,800.0,218.0,4.5,,nachVereinbarung,,1.0,,,,"Pfingstweidstrasse 98, 8005 Zürich",2020-01-16,zuerich,2020-02-26,2013,,,,,,,,,1.0 +22759005,Wohnung,1973.0,1800.0,173.0,64.0,2.0,-1.0,16.04.2020,,,50.0,800.0,,"Imbisbühlstrasse 55, 8049 Zürich",2020-01-16,zuerich,2020-02-26,1948,,1.0,1.0,,325.0,92.0,92.0,, +22753365,Attika,4200.0,3950.0,250.0,77.0,4.0,4.0,nachVereinbarung,,,,,,"Clausiusstr. 62, 8006 Zürich",2020-01-15,zuerich,2020-02-26,,,,,,,,,, +22755805,Wohnung,8150.0,7350.0,800.0,218.0,4.5,,,,,,,,8005 Zürich,2020-01-16,zuerich,2020-02-26,,,,,,,,,, +22783526,Wohnung,2332.0,2122.0,210.0,,4.5,1.0,01.04.2020,1.0,,,,,"Griesernweg 33, 8037 Zürich",2020-01-15,zuerich,2020-02-26,,,,,,,,,, +22756321,Wohnung,1440.0,,,45.0,1.5,4.0,nachVereinbarung,1.0,,,,5.0,"Waffenplatzstrasse 68, 8002 Zürich",2020-01-16,zuerich,2020-02-26,1970,,,,,,,,, +22301802,Studio,55.0,,,,2.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-01-16,zuerich,2020-02-26,,,,,,,,,, +22936442,Wohnung,2900.0,2600.0,300.0,85.0,3.5,0.0,sofort,1.0,,,,,"Witikonerstrasse 315, 8053 Zürich",2020-01-15,zuerich,2020-02-26,,,,1.0,1.0,,,,, +22745106,Wohnung,2250.0,1950.0,300.0,112.0,2.5,3.0,sofort,1.0,1.0,400.0,400.0,,"Mattackerstrasse 29, 8052 Zürich",2020-01-14,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22748289,Wohnung,2330.0,2120.0,210.0,87.0,2.5,0.0,nachVereinbarung,,1.0,150.0,250.0,4.0,"Hüttisstr. 6, 8050 Zürich",2020-01-15,zuerich,2020-02-26,1993,,,,,200.0,600.0,600.0,, +22752840,Wohnung,2940.0,2700.0,240.0,86.0,3.5,3.0,01.04.2020,,1.0,,50.0,4.0,"Tramstrasse 2, 8050 Zürich",2020-01-15,zuerich,2020-02-26,2016,,1.0,1.0,,170.0,200.0,200.0,, +22744849,Wohnung,3230.0,2850.0,380.0,105.0,4.5,1.0,01.03.2020,,1.0,,300.0,5.0,"Alfred Escher-Str. 46, 8002 Zürich",2020-01-14,zuerich,2020-02-26,1950,,1.0,1.0,1.0,500.0,63.0,500.0,1500.0, +22745084,Wohnung,6400.0,5950.0,450.0,141.0,4.5,2.0,,1.0,1.0,200.0,,3.0,8032 Zürich,2020-01-14,zuerich,2020-02-26,2019,1.0,,1.0,1.0,,,,, +22746944,Wohnung,3840.0,3500.0,340.0,135.0,4.5,4.0,sofort,1.0,1.0,20.0,200.0,2.0,"Brown Boveri-Str. 12, 8050 Zürich",2020-01-14,zuerich,2020-02-26,2000,,1.0,,,300.0,300.0,300.0,,1.0 +22745041,Wohnung,3100.0,2850.0,250.0,65.0,2.5,3.0,,1.0,1.0,10.0,10.0,,"Oberdorfstrasse 2, 8001 Zürich",2020-01-14,zuerich,2020-02-26,,,,1.0,,,,,, +22745083,Maisonette,5500.0,,,180.0,5.5,3.0,sofort,1.0,,250.0,250.0,4.0,"Höhenweg 19, 8032 Zürich",2020-01-14,zuerich,2020-02-26,1924,1.0,,1.0,1.0,400.0,400.0,400.0,,1.0 +22897606,Wohnung,2100.0,1950.0,150.0,48.0,2.0,0.0,sofort,,1.0,100.0,50.0,4.0,"Schöntalstrasse 27, 8004 Zürich",2020-01-14,zuerich,2020-02-26,1890,,,1.0,1.0,10.0,300.0,,, +22740010,Wohnung,2390.0,,,,3.0,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-01-14,zuerich,2020-02-26,,,,,,,,,, +22745304,Wohnung,2270.0,2100.0,170.0,48.0,2.5,2.0,sofort,,,,,,"Regensdorferstrasse 72, 8049 Zürich",2020-01-14,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22743450,Wohnung,1715.0,1500.0,215.0,61.0,2.5,0.0,01.03.2020,1.0,1.0,100.0,200.0,5.0,"Fuchsiastr. 11, 8048 Zürich",2020-01-14,zuerich,2020-02-26,1993,,1.0,1.0,1.0,100.0,700.0,700.0,,1.0 +22745136,Wohnung,2500.0,2280.0,220.0,64.0,2.5,1.0,01.04.2020,,1.0,,,5.0,"Forchstrasse 150, 8032 Zürich",2020-01-14,zuerich,2020-02-26,2016,,,,,,,,, +22746667,Wohnung,1990.0,1760.0,230.0,82.0,3.0,0.0,01.05.2020,,,,,5.0,"Kienastenwiesweg 31, 8053 Zürich",2020-01-14,zuerich,2020-02-26,1971,,,,,,,,, +22739253,Maisonette,4332.0,4067.0,265.0,147.0,4.5,0.0,01.04.2020,1.0,1.0,450.0,450.0,5.0,"Loorenstrasse 66, 8053 Zürich",2020-01-14,zuerich,2020-02-26,2018,1.0,1.0,,1.0,700.0,700.0,,6000.0,1.0 +22741062,Dachwohnung,3260.0,3033.0,227.0,72.0,3.5,2.0,nachVereinbarung,1.0,,,129.0,3.0,8002 Zürich,2020-01-14,zuerich,2020-02-26,1992,,1.0,1.0,,,,,, +22746872,Wohnung,3640.0,3340.0,300.0,109.0,3.5,18.0,01.04.2020,,1.0,,,2.0,"Leutschenbachstrasse 50/50a, 8050 Zürich",2020-01-14,zuerich,2020-02-26,2010,,,,,,,,,1.0 +22739249,Wohnung,1703.0,1528.0,175.0,75.0,2.5,1.0,01.04.2020,1.0,,100.0,200.0,,"Köschenrütistrasse 6, 8052 Zürich",2020-01-14,zuerich,2020-02-26,,,,1.0,,500.0,500.0,,1800.0,1.0 +22741330,Dachwohnung,3260.0,3033.0,227.0,72.0,3.5,,nachVereinbarung,1.0,,148.0,129.0,3.0,"Zürich, 8002 Zürich",2020-01-14,zuerich,2020-02-26,1992,,,1.0,,,,,, +22736146,Wohnung,2661.0,2311.0,350.0,103.0,4.5,2.0,,,,,,,8052 Zürich,2020-01-13,zuerich,2020-02-26,,,,,,,,,, +23001512,Wohnung,2050.0,1770.0,280.0,90.0,3.5,2.0,01.04.2020,1.0,,250.0,600.0,,"Im Glockenacker 59, 8053 Zürich",2020-01-13,zuerich,2020-02-26,,1.0,1.0,1.0,1.0,,,,,1.0 +22988570,Wohnung,2200.0,1990.0,210.0,38.0,2.0,3.0,01.04.2020,,1.0,,,,"Rindermarkt 18, 8001 Zürich",2020-01-14,zuerich,2020-02-26,1375,,1.0,1.0,,,,,, +22736811,Wohnung,1865.0,1710.0,155.0,58.0,2.0,2.0,01.03.2020,,1.0,,,,"Badenerstrasse 434, 8004 Zürich",2020-01-13,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22736106,Wohnung,3850.0,3600.0,250.0,115.0,2.5,19.0,,1.0,1.0,,,4.0,"Pfingstweidstrasse 98, 8005 Zürich",2020-01-13,zuerich,2020-02-26,2016,,,1.0,,,,,,1.0 +22963824,Wohnung,1500.0,,,,2.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-01-13,zuerich,2020-02-26,,,,,,,,,, +23008034,Wohnung,2950.0,2700.0,250.0,95.0,3.0,0.0,sofort,1.0,,200.0,300.0,4.0,"Friedhofstrasse 64, 8048 Zürich",,zuerich,2020-02-26,2019,,,1.0,1.0,200.0,200.0,200.0,500.0, +22740113,Wohnung,2266.0,2056.0,210.0,73.0,2.5,11.0,nachVereinbarung,1.0,1.0,50.0,20.0,3.0,"Grosswiesenstrasse 167, 8051 Zürich",2020-01-14,zuerich,2020-02-26,2014,,,,,,,,,1.0 +22738172,Wohnung,2661.0,2311.0,350.0,103.0,4.5,2.0,01.04.2020,,,70.0,1000.0,3.0,"Leimgrübelstrasse 22, 8052 Zürich",2020-01-13,zuerich,2020-02-26,1974,1.0,,1.0,,300.0,1100.0,1100.0,,1.0 +22736591,Wohnung,2660.0,2460.0,200.0,80.0,3.5,1.0,01.04.2020,1.0,,,,,"Stapferstrasse 41c, 8006 Zürich",2020-01-13,zuerich,2020-02-26,,,,1.0,,,,,, +22830190,Maisonette,2980.0,,,,4.0,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22733655,Wohnung,3250.0,3000.0,250.0,100.0,4.0,2.0,01.03.2020,1.0,,50.0,100.0,4.0,"Schaffhauserplatz, 8006 Zürich",2020-01-13,zuerich,2020-02-26,1935,,,1.0,,,,,, +22732592,Wohnung,1600.0,,,26.0,1.0,3.0,sofort,1.0,,,,,"Stampfenbachstrasse 151, 8006 Zürich ZH",2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22740016,Wohnung,110.0,,,,1.0,,nachVereinbarung,,,,,,8051 Zürich ZH,2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22737001,Wohnung,1890.0,1717.0,173.0,56.0,3.0,2.0,01.04.2020,,,,,,"Griesernweg 21, 8037 Zürich",2020-01-13,zuerich,2020-02-26,,,,1.0,,,,,, +22732952,Wohnung,1100.0,,,,1.0,,nachVereinbarung,,,,,,8053 Zürich ZH,2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22735137,Wohnung,2027.0,1812.0,215.0,,3.5,1.0,01.04.2020,1.0,1.0,30.0,200.0,,"Naglerwiesenstrasse 42, 8049 Zürich",,zuerich,2020-02-26,1982,,,1.0,1.0,200.0,300.0,500.0,,1.0 +22735169,Wohnung,1680.0,1460.0,220.0,,2.0,3.0,sofort,1.0,1.0,,,,"Ackerstrasse, 31, 8005 Zürich ZH",2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22734534,Wohnung,3945.0,3755.0,190.0,86.0,2.5,,01.04.2020,1.0,,,,,"Traubenstrasse, 8002 Zürich",2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22736097,Wohnung,8900.0,,,189.0,6.0,3.0,sofort,,1.0,10.0,10.0,,8002 Zürich,2020-01-13,zuerich,2020-02-26,,,,1.0,,,,,, +22726078,Maisonette,3995.0,3595.0,400.0,182.0,5.5,0.0,01.04.2020,1.0,1.0,,100.0,5.0,"Buckhauserstrasse 31, 8048 Zürich",2020-01-11,zuerich,2020-02-26,2007,1.0,,,1.0,,,,,1.0 +22724464,Wohnung,180.0,,,,,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-01-10,zuerich,2020-02-26,,,,,,,,,, +22725649,Wohnung,6560.0,5720.0,840.0,305.0,12.5,3.0,sofort,,1.0,100.0,,,"Genossenschaftsstrasse 13, 8050 Zürich",2020-01-11,zuerich,2020-02-26,2015,,,,1.0,50.0,100.0,100.0,, +22112731,Wohnung,2650.0,2300.0,350.0,96.0,3.5,0.0,nachVereinbarung,1.0,1.0,,500.0,,"Furttalstrasse, 8046 Zürich",,zuerich,2020-02-26,2019,,1.0,1.0,1.0,400.0,600.0,,900.0,1.0 +22726725,Wohnung,3110.0,2850.0,260.0,78.0,2.5,2.0,01.04.2020,,,100.0,300.0,,"Rebgasse 8, 8004 Zürich",2020-01-10,zuerich,2020-02-26,,,,,,,,,750.0, +22723109,Wohnung,1490.0,1280.0,210.0,41.0,1.0,1.0,01.04.2020,,1.0,,,,"Forsterstrasse 48, 8044 Zürich",2020-01-10,zuerich,2020-02-26,,,,,,,,,, +22727844,Wohnung,2812.0,2446.0,366.0,,5.5,2.0,,,,,,,"Tüfweg 1, 8044 Gockhausen",2020-01-11,zuerich,2020-02-26,,,,,,,,,, +22723112,Wohnung,1860.0,1650.0,210.0,57.0,3.0,0.0,16.04.2020,1.0,,,,,"Wehntalerstrasse 500, 8046 Zürich",2020-01-10,zuerich,2020-02-26,,1.0,,,,,,,, +22725655,Wohnung,3195.0,2975.0,220.0,100.0,3.5,0.0,01.04.2020,1.0,1.0,200.0,200.0,,"Berninastrasse, 8057 Zürich",2020-01-11,zuerich,2020-02-26,,1.0,,1.0,1.0,250.0,600.0,450.0,1200.0,1.0 +22722155,Wohnung,1750.0,1620.0,130.0,35.0,1.5,1.0,01.04.2020,,1.0,400.0,900.0,3.0,"Hofackerstr. 14, 8032 Zürich",2020-01-10,zuerich,2020-02-26,1962,,1.0,,,,,,, +22718919,Wohnung,2625.0,,,,3.0,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-01-10,zuerich,2020-02-26,,,,,,,,,, +22722147,Wohnung,1690.0,1510.0,180.0,58.0,2.5,0.0,01.03.2020,,1.0,200.0,300.0,3.0,"Aprikosenstr. 28, 8051 Zürich",2020-01-10,zuerich,2020-02-26,1958,,1.0,,,200.0,200.0,300.0,, +22723098,Wohnung,3100.0,2900.0,200.0,66.0,2.5,2.0,01.04.2020,1.0,1.0,,,4.0,"Arbenzstrasse 20, 8008 Zürich",2020-01-10,zuerich,2020-02-26,2019,,,1.0,,,,,, +22112734,Wohnung,2500.0,2150.0,350.0,94.0,3.5,0.0,nachVereinbarung,1.0,1.0,,,4.0,"Furttalstrasse, 8046 Zürich",2020-01-10,zuerich,2020-02-26,2019,1.0,1.0,1.0,1.0,,,,,1.0 +22719512,Wohnung,1443.0,1303.0,140.0,55.0,2.5,1.0,01.04.2020,1.0,,400.0,400.0,5.0,"Grossackerstrasse 102, 8041 Zürich",2020-01-10,zuerich,2020-02-26,1981,,,,,,,500.0,1500.0, +22716148,Wohnung,1100.0,,,,1.0,4.0,sofort,1.0,1.0,,,,8001 Zürich ZH,2020-01-09,zuerich,2020-02-26,,,,1.0,,,,,, +22722326,Maisonette,4281.0,3852.0,429.0,137.0,4.5,6.0,16.03.2020,,1.0,300.0,400.0,3.0,"Anemonenstrasse 40 F, 8047 Zürich",2020-01-10,zuerich,2020-02-26,2007,,,1.0,,200.0,600.0,600.0,, +22721606,Wohnung,1928.0,1650.0,278.0,72.0,3.0,2.0,01.04.2020,,1.0,300.0,1000.0,4.0,"Caspar-Wüst-Strasse 59, 8052 Zürich",2020-01-10,zuerich,2020-02-26,1968,1.0,1.0,1.0,,50.0,1700.0,1700.0,,1.0 +22370205,Wohnung,2500.0,2150.0,350.0,80.0,3.5,,,,,,,,8046 Zürich,2020-01-10,zuerich,2020-02-26,,,,,,,,,, +22714424,Wohnung,3500.0,3150.0,350.0,89.0,2.5,1.0,01.04.2020,1.0,,100.0,500.0,,"Winzerstrasse 5, 8049 Zürich",2020-01-20,zuerich,2020-02-26,,1.0,,,,,,,1000.0,1.0 +22714422,Wohnung,3600.0,3250.0,350.0,83.0,2.5,0.0,01.04.2020,1.0,,200.0,500.0,,"Winzerstrasse 5, 8049 Zürich",2020-01-20,zuerich,2020-02-26,,1.0,,,,,,,1000.0,1.0 +22710373,Wohnung,4975.0,,,110.0,4.0,2.0,,,,,,,8008 Zürich,2020-01-09,zuerich,2020-02-26,,,,,,,,,, +22714433,Wohnung,2295.0,2045.0,250.0,69.0,3.0,1.0,01.04.2020,1.0,1.0,100.0,,3.0,"Burstwiesenstrasse 62, 8055 Zürich",2020-01-09,zuerich,2020-02-26,1968,,1.0,1.0,,,,,, +22751112,Wohnung,3700.0,3350.0,350.0,105.0,2.5,20.0,sofort,,1.0,,,4.0,"Pfingstweidstrasse 98, 8005 Zürich",,zuerich,2020-02-26,2015,,1.0,1.0,,,,,, +23012853,Wohnung,600.0,,,,1.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-01-09,zuerich,2020-02-26,,,,,,,,,, +22715258,Wohnung,2460.0,2250.0,210.0,67.0,2.5,1.0,sofort,,1.0,,800.0,4.0,"Grabenwies 14, 8057 Zürich",2020-01-09,zuerich,2020-02-26,2013,,1.0,1.0,1.0,200.0,700.0,700.0,, +22714404,Loft,4400.0,4100.0,300.0,98.0,1.5,0.0,sofort,1.0,,200.0,10.0,3.0,"Lagerstrasse 101, 8004 Zürich",2020-01-09,zuerich,2020-02-26,2008,,,1.0,,,,,1400.0, +22714435,Wohnung,1460.0,1390.0,70.0,33.0,1.5,0.0,,1.0,,350.0,450.0,2.0,"Frohburgstrasse 303, 8057 Zürich",2020-01-09,zuerich,2020-02-26,1969,1.0,,,,,,,900.0,1.0 +22720602,Wohnung,2150.0,1940.0,210.0,78.0,3.0,2.0,01.04.2020,,,20.0,50.0,,"Schaffhauserstrasse 308, 8050 Zürich",2020-01-09,zuerich,2020-02-26,,,,,,300.0,300.0,300.0,, +21372668,Wohnung,3120.0,2800.0,320.0,95.0,3.5,2.0,sofort,,1.0,300.0,300.0,4.0,"Etzelsteig 1, 8038 Zürich",2020-01-08,zuerich,2020-02-26,1969,,1.0,1.0,1.0,,266.0,,, +22967898,Wohnung,2020.0,1800.0,220.0,76.0,2.5,1.0,01.04.2020,1.0,,50.0,150.0,,"Witikonerstrasse 427, 8053 Zürich",2020-01-09,zuerich,2020-02-26,,1.0,,1.0,,400.0,400.0,,3500.0, +22708241,Wohnung,2210.0,1960.0,250.0,75.0,2.0,1.0,sofort,1.0,,,,3.0,"Widmerstrasse 93, 8038 Zürich",2020-01-09,zuerich,2020-02-26,1949,,,1.0,,,,,, +22706053,Wohnung,1180.0,970.0,210.0,38.0,1.5,4.0,01.03.2020,,1.0,,200.0,5.0,"Winterthurerstr. 76, 8006 Zürich",2020-01-08,zuerich,2020-02-26,1940,,1.0,1.0,,400.0,400.0,400.0,2000.0, +22993541,Wohnung,1880.0,1690.0,190.0,52.0,2.0,2.0,sofort,1.0,,110.0,250.0,,"Badenerstrasse 653, 8048 Zürich",2020-01-08,zuerich,2020-02-26,,,,1.0,,,,,1700.0, +22712641,Terrassenwohnung,3900.0,,,82.0,3.5,1.0,nachVereinbarung,1.0,,270.0,400.0,,"Kapfstrasse 31, 8032 Zürich",2020-01-08,zuerich,2020-02-26,1980,,,,,,,,, +23026103,Wohnung,1150.0,,,,1.0,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-01-08,zuerich,2020-02-26,,,,,,,,,, +22705234,Wohnung,400.0,,,,1.0,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-01-08,zuerich,2020-02-26,,,,,,,,,, +23001480,Wohnung,5000.0,4650.0,350.0,130.0,4.5,,nachVereinbarung,1.0,1.0,,,,8006 Zürich,2020-01-09,zuerich,2020-02-26,,,,,,,,,, +22708227,Wohnung,3800.0,3510.0,290.0,73.0,1.5,4.0,01.04.2020,1.0,1.0,100.0,100.0,,"Am Schanzengraben 19, 8002 Zürich",2020-01-09,zuerich,2020-02-26,,,,,,,,,, +22705200,Wohnung,1762.0,1622.0,140.0,63.0,2.0,6.0,01.04.2020,,,50.0,50.0,,"Manessestrasse 128, 8045 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,,,,1000.0, +22702978,Wohnung,3900.0,3700.0,200.0,71.0,3.5,5.0,01.04.2020,,1.0,,,,"Manessestrasse 92, 8045 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,,,,, +22705194,Wohnung,3300.0,3000.0,300.0,155.0,4.5,2.0,01.08.2020,1.0,,,,6.0,"Frohburgstrasse 80, 8006 Zürich",2020-01-08,zuerich,2020-02-26,1920,1.0,,1.0,1.0,,,,, +22705202,Wohnung,1980.0,1810.0,170.0,70.0,3.0,4.0,01.04.2020,,,50.0,50.0,,"Manessestrasse 128, 8045 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,100.0,100.0,,1000.0, +22701451,Wohnung,2599.0,2299.0,300.0,86.0,3.0,3.0,nachVereinbarung,1.0,,,,,8002 Zürich ZH,2020-01-08,zuerich,2020-02-26,,1.0,,,,,,,, +22704046,Wohnung,2630.0,2450.0,180.0,58.0,3.0,4.0,16.04.2020,,,,,2.0,"Pflanzschulstrasse 51, 8004 Zürich",2020-01-08,zuerich,2020-02-26,1932,,,1.0,,,,,, +22702980,Wohnung,2400.0,2230.0,170.0,53.0,2.5,1.0,01.04.2020,1.0,1.0,,,,"Manessestrasse 92, 8045 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,,,,, +22918966,Wohnung,1225.0,1145.0,80.0,33.0,1.5,0.0,01.04.2020,,,50.0,50.0,,"Zelglistrasse 12, 8046 Zürich",2020-01-08,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22702982,Wohnung,2970.0,2800.0,170.0,64.0,2.5,5.0,01.04.2020,1.0,1.0,,,,"Manessestrasse 92, 8045 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,,,,, +22700143,Wohnung,8400.0,7900.0,500.0,165.0,4.5,4.0,01.04.2020,1.0,1.0,150.0,250.0,,"Arosastrasse 27, 8008 Zürich",2020-01-08,zuerich,2020-02-26,,1.0,,,1.0,,,,,1.0 +22888865,Wohnung,3868.0,3600.0,268.0,143.0,4.5,2.0,01.04.2020,,1.0,200.0,200.0,,"Berninastrasse 53, 8057 Zürich",2020-01-08,zuerich,2020-02-26,,,,1.0,1.0,,400.0,400.0,,1.0 +23012827,Wohnung,3100.0,,,125.0,4.5,0.0,sofort,1.0,1.0,200.0,700.0,,"Frohburgstrasse 322, 8057 Zürich",2020-01-07,zuerich,2020-02-26,,1.0,,,1.0,600.0,600.0,,300.0,1.0 +22700144,Wohnung,1140.0,,,,1.0,0.0,01.04.2020,,,100.0,300.0,,"FRÖBELSTRASSE 26, 8032 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,,,,, +22901785,Wohnung,5830.0,5430.0,400.0,151.0,5.5,,01.03.2020,1.0,1.0,,,,8038 Zürich,2020-01-08,zuerich,2020-02-26,,1.0,,,,,,,,1.0 +22701512,Wohnung,1700.0,,,80.0,2.5,3.0,sofort,1.0,,100.0,,,"Schürgistr. 71, 8051 Zürich",,zuerich,2020-02-26,,,,,1.0,,,,,1.0 +22701488,Wohnung,2510.0,2260.0,250.0,81.0,3.5,1.0,01.04.2020,1.0,,,,5.0,"Oberwiesenstrasse 67, 8050 Zürich",,zuerich,2020-02-26,2018,,,1.0,,,,,, +22949170,Wohnung,1785.0,1555.0,230.0,32.0,1.5,4.0,01.04.2020,,,200.0,500.0,,"Nägelihof 3, 8001 Zürich",2020-01-08,zuerich,2020-02-26,,,,1.0,,,,,, +22967884,Wohnung,2800.0,2650.0,150.0,80.0,2.5,0.0,01.04.2020,1.0,,200.0,200.0,,"Restelbergstrasse 26, 8044 Zürich",2020-01-07,zuerich,2020-02-26,,1.0,,,,,,,,1.0 +23028097,Wohnung,2724.0,2534.0,190.0,122.0,4.5,1.0,15.06.2020,1.0,1.0,200.0,400.0,5.0,"Rösslimatte 52, 6005 Luzern",,luzern,2020-02-26,2005,,1.0,1.0,1.0,250.0,450.0,450.0,1000.0,1.0 +23029830,Wohnung,1670.0,1440.0,230.0,60.0,3.5,3.0,01.07.2020,1.0,,250.0,290.0,,"Hünenbergstrasse 12, 6006 Luzern",,luzern,2020-02-26,,1.0,,1.0,,490.0,390.0,,, +23028205,Wohnung,1200.0,1060.0,140.0,,2.0,1.0,01.06.2020,1.0,,460.0,220.0,,"Tribschenstrasse 100, 6005 Luzern",2020-02-26,luzern,2020-02-26,1953,,1.0,1.0,,630.0,600.0,550.0,, +23027234,Wohnung,1720.0,1490.0,230.0,86.0,4.0,3.0,01.03.2020,1.0,1.0,,,,"Thorenbergstrasse 15, 6014 Luzern",2020-02-26,luzern,2020-02-26,,1.0,,,1.0,,,,,1.0 +14070830,Wohnung,1510.0,1300.0,210.0,75.0,4.0,3.0,16.07.2020,1.0,,,,,"Weinberglistrasse 83, 6005 Luzern",2020-02-26,luzern,2020-02-26,,,,1.0,,,,,, +23026894,Wohnung,1636.0,1436.0,200.0,56.0,2.5,2.0,01.05.2020,1.0,1.0,200.0,250.0,4.0,"Kreuzbuchstrasse 35a, 6006 Luzern",,luzern,2020-02-26,1995,,,,,,,,4000.0, +23028203,Wohnung,1600.0,1370.0,230.0,,3.0,2.0,01.06.2020,,,310.0,150.0,,"Kleinmattstrasse 14, 6003 Luzern",,luzern,2020-02-26,,,1.0,,,400.0,380.0,770.0,, +23027235,Wohnung,1470.0,1270.0,200.0,72.0,3.0,1.0,sofort,1.0,1.0,,,,"Thorenbergstrasse 15, 6014 Luzern",2020-02-26,luzern,2020-02-26,,1.0,,,1.0,,,,,1.0 +23025655,Wohnung,1372.0,1200.0,172.0,62.0,3.0,,01.05.2020,1.0,1.0,300.0,750.0,,"Eschenstrasse 20, 6005 Luzern",2020-02-26,luzern,2020-02-26,,,,,,400.0,400.0,600.0,750.0, +23027130,Wohnung,2050.0,1800.0,250.0,77.0,2.5,0.0,01.04.2020,,,300.0,900.0,3.0,"Hünenbergstrasse 50, 6006 Luzern",2020-02-26,luzern,2020-02-26,1951,1.0,1.0,1.0,,1300.0,1700.0,1700.0,, +23023554,Wohnung,1980.0,1830.0,150.0,75.0,3.5,3.0,01.04.2020,1.0,1.0,,,,"Voltastrasse, 6005 Luzern",2020-02-26,luzern,2020-02-26,,1.0,,1.0,,,,,, +23021475,Wohnung,2650.0,2450.0,200.0,110.0,5.5,2.0,01.04.2020,1.0,,400.0,70.0,4.0,6003 Luzern,2020-02-26,luzern,2020-02-26,1903,,,,1.0,200.0,200.0,,500.0, +23024384,Wohnung,1350.0,,,70.0,3.0,,01.06.2020,,,,,,"Fluhmühle, 6015 Luzern",2020-02-26,luzern,2020-02-26,,,,,,,,,, +23023643,Dachwohnung,1400.0,1200.0,200.0,60.0,2.5,5.0,01.05.2020,,,2.0,300.0,5.0,"Bruchmattstrasse 26, 6003 Luzern",2020-02-26,luzern,2020-02-26,1904,,1.0,1.0,,100.0,100.0,500.0,500.0, +23023578,Wohnung,1360.0,1170.0,190.0,76.0,3.5,1.0,01.05.2020,1.0,,,,,"Mattweg 15, 6014 Luzern",2020-02-26,luzern,2020-02-26,,1.0,,,,,,,,1.0 +23023679,Wohnung,2990.0,2600.0,390.0,130.0,5.5,0.0,01.05.2020,1.0,1.0,250.0,500.0,4.0,6005 Luzern,2020-02-26,luzern,2020-02-26,1972,,,1.0,,300.0,300.0,1500.0,1000.0,1.0 +23030079,Wohnung,990.0,870.0,120.0,30.0,1.0,1.0,sofort,,,,,,"Birkenstrasse 5, 6003 Luzern",2020-02-26,luzern,2020-02-26,,,,,,,,,, +23023781,Wohnung,2050.0,1800.0,250.0,77.0,2.5,,,,,,,,6006 Luzern,2020-02-26,luzern,2020-02-26,,,,,,,,,, +23021474,Wohnung,1560.0,1400.0,160.0,62.0,3.0,1.0,sofort,1.0,1.0,200.0,400.0,5.0,"Zähringerstrasse 3, 6003 Luzern",2020-02-26,luzern,2020-02-26,1900,1.0,,1.0,,,,,700.0, +23018772,Wohnung,1670.0,1520.0,150.0,72.0,3.5,6.0,,,,,,,6006 Luzern,2020-02-25,luzern,2020-02-26,,,,,,,,,, +23025741,Wohnung,1590.0,,,70.0,3.5,2.0,01.03.2020,1.0,1.0,,,,"Spannortstrasse 11 11, 6003 Luzern",2020-02-25,luzern,2020-02-26,,1.0,1.0,1.0,,,,,, +23020748,Wohnung,890.0,,,,2.5,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-26,luzern,2020-02-26,,,,,,,,,, +23018634,Wohnung,1290.0,1230.0,60.0,50.0,2.5,1.0,01.04.2020,1.0,1.0,,,6.0,6005 Luzern,2020-02-25,luzern,2020-02-26,2018,1.0,1.0,1.0,,,,,,1.0 +23016539,Wohnung,1750.0,1540.0,210.0,82.0,4.0,3.0,sofort,1.0,,,,,"Zumbachweg 14, 6005 Luzern",2020-02-25,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +23020749,Wohnung,630.0,,,,2.5,,nachVereinbarung,,,,,,6004 Luzern LU,2020-02-26,luzern,2020-02-26,,,,,,,,,, +23017686,Wohnung,720.0,650.0,70.0,17.0,1.0,3.0,15.03.2020,1.0,,,,,"Wesemlinstrasse 1, 6006 Luzern LU",2020-02-25,luzern,2020-02-26,,,1.0,,,,,,, +23029805,Wohnung,1670.0,1520.0,150.0,72.0,3.5,6.0,nachVereinbarung,1.0,1.0,200.0,350.0,5.0,"Seefeldstrasse 9, 6006 Luzern",2020-02-26,luzern,2020-02-26,1960,,,,,1000.0,600.0,600.0,4000.0, +23028305,Wohnung,2230.0,1930.0,300.0,92.0,3.5,7.0,nachVereinbarung,,1.0,25.0,25.0,4.0,"Zihlmattweg 42, 6005 Luzern",2020-02-25,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +23020747,Wohnung,1530.0,1400.0,130.0,63.0,3.5,4.0,01.05.2020,1.0,,100.0,100.0,,"Lädelistrasse 30, 6003 Luzern LU",2020-02-26,luzern,2020-02-26,,,,,,,1000.0,,5000.0, +23021473,Wohnung,528.0,,,,1.0,0.0,sofort,,1.0,,,,"Zähringerstrasse 1, 6003 Luzern",2020-02-25,luzern,2020-02-26,,,,1.0,,,,,, +23013139,Wohnung,1280.0,,,,3.0,3.0,01.04.2020,1.0,,600.0,800.0,,"Heiterweid 26, 6015 Luzern",2020-02-24,luzern,2020-02-26,,1.0,1.0,1.0,,500.0,500.0,500.0,1000.0, +23012000,Wohnung,1490.0,1360.0,130.0,42.0,1.5,6.0,,1.0,1.0,50.0,100.0,,"Waldstätterstrasse 12, 6003 Luzern",2020-02-24,luzern,2020-02-26,,,,1.0,,,,,, +23012008,Wohnung,2200.0,1900.0,300.0,100.0,3.5,0.0,,1.0,,,,,"Tribschenstrasse 46, 6005 Luzern",2020-02-24,luzern,2020-02-26,,1.0,1.0,,,,,,,1.0 +23011999,Wohnung,620.0,430.0,190.0,45.0,2.0,-1.0,sofort,1.0,,100.0,100.0,,"Bernerweg 11, 6003 Luzern",2020-02-24,luzern,2020-02-26,1956,1.0,1.0,1.0,,200.0,200.0,500.0,1000.0, +23011678,Wohnung,2550.0,2300.0,250.0,115.0,4.5,2.0,01.04.2020,1.0,1.0,200.0,800.0,,"Schädrütihalde 20, 6006 Luzern",2020-02-24,luzern,2020-02-26,,,1.0,,,1000.0,1000.0,3000.0,,1.0 +23012005,Wohnung,3900.0,,,131.0,4.5,7.0,,1.0,1.0,50.0,100.0,,"Waldstätterstrasse 23, 6003 Luzern",2020-02-24,luzern,2020-02-26,,,,1.0,,500.0,500.0,500.0,,1.0 +23014551,Wohnung,1750.0,1550.0,200.0,63.0,3.5,4.0,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-24,luzern,2020-02-26,,,1.0,,,,103.0,,1317.0, +23014550,Wohnung,1720.0,,,75.0,2.5,5.0,,,1.0,,,6.0,"Wesemlinstrasse 2, 6006 Luzern",2020-02-24,luzern,2020-02-26,2019,1.0,,,,,,,, +23012254,Wohnung,1530.0,,,63.0,3.5,,01.05.2020,,,,,,"Lädelistrasse, 30, 6003 Luzern",2020-02-24,luzern,2020-02-26,,,,,,,,,, +23011614,Wohnung,1750.0,1550.0,200.0,63.0,3.5,,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-24,luzern,2020-02-26,,,,,,,103.0,,1000.0, +23007230,Maisonette,1490.0,,,86.0,3.5,,nachVereinbarung,,,,,,"Kreuzbuchstrasse 99, 6006 Luzern",2020-02-23,luzern,2020-02-26,,,,,,,,,, +23008676,Wohnung,990.0,870.0,120.0,45.0,1.0,1.0,01.04.2020,1.0,1.0,,,5.0,"Schönbühlring 15, 6005 Luzern LU",2020-02-24,luzern,2020-02-26,1970,,1.0,,,,,,, +23009098,Wohnung,1900.0,,,,3.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-24,luzern,2020-02-26,,,,,,,,,, +23009100,Wohnung,1650.0,1530.0,120.0,65.0,3.5,,01.05.2020,1.0,,,,,"Sonnenbergstrasse 23, 6005 Luzern LU",2020-02-24,luzern,2020-02-26,,,,,,,,,, +23028314,Wohnung,1728.0,1578.0,150.0,59.0,2.5,4.0,nachVereinbarung,,1.0,,,,"Hallwilerweg 2, 6003 Luzern",2020-02-24,luzern,2020-02-26,,1.0,1.0,1.0,,,,,,1.0 +23009329,Wohnung,2517.0,,,,4.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-24,luzern,2020-02-26,,,,,,,,,, +23007135,Wohnung,2550.0,,,,4.5,,01.04.2020,,,,,,"Schädrütihalde 20, 6006 Luzern",2020-02-23,luzern,2020-02-26,,,,,,,,,, +23008837,Wohnung,1900.0,,,,4.5,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-24,luzern,2020-02-26,,,,,,,,,, +23023552,Wohnung,1900.0,,,80.0,3.0,6.0,11.04.2020,1.0,,,,,"Bireggstrasse, 6003 Luzern",2020-02-24,luzern,2020-02-26,,,,,,,,,, +23009101,Wohnung,2560.0,,,106.0,3.5,1.0,nachVereinbarung,1.0,1.0,,,,"Oberseeburg 20, 6006 Luzern LU",2020-02-22,luzern,2020-02-26,,1.0,,,,,,,, +22999798,Wohnung,1550.0,1350.0,200.0,,3.5,2.0,sofort,1.0,,,,,"Baselstrasse 97, 6003 Luzern",2020-02-21,luzern,2020-02-26,,,1.0,1.0,,,,,, +22999531,Wohnung,1918.0,1698.0,220.0,92.0,4.5,3.0,01.05.2020,1.0,1.0,100.0,2000.0,5.0,"Büttenenstrasse 16, 6006 Luzern",2020-02-21,luzern,2020-02-26,1974,,1.0,,1.0,500.0,2000.0,2000.0,, +23007808,Wohnung,900.0,820.0,80.0,24.0,1.0,2.0,01.04.2020,,1.0,,,4.0,"Mühlemattstr. 9, 6004 Luzern",2020-02-22,luzern,2020-02-26,1930,1.0,,1.0,,,,,, +22999532,Wohnung,1390.0,1210.0,180.0,64.0,3.0,2.0,16.03.2020,1.0,1.0,,,,"St. Karlistrasse 52, 6004 Luzern",2020-02-21,luzern,2020-02-26,,,1.0,1.0,,,,,, +23026835,Wohnung,2435.0,2175.0,260.0,105.0,4.5,,01.05.2020,1.0,,100.0,50.0,4.0,"Bruchstrasse 12, 6003 Luzern",2020-02-21,luzern,2020-02-26,1997,,,,,,,,300.0, +23003430,Wohnung,1745.0,1510.0,235.0,97.0,3.5,1.0,sofort,1.0,,50.0,50.0,,"Schädrütistrasse 20, 6006 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,400.0,400.0,2200.0,,1.0 +15836730,Wohnung,1220.0,1100.0,120.0,42.0,2.5,1.0,01.04.2020,,,200.0,2000.0,5.0,"Eichwaldstrasse 11, 6005 Luzern",2020-02-21,luzern,2020-02-26,1890,1.0,,,,1000.0,1000.0,2000.0,1000.0,1.0 +22993179,Wohnung,1940.0,1650.0,290.0,93.0,4.0,3.0,01.07.2020,1.0,,,,5.0,"Imfangstrasse 27, 6005 Luzern",2020-02-21,luzern,2020-02-26,1959,1.0,,1.0,1.0,,,,, +23026832,Wohnung,2985.0,2685.0,300.0,124.0,5.0,,01.04.2020,1.0,1.0,100.0,50.0,,"Schützenstrasse 8, 6003 Luzern",2020-02-20,luzern,2020-02-26,,,,,,,,,300.0, +22997376,Wohnung,1647.0,1407.0,240.0,94.0,4.5,4.0,01.04.2020,1.0,1.0,300.0,,,"Obergütschrain 7, 6003 Luzern",2020-02-21,luzern,2020-02-26,,,1.0,1.0,1.0,500.0,800.0,,1500.0,1.0 +22991234,Wohnung,1810.0,1580.0,230.0,87.0,3.5,2.0,01.06.2020,1.0,1.0,,,,"Ulmenstrasse 30, 6003 Luzern",,luzern,2020-02-26,,,,1.0,,,,,, +22997220,Wohnung,2300.0,2050.0,250.0,120.0,5.5,0.0,01.05.2020,1.0,1.0,250.0,650.0,,"Giselihalde 13, 6006 Luzern",2020-02-21,luzern,2020-02-26,,,1.0,,,500.0,500.0,500.0,5300.0, +23026833,Wohnung,1650.0,1500.0,150.0,59.0,2.0,,01.04.2020,1.0,1.0,100.0,50.0,,"Schützenstrasse 8, 6003 Luzern",2020-02-20,luzern,2020-02-26,,,,,,,,,300.0, +22997277,Wohnung,1750.0,1500.0,250.0,81.0,4.5,5.0,01.05.2020,1.0,1.0,300.0,500.0,,"Fluhmühlerain 18, 6014 Luzern",2020-02-21,luzern,2020-02-26,,,,1.0,,80.0,80.0,1.0,2000.0,1.0 +22991753,Maisonette,1930.0,1750.0,180.0,95.0,3.5,5.0,nachVereinbarung,1.0,1.0,100.0,100.0,,"Fluhmattweg 3, 6004 Luzern",2020-02-20,luzern,2020-02-26,,,,,,,,,, +22997377,Attika,2079.0,1829.0,250.0,82.0,3.5,7.0,01.05.2020,1.0,1.0,,,,"Obergütschrain 7, 6003 Luzern",2020-02-21,luzern,2020-02-26,,,,1.0,1.0,,,,,1.0 +17339224,Wohnung,1250.0,1070.0,180.0,,2.0,2.0,01.05.2020,1.0,,260.0,140.0,,"Kleinmattstrasse 21, 6003 Luzern",,luzern,2020-02-26,,,1.0,,,390.0,370.0,760.0,, +22990911,Wohnung,2490.0,2300.0,190.0,91.0,3.5,3.0,16.03.2020,1.0,1.0,,,,"Bergstrasse 1, 6004 Luzern",2020-02-20,luzern,2020-02-26,,1.0,,1.0,1.0,,,,,1.0 +22986184,Wohnung,1370.0,1150.0,220.0,69.0,3.5,,15.05.2020,1.0,,,,6.0,"Langensandstrasse 46, 6005 Luzern",2020-02-20,luzern,2020-02-26,1955,1.0,,1.0,1.0,,,,, +22990038,Wohnung,2750.0,2500.0,250.0,70.0,3.0,4.0,,,,200.0,100.0,,"Reusssteg 10, 6003 Luzern",2020-02-20,luzern,2020-02-26,,,,1.0,,,,,, +22991669,Wohnung,1430.0,1220.0,210.0,75.0,3.0,1.0,01.04.2020,1.0,,50.0,1000.0,5.0,"Biregghofstrasse 15, 6005 Luzern",2020-02-20,luzern,2020-02-26,1961,,,1.0,,50.0,50.0,1000.0,1000.0, +22986533,Wohnung,1293.0,,,50.0,2.5,3.0,01.04.2020,1.0,1.0,300.0,200.0,5.0,"Rothenpark 1, 6015 Luzern",,luzern,2020-02-26,2010,1.0,1.0,1.0,1.0,500.0,500.0,500.0,400.0,1.0 +22982779,Wohnung,1470.0,1290.0,180.0,85.0,3.5,2.0,,1.0,1.0,300.0,500.0,,"Fluhmülerain 18, 6015 Luzern",2020-02-19,luzern,2020-02-26,,1.0,,,1.0,80.0,80.0,,2000.0,1.0 +22983422,Wohnung,1970.0,,,102.0,3.5,,nachVereinbarung,,,,,,"Cheerstrasse 13e, 6014 Luzern",2020-02-19,luzern,2020-02-26,,,,,,,,,, +22990915,Wohnung,1490.0,1290.0,200.0,72.0,3.0,,nachVereinbarung,1.0,1.0,100.0,100.0,,"Voltastrasse 40, 6005 Luzern",2020-02-20,luzern,2020-02-26,,,,,,,,,, +22991878,Wohnung,2095.0,1760.0,335.0,105.0,4.5,3.0,16.04.2020,1.0,,50.0,150.0,,"Wesemlinhöheweg 1, 6006 Luzern",2020-02-20,luzern,2020-02-26,,,,1.0,,150.0,600.0,,, +22978282,Wohnung,1780.0,1660.0,120.0,,3.5,7.0,01.05.2020,1.0,1.0,90.0,1190.0,,"Zürichstrasse 46, 6004 Luzern",,luzern,2020-02-26,,,1.0,,,1190.0,420.0,,, +22977693,Wohnung,1460.0,,,,2.5,3.0,sofort,1.0,,,,,"Zürichstrasse 32, 6004 Luzern LU",2020-02-18,luzern,2020-02-26,,,,,,,,,, +22982078,Wohnung,1300.0,1175.0,125.0,40.0,2.5,1.0,01.03.2020,,,,,,"Bernstrasse 7, 6003 Luzern",,luzern,2020-02-26,,,,,,,,,, +22981033,Wohnung,1470.0,1330.0,140.0,55.0,2.0,5.0,15.03.2020,,1.0,50.0,250.0,,"Taubenhausstrasse 4, 6005 Luzern",2020-02-19,luzern,2020-02-26,,,,,,,,,, +22982033,Wohnung,1690.0,1460.0,230.0,86.0,4.0,3.0,01.03.2020,1.0,1.0,,,,"Thorenbergstrasse 15, 6014 Luzern",2020-02-19,luzern,2020-02-26,,1.0,,,1.0,,,,,1.0 +22983485,Wohnung,1577.0,,,60.0,2.5,,nachVereinbarung,,,,,,"Bleicherstrasse, 6003 Luzern",2020-02-18,luzern,2020-02-26,,,,,,,,,, +22977630,Wohnung,1800.0,1560.0,240.0,130.0,4.5,4.0,sofort,,,,,,"Zürichstrasse 32, 6004 Luzern LU",2020-02-18,luzern,2020-02-26,,,,,,,,,, +22981031,Wohnung,1423.0,1203.0,220.0,,4.0,1.0,nachVereinbarung,1.0,,5.0,1000.0,,"Hauptstrasse 35, 6015 Luzern",2020-02-19,luzern,2020-02-26,,,,1.0,,120.0,350.0,3400.0,2000.0, +22982212,Wohnung,980.0,800.0,180.0,,3.0,3.0,01.07.2020,,,,,,"Moosmattstrasse 39, 6005 Luzern",2020-02-19,luzern,2020-02-26,,,,,,,,,, +22978384,Wohnung,2735.0,2450.0,285.0,148.0,5.5,1.0,01.04.2020,1.0,1.0,,,,6004 Luzern,2020-02-18,luzern,2020-02-26,,,,,,,,,, +22973966,Wohnung,1577.0,1397.0,180.0,60.0,2.5,3.0,nachVereinbarung,1.0,1.0,,,,"Bleicherstrasse 25, 6003 Luzern",2020-02-18,luzern,2020-02-26,,1.0,,1.0,,,,,, +22975186,Wohnung,995.0,875.0,120.0,,2.0,2.0,,1.0,1.0,200.0,1000.0,,"Würzenbachmatte 31, 6006 Luzern",2020-02-18,luzern,2020-02-26,,,,1.0,,,,,, +22977245,Wohnung,1520.0,1300.0,220.0,,3.0,1.0,sofort,1.0,,100.0,250.0,,"Bodenhofstrasse 28, 6005 Luzern",2020-02-18,luzern,2020-02-26,1951,1.0,1.0,1.0,1.0,100.0,500.0,2000.0,,1.0 +22975178,Wohnung,1190.0,1100.0,90.0,40.0,1.5,3.0,01.05.2020,1.0,1.0,50.0,100.0,,"Waldstätterstrasse 12, 6003 Luzern",2020-02-18,luzern,2020-02-26,,,,1.0,,,,,, +22977258,Wohnung,1504.0,1274.0,230.0,80.0,3.5,3.0,nachVereinbarung,1.0,1.0,,,,"Büttenenstrasse 9, 6006 Luzern",2020-02-18,luzern,2020-02-26,,1.0,,,1.0,,,,, +23013170,Terrassenwohnung,4450.0,4000.0,450.0,150.0,5.0,2.0,nachVereinbarung,1.0,1.0,,,,"Cysatstrasse 15, 6004 Luzern",2020-02-18,luzern,2020-02-26,1932,,1.0,,,,,,, +22976934,Wohnung,2100.0,1700.0,400.0,100.0,3.5,0.0,nachVereinbarung,1.0,,100.0,400.0,5.0,"Schibiweg 5, 6006 Luzern",2020-02-18,luzern,2020-02-26,1936,,,1.0,,300.0,300.0,300.0,2000.0,1.0 +22976258,Wohnung,1660.0,,,69.0,3.5,,01.05.2020,,,,,,"Liebenauweg, 6006 Luzern",2020-02-18,luzern,2020-02-26,,,,,,,,,, +23021096,Wohnung,1685.0,,,86.0,3.5,,01.03.2020,,,,,,"Kreuzbuchstrasse 99, 6006 Luzern",2020-02-18,luzern,2020-02-26,,,,,,,,,, +22975187,Wohnung,1180.0,1020.0,160.0,59.0,2.5,2.0,16.04.2020,,,20.0,,6.0,"Schädrütistrasse 31, 6006 Luzern",2020-02-18,luzern,2020-02-26,1971,,1.0,1.0,,,,,,1.0 +22971870,Maisonette,1565.0,1400.0,165.0,46.0,2.5,2.0,01.09.2020,,,50.0,,,"Hertensteinstrasse 32, 6004 Luzern",2020-02-17,luzern,2020-02-26,,,,,,,,,, +22968398,Wohnung,1480.0,1300.0,180.0,,3.5,3.0,nachVereinbarung,1.0,1.0,,,,"Hauptstrasse 52, 6015 Luzern",2020-02-17,luzern,2020-02-26,,,1.0,1.0,,,,,, +22970337,Wohnung,2070.0,1770.0,300.0,92.0,4.5,10.0,nachVereinbarung,,1.0,25.0,25.0,5.0,"Zihlmattweg 42, 6005 Luzern",2020-02-17,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +22971880,Wohnung,1990.0,1760.0,230.0,77.0,3.5,4.0,nachVereinbarung,,,,,,"Sternmattstrasse 14G, 6005 Luzern",2020-02-17,luzern,2020-02-26,,,,,,,,,, +22989920,Wohnung,2250.0,1990.0,260.0,127.0,5.5,3.0,sofort,1.0,1.0,,,,"Kreuzbuchrain 12, 6006 Luzern",2020-02-17,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22968397,Maisonette,1750.0,1480.0,270.0,100.0,4.5,,nachVereinbarung,,,50.0,10.0,,"Lindenstrasse 29, 6015 Luzern",2020-02-17,luzern,2020-02-26,,,1.0,1.0,,50.0,,,1000.0, +22971879,Wohnung,1560.0,1400.0,160.0,68.0,2.5,1.0,nachVereinbarung,,,,,,"Unterlachenstrasse 19, 6005 Luzern",2020-02-17,luzern,2020-02-26,,,,,,,,,, +22973936,Wohnung,1890.0,1615.0,275.0,90.0,4.0,1.0,nachVereinbarung,1.0,1.0,50.0,150.0,,"Giselistrasse 8, 6006 Luzern",2020-02-18,luzern,2020-02-26,,,1.0,1.0,,100.0,100.0,,,1.0 +22999539,Wohnung,1130.0,990.0,140.0,61.0,3.0,,01.05.2020,1.0,,200.0,600.0,,"Libellenstrasse 24, 6004 Luzern",2020-02-17,luzern,2020-02-26,,,,,1.0,600.0,600.0,,5000.0, +22966459,Wohnung,2301.0,2001.0,300.0,,4.5,,01.05.2020,,1.0,120.0,950.0,,"Stutzrain 36, 6005 St. Niklausen LU",2020-02-17,luzern,2020-02-26,,,,1.0,,,,,3500.0, +22963327,Wohnung,650.0,,,12.0,1.0,3.0,01.04.2020,1.0,1.0,,,,"St. Karlistrasse, 6004 Luzern LU",2020-02-17,luzern,2020-02-26,,1.0,1.0,1.0,,,,,,1.0 +22960745,Wohnung,675.0,,,41.0,2.5,,01.04.2020,,,,,,"Rankhofstrasse 18, 6006 Luzern",2020-02-16,luzern,2020-02-26,,,,,,,,,, +22964957,Dachwohnung,1850.0,1700.0,150.0,,4.0,3.0,sofort,1.0,,,,,"Sentimattstrasse 6, 6003 Luzern",2020-02-17,luzern,2020-02-26,1895,,,,,,,,, +22961458,Wohnung,1370.0,1210.0,160.0,47.0,2.0,2.0,nachVereinbarung,,,150.0,800.0,4.0,"Geissmattstrasse 66, 6004 Luzern",2020-02-16,luzern,2020-02-26,1951,,1.0,1.0,,400.0,600.0,600.0,, +22964933,Wohnung,1490.0,1310.0,180.0,,3.5,1.0,01.05.2020,1.0,1.0,,,,"Obergrundstrasse, 6005 Luzern",2020-02-17,luzern,2020-02-26,,,,,,,,,, +22958511,Wohnung,1400.0,,,,3.5,,06.04.2020,,,,,,"Geissmattstrasse 25, 6004 Luzern",2020-02-15,luzern,2020-02-26,,,,,,,,,, +22961848,Wohnung,5100.0,4500.0,600.0,192.0,6.0,,nachVereinbarung,1.0,1.0,,,3.0,6006 Luzern,,luzern,2020-02-26,1989,,,,,,,,,1.0 +22961409,Dachwohnung,2120.0,1940.0,180.0,,2.5,3.0,01.04.2020,1.0,,200.0,200.0,,"Gesegnetmattstrasse 8a, 6006 Luzern",,luzern,2020-02-26,1900,,1.0,1.0,1.0,400.0,400.0,,2000.0,1.0 +22961459,Wohnung,970.0,900.0,70.0,25.0,1.0,3.0,01.05.2020,,,,,5.0,"Wesemlinstrasse 4, 6006 Luzern",2020-02-16,luzern,2020-02-26,2019,,,,,,,,, +22965091,Wohnung,1850.0,,,82.0,2.5,,sofort,1.0,1.0,,,,"Oberseeburghöhe 14, 6006 Luzern",2020-02-17,luzern,2020-02-26,,1.0,,1.0,,,,,, +22956126,Wohnung,1620.0,1420.0,200.0,63.0,3.5,1.0,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-15,luzern,2020-02-26,,,1.0,,,,103.0,,1317.0, +22954490,Wohnung,1620.0,1420.0,200.0,63.0,3.5,,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-14,luzern,2020-02-26,,,,,,,103.0,,1000.0, +22957534,Wohnung,1740.0,1540.0,200.0,66.0,3.0,,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-15,luzern,2020-02-26,,,,,,,103.0,,1000.0, +22954491,Wohnung,2075.0,1875.0,200.0,75.0,3.5,,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-14,luzern,2020-02-26,,,,,,,103.0,,1000.0, +22961363,Wohnung,1160.0,990.0,170.0,60.0,3.0,2.0,15.03.2020,1.0,,150.0,800.0,5.0,"Obermättliweg 10, 6015 Luzern",,luzern,2020-02-26,1957,,,,,100.0,800.0,800.0,1000.0, +22955831,Wohnung,2070.0,,,,3.5,,nachVereinbarung,,,,,,6005 Luzern LU,2020-02-14,luzern,2020-02-26,,,,,,,,,, +22955832,Wohnung,1980.0,,,,3.5,,nachVereinbarung,,,,,,6005 Luzern LU,2020-02-14,luzern,2020-02-26,,,,,,,,,, +22957535,Wohnung,1740.0,1540.0,200.0,66.0,3.5,,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-15,luzern,2020-02-26,,,,,,,103.0,,1000.0, +22956135,Wohnung,2200.0,1980.0,220.0,122.0,4.5,4.0,01.07.2020,1.0,1.0,300.0,150.0,5.0,"Ruopigenhöhe 22, 6015 Luzern",2020-02-15,luzern,2020-02-26,2008,,1.0,1.0,1.0,500.0,500.0,500.0,1000.0,1.0 +22954884,Wohnung,1350.0,1100.0,250.0,60.0,3.0,6.0,sofort,,1.0,,,,"Stollbergrain 11, 6003 Luzern",2020-02-14,luzern,2020-02-26,,,,1.0,,,,,, +22952458,Wohnung,1321.0,1171.0,150.0,50.0,2.5,,01.03.2020,1.0,,40.0,550.0,,"Geissensteinring 32, 6005 Luzern",2020-02-14,luzern,2020-02-26,,,,1.0,,1310.0,1250.0,,, +22961491,Wohnung,1350.0,1200.0,150.0,57.0,2.5,5.0,sofort,1.0,1.0,,,,"Reusszopf 21, 6015 Luzern",2020-02-14,luzern,2020-02-26,,1.0,1.0,,,,,,,1.0 +22953311,Wohnung,4480.0,4100.0,380.0,159.0,5.5,4.0,,,1.0,90.0,160.0,2.0,"Hofstrasse 1, 6004 Luzern",2020-02-14,luzern,2020-02-26,1900,,,1.0,1.0,,500.0,500.0,, +22952453,Wohnung,1375.0,1180.0,195.0,62.0,3.0,3.0,sofort,1.0,,50.0,780.0,5.0,"Würzenbachstrasse 48, 6006 Luzern",,luzern,2020-02-26,1961,1.0,,1.0,,170.0,520.0,,, +22952201,Wohnung,1750.0,1480.0,270.0,,3.5,1.0,01.03.2020,,,130.0,320.0,,"Seeburgstrasse 8, 6006 Luzern",,luzern,2020-02-26,,,1.0,,,300.0,450.0,,,1.0 +22961842,Wohnung,1981.0,1801.0,180.0,,3.5,1.0,nachVereinbarung,,,,,,"Kreuzbuchstrasse 46, 6006 Luzern",2020-02-14,luzern,2020-02-26,,,,,,,,,, +22961815,Wohnung,3140.0,2780.0,360.0,108.0,3.5,28.0,nachVereinbarung,,1.0,25.0,25.0,,"Zihlmattweg 44, 6005 Luzern",2020-02-14,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +22961234,Wohnung,1650.0,1400.0,250.0,75.0,4.0,1.0,01.04.2020,1.0,,100.0,100.0,,"Burgweg 7, 6014 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,,,,, +22946349,Wohnung,1590.0,1440.0,150.0,77.0,3.5,4.0,01.04.2020,1.0,1.0,50.0,50.0,,"Kellerstrasse 19, 6005 Luzern",2020-02-13,luzern,2020-02-26,,,,1.0,,,,,, +22949454,Wohnung,1540.0,1340.0,200.0,60.0,3.0,,01.04.2020,1.0,1.0,5.0,,,"Maihofstrasse 71, 6006 Luzern",2020-02-14,luzern,2020-02-26,,,,,,,,,, +22949413,Wohnung,2250.0,2000.0,250.0,101.0,2.5,6.0,nachVereinbarung,,1.0,200.0,10.0,4.0,"Weinmarkt 9, 6004 Luzern",2020-02-13,luzern,2020-02-26,1958,,,1.0,,1500.0,1500.0,1500.0,, +22939617,Wohnung,1310.0,1170.0,140.0,43.0,2.0,4.0,01.05.2020,,1.0,,,4.0,"Neustadtstr. 8c, 6003 Luzern",2020-02-12,luzern,2020-02-26,1961,,,,,,184.0,,, +22940887,Wohnung,4200.0,3900.0,300.0,99.0,3.5,7.0,,1.0,1.0,90.0,160.0,,"Hofstrasse 1, 6004 Luzern",2020-02-13,luzern,2020-02-26,1900,,,1.0,1.0,,500.0,500.0,, +22947152,Wohnung,1220.0,1120.0,100.0,44.0,1.5,3.0,01.06.2020,,,,10.0,,"Rössligasse 13, 6003 Luzern",2020-02-13,luzern,2020-02-26,,,,,,,,,250.0, +22949426,Wohnung,2210.0,1970.0,240.0,72.0,3.5,18.0,nachVereinbarung,,1.0,25.0,25.0,3.0,"Zihlmattweg 44, 6005 Luzern",2020-02-13,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +22940072,Wohnung,1060.0,,,135.0,1.0,4.0,01.03.2020,1.0,1.0,,,,"Roessligasse 16, 6004 Luzern LU",2020-02-12,luzern,2020-02-26,,,,1.0,,,,,, +22944976,Wohnung,2380.0,2080.0,300.0,90.0,3.5,3.0,nachVereinbarung,1.0,1.0,,,,"Schützenstrasse 15, 6003 Luzern",2020-02-13,luzern,2020-02-26,,,,1.0,,,,,,1.0 +22938220,Wohnung,1550.0,1450.0,100.0,32.0,1.0,2.0,sofort,,1.0,130.0,500.0,2.0,"Sternmattstrasse 18, 6006 Luzern",,luzern,2020-02-26,2019,,1.0,,,400.0,400.0,400.0,, +22936800,Maisonette,2780.0,2500.0,280.0,,4.0,7.0,15.03.2020,1.0,1.0,,,,"Bundesstrasse 25, 6003 Luzern",2020-02-12,luzern,2020-02-26,,,,1.0,,,,,, +22936804,Attika,2250.0,2100.0,150.0,,1.5,5.0,,1.0,1.0,,,,"Grabenstrasse 13, 6004 Luzern",2020-02-12,luzern,2020-02-26,,,1.0,1.0,,,,,, +22936807,Wohnung,1850.0,1650.0,200.0,71.0,2.5,-1.0,04.04.2020,1.0,1.0,,,,"Bireggring 18, 6005 Luzern",2020-02-12,luzern,2020-02-26,2015,,1.0,,1.0,,,,,1.0 +22939333,Wohnung,1480.0,,,52.0,2.0,0.0,sofort,1.0,1.0,100.0,100.0,4.0,"Zumbachweg 18, 6005 Luzern",2020-02-12,luzern,2020-02-26,1966,,1.0,1.0,1.0,100.0,100.0,300.0,, +22936186,Wohnung,1350.0,1250.0,100.0,19.0,1.0,,01.03.2020,,1.0,130.0,500.0,,"Sternmattstrasse 18, 6005 Luzern",2020-02-12,luzern,2020-02-26,2019,,1.0,,,400.0,400.0,400.0,, +22939462,Wohnung,1590.0,1320.0,270.0,61.0,2.5,3.0,01.04.2020,1.0,1.0,180.0,150.0,4.0,"Schönbühlring 7, 6005 Luzern",2020-02-12,luzern,2020-02-26,1969,1.0,1.0,1.0,1.0,550.0,550.0,1000.0,,1.0 +22936799,Wohnung,2150.0,1850.0,300.0,107.0,4.5,3.0,sofort,1.0,1.0,100.0,100.0,,"Moosstrasse 9, 6003 Luzern",2020-02-12,luzern,2020-02-26,,,,,,,,,500.0, +22935397,Wohnung,1820.0,1670.0,150.0,82.0,2.5,3.0,nachVereinbarung,,,,,,"Mühlenplatz 1, 6004 Luzern",2020-02-12,luzern,2020-02-26,,,,1.0,,,,,, +22936802,Wohnung,600.0,500.0,100.0,21.0,1.0,2.0,01.06.2020,,1.0,200.0,50.0,6.0,"Cysatstrasse 6, 6004 Luzern",2020-02-12,luzern,2020-02-26,1977,,,,,,,,800.0, +22928482,Wohnung,2000.0,1800.0,200.0,98.0,4.5,2.0,sofort,1.0,1.0,280.0,150.0,4.0,"Ruopigenhöhe 20, 6015 Luzern",2020-02-11,luzern,2020-02-26,2000,,,1.0,,200.0,300.0,300.0,, +22932145,Wohnung,1930.0,1680.0,250.0,80.0,4.5,1.0,sofort,,1.0,200.0,200.0,4.0,"Bireggstrasse 20, 6003 Luzern",,luzern,2020-02-26,1923,,1.0,1.0,,500.0,500.0,1000.0,1000.0, +22934689,Wohnung,2010.0,1750.0,260.0,100.0,4.5,3.0,01.06.2020,1.0,1.0,100.0,200.0,,"Seeburgstrasse 8, 6006 Luzern",,luzern,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22934391,Wohnung,1790.0,1540.0,250.0,80.0,3.5,4.0,,,,,,,6004 Luzern,2020-02-11,luzern,2020-02-26,,,,,,,,,, +23018745,Wohnung,1361.0,,,,2.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-11,luzern,2020-02-26,,,,,,,,,, +22930215,Wohnung,790.0,640.0,150.0,20.0,1.0,4.0,01.05.2020,,1.0,500.0,1000.0,4.0,"Täschmattstrasse 11, 6015 Luzern",2020-02-11,luzern,2020-02-26,1966,1.0,1.0,1.0,,300.0,1400.0,900.0,, +22930213,Studio,1200.0,,,85.0,1.0,,sofort,,,10.0,100.0,,"Hirtenhofstr. 69, 6005 Luzern",2020-02-11,luzern,2020-02-26,1987,,1.0,1.0,1.0,100.0,100.0,300.0,, +22930765,Wohnung,1400.0,,,,3.5,,nachVereinbarung,,,,,,6004 Luzern LU,2020-02-11,luzern,2020-02-26,,,,,,,,,, +22932096,Wohnung,1430.0,1320.0,110.0,,1.5,2.0,,,1.0,,,,"Obermättlistrasse 14, 6015 Luzern",2020-02-11,luzern,2020-02-26,,1.0,,,1.0,,,,, +22930340,Wohnung,2510.0,2200.0,310.0,99.0,3.5,1.0,01.03.2020,,1.0,200.0,200.0,5.0,"Güterstr. 2, 6005 Luzern",2020-02-11,luzern,2020-02-26,2011,,1.0,1.0,,1600.0,1600.0,1600.0,,1.0 +22919567,Wohnung,1350.0,1200.0,150.0,30.0,1.5,4.0,nachVereinbarung,,,100.0,100.0,,"Grimselweg 4, 6005 Luzern",2020-02-10,luzern,2020-02-26,,,,1.0,,,,,, +22918118,Wohnung,1620.0,1470.0,150.0,75.0,3.5,3.0,sofort,1.0,,120.0,100.0,,"Mattweg 1, 6014 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,30.0,350.0,,,1.0 +22929315,Wohnung,1590.0,1360.0,230.0,76.0,3.5,,nachVereinbarung,,,100.0,100.0,,"Kauffmannweg 26, 6003 Luzern",2020-02-11,luzern,2020-02-26,,,,,,,,,, +22921016,Wohnung,1730.0,1440.0,290.0,94.0,4.0,0.0,nachVereinbarung,,1.0,250.0,300.0,5.0,"Ruopigenstrasse 26, 6015 Luzern",2020-02-10,luzern,2020-02-26,1996,,,,,100.0,100.0,250.0,1500.0, +22921325,Maisonette,4150.0,3750.0,400.0,150.0,5.5,3.0,nachVereinbarung,1.0,,,,,6006 Luzern,2020-02-10,luzern,2020-02-26,,,,,,,,,,1.0 +22923485,Wohnung,1540.0,1290.0,250.0,90.0,3.5,,01.04.2020,1.0,1.0,,,5.0,"Ruopigenring 73, 6015 Luzern",2020-02-11,luzern,2020-02-26,1990,,,,,,,,, +22991050,Wohnung,1790.0,1650.0,140.0,60.0,2.5,0.0,sofort,,1.0,,,,6004 Luzern,2020-02-11,luzern,2020-02-26,,,,,,,,,, +22922438,Wohnung,1480.0,1350.0,130.0,64.0,2.0,4.0,nachVereinbarung,1.0,1.0,200.0,10.0,5.0,"Weinmarkt 11, 6004 Luzern",2020-02-10,luzern,2020-02-26,1956,,,1.0,,1500.0,1500.0,1500.0,, +22912640,Wohnung,1510.0,,,57.0,3.0,,nachVereinbarung,,,,,,6003 Luzern,2020-02-08,luzern,2020-02-26,,,,,,,,,, +22910138,Wohnung,1690.0,1540.0,150.0,75.0,3.5,7.0,nachVereinbarung,1.0,1.0,290.0,610.0,,"Längweiherstrasse 56, 6014 Luzern",2020-02-08,luzern,2020-02-26,,1.0,,,1.0,410.0,540.0,,, +22915715,Wohnung,2190.0,,,,4.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-10,luzern,2020-02-26,,,,,,,,,, +22915714,Wohnung,1900.0,,,,4.0,,nachVereinbarung,,,,,,6005 Luzern LU,2020-02-10,luzern,2020-02-26,,,,,,,,,, +22916696,Wohnung,2000.0,1900.0,100.0,85.0,4.5,1.0,01.05.2020,1.0,,100.0,500.0,5.0,"Bernstrasse 57, 6003 Luzern",2020-02-10,luzern,2020-02-26,2017,1.0,,1.0,,100.0,500.0,800.0,800.0, +22918642,Wohnung,1900.0,1750.0,150.0,72.0,3.0,3.0,01.03.2020,1.0,1.0,20.0,50.0,,"Sempacherstrasse 1, 6003 Luzern",2020-02-10,luzern,2020-02-26,,,,1.0,,,,,800.0, +22920041,Wohnung,1420.0,1260.0,160.0,56.0,2.0,4.0,nachVereinbarung,,1.0,200.0,10.0,4.0,"Weinmarkt 11, 6004 Luzern",2020-02-10,luzern,2020-02-26,1956,,,1.0,,1500.0,1500.0,1500.0,, +22920037,Wohnung,1250.0,1030.0,220.0,55.0,2.5,4.0,nachVereinbarung,1.0,1.0,200.0,1000.0,5.0,"Längweiherstr. 10, 6014 Luzern",2020-02-10,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,200.0,500.0,1500.0,,1.0 +22917234,Wohnung,1570.0,1450.0,120.0,45.0,2.5,3.0,01.04.2020,,1.0,80.0,50.0,,"Bleicherstrasse 16, 6003 Luzern",2020-02-10,luzern,2020-02-26,,,,1.0,,,,,80.0, +22916757,Wohnung,1470.0,1320.0,150.0,65.0,2.5,0.0,01.04.2020,1.0,1.0,300.0,,5.0,"Unterlöchlistrasse 41, 6006 Luzern",2020-02-10,luzern,2020-02-26,2010,,1.0,1.0,,,,,6000.0,1.0 +22909255,Wohnung,1875.0,1610.0,265.0,75.0,3.5,2.0,nachVereinbarung,,1.0,,,4.0,"Liebenauweg 8, 6006 Luzern",2020-02-07,luzern,2020-02-26,1978,,,,,,307.0,,, +22907414,Wohnung,1530.0,1320.0,210.0,58.0,3.0,4.0,,,,,,,6003 Luzern,2020-02-07,luzern,2020-02-26,,,,,,,,,, +22908857,Attika,2100.0,1860.0,240.0,100.0,3.5,,sofort,1.0,1.0,,,5.0,"Thorenbergstrasse 15/17, 6014 Luzern",2020-02-07,luzern,2020-02-26,2019,1.0,,,1.0,,,,,1.0 +22908827,Wohnung,2150.0,1900.0,250.0,89.0,3.0,3.0,sofort,1.0,1.0,100.0,100.0,5.0,"Gibraltarstrasse 32, 6003 Luzern",2020-02-07,luzern,2020-02-26,2012,,,1.0,,,,,, +15292843,Attika,2980.0,2785.0,195.0,140.0,3.0,6.0,sofort,1.0,,100.0,200.0,4.0,"Ledergasse 10, 6004 Luzern",2020-02-07,luzern,2020-02-26,1904,,,1.0,,,,,, +22908841,Dachwohnung,1850.0,1600.0,250.0,93.0,2.5,5.0,01.04.2020,,1.0,400.0,700.0,5.0,"Voltastrasse 26, 6005 Luzern",2020-02-07,luzern,2020-02-26,1932,1.0,,1.0,,300.0,300.0,300.0,, +22905429,Wohnung,1970.0,1750.0,220.0,102.0,3.5,1.0,,1.0,1.0,100.0,400.0,5.0,"Cheerstrasse 13d, 6014 Luzern",2020-02-07,luzern,2020-02-26,2016,,1.0,1.0,1.0,50.0,400.0,500.0,4000.0,1.0 +22909256,Wohnung,1530.0,1320.0,210.0,58.0,3.0,4.0,nachVereinbarung,,,,,,"Bernstrasse 57 b, 6003 Luzern",2020-02-07,luzern,2020-02-26,,,,,,,,,, +22944035,Wohnung,2120.0,,,87.0,3.5,,01.03.2020,1.0,1.0,200.0,300.0,,"Seefeldstrasse, 6006 Luzern",2020-02-07,luzern,2020-02-26,,,,,1.0,470.0,470.0,2200.0,5000.0, +22907407,Wohnung,1875.0,1610.0,265.0,75.0,3.5,2.0,,,,,,,6006 Luzern,2020-02-07,luzern,2020-02-26,,,,,,,,,, +22903923,Wohnung,155.0,,,,,-1.0,sofort,,,,,,"Landenbergstrasse 31, 6005 Luzern",2020-02-07,luzern,2020-02-26,,,,,,,,,, +22903926,Wohnung,1740.0,1570.0,170.0,79.0,4.5,2.0,nachVereinbarung,1.0,,100.0,250.0,,"Langensandstrasse 76, 6005 Luzern",2020-02-07,luzern,2020-02-26,,,,,1.0,,,,, +22903035,Wohnung,1490.0,,,53.0,2.5,2.0,nachVereinbarung,1.0,1.0,20.0,100.0,,"Hirschengraben, 6003 Luzern",2020-02-07,luzern,2020-02-26,,,,1.0,,,,,, +22903825,Wohnung,4990.0,4690.0,300.0,160.0,5.5,1.0,,,,,,3.0,6006 Luzern,2020-02-07,luzern,2020-02-26,2011,,,,1.0,,,,,1.0 +22897419,Wohnung,1880.0,1660.0,220.0,86.0,4.5,2.0,,1.0,1.0,50.0,500.0,,"Hirtenhofstrasse 31, 6005 Luzern",2020-02-06,luzern,2020-02-26,,1.0,,1.0,1.0,100.0,700.0,700.0,, +22991225,Attika,1590.0,1440.0,150.0,63.0,2.5,6.0,01.05.2020,1.0,1.0,350.0,420.0,,"Löwengrube 12, 6014 Luzern",,luzern,2020-02-26,,,,,1.0,500.0,790.0,,,1.0 +22902460,Wohnung,1330.0,1150.0,180.0,45.0,2.0,1.0,01.03.2020,,1.0,,,,"Ledergasse 11, 6004 Luzern",,luzern,2020-02-26,,,,,,,,,, +22894993,Wohnung,1210.0,,,,2.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-06,luzern,2020-02-26,,,,,,,,,, +22900474,Wohnung,2370.0,2020.0,350.0,,5.5,2.0,01.05.2020,1.0,,,,,"Lützelmattstrasse 18, 6006 Luzern",2020-02-06,luzern,2020-02-26,,,,,1.0,,,,, +22907738,Wohnung,1120.0,990.0,130.0,48.0,2.0,3.0,16.03.2020,,,100.0,250.0,,"Waldweg 14, 6005 Luzern",2020-02-07,luzern,2020-02-26,,,,1.0,,,,,,1.0 +22892300,Wohnung,1920.0,1750.0,170.0,95.0,4.5,2.0,01.05.2020,1.0,,,,5.0,"Biregghang 8, 6005 Luzern",2020-02-06,luzern,2020-02-26,1956,1.0,,1.0,,,,,, +22888151,Wohnung,1560.0,1450.0,110.0,,2.0,1.0,,1.0,,,,,"Unterlachenstrasse 29, 6005 Luzern",2020-02-05,luzern,2020-02-26,,,,1.0,,,,,, +22893950,Wohnung,190.0,,,,1.0,,nachVereinbarung,,,,,,6002 Luzern LU,2020-02-06,luzern,2020-02-26,,,,,,,,,, +22890091,Terrassenwohnung,1950.0,1750.0,200.0,67.0,3.5,2.0,sofort,1.0,1.0,,,,"Mühlenplatz 12, 6006 Luzern",2020-02-05,luzern,2020-02-26,,,,1.0,,,,,, +22887836,Wohnung,800.0,,,90.0,1.0,5.0,sofort,,1.0,,,,"Winkelriedstr. 58, 6003 Luzern LU",2020-02-05,luzern,2020-02-26,1973,,,,,,,,, +22890095,Wohnung,1900.0,1700.0,200.0,76.0,3.0,5.0,sofort,,1.0,,,,"Mühlenplatz 12, 6006 Luzern",2020-02-05,luzern,2020-02-26,,,,1.0,,,,,, +22984778,Wohnung,1489.0,1359.0,130.0,81.0,3.0,0.0,nachVereinbarung,,,,,,"Sternmattstrasse 6, 6005 Luzern",2020-02-05,luzern,2020-02-26,,,,,,,,,, +22894233,Wohnung,2500.0,2250.0,250.0,104.0,4.5,0.0,01.05.2020,,,,,,"Kreuzbuchrain 14, 6006 Luzern",2020-02-06,luzern,2020-02-26,,1.0,1.0,1.0,1.0,,,,,1.0 +22902436,Wohnung,1810.0,1580.0,230.0,88.0,4.5,5.0,nachVereinbarung,1.0,1.0,200.0,350.0,5.0,"Seefeldstrasse 11, 6006 Luzern",2020-02-05,luzern,2020-02-26,1960,,,,,1000.0,600.0,600.0,4000.0, +22884647,Wohnung,3010.0,2710.0,300.0,121.0,5.5,2.0,01.05.2020,1.0,1.0,,,,"Seefeldstrasse, 6006 Luzern",2020-02-04,luzern,2020-02-26,,1.0,1.0,1.0,1.0,,,,,1.0 +22901190,Wohnung,3590.0,3200.0,390.0,148.0,4.5,6.0,01.05.2020,,1.0,200.0,200.0,4.0,"Rösslimattstrasse 4, 6005 Luzern",2020-02-05,luzern,2020-02-26,2011,,1.0,1.0,,1600.0,1600.0,1600.0,,1.0 +22884640,Wohnung,1650.0,1400.0,250.0,74.0,3.0,3.0,,1.0,1.0,150.0,200.0,5.0,"Gütschstrasse 5, 6003 Luzern",2020-02-04,luzern,2020-02-26,1954,,1.0,1.0,1.0,100.0,800.0,3300.0,200.0,1.0 +22901425,Wohnung,1450.0,1250.0,200.0,,3.0,1.0,sofort,1.0,,,,,"Imfangstrasse 29, 6005 Luzern",2020-02-05,luzern,2020-02-26,,,,1.0,,,,,,1.0 +22901427,Wohnung,1830.0,1500.0,330.0,,5.0,2.0,sofort,1.0,,250.0,300.0,,"Imfangring 22, 6005 Luzern",2020-02-05,luzern,2020-02-26,,1.0,,,1.0,,,,,1.0 +22880876,Wohnung,1780.0,1550.0,230.0,,3.5,2.0,01.05.2020,1.0,1.0,120.0,310.0,,"Seeburgstrasse 12, 6006 Luzern",,luzern,2020-02-26,,,1.0,1.0,,290.0,440.0,,,1.0 +22885540,Wohnung,1145.0,,,,1.0,,nachVereinbarung,,,,,,6006 Luzern LU,2020-02-05,luzern,2020-02-26,,,,,,,,,, +22880874,Wohnung,770.0,630.0,140.0,,1.0,1.0,01.05.2020,,,290.0,160.0,,"Bireggstrasse 32, 6003 Luzern",,luzern,2020-02-26,,,1.0,,,410.0,540.0,780.0,, +22885265,Wohnung,2650.0,2300.0,350.0,115.0,6.0,1.0,16.07.2020,1.0,,50.0,50.0,,"Schädrütistrasse 18, 6006 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,400.0,400.0,2200.0,,1.0 +22884648,Attika,3550.0,3300.0,250.0,108.0,4.5,4.0,01.03.2020,1.0,1.0,,,,"Seefeldstrasse, 6006 Luzern",2020-02-04,luzern,2020-02-26,,1.0,1.0,1.0,1.0,,,,,1.0 +22880706,Wohnung,1810.0,,,72.0,3.0,,05.07.2020,,,,,,"Zihlmattweg 42, 6005 Luzern",2020-02-04,luzern,2020-02-26,,,,,,,,,, +22873175,Attika,2290.0,2030.0,260.0,97.0,3.5,2.0,01.05.2020,1.0,1.0,,,5.0,"Lützelmattstrasse 7, 6006 Luzern",2020-02-03,luzern,2020-02-26,2007,,1.0,,,,,,, +22876172,Wohnung,647.0,,,11.0,1.0,5.0,04.04.2020,1.0,1.0,,,,"Voltastrasse 40, 6005 Luzern LU",2020-02-04,luzern,2020-02-26,,,,1.0,,,,,, +22875593,Wohnung,3030.0,2780.0,250.0,126.0,4.5,2.0,01.05.2020,,1.0,500.0,500.0,3.0,"Morgartenstrasse 17, 6003 Luzern",2020-02-04,luzern,2020-02-26,1955,,,,,,,,, +22873228,Studio,1190.0,1050.0,140.0,25.0,1.5,2.0,sofort,,1.0,,200.0,3.0,"Rodteggstrasse 20, 6005 Luzern",2020-02-03,luzern,2020-02-26,2013,1.0,,1.0,,,,,,1.0 +22878078,Wohnung,1575.0,,,77.0,2.0,-1.0,01.04.2020,1.0,,200.0,500.0,,"Luegetenstrasse 13, 6004 Luzern",2020-02-04,luzern,2020-02-26,,1.0,,1.0,,,,,, +22873040,Wohnung,1190.0,980.0,210.0,57.0,3.0,1.0,01.04.2020,,1.0,300.0,1000.0,5.0,"Fluhmühlerain 1, 6015 Luzern",,luzern,2020-02-26,1960,,,,,200.0,200.0,,1500.0,1.0 +22880872,Wohnung,1770.0,1550.0,220.0,,3.5,0.0,01.05.2020,1.0,1.0,120.0,310.0,,"Seeburgstrasse 12, 6006 Luzern",,luzern,2020-02-26,,,1.0,,,290.0,440.0,,,1.0 +22936809,Wohnung,1960.0,1730.0,230.0,89.0,4.5,1.0,,1.0,1.0,100.0,500.0,,"Hirtenhofstrasse 36, 6005 Luzern",2020-02-03,luzern,2020-02-26,,1.0,,1.0,,,,,, +22868467,Wohnung,2130.0,1830.0,300.0,93.0,4.5,,01.03.2020,1.0,1.0,,,,"Zihlmattweg 42, 6005 Luzern",2020-02-03,luzern,2020-02-26,,,1.0,1.0,,,,,,1.0 +22871778,Wohnung,3300.0,3300.0,350.0,133.0,3.5,3.0,,,,,,,6004 Luzern,2020-02-03,luzern,2020-02-26,,,,,,,,,, +22868280,Wohnung,1500.0,1300.0,200.0,82.0,4.0,1.0,nachVereinbarung,1.0,,,,6.0,"Schädrütistrasse 42, 6006 Luzern",2020-02-03,luzern,2020-02-26,1960,,,1.0,,,,,, +22868365,Dachwohnung,2200.0,2070.0,130.0,60.0,3.0,,15.07.2020,1.0,1.0,150.0,100.0,,6005 Luzern,2020-02-03,luzern,2020-02-26,,,,,,,300.0,,1000.0, +22868674,Wohnung,1780.0,1520.0,260.0,74.0,4.0,2.0,sofort,1.0,,,,4.0,"Hirtenhofstrasse 6, 6005 Luzern",2020-02-03,luzern,2020-02-26,1974,1.0,1.0,1.0,,,,,,1.0 +22870038,Wohnung,1380.0,1150.0,230.0,,3.5,4.0,01.04.2020,,,400.0,2500.0,,"Thorenbergstrasse 13, 6014 Luzern",2020-02-03,luzern,2020-02-26,,1.0,,1.0,,,,,3000.0, +22868375,Wohnung,1650.0,1450.0,200.0,68.0,3.0,4.0,01.03.2020,1.0,,,,,"Dreilindenstrasse 15, 6006 Luzern",2020-02-03,luzern,2020-02-26,,,,1.0,,,,,, +13481986,Wohnung,2231.0,1981.0,250.0,101.0,4.5,5.0,13.03.2020,1.0,,50.0,50.0,4.0,"Wesemlinstrasse 1, 6006 Luzern",2020-02-03,luzern,2020-02-26,1920,,,1.0,,50.0,50.0,50.0,2000.0, +22879900,Wohnung,2490.0,2190.0,300.0,110.0,4.5,,sofort,1.0,1.0,300.0,,4.0,"Kreuzbuchstrasse 97, 6006 Luzern",2020-02-03,luzern,2020-02-26,1976,1.0,,1.0,1.0,,,,, +22870019,Dachwohnung,1485.0,1300.0,185.0,55.0,2.5,6.0,sofort,1.0,,80.0,200.0,,"Bireggstrasse 11, 6003 Luzern",2020-02-03,luzern,2020-02-26,,,,1.0,,,,,1200.0, +22859706,Wohnung,1300.0,1090.0,210.0,,3.5,,01.04.2020,1.0,,,,,"Unterwilrain 40, 6014 Luzern",2020-01-31,luzern,2020-02-26,,,,,1.0,,,,, +22868312,Wohnung,1795.0,1615.0,180.0,75.0,3.0,3.0,sofort,1.0,,300.0,400.0,4.0,"Rankhofstrasse 20, 6006 Luzern",2020-02-01,luzern,2020-02-26,1940,1.0,,1.0,,400.0,400.0,,1000.0, +22861695,Wohnung,1570.0,1330.0,240.0,82.0,3.5,11.0,nachVereinbarung,,1.0,800.0,1100.0,5.0,"Waldstrasse 5, 6015 Luzern",2020-01-31,luzern,2020-02-26,1970,1.0,,1.0,,450.0,450.0,1500.0,,1.0 +22858565,Wohnung,1930.0,1800.0,130.0,,3.0,,01.04.2020,1.0,,30.0,300.0,,"Klosterstrasse 17, 6003 Luzern",,luzern,2020-02-26,,,1.0,,1.0,460.0,460.0,,, +22859704,Wohnung,1560.0,1450.0,110.0,,2.0,0.0,,1.0,,100.0,150.0,,"Unterlachenstrasse 29, 6005 Luzern",2020-01-31,luzern,2020-02-26,,,,1.0,,,,,, +22866956,Wohnung,432.0,,,,1.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-03,luzern,2020-02-26,,,,,,,,,, +22859702,Wohnung,1200.0,,,,2.0,0.0,,,,,50.0,,"Bernstrasse, 6003 Luzern",2020-01-31,luzern,2020-02-26,,1.0,,,,200.0,,,500.0, +22866955,Wohnung,960.0,,,16.0,1.0,5.0,15.03.2020,1.0,1.0,,,,6004 Luzern LU,2020-02-03,luzern,2020-02-26,,,,1.0,,,,,, +22859707,Wohnung,1550.0,1350.0,200.0,,3.5,1.0,01.03.2020,1.0,,200.0,200.0,,"Bennenegg 28, 6014 Luzern",2020-01-31,luzern,2020-02-26,1972,1.0,,1.0,1.0,200.0,200.0,1000.0,2000.0,1.0 +22895662,Dachwohnung,1200.0,,,,4.5,5.0,01.03.2020,1.0,1.0,,,,"Sempacherstrasse 22, 6003 Luzern",2020-02-03,luzern,2020-02-26,,,,,,,,,, +22852386,Wohnung,1680.0,1480.0,200.0,93.0,3.5,3.0,01.04.2020,,,,,6.0,"Büttenenhalde 56, 6006 Luzern",2020-01-30,luzern,2020-02-26,1996,,,,,,,,, +22849723,Wohnung,1540.0,1340.0,200.0,50.0,3.0,2.0,sofort,,1.0,180.0,420.0,,"Blattenmoosstrasse 2, 6014 Luzern",,luzern,2020-02-26,,1.0,1.0,,1.0,80.0,210.0,,, +22855595,Wohnung,1560.0,1380.0,180.0,65.0,3.0,1.0,01.03.2020,1.0,,,,,"Elfenaustrasse 27, 6005 Luzern",2020-01-31,luzern,2020-02-26,,,,1.0,,,,,, +22850698,Wohnung,860.0,770.0,90.0,30.0,1.0,2.0,nachVereinbarung,1.0,1.0,10.0,100.0,5.0,"Kellerstrasse 29, 6005 Luzern",2020-01-30,luzern,2020-02-26,1963,,,1.0,,,,,2000.0, +22853335,Wohnung,900.0,,,14.0,1.0,1.0,01.04.2020,1.0,,,,,6005 Luzern LU,2020-01-31,luzern,2020-02-26,,,,,,,,,, +22852489,Wohnung,1280.0,1160.0,120.0,45.0,2.0,0.0,01.04.2020,1.0,1.0,250.0,450.0,,"Wesemlinstrasse 15, 6006 Luzern",2020-01-30,luzern,2020-02-26,,1.0,1.0,1.0,,,,,, +22936527,Wohnung,3650.0,3300.0,350.0,133.0,3.5,3.0,nachVereinbarung,,,100.0,50.0,,6004 Luzern,2020-01-31,luzern,2020-02-26,1600,,,,,150.0,150.0,150.0,600.0, +22852488,Wohnung,1480.0,1340.0,140.0,82.0,2.5,3.0,01.05.2020,,1.0,50.0,200.0,,"Obergrundstrasse 70, 6003 Luzern",2020-01-30,luzern,2020-02-26,,,,1.0,,100.0,100.0,1000.0,500.0,1.0 +22857316,Wohnung,2000.0,,,135.0,4.5,2.0,15.04.2020,,1.0,20.0,130.0,,"Industriestrasse 3, 6005 Luzern",2020-01-31,luzern,2020-02-26,2018,,,1.0,1.0,730.0,1020.0,,,1.0 +22852492,Wohnung,2100.0,1850.0,250.0,93.0,3.5,0.0,01.04.2020,1.0,1.0,100.0,50.0,4.0,"Neuhushof 13, 6014 Luzern",2020-01-30,luzern,2020-02-26,2016,,,1.0,1.0,20.0,100.0,800.0,2000.0,1.0 +22847259,Attika,889.0,,,85.0,3.5,,01.03.2020,,,,,,"Birkenstrasse 7, 6003 Luzern",2020-01-30,luzern,2020-02-26,,,,,,,,,, +22843387,Wohnung,1980.0,1800.0,180.0,85.0,2.5,1.0,01.04.2020,1.0,1.0,,,5.0,"Lützelmattstrasse 5, 6006 Luzern",2020-01-29,luzern,2020-02-26,2008,1.0,1.0,1.0,,,,,,1.0 +22843388,Wohnung,8200.0,,,227.0,5.0,2.0,,1.0,1.0,50.0,,,"HALDENSTRASSE, 6006 Luzern",2020-01-29,luzern,2020-02-26,1981,1.0,1.0,,,,,,,1.0 +22843380,Wohnung,1730.0,1480.0,250.0,,4.5,3.0,sofort,1.0,,400.0,400.0,,"Zumbachweg 16, 6005 Luzern",2020-01-29,luzern,2020-02-26,,1.0,,1.0,1.0,400.0,1000.0,1000.0,3700.0,1.0 +22936234,Wohnung,1375.0,,,,3.0,,nachVereinbarung,,,,,,"Würzenbachstrasse 48, 6006 Luzern",2020-01-30,luzern,2020-02-26,,,,,,,,,, +22854374,Wohnung,1920.0,1620.0,300.0,98.0,5.5,2.0,01.05.2020,1.0,,500.0,510.0,,"Unterwilrain 42, 6014 Luzern",2020-01-30,luzern,2020-02-26,,1.0,,1.0,1.0,250.0,300.0,,, +22843385,Wohnung,1090.0,1000.0,90.0,34.0,1.0,0.0,01.04.2020,1.0,1.0,400.0,500.0,,"Wesemlinstrasse 15, 6006 Luzern",2020-01-29,luzern,2020-02-26,,1.0,1.0,1.0,,600.0,600.0,1200.0,1500.0, +22848808,Wohnung,1490.0,1260.0,230.0,74.0,3.5,3.0,nachVereinbarung,1.0,1.0,200.0,1000.0,5.0,"Längweiherstr. 16, 6014 Luzern",2020-01-30,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,200.0,500.0,1500.0,,1.0 +22849316,Wohnung,1980.0,1820.0,160.0,110.0,5.5,4.0,sofort,1.0,,100.0,700.0,5.0,"Geissmattstrasse 19, 6004 Luzern",,luzern,2020-02-26,1947,,,1.0,,150.0,500.0,1200.0,500.0, +22843382,Wohnung,2270.0,2090.0,180.0,112.0,4.5,2.0,sofort,1.0,1.0,350.0,500.0,,"Matthofstrasse 6a, 6005 Luzern",2020-01-29,luzern,2020-02-26,,1.0,,1.0,1.0,550.0,,,,1.0 +22843377,Wohnung,1340.0,1170.0,170.0,60.0,3.0,1.0,,,,,,,"Baselstrasse 63, 6003 Luzern",2020-01-29,luzern,2020-02-26,,,,,,,,,, +22847990,Wohnung,1300.0,1110.0,190.0,55.0,2.0,0.0,01.04.2020,1.0,,200.0,700.0,5.0,"Geissmattstrasse 50, 6004 Luzern",,luzern,2020-02-26,1990,,,,,,,,1000.0, +22847642,Wohnung,1770.0,1570.0,200.0,92.0,3.5,1.0,nachVereinbarung,,,200.0,,,"Säntihof 8, 6014 Luzern",2020-01-29,luzern,2020-02-26,1997,,1.0,,,,,,, +22842167,Wohnung,1645.0,1425.0,220.0,,4.5,2.0,nachVereinbarung,1.0,,,,,"Unterwilrain 44, 6014 Luzern",2020-01-29,luzern,2020-02-26,,,1.0,1.0,,,,,, +22849746,Wohnung,1020.0,920.0,100.0,30.0,1.0,1.0,nachVereinbarung,,1.0,,,3.0,"Maihofstr. 68A, 6006 Luzern",2020-01-29,luzern,2020-02-26,1965,,,,,,198.0,,, +22847637,Wohnung,1870.0,1630.0,240.0,92.0,3.5,3.0,nachVereinbarung,,,200.0,,4.0,"Säntihof 6, 6014 Luzern",2020-01-29,luzern,2020-02-26,1997,,1.0,,,,,,, +22840688,Wohnung,1640.0,1510.0,130.0,63.0,2.5,,sofort,1.0,,,,4.0,"Sternmattstrasse 13, 6005 Luzern LU",2020-01-29,luzern,2020-02-26,1942,,,,,,,,, +22840362,Maisonette,4800.0,4450.0,350.0,,5.5,,27.03.2020,1.0,1.0,300.0,600.0,,"Mozartstrasse 30, 6004 Luzern",2020-01-29,luzern,2020-02-26,2016,,,1.0,,,,,2000.0,1.0 +22840366,Wohnung,1450.0,1270.0,180.0,56.0,3.0,0.0,01.04.2020,1.0,,,,,"Bernstrasse 39, 6003 Luzern",2020-01-29,luzern,2020-02-26,,1.0,,1.0,,,,,, +22831634,Wohnung,1850.0,1670.0,180.0,73.0,3.5,4.0,13.04.2020,1.0,,50.0,50.0,4.0,"Wesemlinstrasse 1, 6006 Luzern",2020-01-28,luzern,2020-02-26,1920,,,1.0,,50.0,50.0,50.0,2000.0, +22848879,Wohnung,1900.0,1640.0,260.0,76.0,3.5,12.0,01.03.2020,,1.0,25.0,25.0,5.0,"Zihlmattweg 44, 6005 Luzern",2020-01-29,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +22831641,Wohnung,1550.0,1350.0,200.0,64.0,2.0,2.0,01.05.2020,,1.0,20.0,,4.0,"Obergrundstrasse 72, 6003 Luzern",2020-01-28,luzern,2020-02-26,1960,,1.0,1.0,,50.0,50.0,50.0,1000.0, +22838733,Wohnung,1300.0,1110.0,190.0,55.0,2.0,0.0,,,,,,,6004 Luzern,2020-01-29,luzern,2020-02-26,,,,,,,,,, +22849068,Wohnung,1890.0,1690.0,200.0,66.0,3.5,2.0,nachVereinbarung,1.0,,,,,"Bodenhofstrasse 13, 6005 Luzern",2020-01-28,luzern,2020-02-26,,,,,,,,,, +22832804,Wohnung,3675.0,3375.0,300.0,155.0,5.5,4.0,01.06.2020,,1.0,300.0,350.0,5.0,"Johanna-Hodel-Gasse 3, 6005 Luzern",2020-01-28,luzern,2020-02-26,2012,1.0,,1.0,1.0,100.0,1200.0,450.0,2700.0, +22907717,Wohnung,1415.0,1185.0,230.0,,3.5,3.0,01.03.2020,,,,,,"Luzernerstrasse 67, 6014 Luzern",2020-01-28,luzern,2020-02-26,,,,,,,,,, +23002664,Wohnung,2490.0,2220.0,270.0,119.0,5.5,2.0,,,,250.0,1600.0,5.0,"Maihofstrasse 95 B, 6006 Luzern",2020-01-28,luzern,2020-02-26,2002,,,,,450.0,1600.0,1600.0,, +22848011,Wohnung,2240.0,1890.0,350.0,95.0,4.5,0.0,01.06.2020,,,,,4.0,"Sternmattstrasse 34, 6005 Luzern",2020-01-29,luzern,2020-02-26,1933,,,,,,,,,1.0 +22838841,Dachwohnung,1720.0,1520.0,200.0,,3.5,3.0,01.05.2020,1.0,,,,,"Sandeggstrasse 11, 6015 Luzern",2020-01-29,luzern,2020-02-26,,1.0,,1.0,,,,,, +22831572,Wohnung,1400.0,,,45.0,1.5,2.0,01.04.2020,,1.0,,,,"Moosstrasse 2, 6003 Luzern",2020-01-28,luzern,2020-02-26,,,,1.0,,,,,, +22828816,Wohnung,1820.0,1700.0,120.0,57.0,2.5,4.0,nachVereinbarung,1.0,,,,3.0,"Winkelriedstrasse 56, 6003 Luzern",2020-01-27,luzern,2020-02-26,1964,,,,,,,,, +22828985,Wohnung,1595.0,,,,3.5,2.0,,,1.0,,,,"Klosterstrasse 15, 6003 Luzern",2020-01-27,luzern,2020-02-26,,,,,,,,,, +22831527,Wohnung,1700.0,1550.0,150.0,71.0,2.5,-1.0,09.04.2020,,1.0,,,,"Bireggring 18, 6005 Luzern",2020-01-28,luzern,2020-02-26,2015,,1.0,1.0,,,,,,1.0 +22830050,Wohnung,1300.0,1100.0,200.0,210.0,1.0,5.0,01.05.2020,1.0,1.0,,,,"Pilatusstrasse 34, 6003 Luzern LU",2020-01-28,luzern,2020-02-26,,,,,,,,,, +22828993,Wohnung,2790.0,2500.0,290.0,116.0,2.5,1.0,,1.0,,200.0,400.0,3.0,"Obergrundstrasse 115, 6005 Luzern",2020-01-27,luzern,2020-02-26,1923,,,1.0,,400.0,400.0,,200.0,1.0 +22828984,Wohnung,1230.0,1050.0,180.0,58.0,2.5,3.0,01.04.2020,,1.0,150.0,100.0,,"Gibraltarstrasse 7, 6003 Luzern",2020-01-27,luzern,2020-02-26,,,,,,100.0,100.0,,100.0, +22831564,Wohnung,1930.0,1700.0,230.0,100.0,4.0,3.0,nachVereinbarung,1.0,,,,,"Nägelistrasse 5, 6004 Luzern",2020-01-28,luzern,2020-02-26,,,,,,,,,, +22828992,Wohnung,1870.0,1695.0,175.0,81.0,3.5,0.0,,1.0,,200.0,1000.0,,"Hirtenhofring 15, 6005 Luzern",2020-01-27,luzern,2020-02-26,,1.0,,1.0,1.0,500.0,,,, +22832079,Wohnung,1425.0,1185.0,240.0,,3.0,1.0,nachVereinbarung,,,,,,"Luzernerstrasse 77, 6014 Luzern",2020-01-27,luzern,2020-02-26,,,,,,,,,, +22826287,Wohnung,660.0,,,14.0,1.0,1.0,sofort,1.0,1.0,,,,6005 Luzern LU,2020-01-27,luzern,2020-02-26,,,1.0,,,,,,, +22905574,Wohnung,1230.0,,,60.0,2.5,,01.04.2020,,,,,,"Gibraltarstrasse 7, 6003 Luzern",2020-01-27,luzern,2020-02-26,,,,,,,,,, +22825952,Wohnung,1465.0,1295.0,170.0,,2.5,1.0,01.03.2020,,,,,,"Zürichstrasse 73, 6004 Luzern",2020-01-27,luzern,2020-02-26,,,,,,,,,, +22827502,Wohnung,1830.0,1690.0,140.0,74.0,3.5,6.0,sofort,,1.0,200.0,200.0,,"Sempacherstrasse 1, 6003 Luzern",2020-01-27,luzern,2020-02-26,,,,1.0,,,,,, +22824163,Wohnung,1600.0,1450.0,150.0,71.0,3.5,8.0,16.03.2020,1.0,1.0,500.0,900.0,,"Fluhmühlerain 20, 6015 Luzern",2020-01-27,luzern,2020-02-26,,1.0,,1.0,,50.0,250.0,250.0,2500.0,1.0 +22824141,Wohnung,1600.0,1450.0,150.0,71.0,3.5,7.0,sofort,1.0,1.0,500.0,900.0,,"Fluhmühlerain 24, 6015 Luzern",2020-01-27,luzern,2020-02-26,,1.0,,1.0,,50.0,250.0,250.0,2500.0,1.0 +22824206,Dachwohnung,2750.0,2550.0,200.0,96.0,4.5,3.0,01.05.2020,1.0,,,,,"Elfenaustrasse 39, 6005 Luzern",2020-01-27,luzern,2020-02-26,,,1.0,1.0,,,,,, +22825263,Wohnung,2170.0,1890.0,280.0,108.0,4.5,2.0,,1.0,1.0,,,,"Rothenpark 2, 6015 Luzern",2020-01-27,luzern,2020-02-26,,1.0,,,,,,,,1.0 +22824176,Wohnung,1300.0,1160.0,140.0,65.0,2.5,0.0,31.03.2020,1.0,,300.0,500.0,,"Luegetenstrasse 23, 6004 Luzern",2020-01-27,luzern,2020-02-26,,,,1.0,,500.0,500.0,,1000.0, +22831593,Wohnung,2500.0,2250.0,250.0,,4.0,,01.04.2020,,,250.0,200.0,,"Bergstrasse 25, 6004 Luzern",2020-01-27,luzern,2020-02-26,,1.0,,1.0,,,,,3600.0, +22811415,Wohnung,2520.0,2300.0,220.0,156.0,4.5,1.0,sofort,1.0,1.0,,,5.0,"Staldenhof Alt, 6014 Luzern",2020-01-24,luzern,2020-02-26,2016,1.0,,,,,,,,1.0 +22903830,Dachwohnung,2750.0,2500.0,250.0,80.0,3.0,3.0,01.05.2020,,,,,,"Reusssteg 10, 6003 Luzern",2020-01-24,luzern,2020-02-26,,,,,,,,,, +22811406,Wohnung,1980.0,1780.0,200.0,108.0,4.5,4.0,01.04.2020,1.0,1.0,100.0,650.0,,"Waldstrasse 7, 6015 Luzern",2020-01-24,luzern,2020-02-26,,,,,,350.0,350.0,,, +22821204,Wohnung,1920.0,1680.0,240.0,101.0,4.5,3.0,01.04.2020,,,,,6.0,"Büttenenhalde 60, 6006 Luzern",2020-01-25,luzern,2020-02-26,1996,,,,,,,,, +22814788,Wohnung,1440.0,1260.0,180.0,55.0,2.5,3.0,15.03.2020,1.0,1.0,100.0,100.0,,"Bruchstrasse 29, 6003 Luzern",,luzern,2020-02-26,1993,,,,,150.0,150.0,150.0,800.0, +22811423,Wohnung,1430.0,1260.0,170.0,60.0,3.0,2.0,01.03.2020,1.0,,,,,"Elfenaustrasse 36, 6005 Luzern",2020-01-24,luzern,2020-02-26,,,,,,,,,,1.0 +22974369,Wohnung,2200.0,1900.0,300.0,100.0,3.5,0.0,sofort,1.0,1.0,,,,"Tribschenstrasse (nähe Manorfood), 6005 Luzern",2020-01-24,luzern,2020-02-26,,,,,1.0,,,,,1.0 +22812226,Wohnung,1430.0,,,83.0,3.5,,nachVereinbarung,,,,,,"Langensandstrasse, 63, 6005 Luzern",2020-01-24,luzern,2020-02-26,,,,,,,,,, +22924324,Wohnung,990.0,,,,1.5,,nachVereinbarung,,,,,,6003 Luzern LU,2020-01-24,luzern,2020-02-26,,,,,,,,,, +22817221,Wohnung,2490.0,2190.0,300.0,110.0,4.5,3.0,sofort,1.0,1.0,,,4.0,"Kreuzbuchstrasse, 6006 Luzern",2020-01-24,luzern,2020-02-26,1976,1.0,,,,,,,, +22804823,Wohnung,1300.0,,,33.0,1.5,6.0,sofort,1.0,1.0,200.0,500.0,,"Kreuzbuchrain 12, 6006 Luzern",2020-01-23,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,,,,,1.0 +22811722,Wohnung,1500.0,1300.0,200.0,75.0,3.5,3.0,01.05.2020,,,100.0,800.0,5.0,"Würzenbachstr. 52, 6006 Luzern",2020-01-24,luzern,2020-02-26,1961,,1.0,,,,,,, +22806804,Attika,2127.0,1827.0,300.0,100.0,3.5,5.0,sofort,1.0,1.0,100.0,100.0,,"Ruopigenhöhe 12, 6015 Luzern",2020-01-23,luzern,2020-02-26,,1.0,1.0,1.0,,200.0,100.0,100.0,1000.0,1.0 +22808261,Maisonette,2400.0,2050.0,350.0,125.0,5.5,4.0,sofort,1.0,1.0,300.0,600.0,4.0,"Matthof 16, 6014 Luzern",2020-01-23,luzern,2020-02-26,1980,,,1.0,1.0,250.0,700.0,150.0,3000.0,1.0 +22806807,Wohnung,1440.0,1260.0,180.0,72.0,3.0,0.0,nachVereinbarung,1.0,,,,,"Elfenaustrasse 42, 6005 Luzern",2020-01-23,luzern,2020-02-26,,1.0,,,,,,,, +22684901,Wohnung,680.0,620.0,60.0,16.0,1.0,11.0,01.03.2020,1.0,1.0,,,,"Reusszopf 21, 6015 Luzern LU",2020-01-24,luzern,2020-02-26,2001,,1.0,,,,,,, +22808260,Wohnung,2340.0,2100.0,240.0,110.0,4.5,1.0,01.07.2020,1.0,1.0,200.0,100.0,4.0,"Neuhushof 9, 6014 Luzern",2020-01-23,luzern,2020-02-26,2016,,,,1.0,100.0,100.0,500.0,2000.0,1.0 +22807817,Wohnung,1480.0,1200.0,280.0,77.0,3.5,1.0,nachVereinbarung,,1.0,100.0,100.0,5.0,"Löwengrube 8, 6014 Luzern",2020-01-23,luzern,2020-02-26,1968,1.0,1.0,1.0,,,,,, +22555973,Wohnung,1670.0,1420.0,250.0,74.0,3.0,0.0,sofort,,,200.0,300.0,5.0,"Würzenbachmatte 29, 6006 Luzern",2020-01-23,luzern,2020-02-26,1961,,,,,150.0,500.0,1000.0,3000.0, +22800301,Wohnung,1990.0,1730.0,260.0,79.0,3.5,2.0,,1.0,1.0,,,4.0,"Schönbühlring 17, 6005 Luzern",2020-01-22,luzern,2020-02-26,1976,1.0,,1.0,1.0,,,,,1.0 +22964881,Wohnung,1700.0,,,,3.0,,01.05.2020,1.0,,,,,"sonnenbergstrasse 37e, 6005 Luzern",2020-01-22,luzern,2020-02-26,,,,,,,,,, +16178827,Wohnung,1799.0,1549.0,250.0,85.0,3.5,2.0,sofort,1.0,1.0,50.0,300.0,5.0,"Taubenhausstrasse 31, 6005 Luzern",2020-01-23,luzern,2020-02-26,1994,,,1.0,,,,,500.0, +22801374,Wohnung,755.0,,,,1.0,1.0,01.04.2020,1.0,1.0,,,,"Libellenstrasse 69, 6004 Luzern LU",2020-01-23,luzern,2020-02-26,,1.0,1.0,,,,,,, +22801395,Wohnung,1530.0,1290.0,240.0,60.0,4.5,2.0,nachVereinbarung,1.0,,,,,"Heiterweid 9, 6015 Luzern LU",2020-01-23,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22800300,Wohnung,1780.0,1600.0,180.0,63.0,2.5,0.0,,1.0,1.0,,,,"Hirtenhofstrasse 83, 6005 Luzern",2020-01-22,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22884391,Wohnung,1950.0,1750.0,200.0,82.0,4.5,3.0,sofort,1.0,1.0,,,,"St. Karli-Strasse 37, 6004 Luzern",2020-01-23,luzern,2020-02-26,,,,,,,,,, +22799854,Wohnung,1890.0,1730.0,160.0,74.0,3.5,0.0,nachVereinbarung,,,,,,"Claridenstrasse 9, 6003 Luzern",2020-01-22,luzern,2020-02-26,,,,,,,,,, +22799872,Wohnung,1640.0,1450.0,190.0,,3.5,3.0,nachVereinbarung,1.0,,,,,"Langensandstrasse 61-65, 6005 Luzern",2020-01-22,luzern,2020-02-26,,,,,1.0,,,,, +22990039,Studio,550.0,450.0,100.0,16.0,1.0,-1.0,01.04.2020,,,,,,"Friedberghalde 8, 6004 Luzern",2020-01-22,luzern,2020-02-26,1948,,,,,,,,, +22791064,Wohnung,1495.0,1300.0,195.0,71.0,3.5,0.0,sofort,,1.0,50.0,500.0,,"Würzenbachstrasse 62, 6006 Luzern, 6006 Luzern",2020-01-21,luzern,2020-02-26,,,,1.0,,,,,3000.0, +22789682,Wohnung,1521.0,1241.0,280.0,81.0,4.5,1.0,01.04.2020,,1.0,,,,"Stollberghalde 9, 6003 Luzern",2020-01-21,luzern,2020-02-26,,1.0,,,,,,,, +22788501,Dachwohnung,2060.0,,,65.0,2.5,,01.03.2020,,,,,,"Neustadtstrasse 8, 6003 Luzern",2020-01-21,luzern,2020-02-26,,,,,,,,,, +22789936,Wohnung,980.0,890.0,90.0,,3.0,0.0,sofort,,,160.0,400.0,,"Bernstrasse, 6003 Luzern",,luzern,2020-02-26,,,,,,1220.0,680.0,,, +22791203,Wohnung,2010.0,1720.0,290.0,104.0,3.5,3.0,01.04.2020,,,200.0,350.0,5.0,"Seefeldrain 3, 6006 Luzern",,luzern,2020-02-26,1964,,,,,1000.0,600.0,600.0,4000.0, +22789803,Wohnung,2010.0,1720.0,290.0,104.0,3.5,3.0,,,,,,,6006 Luzern,2020-01-21,luzern,2020-02-26,,,,,,,,,, +22798722,Wohnung,1990.0,1770.0,220.0,,4.5,3.0,sofort,1.0,1.0,,,,"Büttenenhalde 37, 6006 Luzern",2020-01-22,luzern,2020-02-26,,,,,,,,,, +22798721,Wohnung,1900.0,1700.0,200.0,85.0,3.5,5.0,sofort,1.0,1.0,,,,"Büttenenhalde 37, 6006 Luzern",2020-01-22,luzern,2020-02-26,,,,,,,,,, +22789937,Wohnung,1600.0,1420.0,180.0,,3.0,3.0,sofort,,,300.0,430.0,,"Bernstrasse 40, 6003 Luzern",,luzern,2020-02-26,,,1.0,,1.0,1230.0,680.0,,1000.0, +22789729,Wohnung,1300.0,1175.0,125.0,40.0,2.5,4.0,sofort,,,10.0,,,"Bernstrasse 7, 6003 Luzern",2020-01-21,luzern,2020-02-26,,,,,,,,,, +22779913,Wohnung,2180.0,2000.0,180.0,65.0,2.5,4.0,31.03.2020,,1.0,100.0,10.0,3.0,"Weggisgasse 12, 6004 Luzern",2020-01-20,luzern,2020-02-26,2015,,,,,150.0,150.0,150.0,250.0, +22785097,Wohnung,2850.0,2600.0,250.0,115.0,4.5,2.0,01.07.2020,1.0,1.0,200.0,500.0,,"Schädrütihalde 20, 6006 Luzern",,luzern,2020-02-26,,,,1.0,1.0,,,,,1.0 +22979555,Wohnung,1100.0,930.0,170.0,45.0,2.0,3.0,01.04.2020,,,,,5.0,"Hochhüsliweid 6, 6006 Luzern",2020-01-20,luzern,2020-02-26,1963,,1.0,,,,,,, +22779671,Attika,2180.0,2000.0,180.0,62.0,2.5,4.0,31.03.2020,,1.0,100.0,10.0,3.0,"Weggisgasse 12, 6004 Luzern",2020-01-20,luzern,2020-02-26,2015,,,1.0,,150.0,150.0,150.0,, +22905871,Wohnung,2630.0,2350.0,280.0,93.0,3.5,1.0,01.04.2020,,,,,3.0,"Brunnhalde 14, 6006 Luzern",2020-01-21,luzern,2020-02-26,1965,,,,,,,,, +22783738,Wohnung,1690.0,1500.0,190.0,60.0,3.0,2.0,01.04.2020,1.0,,,,,"Mozartstrasse 1, 6004 Luzern",2020-01-20,luzern,2020-02-26,,,,1.0,,,,,, +22779722,Wohnung,1850.0,1650.0,200.0,,3.5,1.0,01.04.2020,1.0,1.0,,,,"Bruchstrasse 57, 6003 Luzern",2020-01-20,luzern,2020-02-26,,1.0,,,,,,,, +22790071,Wohnung,1980.0,1700.0,280.0,,4.5,2.0,01.05.2020,,,,,,"Würzenbachstrasse 23, 6006 Luzern",2020-01-21,luzern,2020-02-26,,,,,,,,,, +22782642,Wohnung,1390.0,1190.0,200.0,52.0,2.5,4.0,01.04.2020,1.0,1.0,,,,"Bruchstrasse 24, 6003 Luzern",2020-01-20,luzern,2020-02-26,,,,,,,,,, +22905869,Wohnung,1248.0,1078.0,170.0,56.0,2.5,5.0,01.03.2020,1.0,1.0,100.0,2000.0,5.0,"Büttenenstrasse 18, 6006 Luzern",2020-01-20,luzern,2020-02-26,1974,,,,,500.0,2000.0,2000.0,, +22777066,Wohnung,720.0,650.0,70.0,17.0,1.0,3.0,16.03.2020,1.0,,,,,"17², Wesemlinstrasse, 1, 6006 Luzern LU",2020-01-20,luzern,2020-02-26,,,,,,,,,, +22832920,Wohnung,1750.0,,,,2.5,,nachVereinbarung,,,,,,6005 Luzern LU,2020-01-16,luzern,2020-02-26,,,,,,,,,, +22765562,Wohnung,2240.0,1970.0,270.0,66.0,2.5,3.0,nachVereinbarung,,1.0,,,,"Kramgasse 7, 6004 Luzern",2020-01-16,luzern,2020-02-26,,,,,,,,,, +22766476,Wohnung,1540.0,1300.0,240.0,80.0,4.5,2.0,01.03.2020,1.0,,,,6.0,"Elfenaustrasse 22, 6005 Luzern",2020-01-17,luzern,2020-02-26,1949,1.0,,1.0,,,,,, +22761622,Wohnung,1490.0,1270.0,220.0,80.0,4.0,3.0,nachVereinbarung,1.0,,,,5.0,"Mattweg 17, 6014 Luzern",2020-01-16,luzern,2020-02-26,1960,,,,,,,,, +22534230,Wohnung,1710.0,1420.0,290.0,89.0,4.5,4.0,01.03.2020,1.0,1.0,200.0,1000.0,5.0,"Längweiherstr. 16, 6014 Luzern",2020-01-17,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,200.0,500.0,1500.0,,1.0 +22766496,Wohnung,1640.0,1420.0,220.0,,4.0,8.0,sofort,1.0,1.0,300.0,400.0,,"Fluhmühlerain 2, 6015 Luzern",2020-01-17,luzern,2020-02-26,,,,1.0,1.0,,,,1000.0, +22766495,Wohnung,1450.0,1270.0,180.0,,3.0,8.0,sofort,1.0,1.0,300.0,400.0,,"Fluhmühlerain 2, 6015 Luzern",2020-01-17,luzern,2020-02-26,,,,1.0,1.0,,,,1000.0, +22501462,Wohnung,1495.0,1250.0,245.0,,4.5,2.0,16.04.2020,1.0,,500.0,500.0,,"Heiterweid 15, 6015 Luzern",,luzern,2020-02-26,1955,,,1.0,,,,,1000.0, +22757450,Wohnung,1690.0,1540.0,150.0,63.0,3.5,0.0,01.04.2020,1.0,,100.0,440.0,,"Auf Weinbergli 6, 6005 Luzern",2020-01-16,luzern,2020-02-26,,,,1.0,,940.0,880.0,920.0,, +22757021,Wohnung,1760.0,1580.0,180.0,80.0,3.5,6.0,nachVereinbarung,1.0,1.0,800.0,500.0,,"Eichenstrasse 10, 6015 Luzern",2020-01-16,luzern,2020-02-26,,,,,,,,,2500.0,1.0 +22748486,Wohnung,651.0,638.0,13.0,14.0,1.0,2.0,sofort,,,,,,"Sagenmattstrasse, 6003 Luzern LU",2020-01-15,luzern,2020-02-26,2013,,,,,,,,, +22758962,Wohnung,1590.0,1380.0,210.0,57.0,3.0,0.0,01.04.2020,,,150.0,800.0,4.0,"Geissmattstrasse 60, 6004 Luzern",2020-01-16,luzern,2020-02-26,1951,,1.0,1.0,,400.0,600.0,600.0,, +22759291,Wohnung,1420.0,1250.0,170.0,57.0,3.0,3.0,01.04.2020,1.0,,150.0,200.0,,"Imfangring 26, 6005 Luzern",2020-01-16,luzern,2020-02-26,,1.0,,1.0,,,,,3000.0, +22755842,Wohnung,2310.0,,,,3.5,,nachVereinbarung,,,,,,6005 Luzern LU,2020-01-16,luzern,2020-02-26,,,,,,,,,, +22749234,Wohnung,1730.0,1490.0,240.0,74.0,4.0,3.0,30.03.2020,1.0,,,,4.0,"Hochrütistrasse 14, 6005 Luzern",2020-01-15,luzern,2020-02-26,1956,,,1.0,,,,,, +22983787,Loft,1790.0,1340.0,450.0,140.0,2.0,1.0,nachVereinbarung,,,,,,6014 Luzern,2020-01-15,luzern,2020-02-26,,1.0,,,,,,,, +22749110,Wohnung,1650.0,1450.0,200.0,60.0,3.0,2.0,30.03.2020,1.0,,,,4.0,"Hochrütistrasse 14, 6005 Luzern",2020-01-15,luzern,2020-02-26,1956,,,1.0,,,,,, +22754218,Wohnung,2470.0,2260.0,210.0,118.0,4.5,3.0,sofort,,,,,,"Fluhmattstrasse 58, 6004 Luzern",2020-01-15,luzern,2020-02-26,,,,,,,,,, +22754846,Wohnung,2200.0,1920.0,280.0,108.0,4.5,3.0,01.04.2020,1.0,1.0,,,,"Rothenpark 3, 6015 Luzern",2020-01-16,luzern,2020-02-26,,1.0,,,,,,,,1.0 +22992951,Wohnung,1500.0,,,,3.5,,nachVereinbarung,,,,,,6003 Luzern LU,2020-01-14,luzern,2020-02-26,,,,,,,,,, +22734638,Dachwohnung,1795.0,1610.0,185.0,70.0,3.5,3.0,01.04.2020,1.0,1.0,200.0,200.0,,"Löwengrube 5, 6014 Luzern",2020-01-13,luzern,2020-02-26,,,,1.0,,,400.0,400.0,, +22734608,Wohnung,1580.0,1400.0,180.0,70.0,3.5,4.0,nachVereinbarung,1.0,,10.0,10.0,,"Urnerhofweg 4, 6004 Luzern",2020-01-13,luzern,2020-02-26,,,1.0,,,,,,1500.0, +22747520,Wohnung,2070.0,1850.0,220.0,100.0,4.0,1.0,01.04.2020,1.0,,,,,"Luegetenstrasse 17, 6004 Luzern",,luzern,2020-02-26,,1.0,,1.0,1.0,,,,, +22738290,Wohnung,1890.0,1690.0,200.0,92.0,4.5,2.0,01.04.2020,1.0,,150.0,800.0,,"Tribschenstrasse 74, 6005 Luzern",2020-01-13,luzern,2020-02-26,,,,1.0,1.0,,,,2000.0, +22746423,Wohnung,950.0,900.0,50.0,54.0,1.0,1.0,sofort,1.0,,,,,"Bodenhofstrasse 15, 6005 Luzern LU",2020-01-14,luzern,2020-02-26,2012,,,,,,,,, +22917881,Wohnung,1500.0,1350.0,150.0,58.0,2.5,0.0,,,1.0,200.0,180.0,,"Birkenstrasse 2, 6003 Luzern",2020-01-14,luzern,2020-02-26,,,1.0,1.0,,540.0,720.0,,1000.0, +22746958,Wohnung,1200.0,1050.0,150.0,33.0,2.0,2.0,01.04.2020,,,,,,"Landschaustrasse 46, 6006 Luzern",2020-01-14,luzern,2020-02-26,,,,,,,,,, +22751788,Wohnung,2560.0,2300.0,260.0,110.0,4.5,3.0,01.04.2020,1.0,1.0,300.0,,,"Unterlöchlistrasse 3, 6006 Luzern",2020-01-14,luzern,2020-02-26,,1.0,,1.0,1.0,,,,, +22728166,Wohnung,2310.0,2000.0,310.0,123.0,4.5,1.0,nachVereinbarung,1.0,1.0,20.0,20.0,5.0,"Grossmatte 2A-I, 6014 Luzern",,luzern,2020-02-26,2018,,1.0,1.0,1.0,650.0,610.0,,,1.0 +22726392,Wohnung,2725.0,2400.0,325.0,121.0,4.5,1.0,nachVereinbarung,,,100.0,1000.0,5.0,"Schlösslihalde 25, 6006 Luzern",2020-01-10,luzern,2020-02-26,2003,,,,,2000.0,1000.0,1000.0,4000.0, +22728144,Wohnung,1610.0,1460.0,150.0,56.0,2.5,3.0,nachVereinbarung,,,,,5.0,"Wesemlinstrasse 4, 6006 Luzern",2020-01-11,luzern,2020-02-26,2019,,,,,,,,, +22728272,Wohnung,1990.0,,,83.0,3.5,,01.04.2020,,,,,,"Sternenplatz 7, 6004 Luzern",2020-01-10,luzern,2020-02-26,,,,,,,,,, +22726604,Wohnung,3180.0,2900.0,280.0,148.0,5.5,4.0,01.07.2020,1.0,1.0,100.0,400.0,5.0,"Schädrütihalde 18, 6006 Luzern",,luzern,2020-02-26,2003,,,1.0,1.0,,,,,1.0 +22724215,Wohnung,5800.0,5300.0,500.0,150.0,4.5,3.0,01.04.2020,1.0,1.0,250.0,,,"Rigistrasse 26, 6006 Luzern",2020-01-10,luzern,2020-02-26,2018,,,,,,,,,1.0 +22728146,Wohnung,1820.0,1630.0,190.0,71.0,2.5,3.0,01.04.2020,,,,,5.0,"Wesemlinstrasse 2, 6006 Luzern",2020-01-11,luzern,2020-02-26,2019,,,,,,,,, +22720354,Wohnung,1560.0,,,60.0,2.0,4.0,01.03.2020,1.0,,1.0,5.0,,"Taubenhausstrasse 6, 6005 Luzern",2020-01-10,luzern,2020-02-26,,,,,,,,,, +22723969,Wohnung,2725.0,2400.0,325.0,121.0,4.5,1.0,,,,,,,6006 Luzern,2020-01-10,luzern,2020-02-26,,,,,,,,,, +22725499,Wohnung,1410.0,1270.0,140.0,49.0,2.5,4.0,01.04.2020,1.0,1.0,500.0,1500.0,4.0,"Kreuzbuchrain 10, 6006 Luzern",2020-01-26,luzern,2020-02-26,1970,,,1.0,,,,,,1.0 +22720578,Wohnung,1690.0,1410.0,280.0,80.0,4.5,3.0,01.04.2020,,,50.0,200.0,,"Sagenmattstrasse 26, 6003 Luzern",2020-01-09,luzern,2020-02-26,,,,,,800.0,800.0,800.0,, +22716639,Wohnung,1500.0,1380.0,120.0,60.0,3.0,2.0,01.04.2020,1.0,1.0,5.0,,,"Maihofstrasse 71, 6006 Luzern",2020-01-09,luzern,2020-02-26,,,,,,,,,, +22720601,Wohnung,1460.0,1200.0,260.0,70.0,3.5,1.0,01.04.2020,,,50.0,200.0,,"Sagenmattstrasse 26, 6003 Luzern",2020-01-09,luzern,2020-02-26,,,,,,800.0,800.0,800.0,, +22712964,Wohnung,1790.0,1600.0,190.0,70.0,3.5,4.0,,1.0,,,,,"Hirtenhofstrasse 16, 6005 Luzern",2020-01-09,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22716530,Wohnung,1310.0,1200.0,110.0,57.0,2.0,0.0,01.04.2020,,,,,,"An der Kleinen Emme 3, 6014 Luzern",2020-01-09,luzern,2020-02-26,,,,,,,,,,1.0 +22714218,Wohnung,1500.0,,,,2.0,,nachVereinbarung,,,,,,6000 Luzern LU,2020-01-09,luzern,2020-02-26,,,,,,,,,, +22712966,Wohnung,2080.0,1950.0,130.0,86.0,2.5,4.0,,1.0,1.0,700.0,400.0,5.0,"Zihlmattweg 19, 6005 Luzern",2020-01-09,luzern,2020-02-26,2016,1.0,,1.0,,,400.0,,2000.0,1.0 +22734003,Wohnung,1629.0,1409.0,220.0,,3.0,2.0,01.04.2020,1.0,,190.0,360.0,,"Rankhofstrasse 10, 6006 Luzern",2020-01-09,luzern,2020-02-26,,1.0,,1.0,,710.0,460.0,720.0,,1.0 +22712969,Wohnung,2550.0,2290.0,260.0,93.0,3.5,3.0,,1.0,1.0,,,3.0,"Oberseeburghöhe 10, 6006 Luzern",2020-01-09,luzern,2020-02-26,1993,,,1.0,1.0,,,,, +22720288,Wohnung,1995.0,,,72.0,3.0,1.0,01.03.2020,,,100.0,100.0,,"Sternenplatz 7, 6004 Luzern",2020-01-10,luzern,2020-02-26,1437,,,1.0,,,,,, +22712651,Wohnung,1920.0,1770.0,150.0,91.0,4.5,4.0,01.04.2020,1.0,1.0,50.0,,,"Rank 1, 6006 Luzern",2020-01-09,luzern,2020-02-26,,,,,,,,,4000.0, +22917886,Wohnung,1380.0,,,,3.0,-1.0,01.04.2020,1.0,1.0,200.0,1000.0,,"Würzenbachstrasse 61, 6006 Luzern",2020-01-09,luzern,2020-02-26,,,,1.0,,1200.0,1200.0,,, +22180776,Wohnung,1650.0,1470.0,180.0,63.0,3.0,1.0,01.03.2020,1.0,1.0,100.0,500.0,4.0,"Voltastrasse 20, 6005 Luzern",2020-01-09,luzern,2020-02-26,1956,1.0,,1.0,,200.0,200.0,,1000.0, +22704012,Wohnung,1560.0,,,,4.0,,nachVereinbarung,,,,,,6005 Luzern LU,2020-01-08,luzern,2020-02-26,,,,,,,,,, +22704011,Wohnung,1270.0,,,17.0,1.0,3.0,sofort,1.0,1.0,,,,"Kasimir-Pfyffer-Strasse 20, 6003 Luzern LU",2020-01-08,luzern,2020-02-26,,,,,,,,,, +22708043,Wohnung,1950.0,1750.0,200.0,84.0,3.5,2.0,01.04.2020,1.0,1.0,100.0,300.0,4.0,"Cheerstrasse 6, 6014 Luzern",2020-01-09,luzern,2020-02-26,2008,,,1.0,1.0,50.0,50.0,500.0,2000.0,1.0 +22712647,Attika,3480.0,3000.0,480.0,180.0,5.5,,01.04.2020,1.0,1.0,,,5.0,"Zyböriweg 1, 6004 Luzern",2020-01-09,luzern,2020-02-26,1984,,1.0,,,,,,,1.0 +22703451,Wohnung,2970.0,2750.0,220.0,119.0,4.5,1.0,01.05.2020,,,,,5.0,"Schönbühlring 20, 6005 Luzern",2020-01-08,luzern,2020-02-26,2014,,,,,,,,, +19417510,Dachwohnung,1750.0,1500.0,250.0,75.0,2.5,4.0,sofort,,,,,,"Grimselweg 4, 6005 Luzern",2020-01-08,luzern,2020-02-26,,,1.0,,,,,,, +22706370,Studio,2350.0,2200.0,150.0,49.0,2.0,5.0,nachVereinbarung,1.0,1.0,100.0,500.0,,"Abendweg 1, 6006 Luzern",,luzern,2020-02-26,,,,1.0,,500.0,500.0,300.0,, +22706706,Wohnung,1190.0,1020.0,170.0,,2.0,4.0,01.04.2020,1.0,1.0,,20.0,,"Bernstrasse 77, 6003 Luzern",2020-01-08,luzern,2020-02-26,,,,1.0,,,100.0,100.0,,1.0 +22903051,Wohnung,1927.0,1777.0,150.0,73.0,2.5,5.0,01.05.2020,1.0,1.0,,,,"Ulmenstrasse 14, 6003 Luzern",2020-01-05,luzern,2020-02-26,,,,,,,,,, +22956129,Wohnung,1387.0,1180.0,207.0,74.0,3.5,0.0,,1.0,,150.0,200.0,,"Mattweg 15, 6014 Luzern",2020-01-06,luzern,2020-02-26,1960,,,,,150.0,1000.0,1000.0,4000.0, +22704888,Wohnung,2970.0,2750.0,220.0,131.0,4.5,1.0,01.05.2020,,,,,5.0,"Schönbühlring 20, 6005 Luzern",2020-01-08,luzern,2020-02-26,2014,,,,,,,,, +22688425,Wohnung,1535.0,1350.0,185.0,68.0,2.5,0.0,,1.0,,200.0,500.0,5.0,"Luegetenstrasse 13, 6004 Luzern",2020-01-06,luzern,2020-02-26,1975,,,1.0,,,,,, +22699967,Wohnung,1640.0,1390.0,250.0,87.0,3.5,0.0,,1.0,1.0,300.0,150.0,5.0,"Matthof 32, 6014 Luzern",2020-01-08,luzern,2020-02-26,1982,,,1.0,1.0,200.0,700.0,300.0,3000.0,1.0 +22697635,Wohnung,1870.0,,,78.0,3.5,1.0,15.03.2020,1.0,,200.0,200.0,,"Hochrütistrasse 34, 6005 Luzern",2020-01-07,luzern,2020-02-26,,1.0,,1.0,,200.0,200.0,,2000.0, +22866870,Wohnung,630.0,,,,1.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-01-06,luzern,2020-02-26,,,,,,,,,, +22692124,Wohnung,1550.0,1400.0,150.0,56.0,2.5,3.0,,1.0,1.0,200.0,50.0,,"Bleicherstrasse 25, 6003 Luzern",2020-01-06,luzern,2020-02-26,,,,1.0,,,,,, +22703976,Wohnung,1600.0,1420.0,180.0,87.0,3.0,1.0,01.04.2020,,1.0,60.0,500.0,6.0,"Berglistrasse 38, 6003 Luzern",2020-01-08,luzern,2020-02-26,1967,,,,,110.0,300.0,300.0,, +22666205,Wohnung,720.0,670.0,50.0,20.0,1.0,1.0,nachVereinbarung,1.0,,,,5.0,"Obermättlistrasse 8, 6015 Luzern LU",2019-12-31,luzern,2020-02-26,1923,,,1.0,,,,,, +22686713,Maisonette,4150.0,3750.0,400.0,150.0,5.5,3.0,nachVereinbarung,1.0,,50.0,500.0,,"Abendweg 4, 6006 Luzern",2019-12-30,luzern,2020-02-26,,,,1.0,,300.0,300.0,500.0,1000.0,1.0 +22765614,Wohnung,2710.0,2400.0,310.0,147.0,5.5,4.0,01.06.2020,1.0,1.0,70.0,1010.0,5.0,"Cheerstrasse 13, 6014 Luzern",2019-12-30,luzern,2020-02-26,2015,1.0,,1.0,1.0,20.0,710.0,,,1.0 +22680142,Wohnung,1950.0,1750.0,200.0,83.0,3.5,3.0,29.02.2020,1.0,1.0,100.0,600.0,4.0,"Cheerstrasse 13, 6014 Luzern",2020-01-04,luzern,2020-02-26,2015,,,1.0,1.0,50.0,300.0,500.0,4000.0,1.0 +22667545,Dachwohnung,3980.0,3600.0,380.0,166.0,4.5,4.0,sofort,,1.0,20.0,30.0,,"Hirschmattstrasse 26, 6003 Luzern",2019-12-30,luzern,2020-02-26,,,,1.0,,1050.0,120.0,500.0,1500.0, +22909684,Attika,960.0,850.0,110.0,28.0,1.0,4.0,,1.0,1.0,200.0,300.0,4.0,"Kanonenstrasse 6, 6003 Luzern",2020-01-04,luzern,2020-02-26,1992,,1.0,,,,,,,1.0 +22678774,Wohnung,1530.0,1330.0,200.0,,4.5,3.0,01.03.2020,1.0,1.0,,50.0,,"Bernstrasse 112, 6003 Luzern",2020-01-03,luzern,2020-02-26,,,,1.0,,100.0,100.0,100.0,800.0,1.0 +22682554,Wohnung,1510.0,1300.0,210.0,70.0,3.5,0.0,sofort,1.0,,60.0,300.0,5.0,"Hirtenhofstrasse 72, 6005 Luzern",2020-01-05,luzern,2020-02-26,1968,1.0,,1.0,,800.0,1000.0,2000.0,3000.0,1.0 +22678214,Wohnung,1530.0,1300.0,230.0,76.0,4.5,3.0,01.04.2020,1.0,,100.0,100.0,,"Renggstrasse 8, 6014 Luzern",2020-01-03,luzern,2020-02-26,,1.0,,1.0,1.0,200.0,200.0,1000.0,2000.0,1.0 +22680134,Wohnung,2190.0,1900.0,290.0,102.0,5.5,1.0,,1.0,1.0,50.0,500.0,,"Hirtenhofstrasse 31, 6005 Luzern",2020-01-04,luzern,2020-02-26,,1.0,1.0,1.0,1.0,100.0,700.0,700.0,, +22568032,Wohnung,3810.0,3390.0,420.0,127.0,3.5,26.0,nachVereinbarung,,1.0,25.0,25.0,,"Zihlmattweg 42, 6005 Luzern",2019-12-20,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +22734078,Wohnung,1560.0,1340.0,220.0,60.0,3.5,2.0,01.04.2020,1.0,,250.0,290.0,,"Hünenbergstrasse 12, 6006 Luzern",,luzern,2020-02-26,,1.0,,1.0,,490.0,390.0,,, +22649906,Dachwohnung,936.0,,,,1.0,4.0,31.03.2020,,,25.0,25.0,,"Bernstrasse, 6003 Luzern",2019-12-24,luzern,2020-02-26,,,,,,500.0,500.0,,1000.0, +22659284,Wohnung,3300.0,3050.0,250.0,127.0,3.5,3.0,01.03.2020,1.0,1.0,400.0,100.0,3.0,"Cysatstrasse 15, 6004 Luzern",2019-12-27,luzern,2020-02-26,1987,1.0,,1.0,,900.0,300.0,300.0,500.0,1.0 +22653190,Wohnung,3290.0,3090.0,200.0,113.0,4.5,,sofort,,1.0,96.0,340.0,3.0,"Rosenberghalde, 6004 Luzern",2019-12-25,luzern,2020-02-26,2019,1.0,,,,,391.0,,, +22633866,Wohnung,1210.0,1050.0,160.0,50.0,2.5,2.0,nachVereinbarung,,,,,,"Hauptstrasse 50, 6015 Luzern",2019-12-20,luzern,2020-02-26,,,1.0,,,,,,, +23027642,Wohnung,2090.0,1970.0,120.0,72.0,3.0,1.0,01.04.2020,1.0,1.0,,,,"Dornacherstrasse 9, 6003 Luzern",2019-12-23,luzern,2020-02-26,,,,,,,,,, +22630468,Wohnung,1740.0,1550.0,190.0,72.0,3.0,5.0,,,,,,,6003 Luzern,2019-12-20,luzern,2020-02-26,,,,,,,,,, +22631420,Wohnung,1740.0,1550.0,190.0,72.0,3.0,5.0,nachVereinbarung,,,,,4.0,"Bundesplatz 3, 6003 Luzern",2019-12-20,luzern,2020-02-26,1951,,,,,,,,, +23027640,Wohnung,2030.0,1850.0,180.0,83.0,3.5,2.0,01.04.2020,1.0,1.0,174.0,162.0,,"Voltastrasse 24, 6005 Luzern",2019-12-23,luzern,2020-02-26,,,,,1.0,160.0,132.0,,808.0,1.0 +22895620,Attika,3362.0,3002.0,360.0,125.0,4.5,3.0,nachVereinbarung,1.0,1.0,,,3.0,"Hemschlenstrasse 12, 6006 Luzern",2019-12-17,luzern,2020-02-26,1999,,,1.0,,,,,,1.0 +22918712,Wohnung,3420.0,3200.0,220.0,99.0,3.5,,sofort,,,,,,6003 Luzern,2019-12-19,luzern,2020-02-26,,,,,,,,,, +22622589,Wohnung,1370.0,1150.0,220.0,,3.0,3.0,01.04.2020,1.0,,,,,"Bernerweg 6, 6003 Luzern",2019-12-19,luzern,2020-02-26,1963,,1.0,1.0,,,,,, +22607676,Wohnung,1910.0,1700.0,210.0,90.0,3.5,2.0,01.03.2020,1.0,,,,,"Kellerstrasse 27, 6005 Luzern",2019-12-18,luzern,2020-02-26,,,,,,,,,, +22625394,Wohnung,1800.0,,,,3.5,1.0,sofort,1.0,,960.0,3040.0,,"Rebstockhalde 42, 6006 Luzern",,luzern,2020-02-26,,,,,,1810.0,3070.0,,, +22605630,Wohnung,800.0,,,20.0,1.0,4.0,nachVereinbarung,1.0,,,,,"Libellenstrasse 61, 6004 Luzern LU",2019-12-16,luzern,2020-02-26,,1.0,,1.0,,,,,, +22617534,Wohnung,1192.0,1060.0,132.0,64.0,3.0,4.0,01.04.2020,1.0,,500.0,1000.0,5.0,"Obermättliweg 8, 6015 Luzern",2019-12-18,luzern,2020-02-26,1957,,1.0,,,500.0,1000.0,1000.0,, +22603099,Wohnung,2810.0,2530.0,280.0,111.0,4.5,5.0,01.03.2020,1.0,1.0,50.0,50.0,,"Moosstrasse 1, 6003 Luzern",2019-12-16,luzern,2020-02-26,,,1.0,,,,,,500.0, +22605498,Wohnung,1910.0,1700.0,210.0,75.0,3.5,,sofort,1.0,1.0,200.0,1000.0,4.0,"Bergstrasse 36, 6004 Luzern",2019-12-16,luzern,2020-02-26,1970,,,1.0,,500.0,500.0,1000.0,1000.0,1.0 +23010556,Attika,2380.0,2220.0,160.0,76.0,2.5,,nachVereinbarung,1.0,1.0,,,3.0,"Spannortstrasse 18, 6003 Luzern",2019-12-18,luzern,2020-02-26,2011,1.0,,,,,,,, +22585104,Wohnung,1440.0,1310.0,130.0,60.0,2.5,6.0,nachVereinbarung,,,100.0,100.0,,"Dornacherstrasse 15, 6003 Luzern",2019-12-12,luzern,2020-02-26,,,,,,,,,, +22855961,Wohnung,1950.0,1700.0,250.0,90.0,3.5,5.0,,1.0,1.0,50.0,50.0,,"Zürichstrasse 11, 6004 Luzern",2019-12-14,luzern,2020-02-26,,,,1.0,,,,,, +22598232,Wohnung,1760.0,1480.0,280.0,94.0,3.5,3.0,sofort,,,,,6.0,"Büttenenhalde 57, 6006 Luzern",2019-12-14,luzern,2020-02-26,1996,,,,,,,,, +22586721,Wohnung,540.0,,,,1.0,3.0,sofort,1.0,1.0,,,,"Tribschenstrasse 68, 6005 Luzern LU",2019-12-12,luzern,2020-02-26,,,,,,,,,, +22665700,Wohnung,500.0,,,,1.0,,sofort,,,,,,"Maihofhalde, 6006 Luzern",2019-12-16,luzern,2020-02-26,,,,,,,,,, +22585915,Wohnung,2470.0,2150.0,320.0,129.0,4.5,3.0,01.04.2020,1.0,1.0,250.0,300.0,4.0,"Ruopigenstrasse 28, 6015 Luzern",2019-12-12,luzern,2020-02-26,1996,,,,,100.0,100.0,250.0,1500.0, +22589412,Wohnung,2410.0,2100.0,310.0,,6.0,3.0,01.03.2020,1.0,1.0,350.0,350.0,,"Fluhmattstrasse 40, 6004 Luzern",2020-01-07,luzern,2020-02-26,,,1.0,,,500.0,400.0,400.0,1500.0, +22855966,Wohnung,1950.0,1700.0,250.0,89.0,2.5,6.0,,1.0,1.0,50.0,20.0,5.0,"Zürichstrasse 11, 6004 Luzern",2019-12-14,luzern,2020-02-26,1987,,,1.0,,,,,,1.0 +23012007,Wohnung,1950.0,1700.0,250.0,91.0,3.5,6.0,,1.0,1.0,50.0,20.0,,"Zürichstrasse 11, 6004 Luzern",2019-12-14,luzern,2020-02-26,,1.0,,1.0,,,,,, +22966733,Wohnung,2090.0,1890.0,200.0,79.0,2.5,2.0,01.04.2020,1.0,1.0,400.0,400.0,5.0,"Bürgenstrasse 9, 6005 Luzern",2019-12-13,luzern,2020-02-26,2011,,,1.0,,,,,,1.0 +22577201,Wohnung,2290.0,2120.0,170.0,83.0,3.5,3.0,01.04.2020,1.0,,,,,"Fluhmattstrasse 63, 6004 Luzern",2019-12-11,luzern,2020-02-26,,,,,,,,,, +22590765,Wohnung,1660.0,1540.0,120.0,46.0,2.5,0.0,01.03.2020,1.0,1.0,120.0,700.0,4.0,"Hirtenhofstrasse 4, 6005 Luzern",2019-12-09,luzern,2020-02-26,2019,,,,,400.0,480.0,480.0,, +22788675,Wohnung,2380.0,2180.0,200.0,82.0,2.5,1.0,01.03.2020,,1.0,120.0,160.0,,"Werftestrasse 2, 6005 Luzern",2019-12-09,luzern,2020-02-26,,1.0,1.0,1.0,1.0,560.0,,,,1.0 +22573651,Wohnung,2120.0,1860.0,260.0,108.0,4.5,3.0,sofort,1.0,1.0,,,,"Rothenpark 5, 6015 Luzern",2019-12-11,luzern,2020-02-26,,1.0,,,,,,,,1.0 +22565782,Attika,1820.0,1600.0,220.0,,3.5,4.0,sofort,1.0,,300.0,400.0,,"Hirtenhofstrasse 16, 6005 Luzern",2019-12-09,luzern,2020-02-26,,,,1.0,1.0,,,,, +22562465,Wohnung,2380.0,2180.0,200.0,74.0,3.5,1.0,01.03.2020,,1.0,300.0,300.0,,"Werftestrasse 2, 6005 Luzern",2019-12-09,luzern,2020-02-26,,,1.0,1.0,,,,,2000.0,1.0 +22312527,Dachwohnung,4190.0,3800.0,390.0,163.0,3.5,5.0,nachVereinbarung,,,,,,"Pilatusstrasse 26, 6003 Luzern",2019-12-10,luzern,2020-02-26,,,,,,,,,, +22575695,Wohnung,1680.0,1510.0,170.0,65.0,3.0,2.0,nachVereinbarung,1.0,1.0,,,,"Löwengrube 5, 6014 Luzern",2019-12-11,luzern,2020-02-26,,1.0,,1.0,,,,,, +21562437,Wohnung,1750.0,1600.0,150.0,40.0,2.0,,sofort,,1.0,130.0,500.0,3.0,"Sternmattstrasse 18, 6006 Luzern",,luzern,2020-02-26,2019,,1.0,,,400.0,400.0,400.0,, +22590766,Wohnung,1990.0,1850.0,140.0,64.0,2.5,,01.03.2020,1.0,1.0,120.0,700.0,4.0,"Hirtenhofstrasse 4, 6005 Luzern",2019-12-09,luzern,2020-02-26,2019,,,,,400.0,480.0,480.0,, +22544942,Wohnung,1430.0,1290.0,140.0,,2.0,3.0,sofort,,,,,,"Bernstrasse 9, 6003 Luzern LU",2019-12-05,luzern,2020-02-26,,,1.0,1.0,,,,,, +22545956,Wohnung,1930.0,1655.0,275.0,90.0,4.0,,nachVereinbarung,1.0,1.0,50.0,150.0,,"Giselistrasse 8, 6006 Luzern",2019-12-06,luzern,2020-02-26,,,1.0,1.0,,100.0,100.0,,,1.0 +22543276,Wohnung,1780.0,1530.0,250.0,92.0,4.5,2.0,sofort,,,,,,"Imfangring 16, 6005 Luzern",2019-12-05,luzern,2020-02-26,,,,,,,,,, +22544940,Wohnung,700.0,,,10.0,1.0,3.0,nachVereinbarung,1.0,1.0,,,,"Obergütschstrasse 33, 6003 Luzern LU",2019-12-05,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22542238,Wohnung,2710.0,2450.0,260.0,102.0,3.5,2.0,01.04.2020,1.0,1.0,500.0,,3.0,"Alpenquai 20, 6005 Luzern",2019-12-05,luzern,2020-02-26,1992,,,,,,,,2500.0,1.0 +22606066,Maisonette,6700.0,6300.0,400.0,190.0,4.5,4.0,nachVereinbarung,1.0,1.0,300.0,300.0,,6004 Luzern,2019-12-07,luzern,2020-02-26,,,,1.0,,1000.0,300.0,300.0,600.0, +22544025,Wohnung,2850.0,,,64.0,2.5,0.0,nachVereinbarung,1.0,1.0,100.0,400.0,,"Seeburgstrasse 26, 6006 Luzern",,luzern,2020-02-26,,,,1.0,,400.0,650.0,650.0,1000.0,1.0 +22546909,Dachwohnung,1100.0,925.0,175.0,40.0,2.0,,sofort,,,,,,"Stollbergrain 3, 6003 Luzern",2019-12-06,luzern,2020-02-26,,,,1.0,,,,,, +21921395,Wohnung,2470.0,2200.0,270.0,,4.5,,sofort,,1.0,,,,"Schäferweg 2, 6005 Luzern",2019-12-09,luzern,2020-02-26,,1.0,,,,,,,, +22539112,Wohnung,1540.0,1340.0,200.0,50.0,3.0,1.0,sofort,,,180.0,430.0,,"Blattenmoosstrasse 2, 6014 Luzern",2019-12-05,luzern,2020-02-26,,1.0,1.0,,1.0,80.0,210.0,,, +22908924,Wohnung,1590.0,1390.0,200.0,85.0,2.5,1.0,sofort,,1.0,,,,"Büttenenhalde 49, 6006 Luzern",2019-12-04,luzern,2020-02-26,,,,,,,,,,1.0 +23001094,Wohnung,1360.0,1240.0,120.0,,2.0,1.0,,1.0,,,,,"Ruopigenstrasse 20, 6015 Luzern",2019-12-04,luzern,2020-02-26,,1.0,1.0,1.0,,,,,, +22525472,Wohnung,1540.0,1280.0,260.0,74.0,3.5,4.0,nachVereinbarung,1.0,1.0,200.0,1000.0,5.0,"Längweiherstr. 20, 6014 Luzern",2019-12-03,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,200.0,500.0,1500.0,,1.0 +22680126,Wohnung,1790.0,1610.0,180.0,68.0,3.0,1.0,,,1.0,100.0,100.0,,"Bireggstrasse 14, 6003 Luzern",2019-12-05,luzern,2020-02-26,,,,1.0,,,,,, +22312306,Dachwohnung,1510.0,1300.0,210.0,65.0,3.5,3.0,nachVereinbarung,1.0,,,,,"Bernstrasse 20, 6003 Luzern",2020-01-14,luzern,2020-02-26,,,,1.0,,,,,, +22521727,Maisonette,1860.0,1680.0,180.0,,2.5,4.0,sofort,,,,,,"Eisengasse 13, 6004 Luzern",2019-12-03,luzern,2020-02-26,,,,1.0,,,,,, +22877792,Wohnung,1620.0,1500.0,120.0,65.0,3.0,3.0,01.03.2020,1.0,,100.0,100.0,,"Klosterstrasse 5, 6003 Luzern",,luzern,2020-02-26,,,,,,,,,, +22535439,Wohnung,1500.0,1350.0,150.0,90.0,3.5,4.0,sofort,1.0,,,,6.0,"Bennenegg, 13, 6014 Luzern LU",2019-12-04,luzern,2020-02-26,2018,1.0,,,,,,,, +22541852,Wohnung,1900.0,1620.0,280.0,80.0,4.0,3.0,nachVereinbarung,1.0,,100.0,150.0,4.0,"Matthofring 24, 6005 Luzern",2019-12-05,luzern,2020-02-26,1960,1.0,1.0,1.0,1.0,100.0,1000.0,1000.0,,1.0 +22523899,Wohnung,1720.0,1460.0,260.0,89.0,4.5,6.0,nachVereinbarung,1.0,1.0,200.0,1000.0,5.0,"Längweiherstr. 20, 6014 Luzern",2019-12-03,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,200.0,500.0,1500.0,,1.0 +22500594,Wohnung,2310.0,2060.0,250.0,100.0,4.5,1.0,01.03.2020,,,50.0,100.0,,"Denkmalstrasse 5, 6006 Luzern",2019-11-28,luzern,2020-02-26,,,,,,750.0,750.0,750.0,, +22506960,Wohnung,1535.0,1280.0,255.0,79.0,2.5,4.0,nachVereinbarung,,,,,,"Brünigstrasse 16, 6005 Luzern",2019-11-29,luzern,2020-02-26,,,,,,,,,, +22495995,Wohnung,1750.0,,,58.0,2.5,6.0,nachVereinbarung,1.0,1.0,,,3.0,"Winkelriedstrasse 56, 6003 Luzern LU",2019-11-27,luzern,2020-02-26,1963,,,,,,,,, +22518092,Dachwohnung,1850.0,1700.0,150.0,63.0,2.5,6.0,01.05.2020,1.0,1.0,,,3.0,"Kasimir-Pfyffer-Strasse 15, 6003 Luzern",2019-12-02,luzern,2020-02-26,1923,,1.0,,,,,,, +22493964,Wohnung,2250.0,1950.0,300.0,103.0,4.0,2.0,sofort,1.0,1.0,10.0,80.0,,"Klosterstrasse 12a, 6003 Luzern",2019-11-27,luzern,2020-02-26,,,,1.0,,,,,1000.0, +22492125,Dachwohnung,1240.0,1050.0,190.0,50.0,2.5,4.0,nachVereinbarung,,,,,5.0,"Neustadtstrasse 31, 6003 Luzern",2019-11-27,luzern,2020-02-26,1923,,,,,,,,, +22991228,Wohnung,1880.0,1690.0,190.0,84.0,3.5,0.0,sofort,1.0,1.0,50.0,1830.0,6.0,"Büttenenring 1a, 6006 Luzern",,luzern,2020-02-26,2018,,,1.0,1.0,280.0,2000.0,,,1.0 +22884417,Wohnung,2750.0,2500.0,250.0,,3.5,5.0,01.03.2020,1.0,1.0,390.0,660.0,,"Hirtenhofring 30, 6005 Luzern",2019-11-29,luzern,2020-02-26,2019,1.0,1.0,1.0,1.0,360.0,870.0,1000.0,,1.0 +22529385,Dachwohnung,3459.0,3119.0,340.0,167.0,5.5,6.0,01.03.2020,1.0,1.0,200.0,300.0,5.0,"Bleicherstrasse 21, 6003 Luzern",2019-11-29,luzern,2020-02-26,2011,,1.0,1.0,1.0,,,,1000.0, +22516547,Wohnung,2450.0,2200.0,250.0,100.0,4.0,1.0,01.04.2020,1.0,,,,4.0,"Maihofstrasse 27, 6004 Luzern",2019-12-02,luzern,2020-02-26,1903,,,1.0,,,,,, +22476304,Wohnung,1450.0,,,42.0,2.5,5.0,nachVereinbarung,,,,,,"Morgartenstrasse 5, 6003 Luzern",2019-11-25,luzern,2020-02-26,,,,,,,,,, +22465608,Wohnung,2130.0,1890.0,240.0,89.0,3.0,4.0,01.04.2020,,1.0,100.0,100.0,5.0,"Bruchstrasse 4, 6003 Luzern",2019-11-22,luzern,2020-02-26,2012,,,1.0,,,,,, +22768645,Wohnung,1750.0,1490.0,260.0,74.0,4.0,1.0,sofort,1.0,,,,5.0,"Hirtenhofstrasse 6, 6005 Luzern",2019-11-25,luzern,2020-02-26,1974,1.0,1.0,1.0,,,,,,1.0 +22991950,Wohnung,3120.0,2900.0,220.0,106.0,4.5,4.0,01.04.2020,1.0,1.0,,,,"Winkelriedstrasse 32, 6003 Luzern",2019-11-22,luzern,2020-02-26,,,,,,,,,, +22477147,Wohnung,2000.0,1800.0,200.0,77.0,3.0,1.0,sofort,,1.0,,,,"Hertensteinstrasse 66, 6004 Luzern",,luzern,2020-02-26,,,1.0,,,,,,, +22339467,Wohnung,1325.0,1185.0,140.0,34.0,1.5,4.0,sofort,1.0,1.0,400.0,2000.0,,"Kreuzbuchrain 14, 6006 Luzern",2019-11-25,luzern,2020-02-26,1975,,,1.0,,600.0,600.0,2000.0,8000.0,1.0 +21849431,Wohnung,2350.0,2100.0,250.0,107.0,4.5,5.0,nachVereinbarung,1.0,1.0,,,,"Kreuzbuchstrasse 101, 6006 Luzern",,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22476228,Wohnung,1700.0,,,,3.0,1.0,02.03.2020,1.0,,,,,"Ruflisbergstrasse, 6006 Luzern",2019-11-25,luzern,2020-02-26,,,,,,,,,, +22310608,Wohnung,2000.0,1800.0,200.0,97.0,4.0,6.0,nachVereinbarung,,,10.0,20.0,5.0,"Hallwilerweg 16, 6003 Luzern",2019-11-26,luzern,2020-02-26,1951,,,,,,,100.0,, +22443703,Wohnung,2400.0,2100.0,300.0,105.0,4.5,2.0,sofort,1.0,1.0,100.0,300.0,,"Langensandstrasse 74, 6005 Luzern",2019-11-19,luzern,2020-02-26,,1.0,,1.0,1.0,,,,3000.0,1.0 +22451028,Wohnung,1470.0,1250.0,220.0,80.0,3.5,3.0,nachVereinbarung,,1.0,,,6.0,"Obergütschrain 7, 6003 Luzern",2019-11-20,luzern,2020-02-26,1984,,,,,,,,, +22991951,Wohnung,3020.0,2800.0,220.0,107.0,3.5,2.0,01.04.2020,1.0,1.0,,,,"Winkelriedstrasse 32, 6003 Luzern",2019-11-22,luzern,2020-02-26,,,,,,,,,, +22905876,Wohnung,1946.0,1696.0,250.0,89.0,4.5,3.0,nachVereinbarung,1.0,1.0,100.0,2000.0,5.0,"Büttenenstrasse 16, 6006 Luzern",2019-11-19,luzern,2020-02-26,1974,,,,1.0,500.0,2000.0,2000.0,, +22443702,Wohnung,2600.0,2400.0,200.0,100.0,2.5,4.0,,,,50.0,150.0,,"Furrengasse 11, 6004 Luzern",2019-11-19,luzern,2020-02-26,1642,,,,,,,,1500.0, +22450415,Wohnung,1619.0,1489.0,130.0,55.0,2.5,1.0,sofort,,,300.0,500.0,3.0,"Grüneggstrasse 10, 6005 Luzern",2019-11-20,luzern,2020-02-26,1958,,,,,500.0,500.0,500.0,2000.0, +22447435,Wohnung,1520.0,1300.0,220.0,70.0,3.5,4.0,sofort,,,100.0,200.0,,"Obergrundstrasse 85, 6005 Luzern",2019-11-20,luzern,2020-02-26,,,,,,,,,400.0, +19863483,Wohnung,1670.0,1450.0,220.0,81.0,3.5,2.0,nachVereinbarung,,1.0,,,5.0,"Maihofstr. 68A, 6006 Luzern",2019-11-15,luzern,2020-02-26,1965,,,,,,198.0,,, +22395380,Wohnung,1800.0,1600.0,200.0,,3.5,6.0,nachVereinbarung,1.0,1.0,,,,"Birkenstrasse 11, 6003 Luzern",2019-11-12,luzern,2020-02-26,,,,1.0,,,,,, +22505763,Wohnung,1990.0,1830.0,160.0,74.0,2.5,4.0,,,1.0,,,,"Löwengraben 11|13, 6004 Luzern",2019-11-14,luzern,2020-02-26,,,,1.0,,,,,, +21396180,Wohnung,1550.0,,,,4.0,1.0,sofort,1.0,,200.0,500.0,,"Rothenring 25, 6015 Luzern",2019-11-07,luzern,2020-02-26,1960,,,1.0,,,,,1000.0, +22442762,Wohnung,1890.0,1650.0,240.0,,4.5,,nachVereinbarung,1.0,,,,,"Giselistrasse 4, 6006 Luzern",2019-11-06,luzern,2020-02-26,,,,1.0,,,,,, +22393200,Wohnung,1950.0,1750.0,200.0,58.0,2.5,2.0,12.04.2020,1.0,,630.0,90.0,,"Fluhmattstrasse 2, 6004 Luzern",,luzern,2020-02-26,,,1.0,,1.0,1170.0,340.0,,, +22738965,Wohnung,1820.0,1680.0,140.0,64.0,2.5,1.0,,1.0,,250.0,250.0,3.0,"Dammstrasse 11, 6003 Luzern",2019-11-11,luzern,2020-02-26,1923,,,,1.0,500.0,500.0,,1000.0, +22367561,Maisonette,2000.0,1800.0,200.0,80.0,2.5,0.0,nachVereinbarung,1.0,,100.0,1000.0,4.0,"Schlösslihalde 15E, 6006 Luzern",2019-11-07,luzern,2020-02-26,2003,1.0,,,,2000.0,1000.0,1000.0,4000.0, +22370207,Wohnung,1290.0,1100.0,190.0,51.0,2.0,1.0,,,,,,,6004 Luzern,2019-11-07,luzern,2020-02-26,,,,,,,,,, +22940890,Wohnung,1090.0,910.0,180.0,43.0,2.5,,01.07.2020,1.0,1.0,,,,"Fluhmühlerain 12, 6015 Luzern",2019-11-06,luzern,2020-02-26,,1.0,,1.0,1.0,,,,, +22371269,Wohnung,1600.0,1390.0,210.0,80.0,3.0,3.0,sofort,1.0,1.0,,,,"Dufourstrasse 27, 6003 Luzern",2019-11-08,luzern,2020-02-26,,,,,,,,,, +22940891,Wohnung,1495.0,1275.0,220.0,71.0,3.5,,01.07.2020,1.0,1.0,,,,"Fluhmühlerain 12, 6015 Luzern",2019-11-06,luzern,2020-02-26,,1.0,,1.0,1.0,,,,, +15361217,Loft,1790.0,1440.0,350.0,140.0,2.0,2.0,nachVereinbarung,,,200.0,200.0,6.0,"Grossmatte, 6014 Luzern",2020-01-23,luzern,2020-02-26,2012,1.0,,1.0,,,,,2000.0, +22395812,Wohnung,1400.0,1200.0,200.0,,2.5,2.0,sofort,,,,,,"Schrotmättli 13A, 6014 Luzern",2019-11-06,luzern,2020-02-26,,,,,,,,,, +22477231,Wohnung,1830.0,1530.0,300.0,80.0,3.0,1.0,sofort,1.0,,10.0,500.0,,"Bodenhofstrasse 2, 6005 Luzern",2019-11-04,luzern,2020-02-26,,1.0,,1.0,,200.0,200.0,,, +22359358,Wohnung,1500.0,,,,3.0,3.0,sofort,1.0,,8.0,10.0,,"Obergrundstrasse 71a, 6003 Luzern",2019-11-29,luzern,2020-02-26,,,1.0,1.0,1.0,200.0,,,150.0, +22330000,Wohnung,4650.0,4200.0,450.0,152.0,5.5,,,1.0,,50.0,900.0,,"Bellerivestrasse 40, 6006 Luzern",2019-11-02,luzern,2020-02-26,1976,1.0,,1.0,,1100.0,1100.0,,,1.0 +22869780,Wohnung,1680.0,1540.0,140.0,68.0,3.5,1.0,sofort,1.0,1.0,,,,"Liebenauweg 10, 6006 Luzern",2019-10-30,luzern,2020-02-26,,,1.0,,,,,,,1.0 +22491405,Wohnung,990.0,890.0,100.0,36.0,1.0,,01.04.2020,,1.0,100.0,100.0,,"Voltastrasse 40, 6005 Luzern",2019-11-06,luzern,2020-02-26,,,,,,,,,, +22339984,Wohnung,1735.0,1520.0,215.0,91.0,3.5,2.0,nachVereinbarung,,,,,5.0,"Studhaldenstrasse 3, 6005 Luzern",2019-11-04,luzern,2020-02-26,1965,,,,,,,,, +22357464,Wohnung,2470.0,2210.0,260.0,115.0,5.5,0.0,sofort,,1.0,,,,"Büttenenhalde 36, 6006 Luzern",2019-11-06,luzern,2020-02-26,,,1.0,,,,,,, +22145238,Attika,2050.0,1950.0,100.0,60.0,2.5,6.0,sofort,,1.0,240.0,320.0,3.0,"Burgerstrasse 17, 6003 Luzern",2019-11-06,luzern,2020-02-26,2014,,,1.0,,,,,, +21339799,Wohnung,2235.0,1950.0,285.0,120.0,4.5,1.0,sofort,1.0,1.0,,,,"Geissmattstrasse 46, 6004 Luzern",2019-10-31,luzern,2020-02-26,,,,1.0,,,,,,1.0 +22270596,Terrassenwohnung,1920.0,1700.0,220.0,75.0,3.5,0.0,sofort,1.0,1.0,200.0,1000.0,,"Bergstrasse 36, 6004 Luzern",2019-10-23,luzern,2020-02-26,,1.0,1.0,1.0,,1000.0,1000.0,3000.0,1500.0,1.0 +22271830,Wohnung,1920.0,1700.0,220.0,75.0,3.5,1.0,sofort,1.0,1.0,200.0,1000.0,,"Bergstrasse 36, 6004 Luzern",2019-10-23,luzern,2020-02-26,,1.0,,,,,,,1500.0,1.0 +22307221,Wohnung,2140.0,1890.0,250.0,108.0,4.5,2.0,01.04.2020,1.0,1.0,,,,"Rothenpark 3, 6015 Luzern",2019-10-29,luzern,2020-02-26,,1.0,,,,,,,,1.0 +22306027,Wohnung,2230.0,2010.0,220.0,88.0,3.5,3.0,01.06.2020,1.0,1.0,50.0,50.0,,"Kreuzbuchstrasse 65, 6006 Luzern",2019-10-29,luzern,2020-02-26,,,,,,50.0,50.0,2200.0,5000.0, +22263782,Wohnung,2990.0,2710.0,280.0,135.0,4.0,1.0,01.04.2020,1.0,,10.0,10.0,4.0,"Hirschmattstrasse 28, 6003 Luzern",2019-10-22,luzern,2020-02-26,,,,,,,,,, +22991231,Attika,2360.0,2170.0,190.0,73.0,2.5,6.0,sofort,1.0,1.0,,,,"Eschenstrasse 26, 6005 Luzern",2019-10-25,luzern,2020-02-26,,,1.0,1.0,,,,,, +22287772,Wohnung,2360.0,2170.0,190.0,73.0,3.5,5.0,sofort,,,,,2.0,"Neustadtstr. 6, 6003 Luzern",2019-10-25,luzern,2020-02-26,1963,,,,,,189.0,,, +22410050,Wohnung,1920.0,1690.0,230.0,105.0,4.5,2.0,sofort,1.0,1.0,140.0,500.0,,"Giselihalde 9, 6006 Luzern",2019-10-28,luzern,2020-02-26,,,,,,250.0,400.0,400.0,4000.0, +22918680,Dachwohnung,2500.0,2300.0,200.0,120.0,2.5,2.0,nachVereinbarung,,,,,,6006 Luzern,2019-10-28,luzern,2020-02-26,,1.0,,,,,,,,1.0 +22306028,Wohnung,2880.0,2590.0,290.0,115.0,4.5,3.0,01.06.2020,1.0,1.0,50.0,50.0,,"Kreuzbuchstrasse 65, 6006 Luzern",2019-10-29,luzern,2020-02-26,,,,,,50.0,50.0,2200.0,5000.0, +22420914,Wohnung,1340.0,1250.0,90.0,36.0,1.5,2.0,nachVereinbarung,1.0,1.0,50.0,20.0,,"Langensandstrasse, 6005 Luzern",2019-10-18,luzern,2020-02-26,,,,,,,,,2000.0, +22420911,Wohnung,2680.0,2500.0,180.0,84.0,3.5,5.0,nachVereinbarung,1.0,1.0,50.0,100.0,4.0,"Langensandstrasse, 6005 Luzern",2019-10-18,luzern,2020-02-26,2018,,,,,,,,2000.0, +22770777,Wohnung,1600.0,1440.0,160.0,46.0,3.5,,sofort,,,150.0,510.0,,"Geissmattstrasse 3, 6004 Luzern",,luzern,2020-02-26,,,,,,710.0,720.0,,, +22221444,Wohnung,1530.0,1350.0,180.0,70.0,3.5,3.0,nachVereinbarung,1.0,,,,,"Maihofstrasse 6, 6004 Luzern",2019-10-15,luzern,2020-02-26,,1.0,,1.0,,,,,, +22238909,Wohnung,2020.0,1720.0,300.0,109.0,4.5,2.0,,1.0,1.0,300.0,500.0,4.0,"Matthof 26, 6014 Luzern",2019-10-17,luzern,2020-02-26,1982,,,1.0,1.0,200.0,600.0,200.0,3000.0,1.0 +22908855,Wohnung,1900.0,1700.0,200.0,,3.5,2.0,sofort,1.0,1.0,80.0,850.0,,"Steinhofstrasse 60, 6003 Luzern",2019-10-16,luzern,2020-02-26,,,,,,,,,, +22238609,Wohnung,1560.0,1390.0,170.0,70.0,3.0,5.0,sofort,,1.0,,150.0,,"Alpenstrasse 5, 6004 Luzern",2019-10-17,luzern,2020-02-26,,,1.0,,,,,,, +22260550,Wohnung,1820.0,1620.0,200.0,90.0,4.5,3.0,nachVereinbarung,,,,,5.0,"Würzenbachhalde 7, 6006 Luzern",2019-10-22,luzern,2020-02-26,1961,1.0,1.0,,1.0,,,,,1.0 +22251801,Wohnung,1565.0,1460.0,105.0,35.0,2.5,4.0,nachVereinbarung,,1.0,,,2.0,"Seehof 7, 6004 Luzern LU",2019-10-20,luzern,2020-02-26,1985,,,,,,,,, +22245838,Wohnung,1565.0,1460.0,105.0,35.0,2.5,4.0,nachVereinbarung,,1.0,,,2.0,"Seehof 7, 6004 Luzern",2019-10-18,luzern,2020-02-26,1985,,,,,,,,, +22196532,Wohnung,1710.0,1480.0,230.0,71.0,3.5,3.0,nachVereinbarung,,1.0,,,4.0,"Neustadtstr. 8c, 6003 Luzern",2019-10-11,luzern,2020-02-26,1961,,,,,,184.0,,, +22223176,Wohnung,1550.0,1300.0,250.0,72.0,4.0,7.0,nachVereinbarung,,,700.0,1000.0,5.0,"Fluhmühlerain 9, 6015 Luzern",2019-10-15,luzern,2020-02-26,1966,,,,,400.0,800.0,800.0,, +22870036,Wohnung,1870.0,1690.0,180.0,75.0,3.0,2.0,sofort,1.0,,300.0,400.0,4.0,"Rankhofstrasse 20, 6006 Luzern",2019-10-15,luzern,2020-02-26,1940,1.0,,1.0,,400.0,400.0,,1000.0, +21193155,Dachwohnung,2100.0,1870.0,230.0,100.0,4.5,,nachVereinbarung,,,,,4.0,"Bernstrasse 57 b, 6003 Luzern",2019-10-03,luzern,2020-02-26,,,,,,,,,, +22210067,Wohnung,1930.0,1750.0,180.0,60.0,3.0,2.0,sofort,,,100.0,100.0,,"Friedenstrasse 7, 6004 Luzern",,luzern,2020-02-26,,,1.0,,,,,,, +17323378,Wohnung,1890.0,1650.0,240.0,97.0,3.5,0.0,sofort,1.0,1.0,20.0,20.0,6.0,"Grossmatte 2A-I, 6014 Luzern",,luzern,2020-02-26,2018,,1.0,1.0,1.0,650.0,610.0,,,1.0 +22918689,Wohnung,1460.0,1360.0,100.0,67.0,1.5,1.0,nachVereinbarung,,,,,,6014 Luzern,2019-10-03,luzern,2020-02-26,,1.0,,,,,,,, +21989914,Wohnung,950.0,800.0,150.0,18.0,1.5,1.0,sofort,,,100.0,100.0,,"Grimselweg 4, 6005 Luzern",2019-10-15,luzern,2020-02-26,,,,1.0,,,,,, +21689361,Wohnung,1790.0,1540.0,250.0,80.0,3.5,4.0,sofort,1.0,1.0,,,,"Unter-Geissenstein 8, 6005 Luzern",2019-10-14,luzern,2020-02-26,,,,1.0,,,,,, +22089242,Wohnung,1995.0,1615.0,380.0,110.0,4.5,2.0,nachVereinbarung,,1.0,,,6.0,"Liebenauweg 6, 6006 Luzern",2019-10-03,luzern,2020-02-26,1978,,,,,,307.0,,, +22122909,Wohnung,1620.0,1470.0,150.0,,3.5,3.0,sofort,1.0,,,,,"Mattweg, 6014 Luzern",2019-09-30,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +21872717,Dachwohnung,1590.0,1300.0,290.0,58.0,3.0,2.0,sofort,1.0,,250.0,250.0,,"Hochrütiring 11, 6005 Luzern",2019-09-30,luzern,2020-02-26,,1.0,1.0,1.0,,,500.0,500.0,2000.0, +22137579,Wohnung,1820.0,1700.0,120.0,58.0,2.5,7.0,nachVereinbarung,,,,,3.0,"Winkelriedstrasse 56, 6003 Luzern",2019-09-30,luzern,2020-02-26,1964,,,,,,,,, +22129023,Wohnung,1800.0,1600.0,200.0,70.0,3.5,1.0,sofort,1.0,,,,,"St.-Karli-Strasse, 6004 Luzern",2019-10-01,luzern,2020-02-26,,,,,,,,,, +22130587,Wohnung,3100.0,2850.0,250.0,110.0,5.0,1.0,sofort,1.0,,250.0,,3.0,"Adligenswilerstrasse 25, 6006 Luzern",2019-10-02,luzern,2020-02-26,1923,,,1.0,,,,,, +21427926,Wohnung,2690.0,2350.0,340.0,120.0,4.5,2.0,,1.0,1.0,,,,"Rosenbergweg 2, 6004 Luzern",2019-09-24,luzern,2020-02-26,,,,1.0,1.0,,,,,1.0 +22130578,Wohnung,1580.0,1370.0,210.0,72.0,3.5,1.0,,1.0,1.0,300.0,300.0,5.0,"Kanonenstrasse 8, 6003 Luzern",2019-10-02,luzern,2020-02-26,1992,,,,,,,,,1.0 +22143919,Dachwohnung,2140.0,1840.0,300.0,103.0,3.5,6.0,nachVereinbarung,1.0,1.0,,,5.0,"Cheerstrasse 13d, 6014 Luzern",2019-10-03,luzern,2020-02-26,2016,1.0,,1.0,,,,,, +22128369,Wohnung,3000.0,2700.0,300.0,130.0,4.5,0.0,sofort,1.0,,,,3.0,"Langensandweg 12, 6005 St. Niklausen LU",2019-10-01,luzern,2020-02-26,1963,1.0,1.0,1.0,,,,,,1.0 +22420861,Wohnung,1550.0,1320.0,230.0,,3.0,4.0,sofort,,,,,,"Dammstrasse 17, 6003 Luzern",2019-09-24,luzern,2020-02-26,,,,,,,,,, +21223579,Maisonette,2500.0,2250.0,250.0,118.0,4.5,2.0,sofort,1.0,1.0,100.0,300.0,3.0,"Jodersmatt 8, 6014 Luzern",2019-09-13,luzern,2020-02-26,1992,1.0,1.0,1.0,1.0,200.0,200.0,750.0,3000.0, +22035194,Wohnung,1850.0,1620.0,230.0,77.0,3.5,3.0,nachVereinbarung,1.0,1.0,,,4.0,"Maihofstr. 68A, 6006 Luzern",2019-09-16,luzern,2020-02-26,1965,,,,,,198.0,,,1.0 +22012547,Wohnung,1920.0,1800.0,120.0,73.0,2.5,5.0,nachVereinbarung,,,100.0,250.0,4.0,"Zähringerstrasse 7, 6003 Luzern",,luzern,2020-02-26,1909,,1.0,1.0,,,,,, +22035275,Wohnung,1700.0,1590.0,110.0,60.0,2.5,,,,,,,,6015 Luzern / LU,2019-09-16,luzern,2020-02-26,,,,,,,,,, +22040351,Wohnung,1680.0,1480.0,200.0,80.0,3.5,,sofort,1.0,,10.0,1150.0,,"Obergütschstrasse 9, 6003 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,430.0,2660.0,,,1.0 +22049589,Wohnung,2995.0,2740.0,255.0,96.0,4.0,7.0,sofort,1.0,1.0,230.0,300.0,4.0,"Wesemlinstrasse 2, 6006 Luzern",,luzern,2020-02-26,2019,,1.0,1.0,,500.0,310.0,,,1.0 +22420909,Wohnung,1990.0,1870.0,120.0,58.0,2.5,3.0,nachVereinbarung,1.0,1.0,50.0,100.0,4.0,"Langensandstrasse, 6005 Luzern",2019-09-23,luzern,2020-02-26,2018,,,,,,,,2000.0, +16241976,Wohnung,4990.0,4690.0,300.0,160.0,5.5,0.0,sofort,1.0,1.0,350.0,1000.0,,"Bellerivestrasse 25, 6006 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,1000.0,1000.0,1500.0,3200.0,1.0 +22388299,Wohnung,1700.0,1430.0,270.0,103.0,5.5,4.0,nachVereinbarung,1.0,,500.0,500.0,5.0,"Unterwilrain 48, 6014 Luzern",2019-09-20,luzern,2020-02-26,1967,,,,,400.0,400.0,1000.0,, +22402173,Wohnung,2025.0,1775.0,250.0,120.0,3.5,2.0,sofort,,1.0,,,,"An der Kleinen Emme 2, 6014 Luzern",2019-09-17,luzern,2020-02-26,,,,,,,,,, +21978396,Wohnung,1630.0,1450.0,180.0,,3.0,,sofort,1.0,1.0,200.0,100.0,,"Bireggstrasse 29, 6003 Luzern",2019-09-07,luzern,2020-02-26,,,,1.0,1.0,,,,1400.0, +22143938,Wohnung,1735.0,1490.0,245.0,79.0,3.5,3.0,sofort,1.0,1.0,,500.0,,"Udelbodenstrasse 3, 6014 Luzern",2019-09-06,luzern,2020-02-26,,,,1.0,,,,,2000.0, +21976724,Wohnung,1840.0,1650.0,190.0,85.0,4.0,3.0,sofort,,1.0,,,4.0,"Maihofstrasse 44, 6004 Luzern",2019-09-09,luzern,2020-02-26,1960,,,1.0,,,,,, +22078309,Attika,3900.0,3600.0,300.0,130.0,4.5,6.0,nachVereinbarung,1.0,1.0,250.0,,3.0,"Lindenhausstrasse 2a, 6005 Luzern",2019-09-06,luzern,2020-02-26,2019,,1.0,1.0,,,,,1200.0, +21424634,Wohnung,2590.0,2350.0,240.0,90.0,4.5,,sofort,1.0,1.0,,,3.0,"Obergrundstrasse 91, 6003 Luzern",2019-09-09,luzern,2020-02-26,1905,,,,,,,,, +22248060,Wohnung,3400.0,2950.0,450.0,175.0,6.5,0.0,sofort,1.0,1.0,,,5.0,"Schweizerhausstrasse 15, 6006 Luzern",2019-09-05,luzern,2020-02-26,1979,1.0,,1.0,,,,,,1.0 +21988166,Wohnung,1450.0,1250.0,200.0,68.0,3.0,2.0,sofort,1.0,,180.0,420.0,,"Blattenmoosstr 4, 6014 Luzern",,luzern,2020-02-26,,1.0,1.0,,1.0,80.0,210.0,,, +21989818,Wohnung,1450.0,1300.0,150.0,55.0,2.0,3.0,01.04.2020,1.0,,300.0,350.0,,"Hochrütistrasse 32, 6005 Luzern",2020-01-23,luzern,2020-02-26,,,,1.0,,400.0,400.0,400.0,, +22983909,Attika,3900.0,,,152.0,4.5,8.0,nachVereinbarung,1.0,1.0,,,,6006 Luzern,2019-09-12,luzern,2020-02-26,,,,,,,,,, +21989801,Wohnung,1490.0,1290.0,200.0,70.0,3.0,1.0,sofort,1.0,,500.0,1000.0,5.0,"Elfenaustrasse 29, 6005 Luzern",2019-09-09,luzern,2020-02-26,1959,,,1.0,,,,,1500.0, +22067158,Wohnung,2170.0,1850.0,320.0,110.0,4.5,1.0,nachVereinbarung,1.0,1.0,,,,"Büttenenhalde 38, 6006 Luzern",2019-08-29,luzern,2020-02-26,,1.0,1.0,1.0,1.0,,,,,1.0 +21956732,Wohnung,1440.0,1260.0,180.0,35.0,2.0,2.0,nachVereinbarung,,,300.0,,2.0,"Stollbergstrasse 18, 6003 Luzern",2019-09-04,luzern,2020-02-26,1939,,1.0,1.0,1.0,400.0,400.0,,, +21944806,Wohnung,1480.0,1200.0,280.0,84.0,3.5,3.0,01.04.2020,1.0,1.0,10.0,100.0,6.0,"Baselstrasse 33, 6003 Luzern",2019-09-03,luzern,2020-02-26,1970,,1.0,1.0,,500.0,500.0,1000.0,,1.0 +21817852,Wohnung,1470.0,1300.0,170.0,,3.0,2.0,,1.0,,320.0,800.0,,"Würzenbachstrasse 51, 6006 Luzern",2019-10-14,luzern,2020-02-26,,1.0,,1.0,,,,,, +21952482,Wohnung,2100.0,1870.0,230.0,99.0,4.5,1.0,sofort,,,200.0,500.0,4.0,"Grüneggstrasse 19, 6005 Luzern",2019-09-04,luzern,2020-02-26,1952,,,,,500.0,500.0,500.0,2000.0, +22420913,Wohnung,2190.0,2000.0,190.0,95.0,3.5,3.0,nachVereinbarung,1.0,1.0,50.0,20.0,,"Langensandstrasse, 6005 Luzern",2019-08-30,luzern,2020-02-26,,,,,,,,,2000.0, +20668824,Wohnung,2090.0,1890.0,200.0,92.0,3.0,2.0,sofort,1.0,1.0,100.0,100.0,5.0,"Bruchstrasse 4, 6003 Luzern",2019-09-04,luzern,2020-02-26,2012,,,1.0,,,,,, +22680136,Attika,4630.0,4200.0,430.0,180.0,6.5,9.0,,1.0,1.0,50.0,500.0,,"Hirtenhofstrasse 36, 6005 Luzern",2019-09-05,luzern,2020-02-26,,1.0,1.0,1.0,1.0,100.0,600.0,1000.0,,1.0 +22936864,Dachwohnung,1930.0,1800.0,130.0,73.0,2.5,4.0,nachVereinbarung,1.0,1.0,700.0,400.0,5.0,"Zihlmattweg 19, 6005 Luzern",2019-09-04,luzern,2020-02-26,2016,1.0,,1.0,,,400.0,,2000.0,1.0 +21896013,Wohnung,2400.0,2190.0,210.0,94.0,3.5,1.0,sofort,,,,,5.0,"Stutzstrasse 2, 6005 Luzern",2019-08-26,luzern,2020-02-26,2017,,,,,,,,, +22727539,Wohnung,1330.0,1180.0,150.0,61.0,2.5,0.0,sofort,1.0,1.0,20.0,20.0,6.0,"Grossmatte 2A-I, 6014 Luzern",,luzern,2020-02-26,2018,,1.0,1.0,1.0,650.0,610.0,,, +21894812,Wohnung,1285.0,1190.0,95.0,32.0,1.0,3.0,nachVereinbarung,1.0,,100.0,100.0,4.0,"Ledergasse 10, 6004 Luzern",2019-08-26,luzern,2020-02-26,2019,,,1.0,,,,,2000.0, +19222117,Wohnung,1990.0,1840.0,150.0,,3.5,,sofort,1.0,,40.0,330.0,,"Maihofstrasse 39, 6004 Luzern",,luzern,2020-02-26,,,,1.0,,490.0,540.0,490.0,, +22944033,Wohnung,2220.0,,,100.0,4.5,,01.03.2020,1.0,1.0,200.0,300.0,,"Seefeldstrasse, 6006 Luzern",2019-08-19,luzern,2020-02-26,,,,,1.0,470.0,470.0,2200.0,5000.0, +22562464,Wohnung,4885.0,4605.0,280.0,159.0,4.5,4.0,16.03.2020,1.0,1.0,50.0,400.0,3.0,"Fluhmattstrasse 36, 6004 Luzern",2019-08-23,luzern,2020-02-26,2019,,,1.0,1.0,400.0,350.0,500.0,2300.0, +21821682,Wohnung,2650.0,2350.0,300.0,114.0,3.5,6.0,nachVereinbarung,,,300.0,100.0,,"Winkelriedstrasse 36, 6003 Luzern",2019-08-14,luzern,2020-02-26,,,,,,700.0,700.0,700.0,, +21859115,Wohnung,1540.0,1310.0,230.0,80.0,3.5,4.0,nachVereinbarung,,,5.0,50.0,,"Matthofring 62, 6005 Luzern",2019-08-21,luzern,2020-02-26,,,,,,10.0,10.0,350.0,, +22264243,Wohnung,1500.0,1310.0,190.0,50.0,2.5,,sofort,1.0,1.0,50.0,,,"Klosterstrasse 15, 6003 Luzern",2019-08-12,luzern,2020-02-26,,,,1.0,,,,,, +21797074,Loft,1510.0,1360.0,150.0,67.0,1.5,1.0,sofort,1.0,,100.0,300.0,3.0,"Oberbergsrasse 3, 6014 Luzern",2019-08-09,luzern,2020-02-26,1979,1.0,1.0,1.0,,,,,3000.0, +21811549,Wohnung,1340.0,1200.0,140.0,51.0,2.0,2.0,nachVereinbarung,,,,,4.0,"Sagenmattstrasse 20, 6003 Luzern",2019-08-13,luzern,2020-02-26,1943,,,,,,,,, +22417138,Wohnung,1310.0,1130.0,180.0,37.0,2.0,0.0,nachVereinbarung,1.0,,,,,"Stollbergstrasse 18, 6003 Luzern",2019-07-22,luzern,2020-02-26,,1.0,1.0,1.0,,,,,, +21910259,Wohnung,1470.0,1250.0,220.0,70.0,3.5,,sofort,1.0,,,,,"Unterwilrain 44, 6014 Luzern",2019-07-27,luzern,2020-02-26,,,1.0,1.0,,,,,, +22518393,Wohnung,1650.0,1500.0,150.0,,3.5,1.0,sofort,1.0,,200.0,650.0,,"Obermättlistrasse 6, 6015 Luzern",2019-07-17,luzern,2020-02-26,,1.0,,1.0,1.0,130.0,450.0,450.0,, +22032116,Wohnung,2295.0,2075.0,220.0,110.0,4.5,1.0,nachVereinbarung,1.0,,,,,"Zürichstrasse 83, 6004 Luzern",2019-08-09,luzern,2020-02-26,,,,1.0,,,,,, +21652740,Wohnung,2900.0,2700.0,200.0,,3.5,5.0,sofort,,1.0,,,,"Zentralstrasse 18, 6003 Luzern",2019-07-16,luzern,2020-02-26,,1.0,1.0,,,,,,, +21647844,Attika,2590.0,2340.0,250.0,100.0,3.5,5.0,sofort,1.0,1.0,10.0,100.0,5.0,"Luzernerstrasse 133a, 6014 Luzern",2019-07-15,luzern,2020-02-26,2019,1.0,1.0,1.0,,500.0,500.0,500.0,1000.0,1.0 +22870033,Wohnung,5200.0,4800.0,400.0,218.0,4.5,1.0,,1.0,1.0,400.0,,3.0,"Guggistrasse 14a, 6005 Luzern",2019-08-07,luzern,2020-02-26,2013,,,1.0,,,,,1600.0,1.0 +22064417,Wohnung,7900.0,7000.0,900.0,230.0,6.5,1.0,nachVereinbarung,1.0,1.0,160.0,450.0,,6003 Luzern,2019-07-19,luzern,2020-02-26,1772,,,1.0,,220.0,550.0,1200.0,1100.0, +22111070,Attika,2400.0,2210.0,190.0,73.0,2.5,6.0,sofort,1.0,1.0,,,,"Eschenstrasse 26, 6005 Luzern",2019-07-15,luzern,2020-02-26,,,,1.0,,,,,,1.0 +21735401,Wohnung,1470.0,1330.0,140.0,72.0,2.5,4.0,,,1.0,,,5.0,"Neustadtstrasse 7, 6003 Luzern",2019-07-30,luzern,2020-02-26,1962,,,,,,,,, +21250768,Wohnung,1630.0,1390.0,240.0,82.0,3.5,13.0,nachVereinbarung,,1.0,800.0,1100.0,,"Waldstrasse 5, 6015 Luzern",2019-07-10,luzern,2020-02-26,1970,1.0,,1.0,,450.0,450.0,1500.0,,1.0 +22717532,Maisonette,3900.0,3455.0,445.0,184.0,5.5,3.0,sofort,1.0,1.0,,,4.0,"Schönbühlstrand 14, 6005 Luzern",2019-07-02,luzern,2020-02-26,1992,1.0,,1.0,1.0,,,,,1.0 +21586549,Dachwohnung,3700.0,,,127.0,4.5,5.0,,1.0,1.0,30.0,50.0,4.0,"Hirschmattstrasse 8, 6003 Luzern",2019-11-18,luzern,2020-02-26,2017,,,1.0,,,,,, +22482938,Wohnung,1850.0,1660.0,190.0,75.0,3.5,2.0,sofort,1.0,1.0,200.0,200.0,,"St. Karlistrasse 66, 6004 Luzern",,luzern,2020-02-26,,,1.0,1.0,1.0,,,,1000.0, +21557672,Wohnung,8550.0,,,227.0,5.0,3.0,sofort,1.0,,50.0,,,"Haldenstrasse 22, 6006 Luzern",2019-12-12,luzern,2020-02-26,1982,,,,,,,,,1.0 +21586554,Maisonette,6900.0,,,320.0,8.0,3.0,sofort,1.0,1.0,100.0,300.0,,"Langensandstrasse, 6005 Luzern",2019-07-05,luzern,2020-02-26,,1.0,,1.0,1.0,300.0,500.0,,,1.0 +22855964,Maisonette,2050.0,1850.0,200.0,81.0,3.5,5.0,,1.0,1.0,100.0,100.0,4.0,"Museggstrasse 8a, 6004 Luzern",2019-06-29,luzern,2020-02-26,1987,,,1.0,,,,,,1.0 +21260347,Wohnung,1770.0,1620.0,150.0,70.0,3.5,,,,,,,,6015 Luzern / LU,2019-07-10,luzern,2020-02-26,,,,,,,,,, +21517240,Wohnung,4461.0,4301.0,160.0,121.0,4.5,2.0,sofort,1.0,1.0,,,,"Brandgässli 5, 6004 Luzern",2019-06-26,luzern,2020-02-26,,,,,,,,,, +20957707,Wohnung,3365.0,2910.0,455.0,160.0,6.0,1.0,nachVereinbarung,1.0,,170.0,400.0,5.0,"Reckenbühlstrasse 8, 6005 Luzern",2019-06-06,luzern,2020-02-26,1898,,,1.0,,,,,1100.0, +21460841,Wohnung,1490.0,1300.0,190.0,,3.0,2.0,sofort,1.0,,,,,"Grüneggstrasse 26, 6005 Luzern",2019-06-14,luzern,2020-02-26,,,1.0,,,,,,, +22855969,Wohnung,3150.0,2800.0,350.0,153.0,4.5,7.0,,1.0,1.0,20.0,20.0,5.0,"Zürichstrasse 7, 6004 Luzern",2019-06-08,luzern,2020-02-26,1987,1.0,,1.0,,,,,, +22483790,Wohnung,3870.0,3650.0,220.0,119.0,3.5,6.0,sofort,1.0,1.0,100.0,100.0,,"Schönbühlring 18, 6005 Luzern",2019-06-21,luzern,2020-02-26,,1.0,,1.0,1.0,400.0,400.0,,,1.0 +21514434,Wohnung,1430.0,1290.0,140.0,35.0,2.5,,nachVereinbarung,,,150.0,260.0,,"Bernstrasse 3, 6003 Luzern",,luzern,2020-02-26,,,,,,400.0,610.0,,, +22492564,Maisonette,1550.0,1350.0,200.0,73.0,3.5,4.0,sofort,1.0,,100.0,300.0,,"Bernstrasse 75, 6003 Luzern",2019-06-06,luzern,2020-02-26,,,,1.0,,,,,, +21395783,Wohnung,7400.0,,,227.0,6.0,1.0,,1.0,1.0,50.0,,,"Haldenstrasse 28, 6006 Luzern",2019-06-07,luzern,2020-02-26,1982,1.0,,,,,,,,1.0 +21285726,Wohnung,1670.0,1420.0,250.0,87.0,3.5,2.0,sofort,1.0,1.0,300.0,400.0,5.0,"Matthof 22, 6014 Luzern",2019-05-21,luzern,2020-02-26,1983,,,1.0,1.0,200.0,500.0,700.0,3000.0,1.0 +20898914,Wohnung,1780.0,1610.0,170.0,,4.0,3.0,sofort,,,20.0,350.0,,"Baselstrasse 97, 6003 Luzern",,luzern,2020-02-26,,,1.0,1.0,,490.0,700.0,,, +22420910,Wohnung,2280.0,2100.0,180.0,85.0,3.5,1.0,nachVereinbarung,1.0,1.0,50.0,100.0,5.0,"Langensandstrasse, 6005 Luzern",2019-06-03,luzern,2020-02-26,2018,,,,,,,,2000.0, +21218628,Wohnung,2230.0,2050.0,180.0,95.0,3.5,6.0,nachVereinbarung,1.0,1.0,50.0,,,"Rank 1, 6006 Luzern",2019-05-10,luzern,2020-02-26,,,,1.0,,,,,2000.0, +20591414,Wohnung,1710.0,1510.0,200.0,79.0,3.5,3.0,sofort,,,,,,"Imfangring 16, 6005 Luzern",2019-04-26,luzern,2020-02-26,,,,,,,,,, +21200202,Wohnung,1640.0,1415.0,225.0,84.0,2.0,4.0,nachVereinbarung,,1.0,200.0,10.0,5.0,"Weinmarkt 11, 6004 Luzern",2019-05-08,luzern,2020-02-26,1956,,,1.0,,1500.0,1500.0,1500.0,, +22483793,Wohnung,1420.0,1250.0,170.0,57.0,3.0,3.0,sofort,1.0,,150.0,150.0,,"Imfangring 28, 6005 Luzern",2020-01-09,luzern,2020-02-26,,1.0,,1.0,,,,,3500.0, +20634110,Wohnung,2240.0,1940.0,300.0,94.0,4.5,4.0,nachVereinbarung,,,5.0,100.0,4.0,"Obergrundstrasse 73, 6003 Luzern",2019-03-26,luzern,2020-02-26,1998,,1.0,,,250.0,300.0,300.0,1000.0, +20882306,Wohnung,2189.0,1949.0,240.0,109.0,4.0,2.0,sofort,,,,,,"Obergrundstrasse 106, 6005 Luzern",2019-03-22,luzern,2020-02-26,,,,,,,,,, +22483819,Wohnung,2550.0,2400.0,150.0,46.0,2.5,4.0,sofort,1.0,,150.0,50.0,,"Grabenstrasse 7 | Weggisgasse 8, 6004 Luzern",2019-03-27,luzern,2020-02-26,,,,1.0,,,,,, +21216722,Attika,2590.0,2340.0,250.0,100.0,3.5,5.0,sofort,1.0,1.0,20.0,50.0,3.0,"Luzernerstrasse 133 a, 6014 Luzern",2019-05-10,luzern,2020-02-26,2019,1.0,1.0,1.0,1.0,200.0,200.0,200.0,3000.0,1.0 +21855416,Wohnung,2970.0,2700.0,270.0,120.0,4.5,4.0,sofort,1.0,,,,,"Wesemlinrain 8, 6006 Luzern",2019-05-17,luzern,2020-02-26,,,1.0,,,,,,,1.0 +22558083,Wohnung,1670.0,1420.0,250.0,64.0,4.0,0.0,sofort,1.0,1.0,100.0,400.0,,"Sagenmattrain 3, 6003 Luzern",2019-03-31,luzern,2020-02-26,,1.0,,1.0,1.0,400.0,400.0,,,1.0 +22483813,Wohnung,2020.0,1790.0,230.0,89.0,3.5,2.0,nachVereinbarung,1.0,1.0,100.0,500.0,,"Adligenswilerstrasse 99, 6006 Luzern",2019-03-07,luzern,2020-02-26,,1.0,,,1.0,500.0,300.0,,3000.0, +20426847,Wohnung,2550.0,,,56.0,2.5,1.0,sofort,1.0,1.0,150.0,300.0,,"Kreuzbuchstrasse 33b, 6006 Luzern",2019-01-16,luzern,2020-02-26,,1.0,1.0,1.0,,,,,,1.0 +22420915,Wohnung,2590.0,2350.0,240.0,119.0,4.5,2.0,nachVereinbarung,1.0,1.0,50.0,20.0,,"Langensandstrasse, 6005 Luzern",2019-03-01,luzern,2020-02-26,,,,,1.0,,,,2000.0, +22483749,Wohnung,4800.0,4400.0,400.0,207.0,6.0,1.0,sofort,1.0,1.0,500.0,500.0,,"Rigistrasse 64, 6006 Luzern",2019-03-21,luzern,2020-02-26,,1.0,,1.0,1.0,500.0,1000.0,,1500.0, +22483743,Wohnung,4050.0,3600.0,450.0,207.0,6.0,0.0,nachVereinbarung,1.0,1.0,500.0,500.0,,"Rigistrasse 64, 6006 Luzern",2019-02-01,luzern,2020-02-26,,1.0,,1.0,1.0,500.0,1000.0,,1500.0, +21825642,Wohnung,1430.0,1290.0,140.0,35.0,2.5,,nachVereinbarung,,,150.0,250.0,,"Bernstrasse 5, 6003 Luzern",,luzern,2020-02-26,,,,,,400.0,610.0,,, +20657528,Wohnung,1840.0,1660.0,180.0,78.0,1.5,2.0,nachVereinbarung,,1.0,400.0,40.0,,"Rössligasse 16, 6004 Luzern",2019-02-18,luzern,2020-02-26,1975,,1.0,1.0,,600.0,80.0,80.0,, +22104581,Wohnung,1890.0,1610.0,280.0,,4.5,3.0,sofort,,,,,,"Studhaldenstrasse 37, 6005 Luzern",2019-02-26,luzern,2020-02-26,,1.0,,1.0,,,,,, +22420912,Wohnung,1540.0,1450.0,90.0,36.0,1.5,7.0,nachVereinbarung,1.0,1.0,50.0,20.0,,"Langensandstrasse, 6005 Luzern",2019-03-01,luzern,2020-02-26,,,,,,,,,2000.0, +22483750,Wohnung,1350.0,1180.0,170.0,57.0,3.0,2.0,sofort,1.0,,100.0,100.0,,"Imfangring 28, 6005 Luzern",2020-01-09,luzern,2020-02-26,,1.0,,1.0,,,,,3000.0, diff --git a/your-project/Data/c_flats_clean - Kopie.xlsx b/your-project/Data/c_flats_clean - Kopie.xlsx new file mode 100644 index 0000000..0442c40 Binary files /dev/null and b/your-project/Data/c_flats_clean - Kopie.xlsx differ diff --git a/your-project/Data/c_flats_clean.csv b/your-project/Data/c_flats_clean.csv new file mode 100644 index 0000000..627fbae --- /dev/null +++ b/your-project/Data/c_flats_clean.csv @@ -0,0 +1,2282 @@ +,object_type,price,price_wo_extras,extras,size,rooms,floor,moovIn,balcony,lift,public_transport,shopping,rating,adress,publication_date,city,DateofScrapping,age,parking_out,pets_allowed,tv,kids_ok,KG,PS,SS,highway,parking_in +23016581,Wohnung,1480.0,1240.0,240.0,68.0,3.0,2.0,01.05.2020,1.0,1.0,40.0,50.0,,"Konsumstrasse 8, 3007 Bern",2020-02-25,bern,2020-02-26,,,,,,,,,, +23016600,Wohnung,3500.0,3200.0,300.0,140.0,5.0,2.0,01.05.2020,1.0,1.0,,,,"Monbijoustrasse 24, 3011 Bern",2020-02-25,bern,2020-02-26,,,,,,,,,, +23014342,Wohnung,1710.0,1470.0,240.0,73.0,3.5,,01.03.2020,1.0,1.0,200.0,200.0,4.0,"Fischerweg, 3012 Bern",2020-02-24,bern,2020-02-26,1965,1.0,1.0,1.0,1.0,700.0,700.0,700.0,, +23017350,Wohnung,1180.0,1030.0,150.0,,2.0,1.0,01.05.2020,1.0,,240.0,500.0,,"Biderstrasse 23, 3006 Bern",2020-02-25,bern,2020-02-26,,,,,,350.0,,,1000.0, +23016559,Wohnung,1360.0,1230.0,130.0,44.0,2.5,3.0,01.06.2020,,,,,,"Rathausgasse 46, 3011 Bern",2020-02-25,bern,2020-02-26,1600,,,1.0,,,,,, +23014346,Wohnung,2090.0,1780.0,310.0,93.0,3.5,,01.04.2020,1.0,1.0,100.0,100.0,4.0,"""OpenCourts - OC"" Le Corbusier-Platz 5, 3027 Bern",2020-02-24,bern,2020-02-26,2014,,,1.0,1.0,500.0,1000.0,1000.0,,1.0 +23016606,Wohnung,950.0,750.0,200.0,,1.5,1.0,01.05.2020,1.0,,,,,"Bümplizstrasse 42, 3027 Bern",2020-02-25,bern,2020-02-26,,,,,,,,,, +23014344,Wohnung,1750.0,1460.0,290.0,75.0,3.0,,16.05.2020,,,1000.0,10.0,,"Scheibenstrasse, 3014 Bern",2020-02-24,bern,2020-02-26,,,,,,100.0,100.0,1000.0,, +23014339,Wohnung,1575.0,1325.0,250.0,70.0,3.0,,01.05.2020,1.0,,1300.0,500.0,4.0,"Freiburgstrasse, 3008 Bern",2020-02-24,bern,2020-02-26,1923,,,1.0,,300.0,300.0,1700.0,, +23018295,Wohnung,1185.0,925.0,260.0,55.0,3.0,6.0,16.05.2020,,1.0,,,,"Wangenstrasse 44, 3018 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23023602,Wohnung,2470.0,2200.0,270.0,115.0,3.5,3.0,01.04.2020,1.0,1.0,,,4.0,"Winterholzstrasse 55, 3018 Bern",2020-02-26,bern,2020-02-26,2018,1.0,,1.0,,,,,, +23023377,Wohnung,2200.0,1900.0,300.0,106.0,3.5,0.0,,1.0,,,,,"Murtenstrasse 143 H, 3008 Bern",2020-02-25,bern,2020-02-26,,,,,,,,,, +23023371,Wohnung,2785.0,2400.0,385.0,104.0,4.5,1.0,01.07.2020,,1.0,,,2.0,"Laubeggstrasse 33, 3006 Bern",2020-02-25,bern,2020-02-26,1988,,,,,,,,, +23020985,Wohnung,1899.0,,,78.0,3.5,,sofort,,,,,,"Sandrainstrasse 68, 3007, 3007 Bern",2020-02-26,bern,2020-02-26,,,,,,,,,, +23020983,Wohnung,1120.0,905.0,215.0,45.0,2.0,3.0,01.05.2020,1.0,1.0,,,5.0,"Morillonstrasse 40, 3007 Bern",2020-02-26,bern,2020-02-26,1934,,,1.0,,,,,, +23023376,Wohnung,1480.0,1240.0,240.0,68.0,3.0,2.0,,,1.0,300.0,200.0,4.0,"Konsumstrasse 6, 8, 3007 Bern",2020-02-25,bern,2020-02-26,1953,,1.0,1.0,,400.0,400.0,400.0,,1.0 +23023374,Wohnung,1515.0,1275.0,240.0,66.0,3.5,0.0,01.05.2020,1.0,1.0,100.0,100.0,4.0,"Winkelriedstr. 13, 3014 Bern",2020-02-25,bern,2020-02-26,1960,1.0,1.0,1.0,1.0,200.0,200.0,500.0,,1.0 +23022989,Wohnung,2070.0,1820.0,250.0,87.0,3.5,1.0,01.07.2020,1.0,1.0,,,4.0,"Riedbachstrasse 80, 3027 Bern",2020-02-26,bern,2020-02-26,2013,,1.0,1.0,,,,,,1.0 +23018279,Wohnung,1800.0,1550.0,250.0,74.0,2.5,2.0,,1.0,,100.0,500.0,,"Wernerstrasse 26, 3006 Bern",2020-02-25,bern,2020-02-26,,,,,1.0,500.0,500.0,500.0,300.0, +23018904,Wohnung,850.0,,,,1.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-25,bern,2020-02-26,,,,,,,,,, +23014336,Wohnung,1795.0,1585.0,210.0,90.0,4.0,,sofort,1.0,1.0,500.0,600.0,5.0,"Kasthoferstrasse, 3006 Bern",2020-02-24,bern,2020-02-26,1967,,,1.0,,200.0,500.0,500.0,, +23012211,Wohnung,1525.0,,,,3.0,,01.05.2020,,,,,,"Sulgenauweg 38, 3007 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23014335,Wohnung,1730.0,1490.0,240.0,84.0,3.0,,sofort,1.0,1.0,1500.0,800.0,4.0,"Bolligenstrasse, 3006 Bern",2020-02-24,bern,2020-02-26,1980,,1.0,1.0,1.0,100.0,400.0,800.0,,1.0 +23012690,Wohnung,1730.0,,,,2.5,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23012149,Wohnung,1677.0,,,,2.5,,nachVereinbarung,,,,,,3008 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23012863,Wohnung,1650.0,,,,3.5,,nachVereinbarung,,,,,,3012 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23012147,Wohnung,150.0,,,,,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23012689,Wohnung,1500.0,,,,2.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23024824,Wohnung,1990.0,,,,2.5,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23010526,Wohnung,1185.0,925.0,260.0,55.0,3.0,6.0,,,,,,,3018 Bern,2020-02-24,bern,2020-02-26,,,,,,,,,, +23011226,Wohnung,950.0,,,25.0,1.5,,sofort,,,,,,"Militärstrasse 41, 3014 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23011219,Wohnung,1515.0,,,,3.5,,sofort,,,,,,"Egelgasse, 3006 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23011217,Wohnung,1290.0,,,,3.0,,sofort,,,,,,"Schosshaldenstrasse, 3006 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23011230,Wohnung,970.0,,,,2.5,,sofort,,,,,,"bern west, 3027 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23011216,Wohnung,1063.0,,,,2.0,,sofort,,,,,,"Asterweg 21, 3004 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23011229,Wohnung,1890.0,1790.0,100.0,120.0,4.5,0.0,16.05.2020,1.0,,800.0,800.0,,"Thüringstrasse 24, 3018 Bern",2020-02-24,bern,2020-02-26,,1.0,,1.0,1.0,,,,1500.0,1.0 +23018298,Wohnung,1665.0,1480.0,185.0,58.0,1.0,3.0,15.03.2020,,,,,,"Junkerngasse 35, 3011 Bern",2020-02-24,bern,2020-02-26,1555,,,,,,,,, +23009321,Wohnung,1290.0,,,,3.0,,nachVereinbarung,,,,,,3006 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23011795,Studio,1090.0,,,,1.5,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23008236,Wohnung,730.0,,,110.0,1.0,9.0,01.04.2020,1.0,1.0,,,,"Jupiterstraße 57, 3015 Bern BE",2020-02-24,bern,2020-02-26,,,,1.0,,,,,, +23010040,Dachwohnung,1290.0,,,65.0,2.5,4.0,01.06.2020,1.0,,,,,"Werkgasse 47, 3018 Bern",2020-02-24,bern,2020-02-26,,,1.0,,,,,,, +23009241,Wohnung,140.0,,,,1.5,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23009096,Wohnung,1500.0,,,,2.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23008832,Wohnung,790.0,,,73.0,1.0,1.0,nachVereinbarung,1.0,,,,,"Werkgasse 55, 3018 Bern BE",2020-02-24,bern,2020-02-26,,,,1.0,,,,,, +23009245,Wohnung,1590.0,,,,2.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23009092,Wohnung,513.0,,,,1.0,3.0,01.04.2020,1.0,,,,,3012 Bern BE,2020-02-24,bern,2020-02-26,,,,,,,,,, +23012360,Dachwohnung,1390.0,,,70.0,1.5,,01.04.2020,,,,,,"Papiermühlestrasse 10, 3013 Bern",2020-02-24,bern,2020-02-26,,,,,,,,,, +23001635,Dachwohnung,780.0,,,40.0,1.5,4.0,01.03.2020,,,180.0,170.0,,"Neufeldstrasse 141, 3012 Bern",,bern,2020-02-26,,,,,,370.0,580.0,,, +23023375,Wohnung,1985.0,1785.0,200.0,89.0,3.5,2.0,01.04.2020,1.0,,,,3.0,"Morgartenstrasse 21, 3014 Bern",2020-02-23,bern,2020-02-26,1972,,1.0,1.0,1.0,,,,, +23004548,Studio,1140.0,1050.0,90.0,35.0,1.0,-1.0,01.05.2020,1.0,,150.0,500.0,,"Steigerweg 26, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,700.0,100.0,,1500.0, +23003638,Wohnung,890.0,820.0,70.0,27.0,1.0,1.0,01.06.2020,,,50.0,550.0,,"Mühledorfstrasse 2, 3018 Bern",,bern,2020-02-26,,,,1.0,,250.0,350.0,800.0,4000.0,1.0 +23003778,Wohnung,1960.0,1850.0,110.0,100.0,5.0,1.0,01.04.2020,,,30.0,100.0,4.0,"Freiburgstrasse 115, 3008 Bern",,bern,2020-02-26,1896,,,1.0,,300.0,300.0,1000.0,400.0, +23001358,Wohnung,1395.0,1295.0,100.0,54.0,2.5,0.0,sofort,1.0,1.0,30.0,430.0,,"Brünnenstrasse 43a, 3018 Bern",,bern,2020-02-26,,,,,1.0,220.0,20.0,,,1.0 +23007278,Wohnung,1200.0,,,25.0,1.5,,nachVereinbarung,,,,,,"Militärstrasse 41, 3014 Bern",2020-02-23,bern,2020-02-26,,,,,,,,,, +23001357,Wohnung,1410.0,1300.0,110.0,54.0,2.5,1.0,sofort,1.0,1.0,30.0,430.0,,"Brünnenstrasse 43a, 3018 Bern",,bern,2020-02-26,,,,1.0,1.0,220.0,20.0,,, +23004647,Dachwohnung,1620.0,1500.0,120.0,,2.5,4.0,15.03.2020,,,270.0,230.0,,"Tellplatz 1, 3014 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,530.0,430.0,,950.0, +23008032,Wohnung,1430.0,,,50.0,2.0,1.0,15.04.2020,1.0,,1100.0,1000.0,,"Jurastrasse 99, 3013 Bern",,bern,2020-02-26,,1.0,,,,,,,, +23000701,Wohnung,1718.0,,,,3.5,,nachVereinbarung,,,,,,3008 Bern BE,2020-02-21,bern,2020-02-26,,,,,,,,,, +22996918,Wohnung,1480.0,1390.0,90.0,,3.5,2.0,01.04.2020,1.0,,,,,"Thüringstrasse 24, 3018 Bern",2020-02-21,bern,2020-02-26,,,,1.0,1.0,,,,, +23000224,Wohnung,725.0,,,,1.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-21,bern,2020-02-26,,,,,,,,,, +22999678,Wohnung,2770.0,2500.0,270.0,117.0,4.5,6.0,01.06.2020,,,,,3.0,"Scheuerrain 3, 3007 Bern",,bern,2020-02-26,2003,,,,,,,,, +23000765,Wohnung,1650.0,,,60.0,2.5,1.0,14.03.2020,1.0,1.0,,,,"Hochfeldstrasse 7, 3012 Bern",2020-02-21,bern,2020-02-26,,,,,,,,,, +23001261,Wohnung,1500.0,1315.0,185.0,50.0,2.5,3.0,15.03.2020,,1.0,150.0,150.0,3.0,"Seidenweg 70, 3012 Bern",,bern,2020-02-26,1979,,,,,,,,, +22998916,Wohnung,1250.0,,,80.0,2.5,,15.04.2020,,,,,,"Roschistrasse, 1a, 3007 Bern",2020-02-21,bern,2020-02-26,,,,,,,,,, +22999554,Wohnung,870.0,770.0,100.0,25.0,1.0,,nachVereinbarung,1.0,1.0,100.0,100.0,3.0,"Randweg 11, 3013 Bern",,bern,2020-02-26,1971,,,1.0,,250.0,,,,1.0 +22999694,Wohnung,730.0,600.0,130.0,,1.0,5.0,sofort,,1.0,100.0,500.0,,"Belpstrasse 41, 3007 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22999794,Wohnung,1450.0,1210.0,240.0,67.0,3.0,0.0,01.06.2020,1.0,,,,4.0,"Alemannenstrasse 46, 3018 Bern",2020-02-21,bern,2020-02-26,1951,,,1.0,1.0,,,,, +22996209,Wohnung,1760.0,1570.0,190.0,,3.0,,01.07.2020,1.0,,50.0,500.0,,"Schlossstrasse 91, 3008 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,50.0,500.0,,1000.0, +22995891,Wohnung,1060.0,950.0,110.0,,1.0,3.0,01.06.2020,,1.0,300.0,500.0,,"Brunngasse 12, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +18016327,Attika,1690.0,1550.0,140.0,,2.5,3.0,01.04.2020,1.0,,100.0,100.0,,"Unterer Aareggweg 5, 3004 Bern",,bern,2020-02-26,,1.0,,,,,,,, +22996108,Dachwohnung,1200.0,930.0,270.0,60.0,2.0,4.0,01.05.2020,,,100.0,100.0,,"Rodtmattstrasse 61, 3014 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22996914,Wohnung,1000.0,,,30.0,1.0,,sofort,,,,,,"Amthausgasse 1, 3011 Bern",2020-02-21,bern,2020-02-26,,,,,,,,,, +22996295,Wohnung,1750.0,1560.0,190.0,,3.0,2.0,15.05.2020,,,,,,"Lilienweg 17, 3007 Bern",,bern,2020-02-26,,,,,,,,,, +23005365,Wohnung,1945.0,,,70.0,2.5,0.0,01.04.2020,1.0,1.0,150.0,250.0,4.0,"Holligenstrasse 17, 3008 Bern",2020-02-21,bern,2020-02-26,2017,,1.0,1.0,,,,,,1.0 +22996913,Wohnung,850.0,,,30.0,1.0,,sofort,,,,,,3006 Bern,2020-02-21,bern,2020-02-26,,,,,,,,,, +22995468,Wohnung,1660.0,,,,2.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-21,bern,2020-02-26,,,,,,,,,, +22996912,Wohnung,1800.0,,,100.0,3.5,,sofort,,,,,,"Kirchenfeldquartier, 3005 Bern",2020-02-21,bern,2020-02-26,,,,,,,,,, +22992739,Dachwohnung,1705.0,1525.0,180.0,,2.0,2.0,01.05.2020,,,,,,"Brunngasse, 25, 3011 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22992547,Wohnung,1520.0,,,,2.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22992825,Wohnung,1450.0,,,,3.0,,nachVereinbarung,,,,,,3018 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22993702,Studio,1060.0,950.0,110.0,,1.5,3.0,01.03.2020,,1.0,,,,"Brunngasse 12, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22995364,Wohnung,1420.0,,,,2.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-21,bern,2020-02-26,,,,,,,,,, +22999034,Wohnung,2200.0,1900.0,300.0,115.0,4.5,7.0,01.04.2020,1.0,1.0,,,4.0,"Wankdorffeldstrasse 75, 3014 Bern",2020-02-20,bern,2020-02-26,1965,,1.0,1.0,,,,,, +22992694,Wohnung,2630.0,2300.0,330.0,123.0,4.5,0.0,sofort,,,,,,"Murtenstrasse 143 G, 3008 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22992548,Wohnung,1700.0,,,,2.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22992763,Wohnung,1550.0,1395.0,155.0,,3.5,5.0,01.05.2020,1.0,1.0,120.0,400.0,,"Murtenstrasse 7, 3008 Bern",,bern,2020-02-26,,1.0,,1.0,,360.0,320.0,,, +22992939,Wohnung,2500.0,,,,3.0,,nachVereinbarung,,,,,,3000 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22991121,Wohnung,1390.0,1220.0,170.0,55.0,2.5,1.0,01.05.2020,,,480.0,790.0,,"Murifeldweg 59, 3006 Bern",,bern,2020-02-26,,,,,,300.0,1130.0,,, +22992542,Dachwohnung,330.0,,,,1.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22990768,Wohnung,1250.0,,,50.0,2.5,,01.06.2020,,,,,,3006 Bern,2020-02-20,bern,2020-02-26,,,,,,,,,, +22992695,Wohnung,1220.0,1050.0,170.0,40.0,2.0,5.0,01.05.2020,,,,,,"Murtenstrasse 143 B, 3008 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22991787,Wohnung,1450.0,1250.0,200.0,,2.0,2.0,01.05.2020,1.0,,1430.0,410.0,,"Roschistrasse 8, 3007 Bern",,bern,2020-02-26,,,1.0,,,2440.0,,,, +22992543,Wohnung,1300.0,,,,2.5,,nachVereinbarung,,,,,,3006 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22992351,Wohnung,1320.0,,,,2.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-20,bern,2020-02-26,,,,,,,,,, +22992693,Wohnung,1310.0,1140.0,170.0,48.0,2.0,1.0,01.05.2020,,,,,,"Murtenstrasse 143 B, 3008 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22990698,Wohnung,1620.0,1450.0,170.0,75.0,3.0,,01.05.2020,1.0,,270.0,230.0,4.0,"Tellplatz 1, 3014 Bern",,bern,2020-02-26,1942,,,1.0,,530.0,430.0,,, +22989570,Wohnung,1530.0,,,62.0,2.0,,sofort,,,,,,"Grünerweg 5, 3013 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22988325,Wohnung,1320.0,1070.0,250.0,71.0,3.0,2.0,01.06.2020,,1.0,100.0,50.0,5.0,"Effingerstr. 107, 3008 Bern",,bern,2020-02-26,1948,,,,,,120.0,,, +22989566,Wohnung,1200.0,1050.0,150.0,38.0,1.5,,,1.0,,20.0,30.0,,"Zieglerstrasse 37, 3007 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,200.0, +22988936,Wohnung,1700.0,1450.0,250.0,72.0,3.5,3.0,sofort,1.0,1.0,490.0,260.0,4.0,"Randweg 11, 3013 Bern",,bern,2020-02-26,1971,,,1.0,,230.0,290.0,250.0,2000.0,1.0 +22990583,Wohnung,1350.0,,,60.0,3.0,,nachVereinbarung,,,,,,"Baumgartenstrasse 15, 3018 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22990662,Wohnung,1500.0,1300.0,200.0,,3.0,3.0,01.05.2020,1.0,1.0,200.0,470.0,,"Brunnmattstrasse 71, 3007 Bern",,bern,2020-02-26,,,,1.0,,380.0,190.0,,, +22989564,Wohnung,1420.0,,,,2.5,,sofort,,,,,,"Mülinenstrasse, 3006 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22987640,Wohnung,950.0,800.0,150.0,32.0,1.0,1.0,sofort,,,,,,"Schifflaube 24, 3011 Bern BE",2020-02-20,bern,2020-02-26,,,,,,,,,, +22996917,Wohnung,1350.0,,,67.0,3.0,,sofort,,,,,,"Baumgartenstrasse 15, 3018 Bern",2020-02-20,bern,2020-02-26,,,,,,,,,, +22989088,Wohnung,3500.0,3200.0,300.0,110.0,5.0,2.0,01.05.2020,1.0,,400.0,140.0,,"Helvetiastrasse 27, 3005 Bern",,bern,2020-02-26,,,,1.0,1.0,570.0,,,, +22985085,Wohnung,1580.0,,,60.0,2.5,4.0,sofort,1.0,,,,,"Dorngasse 4, 3006 Bern BE",2020-02-19,bern,2020-02-26,,,,,,,,,, +22983446,Wohnung,1300.0,,,31.0,1.0,,01.08.2020,,,,,,3007 Bern,2020-02-19,bern,2020-02-26,,,,,,,,,, +22988431,Attika,2680.0,2450.0,230.0,,2.5,3.0,sofort,1.0,1.0,200.0,800.0,,"Bitziusstrasse 40, 3006 Bern",2020-02-20,bern,2020-02-26,2016,,1.0,,1.0,950.0,500.0,500.0,1000.0,1.0 +22985629,Wohnung,2600.0,2270.0,330.0,123.0,4.5,3.0,sofort,,,,,,"Murtenstrasse 143 G, 3008 Bern",2020-02-19,bern,2020-02-26,,,,,,,,,, +22985339,Wohnung,1700.0,1490.0,210.0,82.0,3.5,2.0,01.04.2020,1.0,,150.0,,4.0,"Heckenweg 4, 3007 Bern",2020-02-19,bern,2020-02-26,1961,,,,,,500.0,500.0,, +22985624,Attika,1730.0,1550.0,180.0,43.0,2.0,5.0,01.05.2020,,,,,,"Brückfeldstr. 19, 3012 Bern",2020-02-19,bern,2020-02-26,1976,,1.0,,,,,,, +22983541,Wohnung,1530.0,,,62.0,2.5,,01.04.2020,,,,,,"Grünerweg 5, 3013 Bern",2020-02-19,bern,2020-02-26,,,,,,,,,, +22984174,Wohnung,1700.0,1490.0,210.0,82.0,3.5,2.0,,,,,,,3007 Bern,2020-02-19,bern,2020-02-26,,,,,,,,,, +22985498,Wohnung,2300.0,2050.0,250.0,120.0,3.0,3.0,sofort,,,,100.0,,"Gerechtigkeitsgasse 77, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22984975,Wohnung,690.0,,,12.0,1.0,1.0,sofort,1.0,1.0,,,,"Weiermattstr 74, 3027 Bern BE",2020-02-19,bern,2020-02-26,,,,1.0,,,,,, +22988283,Wohnung,1370.0,1150.0,220.0,,3.0,9.0,sofort,1.0,1.0,,,,"Looslistrasse 66, 3027 Bern",2020-02-19,bern,2020-02-26,,,,,,,,,, +22981792,Wohnung,1330.0,1050.0,280.0,65.0,3.0,,01.06.2020,,,,400.0,5.0,"Goumoensstrasse 43, 3007 Bern",2020-02-19,bern,2020-02-26,1948,,1.0,1.0,,200.0,1100.0,1100.0,, +22978925,Wohnung,3160.0,2860.0,300.0,122.0,4.5,4.0,01.05.2020,1.0,1.0,20.0,20.0,,"Viktoriastrasse 21, 3013 Bern",2020-02-18,bern,2020-02-26,,,1.0,,,300.0,500.0,500.0,2000.0,1.0 +22983111,Wohnung,1250.0,1080.0,170.0,55.0,2.0,3.0,01.04.2020,1.0,,,,,"Seftigenstrasse 93, 3007 Bern",2020-02-19,bern,2020-02-26,,,1.0,,,,,,,1.0 +22983220,Wohnung,1690.0,1400.0,290.0,,3.5,2.0,sofort,1.0,1.0,,,,"Könizstrasse 29, 3008 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22983138,Wohnung,1330.0,1050.0,280.0,65.0,3.0,0.0,01.06.2020,,,200.0,400.0,5.0,"Goumoensstrasse 43, 3007 Bern",2020-02-19,bern,2020-02-26,1948,,1.0,1.0,,200.0,1100.0,1100.0,, +22992546,Wohnung,920.0,,,,2.0,,nachVereinbarung,,,,,,3018 Bern BE,2020-02-19,bern,2020-02-26,,,,,,,,,, +22981726,Wohnung,1820.0,1600.0,220.0,75.0,3.0,-1.0,01.06.2020,1.0,,220.0,700.0,,"Muristrasse 88, 3006 Bern",2020-02-19,bern,2020-02-26,,,,,,220.0,220.0,220.0,1000.0, +22976921,Dachwohnung,1165.0,965.0,200.0,53.0,2.0,3.0,01.05.2020,,,240.0,900.0,,"Biderstrasse 23, 3006 Bern",2020-02-18,bern,2020-02-26,,,,1.0,,350.0,,,1500.0, +22978084,Wohnung,1380.0,1100.0,280.0,58.0,3.0,0.0,sofort,1.0,1.0,170.0,300.0,4.0,"Waldmannstrasse 10, 3027 Bern",2020-02-18,bern,2020-02-26,1964,,,,,1000.0,700.0,,, +22978104,Wohnung,1840.0,1600.0,240.0,88.0,3.5,0.0,sofort,1.0,1.0,570.0,150.0,,"Jupiterstrasse 49a, 3015 Bern",,bern,2020-02-26,,,,,1.0,470.0,,,,1.0 +22977163,Wohnung,1630.0,1490.0,140.0,55.0,2.5,10.0,01.08.2020,1.0,1.0,100.0,450.0,4.0,"Hilfikerstrasse 4, 3014 Bern",,bern,2020-02-26,2020,,,,,2510.0,1670.0,,,1.0 +22976434,Wohnung,920.0,,,23.0,1.0,,01.04.2020,,,,,,"Thunstrasse 103, 3006 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +22976247,Dachwohnung,690.0,,,100.0,4.5,,nachVereinbarung,,,,,,"Seftigenstrasse 47, 3007 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +22989567,Wohnung,1250.0,,,,2.5,,sofort,,,,,,"Morillonstrasse, 3007 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +23015857,Wohnung,1400.0,,,,3.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-18,bern,2020-02-26,,,,,,,,,, +22977159,Wohnung,1570.0,1370.0,200.0,,2.5,2.0,01.04.2020,1.0,,230.0,260.0,,"Rodtmattstrasse 51, 3014 Bern",,bern,2020-02-26,,,1.0,1.0,,550.0,690.0,,, +22973983,Dachwohnung,2000.0,1675.0,325.0,90.0,4.0,4.0,01.04.2020,,1.0,220.0,650.0,,"Optingenstrasse 4, 3013 Bern",2020-02-18,bern,2020-02-26,,,,1.0,,600.0,450.0,450.0,3000.0,1.0 +22972391,Dachwohnung,1380.0,,,,3.0,,nachVereinbarung,,,,,,3006 Bern BE,2020-02-18,bern,2020-02-26,,,,,,,,,, +22975983,Wohnung,1350.0,1165.0,185.0,53.0,2.5,2.0,01.05.2020,1.0,,100.0,500.0,,"Zwyssigstrasse 41, 3007 Bern",,bern,2020-02-26,,,,1.0,,250.0,250.0,250.0,, +22983532,Wohnung,935.0,,,,1.0,,nachVereinbarung,,,,,,"Hildanusstrasse 18, 3013 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +22976101,Wohnung,1750.0,,,80.0,3.0,,01.03.2020,,,,,,"Waldstätterstrasse 23, 3014 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +17555800,Wohnung,2980.0,2680.0,300.0,102.0,4.0,4.0,01.05.2020,1.0,1.0,50.0,100.0,,"Viktoriastrasse 41, 3013 Bern",,bern,2020-02-26,1931,,,1.0,,,,,2000.0, +22974055,Wohnung,1804.0,1524.0,280.0,90.0,3.0,3.0,nachVereinbarung,,,,,,"Bolligenstrasse 46 A, 3006 Bern",2020-02-18,bern,2020-02-26,,,,,,,,,, +22974414,Wohnung,2850.0,2500.0,350.0,110.0,4.0,2.0,01.04.2020,1.0,1.0,250.0,250.0,2.0,"Gutenbergstrasse 29, 3011 Bern",,bern,2020-02-26,1920,,1.0,1.0,,250.0,250.0,250.0,, +22972384,Dachwohnung,1350.0,,,,2.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-02-18,bern,2020-02-26,,,,,,,,,, +22976009,Wohnung,2220.0,2010.0,210.0,84.0,3.5,8.0,16.07.2020,1.0,1.0,100.0,450.0,4.0,"Hilfikerstrasse 4, 3014 Bern",,bern,2020-02-26,2020,,1.0,,,2510.0,1670.0,,,1.0 +22968430,Wohnung,1290.0,1150.0,140.0,,1.0,4.0,01.05.2020,,,,,,"Rodtmattstrasse 83, 3014 Bern",2020-02-17,bern,2020-02-26,,,,,,,,,, +22972274,Wohnung,1040.0,,,,1.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-18,bern,2020-02-26,,,,,,,,,, +22970510,Dachwohnung,1965.0,1745.0,220.0,89.0,3.5,4.0,16.03.2020,,,,,4.0,"Lagerweg 2, 3013 Bern",2020-02-17,bern,2020-02-26,1938,,1.0,1.0,,,16.0,,, +22969201,Dachwohnung,2900.0,2550.0,350.0,143.0,4.5,2.0,01.06.2020,1.0,,210.0,585.0,,"Kalcheggweg 27, 3006 Bern",2020-02-17,bern,2020-02-26,,1.0,,1.0,,680.0,850.0,,, +22972269,Wohnung,850.0,,,18.0,1.0,0.0,nachVereinbarung,1.0,,,,,"Sandrainstrasse 68, 3007 Bern BE",2020-02-18,bern,2020-02-26,,,,,,,,,, +22972268,Wohnung,690.0,,,15.0,1.0,4.0,sofort,,1.0,,,,"Seftigenstrasse 47, 3007 Bern BE",2020-02-18,bern,2020-02-26,2018,,,1.0,,,,,, +22970532,Wohnung,1320.0,1100.0,220.0,67.0,3.5,8.0,nachVereinbarung,,,200.0,400.0,,"Waldmannstrasse 53, 3027 Bern",,bern,2020-02-26,,,,,,300.0,670.0,1300.0,2000.0, +22970533,Wohnung,1320.0,1100.0,220.0,67.0,3.5,8.0,01.05.2020,,,200.0,250.0,,"Fellerstrasse 50, 3027 Bern",,bern,2020-02-26,,,,,,200.0,500.0,1300.0,2000.0, +22970327,Studio,880.0,750.0,130.0,33.0,1.0,3.0,01.05.2020,,1.0,50.0,100.0,4.0,"Mattenhofstr. 15, 3007 Bern",2020-02-17,bern,2020-02-26,1992,,1.0,1.0,1.0,500.0,500.0,1000.0,,1.0 +22969161,Wohnung,1490.0,1340.0,150.0,,2.5,,01.05.2020,1.0,1.0,10.0,160.0,,"Winkelriedstrasse 68, 3014 Bern",,bern,2020-02-26,,,,1.0,,340.0,320.0,,, +22970590,Wohnung,1835.0,1505.0,330.0,104.0,4.5,2.0,01.05.2020,1.0,1.0,,,,"Werkgasse 40, 3018 Bern",2020-02-17,bern,2020-02-26,,1.0,,1.0,,,,,, +22965669,Wohnung,1750.0,,,87.0,3.0,,sofort,,,,,,"Waldstätterstrasse, 3014 Bern",2020-02-17,bern,2020-02-26,,,,,,,,,, +22965670,Attika,1350.0,1200.0,150.0,64.0,2.5,3.0,,1.0,,,,4.0,"Bümplizstrasse 173, 3018 Bern",2020-02-17,bern,2020-02-26,1951,,,1.0,,,,,, +22967255,Wohnung,2740.0,2490.0,250.0,,4.5,2.0,01.03.2020,1.0,,100.0,100.0,,"Frikartweg 11, 3006 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,250.0,250.0,,,1.0 +22970172,Wohnung,1480.0,1230.0,250.0,75.0,3.0,2.0,sofort,,,,,,"Freiburgstrasse 506, 3018 Bern",2020-02-17,bern,2020-02-26,,1.0,1.0,,,,,,, +22967543,Dachwohnung,1250.0,,,,2.0,,nachVereinbarung,,,,,,"Muristrasse 72, 3006 Bern",2020-02-17,bern,2020-02-26,,,,,,,,,, +22967107,Wohnung,1320.0,1150.0,170.0,53.0,3.0,2.0,01.05.2020,,,300.0,500.0,4.0,"Keltenstrasse 82, 3018 Bern",,bern,2020-02-26,1954,,,,,,,,, +22967185,Wohnung,1160.0,1000.0,160.0,,2.5,1.0,01.04.2020,1.0,,25.0,75.0,,"Schlossstrasse 124, 3008 Bern",,bern,2020-02-26,,,,1.0,,,,,300.0, +22965671,Wohnung,1440.0,,,69.0,3.0,,sofort,,,,,,"Bümpliz, 3018 Bern",2020-02-17,bern,2020-02-26,,,,,,,,,, +22975988,Wohnung,1430.0,1300.0,130.0,,2.0,2.0,01.05.2020,1.0,,,,,"Könizstrasse 4, 3008 Bern",2020-02-17,bern,2020-02-26,,,,,,,,,, +22965666,Wohnung,1200.0,,,,4.5,,sofort,,,,,,3014 Bern,2020-02-17,bern,2020-02-26,,,,,,,,,, +22965663,Wohnung,1550.0,,,70.0,4.0,,sofort,,,,,,3012 Bern,2020-02-17,bern,2020-02-26,,,,,,,,,, +22965117,Wohnung,1805.0,1510.0,295.0,63.0,3.5,,,,,,,,3007 Bern,2020-02-17,bern,2020-02-26,,,,,,,,,, +22965360,Wohnung,2870.0,2650.0,220.0,89.0,3.0,2.0,01.05.2020,,,80.0,30.0,,"Marktgasse 17, 3011 Bern",2020-02-17,bern,2020-02-26,1731,,,,,,,,, +22965114,Wohnung,1615.0,1400.0,215.0,63.0,3.0,,,,,,,,3007 Bern,2020-02-17,bern,2020-02-26,,,,,,,,,, +22967024,Wohnung,1805.0,1510.0,295.0,63.0,3.5,0.0,01.04.2020,,,350.0,400.0,3.0,"Kirchbühlweg 48, 3007 Bern",2020-02-17,bern,2020-02-26,1929,,,,,2200.0,550.0,280.0,, +22965361,Wohnung,1615.0,1400.0,215.0,63.0,3.0,0.0,01.05.2020,,,60.0,120.0,4.0,"Holzikofenweg 5, 3007 Bern",2020-02-17,bern,2020-02-26,1905,,,,,,,,, +22963491,Wohnung,1910.0,,,,4.0,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-17,bern,2020-02-26,,,,,,,,,, +22965391,Wohnung,1195.0,1020.0,175.0,,2.5,14.0,sofort,,1.0,500.0,100.0,,"Jupiterstrasse 45, 3015 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22965421,Wohnung,1690.0,1530.0,160.0,,3.0,0.0,01.04.2020,1.0,,100.0,50.0,,"Könizstrasse 63, 3008 Bern",,bern,2020-02-26,,,,1.0,1.0,1400.0,500.0,500.0,1000.0, +22961573,Dachwohnung,1680.0,1540.0,140.0,75.0,2.5,5.0,01.05.2020,1.0,,100.0,100.0,4.0,"Weissensteinstrasse 27, 3008 Bern",,bern,2020-02-26,1927,,,,,,,,, +22963488,Studio,1000.0,,,,1.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-17,bern,2020-02-26,,,,,,,,,, +22962980,Wohnung,1550.0,1350.0,200.0,66.0,3.0,2.0,01.05.2020,1.0,,100.0,500.0,4.0,"Winkelriedstrasse 63, 3014 Bern",,bern,2020-02-26,1950,,,1.0,,100.0,200.0,300.0,1000.0, +22961553,Wohnung,1600.0,1400.0,200.0,,2.5,3.0,sofort,1.0,,180.0,250.0,,"Rodtmattstrasse 52, 3014 Bern",,bern,2020-02-26,,,,1.0,,1050.0,940.0,,1200.0, +22962895,Dachwohnung,1800.0,1550.0,250.0,110.0,3.5,2.0,01.04.2020,,,100.0,300.0,6.0,"Kirchenfeldstrasse 10, 3005 Bern",,bern,2020-02-26,1899,,,1.0,,,,,1500.0, +22962389,Wohnung,2100.0,,,73.0,3.5,1.0,02.03.2020,,,,,,"Hallerstrasse 21, 3012 Bern",,bern,2020-02-26,,1.0,,1.0,,,,,, +22963487,Wohnung,1500.0,,,55.0,1.0,6.0,01.04.2020,1.0,,,,4.0,3011 Bern BE,2020-02-17,bern,2020-02-26,2010,,,1.0,,,,,, +22955102,Studio,1160.0,,,,1.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-14,bern,2020-02-26,,,,,,,,,, +22958129,Wohnung,1250.0,,,,2.0,,sofort,,,,,,"seftigenstrasse 93, 3007 Bern",2020-02-15,bern,2020-02-26,,,,,,,,,, +22955398,Wohnung,1280.0,,,,2.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-14,bern,2020-02-26,,,,,,,,,, +22955045,Wohnung,1000.0,,,,1.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-02-14,bern,2020-02-26,,,,,,,,,, +22955397,Wohnung,400.0,,,,1.0,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-14,bern,2020-02-26,,,,,,,,,, +22955403,Wohnung,2310.0,2080.0,230.0,95.0,4.5,3.0,01.07.2020,1.0,1.0,150.0,100.0,3.0,"Könizstrasse 21, 3008 Bern",2020-02-14,bern,2020-02-26,1990,,,1.0,1.0,550.0,650.0,550.0,1000.0,1.0 +22955768,Wohnung,1180.0,,,55.0,2.0,,sofort,,,,,,3018 Bern,2020-02-14,bern,2020-02-26,,,,,,,,,, +22955757,Wohnung,2420.0,,,100.0,4.5,,sofort,,,,,,"Schwarztorstrasse 102, 3007 Bern",2020-02-14,bern,2020-02-26,,,,,,,,,, +23000226,Wohnung,490.0,,,,2.0,,nachVereinbarung,,,,,,3006 Bern BE,2020-02-14,bern,2020-02-26,,,,,,,,,, +22952290,Wohnung,2370.0,2090.0,280.0,83.0,3.5,2.0,01.05.2020,1.0,,100.0,500.0,,"Stadtbachstrasse 40, 3012 Bern",,bern,2020-02-26,,,,1.0,,,,,, +23004673,Wohnung,1460.0,1350.0,110.0,45.0,1.5,0.0,01.05.2020,,,400.0,400.0,,"Flurstrasse 29, 3014 Bern",2020-02-14,bern,2020-02-26,1932,,1.0,1.0,,200.0,700.0,800.0,, +22954473,Wohnung,1700.0,1500.0,200.0,,2.5,4.0,,,,,,,3014 Bern,2020-02-14,bern,2020-02-26,,,,,,,,,, +22951911,Wohnung,1630.0,1450.0,180.0,,3.0,0.0,01.04.2020,1.0,,,,,"Sulgenrain 8, 3007 Bern",,bern,2020-02-26,1930,,,1.0,,,,,, +22952289,Wohnung,1490.0,1290.0,200.0,,3.5,2.0,01.03.2020,1.0,,100.0,250.0,,"Ginsterweg 16, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22962722,Wohnung,1690.0,1440.0,250.0,71.0,3.0,4.0,nachVereinbarung,,,,,,"Effingerstrasse 41d, 3008 Bern",2020-02-14,bern,2020-02-26,,,,,,,,,, +22954197,Studio,1000.0,,,40.0,1.0,,nachVereinbarung,,,,,,"Schlossstrasse 118, 3008 Bern",2020-02-14,bern,2020-02-26,,,,,,,,,, +22955753,Wohnung,1280.0,1100.0,180.0,58.0,2.0,1.0,01.05.2020,,,10.0,170.0,,"Schwarztorstrasse 95, 3007 Bern",2020-02-14,bern,2020-02-26,,,,,,,,,, +22962560,Wohnung,2260.0,2000.0,260.0,,3.5,1.0,sofort,1.0,,,,,"Morellweg 12, 3007 Bern",2020-02-14,bern,2020-02-26,1907,,,1.0,1.0,,,,, +22965416,Wohnung,2950.0,2700.0,250.0,125.0,4.5,0.0,01.04.2020,1.0,1.0,200.0,200.0,,"Tscharnerstrasse 16, 3007 Bern",,bern,2020-02-26,,,,,1.0,,,,, +22949449,Wohnung,1590.0,1400.0,190.0,,3.5,0.0,01.03.2020,1.0,,50.0,50.0,,"Looslistrasse 79, 3027 Bern",,bern,2020-02-26,,,,1.0,,,,,500.0, +22946536,Wohnung,1050.0,1000.0,50.0,45.0,2.0,1.0,01.03.2020,,,200.0,360.0,,"Federweg 24, 3008 Bern",,bern,2020-02-26,,,,,,740.0,730.0,,, +22949689,Wohnung,2150.0,1900.0,250.0,,4.5,1.0,sofort,1.0,,100.0,480.0,,"Robinsonweg 38, 3006 Bern",,bern,2020-02-26,1974,1.0,1.0,1.0,1.0,50.0,,,, +22947161,Wohnung,1780.0,1460.0,320.0,101.0,4.0,3.0,01.05.2020,,,500.0,500.0,5.0,"Belpstrasse 28, 3007 Bern",,bern,2020-02-26,1950,,,,,1000.0,950.0,950.0,, +22946168,Wohnung,2730.0,2380.0,350.0,100.0,3.5,0.0,01.05.2020,,1.0,120.0,600.0,,"Frikartweg 21, 3006 Bern",,bern,2020-02-26,,,,,,,,,, +22949555,Wohnung,950.0,800.0,150.0,25.0,1.0,0.0,01.06.2020,,,,,3.0,"Gesellschaftsstr. 42, 3012 Bern",2020-02-13,bern,2020-02-26,1977,,1.0,,,,,,, +22963729,Studio,710.0,,,,1.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-13,bern,2020-02-26,,,,,,,,,, +22947888,Wohnung,600.0,550.0,50.0,11.0,1.0,4.0,nachVereinbarung,1.0,1.0,,,,3007 Bern BE,2020-02-13,bern,2020-02-26,1980,,,,,,,,, +22951125,Wohnung,1420.0,1160.0,260.0,76.0,3.5,6.0,sofort,,1.0,100.0,50.0,5.0,"Effingerstr. 103, 3008 Bern",,bern,2020-02-26,1948,,,,,,120.0,,, +13552194,Wohnung,2500.0,2300.0,200.0,100.0,5.0,2.0,01.07.2020,1.0,,200.0,200.0,,"Holligenstrasse 94, 3008 Bern",,bern,2020-02-26,,1.0,,1.0,,,,,500.0, +22951945,Wohnung,2450.0,2170.0,280.0,85.0,3.5,1.0,01.04.2020,1.0,,820.0,180.0,2.0,"Nordweg 10, 3013 Bern",2020-02-13,bern,2020-02-26,1882,1.0,,,,150.0,290.0,,750.0,1.0 +22943663,Dachwohnung,1280.0,,,55.0,2.5,3.0,01.04.2020,,,100.0,100.0,,"Balmweg 33, 3007 Bern",2020-02-13,bern,2020-02-26,,,,,,,,,1000.0, +22944029,Wohnung,2140.0,1840.0,300.0,90.0,4.5,2.0,01.05.2020,1.0,1.0,50.0,800.0,,"Länggassstrasse 91, 3012 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,1200.0, +22944583,Wohnung,2000.0,,,,3.0,,sofort,,,,,,3006 Bern,2020-02-13,bern,2020-02-26,,,,,,,,,, +22951947,Wohnung,1410.0,1250.0,160.0,70.0,2.5,3.0,01.05.2020,1.0,,350.0,350.0,,"Olivenweg 44, 3018 Bern",2020-02-13,bern,2020-02-26,,,,,,,,,750.0, +22944580,Wohnung,1630.0,,,70.0,3.0,,sofort,,,,,,"Kirchenfeldstrasse 53, 3005 Bern",2020-02-13,bern,2020-02-26,,,,,,,,,, +22944050,Wohnung,1390.0,1200.0,190.0,70.0,3.0,1.0,01.05.2020,1.0,,,,,"Schlossstrasse 113, 3008 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,, +22946123,Wohnung,1560.0,1230.0,330.0,,3.0,2.0,01.04.2020,1.0,,,,,"Weissensteinstrasse 38, 3007 Bern",2020-02-13,bern,2020-02-26,1956,,1.0,,1.0,,,,, +22944589,Wohnung,915.0,,,,1.0,,sofort,,,,,,"Zähringerstrasse 45, 3012 Bern",2020-02-13,bern,2020-02-26,,,,,,,,,, +22939406,Wohnung,1800.0,1580.0,220.0,89.0,3.5,3.0,01.05.2020,,,500.0,,4.0,"Hüsliackerstrasse 11, 3018 Bern",,bern,2020-02-26,2009,,,,,,,,500.0, +22941234,Wohnung,1380.0,1130.0,250.0,57.0,2.5,4.0,,,,,,,3008 Bern,2020-02-13,bern,2020-02-26,,,,,,,,,, +22940683,Wohnung,910.0,850.0,60.0,20.0,1.0,1.0,nachVereinbarung,1.0,,,,,"Holzikofenweg 1, 3007 Bern BE",2020-02-13,bern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22942586,Wohnung,1350.0,1160.0,190.0,60.0,2.0,,01.03.2020,1.0,1.0,,,,"Scheibenstrasse 25, 3014 Bern BE",2020-02-13,bern,2020-02-26,,,,,,,,,, +22940018,Wohnung,2435.0,2115.0,320.0,172.0,2.5,1.0,01.05.2020,,1.0,50.0,2500.0,5.0,"Hintere Engehaldestrasse 12, 3004 Bern",2020-02-12,bern,2020-02-26,1991,,,,,450.0,3000.0,3000.0,, +22943190,Wohnung,1780.0,1530.0,250.0,67.0,3.0,1.0,01.05.2020,1.0,,180.0,550.0,,"Wabernstrasse 87, 3007 Bern",2020-02-13,bern,2020-02-26,1950,,1.0,,1.0,500.0,500.0,1000.0,4000.0, +22943189,Wohnung,1380.0,1130.0,250.0,57.0,2.5,4.0,01.05.2020,1.0,,,,,"Freiburgstrasse 58/L, 3008 Bern",,bern,2020-02-26,,,,,,,,,,1.0 +22939433,Wohnung,1495.0,1360.0,135.0,75.0,3.5,,sofort,1.0,1.0,30.0,430.0,4.0,"Brünnenstrasse 43a, 3018 Bern",,bern,2020-02-26,1964,1.0,,,1.0,220.0,20.0,,,1.0 +22939382,Wohnung,1430.0,1190.0,240.0,,3.0,1.0,01.06.2020,1.0,,100.0,500.0,,"Keltenstrasse 35, 3018 Bern",,bern,2020-02-26,,,,1.0,,,,,700.0, +22939407,Wohnung,2270.0,2000.0,270.0,96.0,3.5,2.0,01.05.2020,,,,,5.0,"Weltpoststrasse 8c, 3015 Bern",,bern,2020-02-26,2012,,,,,,,,, +22939305,Wohnung,1200.0,1000.0,200.0,35.0,1.0,1.0,01.03.2020,,1.0,100.0,300.0,,"Nydeggstalden 8, 3011 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,3000.0, +22939638,Wohnung,1390.0,1160.0,230.0,63.0,3.0,1.0,nachVereinbarung,,,300.0,650.0,,"Fröschmattstrasse 20, 3018 Bern",2020-02-12,bern,2020-02-26,,,,,,350.0,1400.0,4900.0,2500.0, +22939332,Wohnung,2280.0,2000.0,280.0,100.0,3.5,1.0,01.05.2020,1.0,,,,,"Wilkerstrasse 32, 3008 Bern",,bern,2020-02-26,,,,,,,,,, +22999552,Wohnung,950.0,850.0,100.0,30.0,1.0,3.0,01.04.2020,1.0,,,,,"Seftigenstrasse 95, 3007 Bern",2020-02-12,bern,2020-02-26,,,1.0,,,,,,, +22939276,Wohnung,1393.0,1213.0,180.0,52.0,2.0,5.0,01.05.2020,1.0,1.0,350.0,,3.0,"Fabrikstrasse 29 B, 3012 Bern",2020-02-12,bern,2020-02-26,1960,,,,,,,,, +22939313,Attika,3385.0,3035.0,350.0,119.0,5.0,4.0,01.05.2020,1.0,1.0,100.0,100.0,,"Mattenhofstrasse 39, 3007 Bern",,bern,2020-02-26,,,1.0,,1.0,,500.0,,, +22938234,Wohnung,1700.0,1500.0,200.0,,3.0,0.0,01.05.2020,1.0,,,,,"Attinghausenstrasse 13, 3014 Bern",2020-02-12,bern,2020-02-26,,,,,,,,,, +22939331,Wohnung,2880.0,2380.0,500.0,131.0,4.5,2.0,01.05.2020,1.0,1.0,,,,"Le-Corbusier-Platz 11, 3027 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +23023797,Wohnung,1375.0,1050.0,325.0,,3.5,,,,,,,,3018 Bern,2020-02-12,bern,2020-02-26,,,,,,,,,, +22939242,Wohnung,1190.0,950.0,240.0,,2.0,0.0,01.05.2020,,,,,,"Jupiterstrasse 41, 3015 Bern",,bern,2020-02-26,,,,,,,,,, +22934785,Wohnung,1368.0,,,47.0,2.5,-1.0,sofort,,1.0,390.0,,,"Murtenstrasse 143 B, 3008 Bern",,bern,2020-02-26,,,,1.0,,750.0,600.0,,10.0,1.0 +22936337,Wohnung,1500.0,1290.0,210.0,66.0,3.5,,01.04.2020,1.0,,89.0,229.0,,"Zelgstrasse 31, 3027 Bern",,bern,2020-02-26,,,,1.0,1.0,145.0,111.0,443.0,711.0,1.0 +22934611,Wohnung,1040.0,900.0,140.0,25.0,1.0,4.0,01.05.2020,,1.0,120.0,500.0,2.0,"Seilerstrasse 25, 3011 Bern",2020-02-12,bern,2020-02-26,1910,,,,,2400.0,900.0,900.0,, +22934667,Wohnung,1640.0,1440.0,200.0,78.0,3.0,2.0,01.05.2020,,,100.0,100.0,,"Weissensteinstrasse 22a, 3008 Bern",,bern,2020-02-26,,,,,,,,,, +22936087,Wohnung,1190.0,950.0,240.0,,2.0,,,,,,,,3015 Bern,2020-02-12,bern,2020-02-26,,,,,,,,,, +22936306,Wohnung,2880.0,2380.0,500.0,131.0,4.5,2.0,,,,,,,3027 Bern,2020-02-12,bern,2020-02-26,,,,,,,,,, +22936305,Wohnung,2280.0,2000.0,280.0,100.0,3.5,1.0,,,,,,,3008 Bern,2020-02-12,bern,2020-02-26,,,,,,,,,, +22934786,Dachwohnung,1150.0,1000.0,150.0,,2.0,3.0,01.04.2020,,,1290.0,1260.0,,"Vennerweg 6, 3006 Bern",,bern,2020-02-26,,,,,,480.0,790.0,,, +22972267,Wohnung,1085.0,935.0,150.0,,1.0,0.0,01.05.2020,,,,,,"Hildanusstrasse 18, 3013 Bern BE",2020-02-12,bern,2020-02-26,2000,,,,,,,,, +22934107,Wohnung,1550.0,1350.0,200.0,68.0,3.0,1.0,01.06.2020,,,,,,"Schlossstrasse 106, 3008 Bern",,bern,2020-02-26,,,,,,,,,, +22930157,Wohnung,1530.0,1290.0,240.0,64.0,2.5,1.0,15.04.2020,1.0,,,,4.0,"Funkerstrasse 17, 3013 Bern",2020-02-11,bern,2020-02-26,1943,,,,,,,,, +23023378,Wohnung,1225.0,1050.0,175.0,52.0,2.5,0.0,01.04.2020,,,,,,"Bottigenstrasse 31, 3018 Bern",2020-02-11,bern,2020-02-26,,,,,,,,,, +22930381,Wohnung,3050.0,2640.0,410.0,110.0,3.5,2.0,nachVereinbarung,1.0,1.0,500.0,500.0,,"Matterstrasse 4, 3006 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,250.0,250.0,250.0,,1.0 +22930380,Wohnung,3085.0,2685.0,400.0,124.0,4.5,1.0,31.10.2020,1.0,1.0,100.0,100.0,,"Matterstrasse 2, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,250.0,250.0,,,1.0 +22930475,Wohnung,1800.0,1600.0,200.0,76.0,3.0,2.0,01.05.2020,,,20.0,10.0,,"Seftigenstrasse 40, 3007 Bern",2020-02-11,bern,2020-02-26,,,1.0,1.0,,,,,1000.0, +22930236,Wohnung,1700.0,,,,1.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-11,bern,2020-02-26,,,,,,,,,, +22929352,Wohnung,2550.0,2260.0,290.0,,3.5,2.0,nachVereinbarung,1.0,1.0,640.0,510.0,,"Stadtbachstrasse 40, 3012 Bern",,bern,2020-02-26,,,,1.0,1.0,810.0,,,, +22930674,Wohnung,1250.0,,,,2.5,5.0,01.05.2020,,,,,,3007 Bern BE,2020-02-11,bern,2020-02-26,,,,,,,,,, +22933485,Wohnung,610.0,,,9.0,1.0,10.0,sofort,1.0,1.0,,,,"Mühledorfstrasse, 1, 3018 Bern BE",2020-02-12,bern,2020-02-26,,,,,,,,,,1.0 +22930732,Wohnung,1790.0,1590.0,200.0,95.0,3.5,1.0,15.05.2020,,1.0,150.0,200.0,5.0,"Könizstrasse 21a, 3008 Bern",2020-02-11,bern,2020-02-26,1990,,,1.0,1.0,550.0,650.0,550.0,1000.0,1.0 +22927851,Wohnung,1210.0,,,55.0,2.5,,sofort,,,,,,"Kalcheggweg 4, 3006 Bern",2020-02-11,bern,2020-02-26,,,,,,,,,, +22926768,Wohnung,2280.0,1990.0,290.0,119.0,2.5,2.0,01.05.2020,,,,,,"Dählhölzliweg 3, 3005 Bern",2020-02-11,bern,2020-02-26,,,,1.0,,,,,, +22926744,Wohnung,1370.0,1180.0,190.0,50.0,2.5,4.0,15.04.2020,1.0,1.0,30.0,30.0,3.0,"Brunnmattstrasse 20 A, 3007 Bern",,bern,2020-02-26,1974,,,,,,,,, +22935654,Wohnung,1375.0,,,,2.0,,sofort,,,,,,"Federweg, 3008 Bern",2020-02-11,bern,2020-02-26,,,,,,,,,, +22926841,Wohnung,1780.0,1600.0,180.0,,1.5,2.0,01.03.2020,,,50.0,100.0,,"Zibelegässli 16, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22921196,Wohnung,1900.0,1730.0,170.0,85.0,2.0,1.0,01.03.2020,,,100.0,250.0,,"Schifflaube 22, 3011 Bern",,bern,2020-02-26,,,,,,200.0,50.0,,, +22926787,Wohnung,1900.0,1550.0,350.0,,3.0,5.0,01.06.2020,,1.0,100.0,150.0,,"Viktoriarain 17, 3013 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22924690,Wohnung,1900.0,1550.0,350.0,,3.0,5.0,,,,,,,3013 Bern,2020-02-11,bern,2020-02-26,,,,,,,,,, +22926854,Wohnung,1230.0,1050.0,180.0,,2.5,,01.03.2020,1.0,,,,,"Stöckackerstrasse 77, 3018 Bern",,bern,2020-02-26,,,,,,,,,,1.0 +22927538,Wohnung,1510.0,1290.0,220.0,75.0,3.5,11.0,01.03.2020,1.0,1.0,,,4.0,"Normannenstrasse 35, 3018 Bern",2020-02-11,bern,2020-02-26,1966,,,1.0,1.0,,,,,1.0 +22917444,Wohnung,1690.0,1510.0,180.0,,2.5,4.0,,,,50.0,100.0,,"Monbijoustrasse 82, 3007 Bern",2020-02-10,bern,2020-02-26,,,,,,,,,, +22921966,Wohnung,2170.0,1950.0,220.0,93.0,3.5,1.0,,1.0,,,,,"Gryphenhübeliweg 26, 3006 Bern",2020-02-10,bern,2020-02-26,,,,,,,,,, +22921444,Wohnung,1680.0,1480.0,200.0,61.0,2.5,4.0,01.05.2020,1.0,,,,3.0,"Gutenbergstr. 39, 3011 Bern",2020-02-10,bern,2020-02-26,1934,,1.0,,,,225.0,,, +22918193,Wohnung,1840.0,1600.0,240.0,73.0,3.0,0.0,01.06.2020,,,250.0,700.0,4.0,"Muristrasse 92, 3006 Bern",,bern,2020-02-26,1941,,,,,,,,, +22921968,Wohnung,840.0,730.0,110.0,26.0,1.0,1.0,,1.0,,,,,"Giacomettistrasse 25 a, 3006 Berne",2020-02-10,bern,2020-02-26,,,,,,,,,, +22920049,Wohnung,2585.0,2350.0,235.0,100.0,3.5,2.0,01.03.2020,1.0,1.0,160.0,50.0,3.0,"Schwarztorstrasse 102, 3007 Bern",,bern,2020-02-26,2013,,,1.0,1.0,320.0,280.0,,, +22921036,Wohnung,1475.0,1235.0,240.0,70.0,3.5,3.0,01.05.2020,1.0,1.0,,,,"Balthasarstrasse 19, 3027 Bern",2020-02-10,bern,2020-02-26,,,,,,,,,, +22918325,Wohnung,1900.0,1590.0,310.0,,4.0,3.0,01.05.2020,1.0,,200.0,500.0,,"Holzikofenweg 20, 3007 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,, +22917445,Wohnung,1685.0,,,75.0,3.0,,sofort,,,,,,"beundenfeldstrasse, 3013 Bern",2020-02-10,bern,2020-02-26,,,,,,,,,, +22918106,Wohnung,1580.0,1400.0,180.0,54.0,2.5,0.0,15.03.2020,1.0,1.0,190.0,64.0,3.0,"Quartiergasse 16, 3013 Bern",2020-02-10,bern,2020-02-26,1972,,,,,290.0,100.0,100.0,, +22917261,Wohnung,1295.0,1050.0,245.0,,2.5,14.0,nachVereinbarung,1.0,1.0,,,,"Holenackerstrasse 65, 3027 Bern",2020-02-10,bern,2020-02-26,,,,1.0,,,,,, +22916861,Dachwohnung,1250.0,1060.0,190.0,65.0,3.0,2.0,01.04.2020,,,100.0,100.0,5.0,"Aehrenweg 29, 3027 Bern",2020-02-10,bern,2020-02-26,1950,,1.0,1.0,,1000.0,1000.0,,2000.0, +22915007,Wohnung,2900.0,2700.0,200.0,120.0,4.0,2.0,sofort,1.0,,150.0,400.0,2.0,"Diesbachstrasse, 3012 Bern",,bern,2020-02-26,1906,,,1.0,,,,,, +22915512,Wohnung,1030.0,,,26.0,1.0,1.0,09.03.2020,1.0,1.0,,,,"Parkstrasse 11, 3014 Bern BE",2020-02-10,bern,2020-02-26,,1.0,,,,,,,,1.0 +22915626,Wohnung,1344.0,,,,1.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-02-09,bern,2020-02-26,,,,,,,,,, +22927029,Wohnung,1520.0,,,,3.0,,01.03.2020,,,,,,"Waldheimstrasse 8, 3012 Bern",2020-02-10,bern,2020-02-26,,,,,,,,,, +22915623,Wohnung,855.0,,,,1.0,2.0,01.04.2020,1.0,1.0,,,,"Mittelstrasse 16, 3012 Bern BE",2020-02-10,bern,2020-02-26,,,,,,,,,, +22915513,Wohnung,890.0,,,15.0,1.0,4.0,01.06.2020,1.0,1.0,,,,"Chutzenstrasse 67, 3007 Bern BE",2020-02-10,bern,2020-02-26,,,,,,,,,, +22915909,Wohnung,1730.0,,,,3.0,,nachVereinbarung,,,,,,3014 Bern BE,2020-02-10,bern,2020-02-26,,,,,,,,,, +22921967,Wohnung,1360.0,1200.0,160.0,57.0,2.5,4.0,,1.0,,,,6.0,"Giacomettistrasse 25, 3006 Bern",2020-02-10,bern,2020-02-26,2016,,,,,,,,, +22914284,Wohnung,1000.0,,,36.0,2.0,,15.03.2020,,,,,,"Weberstrasse, 3007 Bern",2020-02-09,bern,2020-02-26,,,,,,,,,, +22914286,Wohnung,1250.0,,,52.0,2.0,,01.03.2020,,,,,,"Landoltstrasse, 3007 Bern",2020-02-09,bern,2020-02-26,,,,,,,,,, +22992549,Wohnung,850.0,,,,1.5,,nachVereinbarung,,,,,,3006 Bern BE,2020-02-08,bern,2020-02-26,,,,,,,,,, +22914048,Wohnung,2080.0,,,90.0,3.5,,01.03.2020,,,,,,"Kyburgstrasse 1, 3013 Bern",2020-02-09,bern,2020-02-26,,,,,,,,,, +22907779,Wohnung,1640.0,1400.0,240.0,80.0,3.5,2.0,01.04.2020,1.0,,660.0,340.0,,"Alemannenstrasse 40, 3018 Bern",,bern,2020-02-26,,,,,1.0,330.0,670.0,,, +22912720,Studio,1200.0,,,20.0,1.0,,nachVereinbarung,,,,,,"Mittelstrasse, 3012 Bern",2020-02-08,bern,2020-02-26,,,,,,,,,, +22907776,Wohnung,1640.0,1400.0,240.0,77.0,3.5,1.0,sofort,1.0,,660.0,340.0,,"Alemannenstrasse 40, 3018 Bern",,bern,2020-02-26,,,,,1.0,330.0,670.0,,, +22909233,Wohnung,1690.0,1450.0,240.0,87.0,3.5,2.0,01.05.2020,1.0,,690.0,600.0,,"Alemannenstrasse 44, 3018 Bern",,bern,2020-02-26,,,,,1.0,250.0,810.0,,, +22904990,Wohnung,1390.0,1190.0,200.0,75.0,3.0,0.0,nachVereinbarung,1.0,,70.0,1200.0,,"Faehrstrasse 29, 3004 Bern",2020-02-07,bern,2020-02-26,,1.0,,1.0,,1200.0,1200.0,1200.0,2000.0, +22907750,Wohnung,2100.0,1900.0,200.0,86.0,3.0,2.0,15.03.2020,1.0,1.0,100.0,100.0,,3012 Bern,,bern,2020-02-26,,,1.0,1.0,,,,,1000.0, +22907663,Dachwohnung,1260.0,1100.0,160.0,72.0,2.5,,16.03.2020,,,,,5.0,"Schwarztorstrasse 97, 3007 Bern",,bern,2020-02-26,1929,,,1.0,,,,,, +22905888,Wohnung,1400.0,1240.0,160.0,,2.5,1.0,sofort,,,100.0,100.0,,"Kasernenstrasse 11c, 3013 Bern",,bern,2020-02-26,1930,,,,,,,,, +22904395,Wohnung,1860.0,,,80.0,3.5,,sofort,,,,,,"Hüsliackerstrasse 23, 3018 Bern",2020-02-07,bern,2020-02-26,,,,,,,,,, +22909204,Wohnung,3700.0,3500.0,200.0,130.0,5.5,,01.03.2020,1.0,,,,,3006 Bern,2020-02-07,bern,2020-02-26,1960,1.0,,1.0,1.0,,,,,1.0 +22902034,Wohnung,1490.0,1340.0,150.0,59.0,2.5,3.0,sofort,,1.0,,,,"Mühledorfstrasse 4, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22961182,Wohnung,1450.0,1150.0,300.0,,1.5,2.0,01.05.2020,,,840.0,1480.0,,"Kollerweg 30, 3006 Bern",,bern,2020-02-26,,,,,,560.0,560.0,,, +22903942,Wohnung,1870.0,1590.0,280.0,90.0,4.5,3.0,16.05.2020,1.0,1.0,100.0,100.0,,"Waldmannstrasse 14, 3027 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,100.0,100.0,100.0,, +22901311,Wohnung,2000.0,1750.0,250.0,,2.5,0.0,01.04.2020,1.0,,50.0,100.0,,"Hallwylstrasse, 3005 Bern",,bern,2020-02-26,1900,,,,,,,,, +22901294,Wohnung,2870.0,2570.0,300.0,115.0,3.5,2.0,01.06.2020,1.0,,100.0,100.0,,"Jubiläumsstrasse 97, 3005 Bern",,bern,2020-02-26,,,,1.0,,,,,,1.0 +22900020,Wohnung,1580.0,1340.0,240.0,,3.0,1.0,01.05.2020,1.0,,,,,"Schenkstrasse 41, 3008 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22900019,Wohnung,1180.0,1020.0,160.0,,1.0,2.0,sofort,1.0,,280.0,570.0,,"Morillonstrasse 48, 3007 Bern",,bern,2020-02-26,,,,,,370.0,,,, +22898386,Wohnung,860.0,,,,1.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-02-07,bern,2020-02-26,,,,,,,,,, +22898387,Wohnung,1160.0,,,28.0,1.5,1.0,01.04.2020,1.0,1.0,,,,"Quartiergasse, 3013 Bern BE",2020-02-07,bern,2020-02-26,1980,,,,,,,,, +22901545,Wohnung,1626.0,1466.0,160.0,65.0,2.0,3.0,01.03.2020,,,,100.0,,"Gerechtigkeitsgasse 56, 3011 Bern",2020-02-07,bern,2020-02-26,,,,,,,,,, +22901993,Wohnung,1860.0,1460.0,400.0,92.0,4.5,4.0,01.05.2020,1.0,1.0,100.0,60.0,,"Sulgeneckstrasse 64, 3006 Bern",,bern,2020-02-26,,1.0,1.0,1.0,,1110.0,630.0,,1500.0,1.0 +22900764,Wohnung,2650.0,2100.0,550.0,,5.0,3.0,01.06.2020,1.0,1.0,100.0,200.0,,"Untermattweg 64, 3027 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22900625,Wohnung,3310.0,2960.0,350.0,122.0,4.0,4.0,sofort,1.0,1.0,,,,"Monbijoustrasse 22, 3011 Bern",,bern,2020-02-26,,1.0,,1.0,,,,,, +22897108,Attika,3350.0,3050.0,300.0,,4.5,3.0,01.03.2020,1.0,1.0,,,,"Wasserwerkgasse 37, 3011 Bern",2020-02-06,bern,2020-02-26,1981,,,1.0,1.0,,,,, +22895173,Wohnung,700.0,,,,3.0,,nachVereinbarung,,,,,,3018 Bern BE,2020-02-06,bern,2020-02-26,,,,,,,,,, +22900690,Wohnung,2030.0,1705.0,325.0,95.0,3.5,1.0,nachVereinbarung,,,,,4.0,"Riedbachstrasse 81, 3027 Bern",2020-02-06,bern,2020-02-26,2012,,,,,,,,, +22902420,Wohnung,1210.0,1095.0,115.0,44.0,1.0,0.0,01.05.2020,,,,,3.0,"Buristr. 8, 3006 Bern",2020-02-06,bern,2020-02-26,1967,,1.0,1.0,,,,,, +22903422,Wohnung,1270.0,1070.0,200.0,,2.5,2.0,01.03.2020,1.0,,10.0,400.0,,"Keltenstrasse 11, 3018 Bern",2020-02-07,bern,2020-02-26,,,,,,450.0,400.0,400.0,1300.0, +22899965,Wohnung,1410.0,1190.0,220.0,,2.5,1.0,01.03.2020,1.0,,,,,"Bantigerweg 56, 3006 Bern",2020-02-06,bern,2020-02-26,,,,,,,,,, +22899897,Wohnung,1850.0,1650.0,200.0,55.0,2.5,1.0,01.05.2020,1.0,1.0,20.0,20.0,,"Aegertenstrasse 53, 3005 Bern",,bern,2020-02-26,,,,1.0,,,,,2000.0, +22896587,Wohnung,1050.0,950.0,100.0,35.0,1.5,0.0,01.04.2020,,,400.0,1000.0,3.0,"Egelgasse 47, 3006 Bern",2020-02-06,bern,2020-02-26,1957,,,,,1000.0,2100.0,4700.0,3300.0, +22901261,Studio,1168.0,1000.0,168.0,51.0,1.0,0.0,01.05.2020,,1.0,50.0,100.0,4.0,"Mattenhofstr. 15, 3007 Bern",2020-02-06,bern,2020-02-26,1992,,1.0,1.0,1.0,500.0,500.0,1000.0,,1.0 +22895843,Wohnung,1210.0,1095.0,115.0,44.0,1.0,,,,,,,,3006 Bern,2020-02-06,bern,2020-02-26,,,,,,,,,, +22899973,Wohnung,1800.0,1415.0,385.0,,2.5,3.0,15.03.2020,,1.0,190.0,300.0,,"Münstergasse 58, 3011 Bern",2020-02-05,bern,2020-02-26,,,,,,,,,, +22902421,Wohnung,1780.0,1530.0,250.0,90.0,4.0,3.0,01.05.2020,,,200.0,50.0,4.0,"Obermattstr. 18, 3018 Bern",2020-02-05,bern,2020-02-26,1970,,1.0,1.0,1.0,500.0,269.0,3000.0,3000.0, +22889307,Wohnung,1800.0,1415.0,385.0,,2.5,3.0,,,,,,,3011 Bern,2020-02-05,bern,2020-02-26,,,,,,,,,, +22902010,Wohnung,1822.0,1482.0,340.0,98.0,4.5,2.0,16.05.2020,1.0,1.0,,,,"Holenackerstrasse 5, 3027 Bern",2020-02-06,bern,2020-02-26,,,,,1.0,,,,, +22888686,Wohnung,1450.0,,,,2.5,,nachVereinbarung,,,,,,3007 Bern BE,2020-02-05,bern,2020-02-26,,,,,,,,,, +22902801,Wohnung,1750.0,1575.0,175.0,50.0,2.5,7.0,sofort,,,,,3.0,"Europaplatz 1, 3008 Bern",2020-02-05,bern,2020-02-26,2014,,,,,,,,, +22893423,Wohnung,2700.0,,,,3.0,,sofort,,,,,,"Turnweg 27B, 3013 Bern",2020-02-06,bern,2020-02-26,,,,,,,,,, +22888808,Dachwohnung,1450.0,,,60.0,1.0,,nachVereinbarung,,,,,,"Elisabethenstrasse 26, 3014 Bern",2020-02-05,bern,2020-02-26,,,,,,,,,, +22886505,Wohnung,990.0,840.0,150.0,45.0,1.0,-1.0,01.05.2020,,1.0,100.0,2000.0,,"Hintere Engehaldenstrasse 38, 3004 Bern",2020-02-05,bern,2020-02-26,1999,,1.0,,1.0,800.0,800.0,1500.0,,1.0 +22886506,Wohnung,1614.0,1414.0,200.0,63.0,2.5,1.0,01.05.2020,1.0,,300.0,300.0,4.0,"Buristrasse 17, 3006 Bern",2020-02-05,bern,2020-02-26,1991,,,,,300.0,300.0,500.0,, +22884352,Wohnung,1500.0,1255.0,245.0,73.0,3.0,5.0,01.05.2020,,1.0,750.0,600.0,4.0,"Holligenstrasse 109, 3008 Bern",2020-02-04,bern,2020-02-26,1961,,1.0,,,900.0,,,1200.0, +22882531,Wohnung,1140.0,1030.0,110.0,38.0,1.5,0.0,01.05.2020,1.0,,100.0,100.0,,"Militärstrasse 53, 3014 Bern",,bern,2020-02-26,,,1.0,1.0,,250.0,250.0,250.0,, +22887292,Wohnung,1730.0,,,60.0,2.5,,sofort,,,,,,"Neuengasse, 3011 Bern",2020-02-05,bern,2020-02-26,,,,,,,,,, +22899979,Wohnung,2170.0,1850.0,320.0,99.0,4.5,1.0,01.05.2020,1.0,1.0,200.0,,3.0,"Fabrikstrasse 29 D, 3012 Bern",2020-02-05,bern,2020-02-26,1960,,,,,,,,, +22882344,Wohnung,1600.0,1330.0,270.0,,3.5,0.0,nachVereinbarung,1.0,,,,,"Stapfenstrasse 48, 3018 Bern",2020-02-04,bern,2020-02-26,1950,,1.0,,1.0,,,,, +22882504,Wohnung,1465.0,1200.0,265.0,,2.5,2.0,sofort,,,,,,"Bottigenstrasse 68, 3018 Bern",,bern,2020-02-26,,1.0,,,,,,,, +22882630,Wohnung,1890.0,1610.0,280.0,97.0,4.5,3.0,01.04.2020,,,290.0,140.0,,"Statthalterstrasse 54, 3018 Bern",,bern,2020-02-26,,,,,,200.0,460.0,,, +23014341,Wohnung,2860.0,2720.0,140.0,127.0,3.0,,sofort,1.0,,100.0,300.0,,"Münstergasse, 3011 Bern",2020-02-04,bern,2020-02-26,,,,1.0,,,,,, +22874742,Wohnung,1390.0,1245.0,145.0,59.0,2.0,0.0,01.04.2020,,,,,4.0,"Buristr. 10, 3006 Bern",2020-02-03,bern,2020-02-26,1967,,1.0,1.0,,,,,, +22881488,Wohnung,1750.0,,,,3.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-02-04,bern,2020-02-26,,,,,,,,,, +22879005,Wohnung,1480.0,,,70.0,3.5,,sofort,,,,,,"Hallerstrasse 20, 3012 Bern",2020-02-04,bern,2020-02-26,,,,,,,,,, +13963125,Dachwohnung,1280.0,1085.0,195.0,,3.0,2.0,01.04.2020,,,200.0,200.0,,"Frankenstrasse 22, 3018 Bern",,bern,2020-02-26,,,,,1.0,,,,1000.0, +22880969,Attika,3080.0,2780.0,300.0,115.0,4.5,4.0,01.05.2020,1.0,1.0,210.0,120.0,3.0,"Stöckackerstrasse 103, 3018 Bern",,bern,2020-02-26,2017,,,1.0,1.0,540.0,970.0,,600.0,1.0 +22880464,Wohnung,1395.0,1275.0,120.0,52.0,1.5,1.0,01.05.2020,1.0,1.0,10.0,180.0,,"Bümplizstrasse 142, 3018 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,,1.0 +22998672,Wohnung,1200.0,,,,2.5,,01.07.2020,,,,,,3007 Bern,2020-02-04,bern,2020-02-26,,,,,,,,,, +22879392,Wohnung,1150.0,,,90.0,1.0,3.0,sofort,1.0,,,,,"Gryphenhübeliweg 45, 3006 Bern BE",2020-02-04,bern,2020-02-26,2016,,,,,,,,, +22873707,Wohnung,3450.0,2950.0,500.0,139.0,5.5,1.0,01.03.2020,1.0,1.0,500.0,450.0,,"Hesseweg 20, 3006 Bern",,bern,2020-02-26,,,1.0,,1.0,1100.0,1100.0,,1500.0,1.0 +22873043,Wohnung,1320.0,1080.0,240.0,60.0,3.0,1.0,nachVereinbarung,1.0,,,,5.0,"Tiefenaustrasse 139, 3004 Bern",2020-02-03,bern,2020-02-26,1951,,1.0,,,,,,, +22871189,Maisonette,3100.0,2800.0,300.0,153.0,5.5,3.0,sofort,1.0,,140.0,220.0,3.0,"Südbahnhofstrasse 4, 3007 Bern",,bern,2020-02-26,1906,,,1.0,,320.0,,,, +22872140,Wohnung,1320.0,1080.0,240.0,60.0,3.0,1.0,,,,,,,3004 Bern,2020-02-03,bern,2020-02-26,,,,,,,,,, +22870085,Wohnung,550.0,,,,4.0,,nachVereinbarung,,,,,,3018 Bern BE,2020-02-03,bern,2020-02-26,,,,,,,,,, +22866634,Wohnung,1495.0,1325.0,170.0,40.0,2.0,2.0,01.04.2020,,1.0,,,,"Brunngasse, 8, 3011 Bern BE",2020-02-03,bern,2020-02-26,,,,,,,,,, +22866077,Wohnung,1490.0,1310.0,180.0,53.0,2.5,5.0,01.04.2020,,1.0,300.0,,,"Effingerstrasse 41a, 3008 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22866920,Wohnung,650.0,,,13.0,1.0,19.0,sofort,1.0,1.0,,,,3015 Bern BE,2020-02-03,bern,2020-02-26,1977,1.0,,1.0,,,,,, +22855263,Wohnung,4500.0,,,36.0,1.5,,sofort,,,,,,"Mühledorfstrasse1, 3018 Bern",2020-01-31,bern,2020-02-26,,,,,,,,,, +22860992,Wohnung,1600.0,,,,2.5,,15.03.2020,1.0,,250.0,310.0,,"Holligenstrasse 85, 3008 Bern",,bern,2020-02-26,,1.0,,,,520.0,690.0,,1.0, +22859930,Wohnung,1680.0,1500.0,180.0,70.0,3.0,2.0,,1.0,,20.0,500.0,,"Weissensteinstrasse 35, 3007 Bern",2020-01-31,bern,2020-02-26,,,,,,500.0,500.0,500.0,, +22860642,Wohnung,2835.0,2520.0,315.0,71.0,3.5,3.0,01.05.2020,,1.0,300.0,50.0,,"Zeughausgasse 27, Wohnungen, 3011 Bern",2020-01-31,bern,2020-02-26,1927,,,1.0,,1000.0,2800.0,2800.0,, +22848071,Wohnung,1390.0,1200.0,190.0,,3.5,0.0,01.05.2020,1.0,,,,,"Brünnenstrasse 65, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22847922,Wohnung,3490.0,3140.0,350.0,158.0,4.5,2.0,01.04.2020,1.0,1.0,200.0,150.0,3.0,"Wasserwerkgasse 33, 3011 Bern",,bern,2020-02-26,1980,1.0,,1.0,,400.0,100.0,,3000.0,1.0 +22847911,Wohnung,2690.0,2390.0,300.0,96.0,3.0,,01.03.2020,,1.0,,,,"Münstergasse 16, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22848078,Wohnung,1750.0,1550.0,200.0,78.0,3.0,2.0,01.03.2020,1.0,,,,,"Waldstätterstrasse 23, 3014 Bern",,bern,2020-02-26,,,,,,,,,, +22839519,Wohnung,1200.0,,,,2.5,,sofort,,,,,,3000 Bern,2020-01-29,bern,2020-02-26,,,,,,,,,, +22840923,Wohnung,150.0,,,36.0,1.5,,nachVereinbarung,,,,,,"Mühledorfstrasse 1, 3018 Bern",2020-01-29,bern,2020-02-26,,,,,,,,,, +22842292,Wohnung,1700.0,1490.0,210.0,82.0,3.5,,01.03.2020,1.0,,,,4.0,"Heckenweg 40, 3007 Bern",2020-01-29,bern,2020-02-26,1961,,1.0,,,,,,, +22839459,Wohnung,1800.0,,,,3.0,,sofort,,,,,,"Schlossstrasse 93, 3008 Bern",2020-01-29,bern,2020-02-26,,,,,,,,,, +22839465,Wohnung,1600.0,,,60.0,2.0,,sofort,,,,,,3011 Bern,2020-01-29,bern,2020-02-26,,,,,,,,,, +22838846,Attika,2870.0,2570.0,300.0,,5.5,,sofort,,,,,,"Mülinenstrasse 28, 3006 Bern",2020-01-29,bern,2020-02-26,,,,,,,,,, +22919640,Wohnung,1720.0,1520.0,200.0,,3.5,5.0,01.07.2020,1.0,1.0,,,,"Winkelriedstrasse 14, 3014 Bern",2020-01-28,bern,2020-02-26,,1.0,,1.0,,,,,, +22829703,Wohnung,1110.0,,,,1.0,1.0,01.03.2020,1.0,,410.0,330.0,,"Güterstrasse 16, 3008 Bern",,bern,2020-02-26,,,,,,800.0,510.0,,, +15769803,Wohnung,1720.0,1520.0,200.0,,3.5,5.0,01.07.2020,1.0,1.0,200.0,200.0,,"Winkelriedstrasse 14, 3014 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22825593,Wohnung,2300.0,,,,4.5,,nachVereinbarung,,,,,,3011 Bern BE,2020-01-27,bern,2020-02-26,,,,,,,,,, +22824535,Wohnung,1110.0,910.0,200.0,49.0,2.0,17.0,01.03.2020,1.0,1.0,500.0,100.0,,"Waldmannstrasse 61, 3027 Bern",,bern,2020-02-26,,,,,,,,,, +22824407,Wohnung,3040.0,2740.0,300.0,,6.0,5.0,01.04.2020,1.0,1.0,50.0,100.0,,"Neufeldstrasse 15, 3012 Bern",2020-01-27,bern,2020-02-26,,,,,,20.0,20.0,20.0,, +22825361,Wohnung,1710.0,1450.0,260.0,,4.0,2.0,01.03.2020,1.0,1.0,,,,"Bümplizstrasse 12, 3027 Bern BE",2020-01-27,bern,2020-02-26,,1.0,,,,,,,, +22827667,Wohnung,1290.0,1140.0,150.0,40.0,1.0,0.0,01.05.2020,1.0,1.0,100.0,100.0,3.0,"Sulgenbachstr. 20, 3007 Bern",2020-01-27,bern,2020-02-26,2003,,1.0,1.0,,600.0,600.0,1000.0,,1.0 +23009097,Wohnung,950.0,,,,1.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-01-27,bern,2020-02-26,,,,,,,,,, +22822874,Wohnung,2200.0,,,,3.5,,nachVereinbarung,,,,,,3006 Bern BE,2020-01-27,bern,2020-02-26,,,,,,,,,, +22827517,Wohnung,1670.0,1500.0,170.0,,2.0,3.0,01.04.2020,,1.0,,,,"Kramgasse 11, 3011 Bern",2020-01-27,bern,2020-02-26,,,,,,,,,, +22824895,Wohnung,3500.0,,,130.0,5.5,0.0,sofort,1.0,,,,,3006 Bern BE,2020-01-27,bern,2020-02-26,1960,,,1.0,,,,,,1.0 +22825563,Wohnung,1650.0,1460.0,190.0,50.0,2.5,4.0,01.05.2020,1.0,1.0,200.0,100.0,,"Landoltstrasse 3, 3007 Bern",,bern,2020-02-26,1948,,,,,,,,, +22814014,Wohnung,1750.0,1550.0,200.0,64.0,3.5,,sofort,1.0,1.0,500.0,500.0,,"Hopfenweg 27, 3007 Bern",2020-01-24,bern,2020-02-26,,,,1.0,,,,,, +22813792,Wohnung,1800.0,1550.0,250.0,74.0,2.5,1.0,sofort,1.0,,100.0,500.0,,"Wernerstrasse 26, 3006 Bern",,bern,2020-02-26,,,,,1.0,500.0,500.0,500.0,800.0, +22983797,Wohnung,2000.0,1700.0,300.0,78.0,3.5,10.0,nachVereinbarung,1.0,1.0,,,,3015 Bern,2020-01-24,bern,2020-02-26,,,,,,,,,, +22814753,Wohnung,1215.0,1050.0,165.0,55.0,2.5,2.0,01.03.2020,1.0,,190.0,550.0,,"Fröschmattstrasse 36, 3018 Bern",2020-01-24,bern,2020-02-26,1956,,1.0,,,800.0,1000.0,,, +22916934,Wohnung,1580.0,1400.0,180.0,54.0,2.5,,,,,,,,3013 Bern,2020-01-24,bern,2020-02-26,,,,,,,,,, +22970502,Wohnung,2050.0,1840.0,210.0,83.0,4.0,3.0,01.05.2020,1.0,,100.0,100.0,3.0,"Bühlstrasse 40, 3012 Bern",,bern,2020-02-26,1954,,,1.0,1.0,500.0,500.0,300.0,, +22927852,Wohnung,1490.0,,,,2.0,,sofort,,,,,,"Wildermettweg 58, 3006 Bern",2020-01-25,bern,2020-02-26,,,,,,,,,, +22815003,Wohnung,2380.0,2100.0,280.0,112.0,4.5,1.0,01.05.2020,,,,,,"Murtenstrasse 143 C, 3008 Bern",2020-01-24,bern,2020-02-26,,,,,,,,,, +22865840,Wohnung,1870.0,,,82.0,3.5,,01.03.2020,,,,,,"Ankerstrasse 18,, 3006 Bern",2020-01-24,bern,2020-02-26,,,,,,,,,, +22813105,Wohnung,1215.0,1050.0,165.0,55.0,2.5,2.0,,,,,,,3018 Bern,2020-01-24,bern,2020-02-26,,,,,,,,,, +22827393,Wohnung,1450.0,1320.0,130.0,52.0,2.0,4.0,01.04.2020,1.0,1.0,190.0,100.0,,"Breitenrainstrasse 12A, 3013 Bern",2020-01-23,bern,2020-02-26,,,,,,650.0,400.0,,, +22811978,Wohnung,2840.0,2590.0,250.0,111.0,4.5,2.0,01.03.2020,1.0,1.0,100.0,100.0,,3011 Bern,,bern,2020-02-26,,,,1.0,,,,,, +22805667,Wohnung,1290.0,1070.0,220.0,,3.0,1.0,01.05.2020,1.0,,,,,"Tiefenaustrasse 129, 3004 Bern",2020-01-23,bern,2020-02-26,,,,,1.0,,,,, +22811917,Wohnung,1600.0,1400.0,200.0,78.0,2.5,1.0,sofort,,,,,,"Eigerstrasse 12, 3007 Bern",2020-01-24,bern,2020-02-26,,,,,,,,,, +22807785,Wohnung,2500.0,2250.0,250.0,,4.5,1.0,sofort,1.0,,,,,"Rodtmattstrasse 31, 3014 Bern",,bern,2020-02-26,,1.0,,,,,,,, +22807752,Wohnung,1850.0,,,80.0,3.5,0.0,sofort,1.0,1.0,220.0,650.0,,"Hüsliackerstrasse 23, 3018 Bern",2020-01-23,bern,2020-02-26,,1.0,1.0,1.0,1.0,,,,500.0,1.0 +22995363,Wohnung,1400.0,,,,2.5,,nachVereinbarung,,,,,,3008 Bern BE,2020-01-24,bern,2020-02-26,,,,,,,,,, +23000222,Dachwohnung,450.0,,,,1.0,,nachVereinbarung,,,,,,3012 Bern BE,2020-01-23,bern,2020-02-26,,,,,,,,,, +22809674,Loft,1870.0,1650.0,220.0,56.0,2.0,5.0,01.05.2020,,,,,,"Mühlemattstrasse 55, 3007 Bern",,bern,2020-02-26,,,,,,,,,, +23020988,Wohnung,120.0,70.0,50.0,35.0,1.0,-1.0,01.04.2020,,,300.0,500.0,,"Keltenstrasse 84, 3018 Bern",2020-01-23,bern,2020-02-26,1954,,,,,,,,, +22798844,Wohnung,1900.0,1650.0,250.0,69.0,3.0,1.0,01.04.2020,1.0,,100.0,500.0,,"Weissenbühlweg 16, 3007 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22797115,Wohnung,2260.0,2000.0,260.0,95.0,3.0,1.0,sofort,,1.0,,,3.0,"Kapellenstrasse 26, 3011 Bern",2020-01-22,bern,2020-02-26,1912,,,,,,,,, +11298313,Wohnung,1400.0,1200.0,200.0,,3.0,1.0,01.03.2020,,,100.0,100.0,,"Bahnhöheweg 26, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22802012,Wohnung,1290.0,1150.0,140.0,,3.0,4.0,,,,,,,3007 Bern,2020-01-23,bern,2020-02-26,,,,,,,,,, +22800070,Wohnung,1570.0,1370.0,200.0,,3.0,3.0,sofort,1.0,,470.0,70.0,,"Güterstrasse 14, 3008 Bern",2020-01-22,bern,2020-02-26,,,,1.0,1.0,760.0,480.0,,,1.0 +22801396,Wohnung,1100.0,950.0,150.0,18.0,1.0,3.0,sofort,1.0,,,,,"Schwanengasse, 3, 3011 Bern BE",2020-01-23,bern,2020-02-26,,,,,,,,,, +22800082,Wohnung,1890.0,1620.0,270.0,91.0,3.5,2.0,sofort,1.0,1.0,,,,"Konsumstrasse 17, 3007 Bern",2020-01-22,bern,2020-02-26,,,1.0,1.0,,,,,, +22803547,Wohnung,1550.0,1300.0,250.0,,2.5,1.0,01.05.2020,,,180.0,440.0,,"Zielweg 5, 3014 Bern",,bern,2020-02-26,,,,1.0,1.0,300.0,590.0,,, +22803667,Wohnung,2000.0,1750.0,250.0,110.0,4.5,1.0,01.05.2020,1.0,,300.0,290.0,5.0,"Werkgasse 29, 3018 Bern",,bern,2020-02-26,2000,1.0,1.0,1.0,1.0,300.0,300.0,400.0,500.0, +22798843,Wohnung,1450.0,1290.0,160.0,62.0,2.5,2.0,01.05.2020,1.0,,80.0,150.0,,"Pestalozzistrasse 22, 3007 Bern",,bern,2020-02-26,,,,1.0,,250.0,130.0,,, +22786595,Wohnung,1810.0,1550.0,260.0,,4.0,5.0,01.04.2020,,1.0,600.0,910.0,,"Mülinenstrasse 29, 3006 Bern",,bern,2020-02-26,,,,,,2130.0,1960.0,,, +22532506,Wohnung,1498.0,,,75.0,3.5,,nachVereinbarung,,,,,,"Weidmattweg 24, 3018 Bern",2020-01-21,bern,2020-02-26,,,,,,,,,, +22784408,Wohnung,1950.0,1750.0,200.0,70.0,3.0,3.0,nachVereinbarung,,,500.0,460.0,,"Reichenbachstrasse 75, 3004 Bern",,bern,2020-02-26,,,,,,400.0,2040.0,2290.0,, +22796811,Wohnung,500.0,,,65.0,3.0,,nachVereinbarung,,,,,,"Pfaffensteig 4, 3018 Bern",2020-01-24,bern,2020-02-26,,,,,,,,,, +22788477,Wohnung,1675.0,1370.0,305.0,94.0,3.5,8.0,nachVereinbarung,1.0,1.0,,,,"Holenackerstrasse 65, 3027 Bern",2020-01-21,bern,2020-02-26,,1.0,,1.0,1.0,,,,, +22789185,Wohnung,1390.0,1200.0,190.0,58.0,2.0,1.0,,,,,,,3006 Bern,2020-01-21,bern,2020-02-26,,,,,,,,,, +22794824,Wohnung,2320.0,2070.0,250.0,100.0,4.5,2.0,01.05.2020,1.0,,50.0,550.0,,"Mühledorfstrasse 2, 3018 Bern",,bern,2020-02-26,,,,1.0,,250.0,350.0,800.0,4000.0,1.0 +22786788,Wohnung,1490.0,1290.0,200.0,65.0,2.5,-1.0,01.04.2020,1.0,,840.0,1480.0,,"Dunantstrasse 4, 3006 Bern",,bern,2020-02-26,1971,,1.0,1.0,,560.0,560.0,,400.0, +22789894,Wohnung,1390.0,1200.0,190.0,58.0,2.0,1.0,01.03.2020,1.0,,200.0,1000.0,4.0,"Elfenauweg 23, 3006 Bern",2020-01-21,bern,2020-02-26,1949,,,,,,,,, +22859998,Wohnung,1575.0,1375.0,200.0,70.0,3.5,0.0,,1.0,,,,,"Winkelriedstrasse 61, 3014 Bern",2020-01-20,bern,2020-02-26,,,,,1.0,,,,, +22895174,Wohnung,1575.0,,,,3.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-01-20,bern,2020-02-26,,,,,,,,,, +22768541,Wohnung,1660.0,1400.0,260.0,66.0,2.5,4.0,01.03.2020,,,,,3.0,"Gutenbergstr. 37, 3011 Bern",2020-01-17,bern,2020-02-26,1934,,1.0,,,,225.0,,, +22769686,Wohnung,2350.0,2050.0,300.0,112.0,4.5,1.0,sofort,,,,,,"Murtenstrasse 143 F, 3008 Bern",2020-01-17,bern,2020-02-26,,,,,,,,,, +22782084,Wohnung,1260.0,1110.0,150.0,37.0,1.5,1.0,sofort,,,,,,"Brückfeldstr. 19, 3012 Bern",2020-01-20,bern,2020-02-26,1976,,1.0,,,,,,, +22779118,Wohnung,1360.0,1160.0,200.0,,3.0,,01.06.2020,1.0,,,,,"Freiburgstrasse 433, 3018 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,, +22768618,Wohnung,1990.0,1690.0,300.0,82.0,4.5,3.0,sofort,,,200.0,350.0,,"Hopfenweg 40, 3007 Bern",,bern,2020-02-26,,1.0,,1.0,1.0,500.0,500.0,500.0,, +22776336,Wohnung,2010.0,1725.0,285.0,91.0,3.5,0.0,01.07.2020,,,50.0,50.0,4.0,"Gigonweg 16, 3027 Bern",,bern,2020-02-26,2010,,1.0,,,,,,100.0, +22779980,Wohnung,890.0,,,17.0,1.0,0.0,01.04.2020,1.0,1.0,,,,3001 Bern BE,2020-01-20,bern,2020-02-26,2018,1.0,,1.0,,,,,,1.0 +22769497,Dachwohnung,2200.0,1910.0,290.0,105.0,2.5,4.0,01.04.2020,,,100.0,200.0,,"Münstergasse 42, 3011 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22768529,Wohnung,938.0,740.0,198.0,28.0,1.0,,sofort,,1.0,,,3.0,"Eigerstrasse 78, 3007 Bern",2020-01-16,bern,2020-02-26,1956,,1.0,,,,,,, +22767470,Wohnung,1800.0,,,,3.0,,nachVereinbarung,,,,,,3008 Bern,2020-01-16,bern,2020-02-26,,,,,,,,,, +22824579,Wohnung,1240.0,1100.0,140.0,,2.0,4.0,sofort,,,70.0,300.0,,"Ostring 62, 3006 Bern",,bern,2020-02-26,,,,,,850.0,750.0,,, +22766460,Wohnung,1020.0,870.0,150.0,,1.5,1.0,01.07.2020,1.0,1.0,200.0,400.0,,"Riedbachstrasse 77, 3027 Bern",2020-01-17,bern,2020-02-26,2017,1.0,,1.0,,750.0,750.0,,600.0,1.0 +22753594,Wohnung,400.0,,,,1.0,,nachVereinbarung,,,,,,3005 Bern BE,2020-01-15,bern,2020-02-26,,,,,,,,,, +22758233,Wohnung,1280.0,1150.0,130.0,,2.0,,01.05.2020,,,,,,"Chutzenstrasse 61, 3007 Bern",2020-01-16,bern,2020-02-26,,,,,,,,,, +22764611,Wohnung,2880.0,,,,3.5,,nachVereinbarung,,,,,,3006 Bern BE,2020-01-17,bern,2020-02-26,,,,,,,,,, +22905956,Wohnung,2357.0,2057.0,300.0,120.0,4.5,0.0,01.04.2020,1.0,1.0,,,3.0,"Schloss-Strasse 121, 3008 Bern BE",2020-01-15,bern,2020-02-26,1930,,1.0,1.0,,,,,,1.0 +22761302,Wohnung,2450.0,,,100.0,3.5,2.0,nachVereinbarung,,,,,,"Rabbentalstrasse 51, 3013 Bern BE",2020-01-16,bern,2020-02-26,,,1.0,,,,,,, +22755271,Wohnung,1550.0,1350.0,200.0,66.0,3.5,1.0,01.05.2020,,,230.0,800.0,4.0,"Wangenstrasse 86d, 3018 Bern",2020-01-15,bern,2020-02-26,2000,,,,,500.0,600.0,600.0,850.0, +22747620,Wohnung,2220.0,2020.0,200.0,,3.5,-1.0,nachVereinbarung,1.0,,100.0,180.0,,"Seftigenstrasse 26, 3007 Bern",,bern,2020-02-26,1900,,,,,,,,, +22835037,Wohnung,1500.0,1300.0,200.0,,2.5,0.0,sofort,,,40.0,480.0,,"Morillonstrasse 6, 3007 Bern",,bern,2020-02-26,,,,,,820.0,910.0,,, +22753919,Wohnung,1698.0,1473.0,225.0,74.0,3.5,3.0,01.04.2020,1.0,1.0,,,,"Morillonstrasse 11, 3007 Bern",2020-01-21,bern,2020-02-26,,,1.0,,,,,,, +22749729,Wohnung,2950.0,2700.0,250.0,,3.5,2.0,sofort,1.0,,,,,"Lombachweg 13, 3006 Bern",,bern,2020-02-26,2019,,,1.0,,,,,, +13443727,Wohnung,4650.0,4250.0,400.0,210.0,7.5,1.0,01.05.2020,1.0,,100.0,100.0,3.0,"Muristrasse 42, 3006 Bern",,bern,2020-02-26,1895,,1.0,1.0,1.0,100.0,500.0,300.0,800.0, +22745340,Maisonette,2990.0,2600.0,390.0,121.0,4.5,2.0,01.03.2020,1.0,,,,,"Bürenstrasse 27, 3007 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,, +22751367,Wohnung,1550.0,1350.0,200.0,,3.0,2.0,01.03.2020,1.0,,,,,"Kehrgasse 24, 3018 Bern",2020-01-15,bern,2020-02-26,,,,,,,,,, +22745150,Dachwohnung,2305.0,2100.0,205.0,84.0,2.5,6.0,sofort,,1.0,130.0,30.0,,"Marktgasse 52, 3011 Bern",,bern,2020-02-26,,,,1.0,,,,,2900.0, +22748294,Wohnung,1630.0,1430.0,200.0,,3.5,8.0,sofort,1.0,1.0,,,,"Neuhausweg 21, 3027 Bern",2020-01-15,bern,2020-02-26,,1.0,,,,,,,,1.0 +22992348,Wohnung,750.0,,,,1.0,,nachVereinbarung,,,,,,3007 Bern BE,2020-01-15,bern,2020-02-26,,,,,,,,,, +22869511,Dachwohnung,830.0,,,,1.0,,nachVereinbarung,,,,,,3011 Bern BE,2020-01-14,bern,2020-02-26,,,,,,,,,, +22737231,Wohnung,1610.0,1390.0,220.0,72.0,3.0,0.0,01.03.2020,1.0,,,,,"Martiweg 7, 3008 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22739903,Wohnung,250.0,,,,1.0,,nachVereinbarung,,,,,,3000 Bern BE,2020-01-14,bern,2020-02-26,,,,,,,,,, +22742331,Wohnung,1380.0,1160.0,220.0,,3.0,3.0,01.05.2020,1.0,,,,,"Looslistrasse 40, 3027 Bern",2020-01-14,bern,2020-02-26,,,,,,,,,, +22742980,Wohnung,1345.0,1145.0,200.0,55.0,2.0,,01.04.2020,1.0,1.0,,,,"Viktoriastrasse 45, 3013 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22979612,Wohnung,2080.0,1850.0,230.0,76.0,3.0,1.0,16.03.2020,1.0,1.0,,,,"Viktoriastrasse 45, 3013 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22780636,Dachwohnung,1840.0,1670.0,170.0,66.0,2.5,5.0,01.03.2020,,1.0,60.0,100.0,,"Scheibenstrasse 16, 3014 Bern",,bern,2020-02-26,,,,,,40.0,490.0,,, +22739908,Wohnung,1000.0,,,,3.5,,nachVereinbarung,,,,,,3014 Bern BE,2020-01-14,bern,2020-02-26,,,,,,,,,, +22744843,Wohnung,1660.0,1400.0,260.0,88.0,3.5,,01.04.2020,,,,,5.0,"Cäcilienstr. 7, 3007 Bern",2020-01-14,bern,2020-02-26,1979,,1.0,,1.0,,,,, +22742085,Wohnung,1540.0,1260.0,280.0,,3.5,0.0,01.04.2020,1.0,,,,,"Burgunderstrasse 17, 3018 Bern",2020-01-14,bern,2020-02-26,1953,,1.0,,1.0,,,,, +22962806,Wohnung,1900.0,1650.0,250.0,95.0,4.5,9.0,sofort,1.0,1.0,420.0,210.0,5.0,"Jupiterstrasse 5, 3015 Bern",,bern,2020-02-26,1973,,1.0,,1.0,520.0,390.0,,,1.0 +22837321,Wohnung,1430.0,,,,2.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-01-11,bern,2020-02-26,,,,,,,,,, +22848279,Wohnung,1490.0,1290.0,200.0,61.0,2.5,,16.05.2020,1.0,1.0,,,4.0,"Mittelstrasse 57, 3012 Bern",,bern,2020-02-26,1974,,,,,,,,, +22919672,Wohnung,2190.0,1990.0,200.0,,3.0,0.0,01.04.2020,1.0,,,,,"Schillingstrasse 23, 3005 Bern",2020-01-13,bern,2020-02-26,,,,1.0,,,,,, +22726324,Wohnung,2650.0,2360.0,290.0,98.0,4.5,1.0,01.04.2020,1.0,1.0,200.0,450.0,,"Amietstrasse 15, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,500.0,1.0 +22738662,Wohnung,1830.0,1650.0,180.0,,3.0,3.0,01.03.2020,,,30.0,50.0,,"Seidenweg 6, 3012 Bern",2020-01-13,bern,2020-02-26,1930,,,,,,,,, +22725944,Wohnung,2900.0,2375.0,525.0,131.0,4.5,0.0,01.05.2020,1.0,1.0,,,,"Le-Corbusier-Platz 11, 3027 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22735651,Wohnung,1970.0,1800.0,170.0,53.0,1.5,2.0,01.04.2020,,1.0,,,,"Brunngasse 30, 3011 Bern",,bern,2020-02-26,,,,1.0,,,,,, +16616241,Wohnung,2190.0,1990.0,200.0,,3.0,,01.04.2020,1.0,,180.0,865.0,,"Schillingstrasse 23, 3005 Bern",,bern,2020-02-26,,,,1.0,,,,2500.0,, +22727212,Wohnung,1440.0,1300.0,140.0,55.0,2.5,2.0,sofort,,1.0,,,,"Mühledorfstrasse 4, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22724110,Wohnung,2040.0,1850.0,190.0,76.0,3.5,1.0,sofort,,,200.0,250.0,3.0,"Elfenauweg 17, 3006 Bern",,bern,2020-02-26,1954,,,,,,,,, +15824060,Wohnung,2650.0,2300.0,350.0,,3.5,1.0,sofort,1.0,,100.0,500.0,,"Brunnadernstrasse 12a, 3006 Bern",,bern,2020-02-26,,,,1.0,,,,,500.0, +22722271,Wohnung,1140.0,990.0,150.0,,1.0,1.0,01.03.2020,1.0,1.0,,,,"Nydeggstalden 20, 3011 Bern",2020-01-10,bern,2020-02-26,1974,,,,,,,,, +22937891,Wohnung,1700.0,1500.0,200.0,,3.0,,,,,,,,3014 Bern,2020-01-10,bern,2020-02-26,,,,,,,,,, +22716779,Wohnung,2690.0,2400.0,290.0,93.0,4.5,1.0,sofort,1.0,1.0,,,,"Dalmazirain 26, 3005 Bern",2020-01-09,bern,2020-02-26,,,,1.0,,,,,,1.0 +22722868,Wohnung,2900.0,2375.0,525.0,131.0,4.5,,,,,,,,3027 Bern,2020-01-10,bern,2020-02-26,,,,,,,,,, +22713248,Wohnung,1500.0,,,,2.0,,nachVereinbarung,,,,,,3000 Bern BE,2020-01-09,bern,2020-02-26,,,,,,,,,, +22718754,Wohnung,625.0,,,16.0,1.0,2.0,nachVereinbarung,,,,,,"Marzilistrasse 19, 3005 Bern BE",2020-01-10,bern,2020-02-26,1940,,,,,,,,, +22723917,Wohnung,1470.0,1250.0,220.0,62.0,2.5,2.0,01.04.2020,,,,,4.0,"Bolligenstr. 46C, 3006 Bern",2020-01-10,bern,2020-02-26,1983,,1.0,,1.0,,,,, +22724285,Maisonette,2910.0,2650.0,260.0,109.0,4.5,3.0,nachVereinbarung,1.0,1.0,200.0,200.0,,"Sennweg 6, 3012 Bern",2020-01-10,bern,2020-02-26,1964,,1.0,1.0,1.0,600.0,600.0,800.0,,1.0 +22710869,Wohnung,3220.0,2900.0,320.0,117.0,4.5,1.0,,,,,,,3013 Bern,2020-01-09,bern,2020-02-26,,,,,,,,,, +22706318,Wohnung,1675.0,1435.0,240.0,70.0,3.5,,nachVereinbarung,1.0,,100.0,,,"Lombachweg 9, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,,,,, +22707491,Wohnung,1690.0,1440.0,250.0,61.0,3.0,2.0,nachVereinbarung,,,,,,"Sonnenhofweg 11, 3006 Bern",2020-01-08,bern,2020-02-26,,,,,,,,,, +22807828,Wohnung,1450.0,1200.0,250.0,,3.5,,01.03.2020,1.0,,270.0,330.0,,"Holligenstrasse 72, 3008 Bern",,bern,2020-02-26,1967,,,1.0,,650.0,650.0,650.0,1000.0, +22708977,Wohnung,1000.0,,,,1.0,2.0,sofort,1.0,,,,,"Mühlemattstrasse 48, 3007 Bern BE",2020-01-09,bern,2020-02-26,,,,,,,,,, +10531133,Wohnung,2790.0,2490.0,300.0,114.0,3.5,1.0,01.05.2020,1.0,,100.0,100.0,,"Jubiläumsstrasse 97, 3005 Bern",,bern,2020-02-26,,,,1.0,,,,,,1.0 +22748881,Wohnung,1790.0,1640.0,150.0,59.0,3.0,5.0,01.04.2020,,1.0,,,,"Mühledorfstrasse 4, 3018 Bern",2020-01-09,bern,2020-02-26,,,,,,,,,, +22835706,Wohnung,2160.0,1860.0,300.0,95.0,3.5,4.0,01.03.2020,,,,,,"Murtenstrasse 143 F, 3008 Bern",2020-01-08,bern,2020-02-26,,,,,,,,,, +22711254,Wohnung,3220.0,2900.0,320.0,117.0,4.5,1.0,01.04.2020,1.0,1.0,200.0,500.0,3.0,"Lorrainestrasse 25, 3013 Bern",2020-01-09,bern,2020-02-26,2017,,,,,200.0,500.0,500.0,, +22702206,Wohnung,1700.0,1550.0,150.0,59.0,3.0,2.0,sofort,,1.0,,,,"Mühledorfstrasse 4, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22696103,Wohnung,2198.0,1998.0,200.0,70.0,2.5,2.0,01.04.2020,,,,,,"Kramgasse 13, 3011 Bern",2020-01-07,bern,2020-02-26,1900,,,,,,,,, +22697866,Wohnung,2920.0,2770.0,150.0,130.0,3.5,4.0,01.03.2020,1.0,,100.0,100.0,,"Kramgasse 29, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22936928,Wohnung,1350.0,1220.0,130.0,36.0,1.5,4.0,01.04.2020,1.0,,50.0,50.0,,"Flurstrasse 3, 3014 Bern",,bern,2020-02-26,,,,,,,50.0,,200.0, +22697752,Wohnung,1080.0,880.0,200.0,30.0,1.5,3.0,,,,,,,"Rodtmattstrasse 46, 3014 Bern",2020-01-07,bern,2020-02-26,,,,1.0,,,,,, +22697849,Wohnung,1700.0,1450.0,250.0,66.0,3.5,0.0,nachVereinbarung,1.0,1.0,100.0,100.0,4.0,"Reiterstrasse 9, 3013 Bern",,bern,2020-02-26,1990,,1.0,1.0,1.0,,,,, +22690402,Dachwohnung,2550.0,2250.0,300.0,115.0,3.5,3.0,sofort,1.0,,300.0,300.0,,"Bühlstrasse 25, 3012 Bern",,bern,2020-02-26,,,,1.0,,,,,1000.0,1.0 +22824955,Wohnung,650.0,500.0,150.0,,1.0,1.0,nachVereinbarung,1.0,,,,,3006 Bern BE,2020-01-07,bern,2020-02-26,,1.0,1.0,1.0,,,,,, +22906085,Wohnung,1390.0,1230.0,160.0,,3.0,2.0,01.04.2020,1.0,,100.0,100.0,,"Frankenstrasse 28, 3018 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22679898,Wohnung,1880.0,1580.0,300.0,90.0,4.0,6.0,nachVereinbarung,,,200.0,50.0,3.0,"Obermattstr. 18, 3018 Bern",2020-01-03,bern,2020-02-26,1970,,1.0,1.0,1.0,500.0,269.0,3000.0,3000.0, +22675401,Wohnung,1590.0,1390.0,200.0,55.0,2.0,3.0,01.03.2020,1.0,,,,,"Tscharnerstrasse 38, 3007 Bern BE",2020-01-03,bern,2020-02-26,,,1.0,1.0,,,,,, +22685481,Wohnung,1700.0,1500.0,200.0,85.0,3.5,,nachVereinbarung,,,,,4.0,3014 Bern BE,2020-01-06,bern,2020-02-26,1965,1.0,,,,,,,, +22654425,Wohnung,3480.0,3080.0,400.0,115.0,4.5,6.0,,,,,,,3013 Bern,2020-01-04,bern,2020-02-26,,,,,,,,,, +22917114,Dachwohnung,2450.0,,,105.0,3.5,2.0,01.03.2020,1.0,,250.0,250.0,,"Rabbentalstrasse 51, 3013 Bern",,bern,2020-02-26,,,,1.0,1.0,250.0,350.0,,1500.0, +22688757,Wohnung,1350.0,1100.0,250.0,55.0,2.0,0.0,01.03.2020,,1.0,30.0,400.0,4.0,"Ostring 10, 3006 Bern",,bern,2020-02-26,1946,,,,,,,,, +22656456,Wohnung,5.0,,,,2.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-01-06,bern,2020-02-26,,,,,,,,,, +22673675,Wohnung,850.0,,,,1.0,3.0,nachVereinbarung,1.0,,,,,3027 Bern BE,2020-01-02,bern,2020-02-26,,,,,,,,,, +22464483,Wohnung,2390.0,2290.0,100.0,70.0,3.5,,sofort,1.0,1.0,210.0,10.0,,"Waffenweg 10/12, 3014 Bern",,bern,2020-02-26,,,1.0,,,190.0,470.0,,, +22679222,Wohnung,930.0,760.0,170.0,28.0,1.0,1.0,sofort,,1.0,,,3.0,"Eigerstrasse 78, 3007 Bern",2020-01-03,bern,2020-02-26,1956,,1.0,,,,,,, +22669668,Wohnung,615.0,600.0,15.0,20.0,1.0,6.0,nachVereinbarung,1.0,1.0,,,,3014 Bern BE,2019-12-31,bern,2020-02-26,,,,,,,,,, +22660694,Wohnung,850.0,650.0,200.0,,1.0,0.0,sofort,,,,,,"Bümplizstrasse 42, 3027 Bern",2019-12-28,bern,2020-02-26,,,,,1.0,,,,, +22921052,Wohnung,1240.0,1020.0,220.0,,2.5,3.0,01.04.2020,1.0,,,,,"Bümplizstrasse 42, 3027 Bern",2019-12-31,bern,2020-02-26,,1.0,,,,,,,, +22777264,Wohnung,1350.0,,,,2.5,,nachVereinbarung,,,,,,3008 Bern BE,2019-12-24,bern,2020-02-26,,,,,,,,,, +22673571,Wohnung,628.0,,,,1.0,3.0,nachVereinbarung,1.0,,,,,"Effingerstrasse, 3008 Bern BE",2020-01-02,bern,2020-02-26,,,,,,,,,, +22658197,Wohnung,1440.0,1290.0,150.0,47.0,2.0,0.0,15.04.2020,1.0,,100.0,300.0,3.0,"Greyerzstrasse 93, 3013 Bern",,bern,2020-02-26,1936,,,,,,,,, +22641154,Wohnung,1700.0,,,48.0,1.5,5.0,nachVereinbarung,1.0,1.0,,,2.0,3012 Bern BE,2019-12-23,bern,2020-02-26,2017,,,,,,,,,1.0 +22670104,Wohnung,1900.0,,,,3.5,,nachVereinbarung,,,,,,3012 Bern BE,2019-12-31,bern,2020-02-26,,,,,,,,,, +22634101,Wohnung,1690.0,1420.0,270.0,,2.5,,sofort,1.0,,340.0,980.0,,"Elfenauweg 7, 3006 Bern",,bern,2020-02-26,,,,,,1980.0,170.0,,, +22630891,Wohnung,1250.0,1120.0,130.0,40.0,1.0,5.0,01.04.2020,1.0,1.0,,,,"Schwarztorstrasse 25, 3007 Bern",,bern,2020-02-26,,,,,,,,,, +22930239,Wohnung,1420.0,1250.0,170.0,55.0,2.0,,sofort,1.0,1.0,100.0,100.0,,"Mittelstrasse 66, 3012 Bern",,bern,2020-02-26,,,,1.0,,250.0,250.0,250.0,, +22631450,Wohnung,1860.0,1650.0,210.0,70.0,3.0,-1.0,sofort,1.0,1.0,290.0,290.0,3.0,"Schönburgstrasse 56, 3013 Bern",,bern,2020-02-26,1960,,,,,340.0,670.0,,, +22630543,Wohnung,880.0,700.0,180.0,31.0,1.0,5.0,01.03.2020,1.0,1.0,200.0,200.0,,"Giacomettistrasse 6, 3006 Bern",2019-12-20,bern,2020-02-26,,,,,,,,,, +22627730,Wohnung,1520.0,1290.0,230.0,73.0,3.0,10.0,01.03.2020,,1.0,750.0,600.0,4.0,"Holligenstrasse 121, 3008 Bern",2019-12-19,bern,2020-02-26,1961,,1.0,,,900.0,,,1200.0, +22629805,Wohnung,2130.0,1950.0,180.0,66.0,2.5,0.0,sofort,1.0,1.0,200.0,900.0,3.0,"Hostettlerweg 4, 3006 Bern",2019-12-20,bern,2020-02-26,2016,,1.0,,1.0,140.0,140.0,140.0,900.0,1.0 +22634099,Wohnung,1895.0,1720.0,175.0,,2.0,4.0,01.05.2020,,1.0,,,,"Postgasse 18, 3011 Bern",2019-12-20,bern,2020-02-26,,,,,,,,,, +22629804,Wohnung,2820.0,2550.0,270.0,98.0,3.5,1.0,sofort,1.0,1.0,200.0,900.0,3.0,"Hostettlerweg 4, 3006 Bern",2019-12-20,bern,2020-02-26,2016,,1.0,,1.0,140.0,140.0,140.0,900.0,1.0 +22848197,Wohnung,3155.0,2890.0,265.0,,3.5,4.0,nachVereinbarung,1.0,1.0,120.0,10.0,,"Moserstrasse 33, 3014 Bern",,bern,2020-02-26,2019,,,1.0,1.0,620.0,390.0,,2000.0,1.0 +22621887,Wohnung,990.0,840.0,150.0,,1.0,3.0,sofort,,1.0,50.0,100.0,,"Belpstrasse 45, 3007 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22586867,Wohnung,2450.0,,,124.0,3.5,3.0,nachVereinbarung,1.0,1.0,,,,"Stöckackerstrasse 102, 3018 Bern BE",2019-12-12,bern,2020-02-26,,,,1.0,,,,,,1.0 +22394497,Wohnung,1690.0,1450.0,240.0,63.0,3.0,2.0,nachVereinbarung,,1.0,,,,"Monbijoustrasse 114, 3007 Bern",2019-12-17,bern,2020-02-26,,,,,,,,,, +22624636,Wohnung,1540.0,1350.0,190.0,59.0,2.5,4.0,01.04.2020,,,,,3.0,"Gutenbergstr. 39, 3011 Bern",2019-12-19,bern,2020-02-26,1934,,1.0,,,,225.0,,, +22716586,Wohnung,1700.0,1450.0,250.0,72.0,3.5,1.0,sofort,1.0,1.0,480.0,530.0,,"Holenackerstrasse 7, 3027 Bern",,bern,2020-02-26,,,,,,260.0,770.0,,,1.0 +22789961,Wohnung,1460.0,1250.0,210.0,60.0,3.0,3.0,sofort,1.0,,220.0,330.0,3.0,"Waldmannstrasse 7, 3027 Bern",,bern,2020-02-26,1962,,,1.0,1.0,180.0,190.0,,, +22583828,Wohnung,1365.0,1175.0,190.0,51.0,2.5,5.0,sofort,,1.0,30.0,30.0,4.0,"Brunnmattstrasse 20 A, 3007 Bern",,bern,2020-02-26,1974,,,,,,,,, +22485331,Wohnung,550.0,,,,4.0,,nachVereinbarung,,,,,,3013 Bern BE,2020-01-27,bern,2020-02-26,,,,,,,,,, +22604923,Wohnung,2650.0,2450.0,200.0,98.0,4.0,1.0,01.03.2020,1.0,,,,,"Primelweg 1, 3004 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22919678,Wohnung,1550.0,1350.0,200.0,71.0,2.5,1.0,sofort,1.0,,,,,"Stapfenackerstrasse 50, 3018 Bern",2019-12-11,bern,2020-02-26,,1.0,,,,,,,, +22571175,Attika,3850.0,3330.0,520.0,155.0,5.5,4.0,01.03.2020,1.0,1.0,100.0,100.0,,"Frohbergweg 7, 3012 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22578189,Wohnung,2870.0,2490.0,380.0,,2.0,1.0,sofort,1.0,1.0,,,,"Junkerngasse 16, 3011 Bern",2019-12-11,bern,2020-02-26,,,,,,,,,,1.0 +22570932,Wohnung,1330.0,1190.0,140.0,45.0,2.0,3.0,01.03.2020,,,,,3.0,"Buristr. 6, 3006 Bern",2019-12-10,bern,2020-02-26,1967,,1.0,1.0,,,,,, +22579121,Dachwohnung,3060.0,2680.0,380.0,,2.0,4.0,sofort,,1.0,,,,"Junkerngasse 16, 3011 Bern",2019-12-11,bern,2020-02-26,,,,,,,,,,1.0 +23025899,Maisonette,2175.0,1900.0,275.0,100.0,3.0,,nachVereinbarung,,,,,,3014 Bern,2019-12-11,bern,2020-02-26,,,,,,,,,, +22568524,Wohnung,1540.0,1300.0,240.0,,3.5,0.0,,1.0,,,,,"Eigerstrasse 6, 3007 Bern",2019-12-09,bern,2020-02-26,,,,,,,,,, +22575321,Wohnung,1555.0,1285.0,270.0,73.0,3.5,4.0,01.03.2020,,,,,4.0,"Spitalackerstrasse 20 a, 3013 Bern",,bern,2020-02-26,1966,,,,,,,,, +22193572,Wohnung,3050.0,2850.0,200.0,140.0,4.5,1.0,15.07.2020,1.0,,,,,"Muristrasse 7, 3006 Bern",2019-12-09,bern,2020-02-26,,1.0,1.0,1.0,,,,,, +22570265,Wohnung,2800.0,2500.0,300.0,110.0,4.5,2.0,nachVereinbarung,1.0,,,,,"Seminarstrasse 11, 3006 Bern",,bern,2020-02-26,,,,,,,,,, +22979611,Wohnung,3850.0,3500.0,350.0,145.0,5.0,3.0,01.04.2020,1.0,1.0,,,,"Dufourstrasse 23, 3005 Bern",,bern,2020-02-26,,,1.0,1.0,,,,,, +23018296,Wohnung,2690.0,2300.0,390.0,143.0,3.0,4.0,15.03.2020,,,,,4.0,"Kramgasse 9, 3011 Bern",2019-12-06,bern,2020-02-26,1900,,,,,,,,, +23025182,Wohnung,300.0,,,,1.0,,nachVereinbarung,,,,,,3011 Bern BE,2019-12-09,bern,2020-02-26,,,,,,,,,, +22856274,Wohnung,2350.0,2100.0,250.0,84.0,2.5,4.0,nachVereinbarung,1.0,1.0,120.0,80.0,,"Dufourstrasse 23, 3005 Bern",,bern,2020-02-26,,,1.0,1.0,,920.0,,,, +22543224,Wohnung,2800.0,2500.0,300.0,134.0,6.0,2.0,nachVereinbarung,1.0,1.0,,,,"Morillonstrasse 16, 3007 Bern",2019-12-05,bern,2020-02-26,,,,,,,,,, +22535127,Wohnung,2295.0,2025.0,270.0,103.0,3.5,3.0,01.04.2020,,,,,5.0,"Weltpoststrasse 8b, 3015 Bern",,bern,2020-02-26,2012,,,,,,,,, +22548756,Attika,2790.0,2600.0,190.0,85.0,3.5,3.0,sofort,,,200.0,800.0,,"Gryphenhübeliweg 28, 3006 Bern",,bern,2020-02-26,1953,,,,,,,,, +22549464,Wohnung,1740.0,1520.0,220.0,70.0,3.0,1.0,01.03.2020,1.0,,50.0,400.0,3.0,"Reiterstrasse 17, 3013 Bern",2019-12-05,bern,2020-02-26,1949,,,,,,,,, +22562918,Wohnung,1200.0,,,25.0,1.5,,01.03.2020,,,,,,3014 Bern,2019-12-09,bern,2020-02-26,,,,,,,,,, +22542085,Wohnung,2800.0,2500.0,300.0,134.0,6.0,2.0,,,,,,,3007 Bern,2019-12-05,bern,2020-02-26,,,,,,,,,, +22940495,Wohnung,1570.0,1320.0,250.0,,3.0,0.0,sofort,1.0,,60.0,150.0,,"Güterstrasse 14, 3008 Bern",2019-12-01,bern,2020-02-26,,,1.0,1.0,1.0,,,,400.0,1.0 +22716577,Wohnung,1450.0,1250.0,200.0,50.0,2.5,,01.03.2020,1.0,,100.0,500.0,3.0,"Wylerfeldstrasse 36, 3014 Bern",,bern,2020-02-26,1946,,,,,,,,, +22528880,Wohnung,3870.0,3500.0,370.0,151.0,5.5,2.0,sofort,1.0,1.0,450.0,,,"Wildhainweg 7, 3012 Bern",2019-12-03,bern,2020-02-26,2005,1.0,,1.0,1.0,,,,1300.0,1.0 +22517122,Wohnung,1930.0,1630.0,300.0,,3.5,3.0,sofort,1.0,1.0,100.0,100.0,,"Schönburgstrasse 58, 3013 Bern",,bern,2020-02-26,,,,1.0,,,,,1000.0,1.0 +22879575,Wohnung,1150.0,1000.0,150.0,49.0,2.0,2.0,sofort,,,,,,"Freiburgstrasse 431, 3018 Bern",2019-12-03,bern,2020-02-26,,,,1.0,,,,,, +22535394,Wohnung,765.0,,,14.0,1.0,2.0,nachVereinbarung,1.0,1.0,,,,"Bethlehemstrasse 171, 3018 Bern BE",2019-12-04,bern,2020-02-26,,,,,,,,,,1.0 +22539051,Wohnung,1935.0,1685.0,250.0,78.0,3.5,1.0,sofort,1.0,1.0,,,,"Billeweg 24, 3027 Bern",2019-12-04,bern,2020-02-26,,,1.0,1.0,,,,,,1.0 +23018297,Wohnung,1370.0,1180.0,190.0,,2.5,2.0,,,,,,,"Brunngasse 19, 3011 Bern",2019-12-04,bern,2020-02-26,,,,,,,,,, +22881998,Wohnung,1450.0,1250.0,200.0,77.0,3.5,1.0,nachVereinbarung,1.0,,,,,"Freiburgstrasse 431, 3018 Bern",2019-12-03,bern,2020-02-26,,,,1.0,,,,,, +22505369,Dachwohnung,1650.0,1450.0,200.0,,2.5,5.0,sofort,,,5.0,20.0,,"Länggassstrasse 32A, 3012 Bern",,bern,2020-02-26,,,,,,,,,, +22562773,Wohnung,1620.0,1490.0,130.0,50.0,2.0,0.0,01.03.2020,,,50.0,100.0,,"Sonnenhofweg 7, 3006 Bern",,bern,2020-02-26,,,,,,,,,, +22919654,Wohnung,1500.0,1200.0,300.0,,3.5,1.0,sofort,1.0,,,,,"Libellenweg 5, 3006 Bern",2019-11-25,bern,2020-02-26,,1.0,,1.0,,,,,, +22121564,Wohnung,1990.0,1720.0,270.0,75.0,3.5,4.0,sofort,,1.0,,,,"Breitenrainstrasse 27, 3013 Bern",,bern,2020-02-26,,,,,,,,,, +22852017,Dachwohnung,1780.0,1500.0,280.0,65.0,3.0,2.0,nachVereinbarung,1.0,,,,,3007 Bern,2019-11-25,bern,2020-02-26,,1.0,,,,,,,, +22500114,Wohnung,2100.0,1900.0,200.0,77.0,3.5,2.0,01.03.2020,1.0,,,,,"Morillonstrasse 4, 3007 Bern",,bern,2020-02-26,,,,,,,,,, +22513324,Wohnung,1450.0,,,75.0,3.5,,01.03.2020,,,,,,"Schenkstrasse 57, 3008 Bern",2019-12-01,bern,2020-02-26,,,,,,,,,, +23024695,Wohnung,750.0,,,,1.0,,nachVereinbarung,,,,,,3014 Bern BE,2019-11-29,bern,2020-02-26,,,,,,,,,, +22487418,Wohnung,1840.0,1640.0,200.0,85.0,3.5,2.0,nachVereinbarung,1.0,,330.0,1290.0,,"Segantinistrasse 20, 3006 Bern",,bern,2020-02-26,,,,,,120.0,300.0,,, +22456492,Wohnung,840.0,740.0,100.0,27.0,1.0,2.0,sofort,1.0,,100.0,200.0,4.0,"Sonnenhofweg 12, 3006 Bern",,bern,2020-02-26,1952,,,,,,,,, +22458297,Wohnung,2470.0,2200.0,270.0,84.0,3.5,0.0,sofort,,,100.0,300.0,,"Cäcilienstrasse 14, 3007 Bern",2019-11-21,bern,2020-02-26,1916,,,,,500.0,300.0,300.0,, +22778088,Wohnung,2450.0,2200.0,250.0,120.0,3.0,3.0,sofort,,,,,,"Gerechtigkeitsgasse 77, 3011 Bern",2019-11-15,bern,2020-02-26,,,,,,,,,, +22412628,Wohnung,2600.0,2400.0,200.0,112.0,4.0,0.0,,,1.0,,,,"Gutenbergstrasse 27, 3011 Bern",2019-11-14,bern,2020-02-26,,1.0,,1.0,,,,,, +22461911,Wohnung,4550.0,4050.0,500.0,170.0,7.0,1.0,nachVereinbarung,,1.0,,,,"Bernastrasse 57, 3005 Bern",2019-11-22,bern,2020-02-26,,,,,,,,,, +22535492,Wohnung,2100.0,1900.0,200.0,70.0,3.0,3.0,nachVereinbarung,,,,,2.0,"Jubiläumsstrasse 54, 3005 Bern BE",2019-11-21,bern,2020-02-26,1934,,,1.0,,,,,, +22412060,Wohnung,2350.0,2050.0,300.0,,4.5,2.0,sofort,1.0,,,250.0,,"Scharnachtalstrasse 12, 3006 Bern",,bern,2020-02-26,,,,,,,300.0,,, +22709261,Wohnung,1620.0,1400.0,220.0,,3.0,2.0,01.03.2020,1.0,1.0,,,,"Bottigenstrasse 22, 3018 Bern",2019-11-20,bern,2020-02-26,,1.0,,,,,,,, +22716581,Wohnung,1840.0,1640.0,200.0,83.0,3.0,8.0,sofort,1.0,1.0,50.0,50.0,,"Winkelriedstrasse 7, 3014 Bern",,bern,2020-02-26,,,,,,100.0,100.0,250.0,,1.0 +22801397,Wohnung,40.0,,,,1.0,,nachVereinbarung,,,,,,3014 Bern BE,2019-11-19,bern,2020-02-26,,,,,,,,,, +22409350,Wohnung,2985.0,2700.0,285.0,,4.0,1.0,nachVereinbarung,1.0,1.0,120.0,10.0,,"Moserstrasse 33, 3014 Bern",,bern,2020-02-26,2019,,,1.0,1.0,620.0,390.0,,,1.0 +22440482,Maisonette,1530.0,1340.0,190.0,,2.5,4.0,sofort,,,,,,"Breitenrainstrasse 15, 3013 Bern",2019-11-06,bern,2020-02-26,,,,,,,,,, +22371514,Wohnung,1440.0,1250.0,190.0,,3.0,2.0,sofort,1.0,,210.0,30.0,,"Brünnenstrasse 105, 3018 Bern",,bern,2020-02-26,,,,,,280.0,610.0,,, +22696121,Wohnung,1500.0,1350.0,150.0,60.0,2.5,4.0,nachVereinbarung,,,,,,"Thunstrasse 93, 3006 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22783178,Dachwohnung,3890.0,3540.0,350.0,120.0,5.0,3.0,sofort,1.0,,100.0,250.0,,"Diesbachstrasse 10, 3012 Bern",2019-11-13,bern,2020-02-26,1906,,,1.0,,,,,500.0, +22387120,Wohnung,1390.0,1190.0,200.0,54.0,3.0,3.0,sofort,,,,,,"Untermattweg 76, 3027 Bern",2020-01-15,bern,2020-02-26,,,,1.0,,,,,, +22410815,Wohnung,1515.0,1315.0,200.0,60.0,3.5,3.0,sofort,1.0,,100.0,100.0,4.0,"Egelgasse 70 / 70a, 3006 Bern",,bern,2020-02-26,1961,,,,,,,,, +22568122,Wohnung,1500.0,1300.0,200.0,,2.5,1.0,sofort,1.0,,300.0,700.0,,"Stapfenackerstrasse 50, 3018 Bern",2019-12-11,bern,2020-02-26,,,,1.0,,,200.0,,,1.0 +22413228,Wohnung,2950.0,2650.0,300.0,105.0,4.5,0.0,sofort,,,100.0,300.0,,"Cäcilienstrasse 14, 3007 Bern",2019-11-14,bern,2020-02-26,1916,,,,,500.0,300.0,300.0,, +22866995,Wohnung,1700.0,,,,3.0,,nachVereinbarung,,,,,,3007 Bern BE,2019-11-14,bern,2020-02-26,,,,,,,,,, +22349596,Wohnung,1390.0,1190.0,200.0,,3.0,4.0,sofort,1.0,,100.0,100.0,,"Schlossstrasse 125, 3008 Bern",,bern,2020-02-26,,,,,,,,,, +22353841,Wohnung,1470.0,1340.0,130.0,51.0,2.5,5.0,sofort,,,,,,"Mühledorfstrasse 2A, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22848026,Wohnung,1350.0,1150.0,200.0,,2.5,2.0,sofort,1.0,1.0,,500.0,,"Bahnhöheweg 36, 3018 Bern",,bern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22328581,Wohnung,1535.0,1300.0,235.0,61.0,3.0,7.0,sofort,,,200.0,50.0,3.0,"Obermattstr. 16, 3018 Bern",2019-11-01,bern,2020-02-26,1970,,1.0,1.0,1.0,500.0,269.0,3000.0,3000.0, +22334029,Wohnung,1870.0,1610.0,260.0,71.0,2.5,1.0,sofort,1.0,1.0,,,,"Le-Corbusier-Platz 10, 3027 Bern",2019-11-01,bern,2020-02-26,,,,1.0,1.0,,,,, +22328369,Wohnung,1550.0,1290.0,260.0,,3.5,2.0,sofort,1.0,,,,,"Mädergutstrasse 79, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +22578963,Wohnung,600.0,,,,1.0,,nachVereinbarung,,,,,,3007 Bern BE,2019-11-06,bern,2020-02-26,,,,,,,,,, +22346226,Wohnung,2710.0,2400.0,310.0,130.0,4.5,2.0,nachVereinbarung,1.0,,,,4.0,"Muristrasse 59, 3006 Bern",,bern,2020-02-26,1935,,1.0,1.0,,,,,, +22722696,Wohnung,1510.0,1290.0,220.0,75.0,3.0,5.0,sofort,,1.0,100.0,100.0,,"Ostring 14, 3006 Bern",,bern,2020-02-26,,,1.0,,1.0,100.0,200.0,,250.0, +22610220,Wohnung,1490.0,1310.0,180.0,55.0,2.5,3.0,nachVereinbarung,1.0,1.0,200.0,400.0,4.0,"Riedbachstrasse 77, 3027 Bern",2019-11-04,bern,2020-02-26,2017,1.0,,1.0,,750.0,750.0,,600.0,1.0 +22326622,Wohnung,1550.0,1290.0,260.0,,3.5,2.0,,,,,,,3018 Bern,2019-11-01,bern,2020-02-26,,,,,,,,,, +22328345,Wohnung,1780.0,1470.0,310.0,92.0,4.5,5.0,01.05.2020,1.0,1.0,,,,"Holenackerstrasse 11, 3027 Bern",2019-11-01,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22107205,Wohnung,1700.0,,,60.0,3.0,2.0,,,,,,,3006 Bern,2019-10-31,bern,2020-02-26,,,,,,,,,, +22301091,Wohnung,1675.0,1425.0,250.0,74.0,3.5,0.0,nachVereinbarung,1.0,1.0,130.0,75.0,4.0,"Giacomettistrasse 27, 27b, 3006 Bern",2019-10-28,bern,2020-02-26,1956,,1.0,1.0,,950.0,1000.0,700.0,,1.0 +22961200,Wohnung,1700.0,1500.0,200.0,,2.5,4.0,01.05.2020,1.0,,,,,"Attinghausenstrasse 11, 3014 Bern",2019-11-01,bern,2020-02-26,,,,,,,,,, +22325244,Attika,2445.0,2180.0,265.0,102.0,4.5,4.0,nachVereinbarung,,,500.0,,3.0,"Hüsliackerstrasse 15, 3018 Bern",,bern,2020-02-26,2009,,,,,,,,500.0, +22304574,Wohnung,1210.0,990.0,220.0,,2.5,4.0,sofort,1.0,,,,,"Looslistrasse 54, 3027 Bern",2019-10-29,bern,2020-02-26,,,,,,,,,, +22716579,Wohnung,1400.0,1200.0,200.0,61.0,2.5,1.0,sofort,1.0,,270.0,550.0,,"Wangenstrasse 43c, 3018 Bern",,bern,2020-02-26,,,,,,1340.0,930.0,,,1.0 +22325850,Dachwohnung,1990.0,1710.0,280.0,90.0,3.0,,sofort,,1.0,,,,"Nydeggstalden 10, 3011 Bern",2020-01-15,bern,2020-02-26,,1.0,,,,,,,, +22974344,Dachwohnung,2800.0,2500.0,300.0,88.0,3.5,2.0,sofort,1.0,,240.0,220.0,2.0,"Breitfeldstrasse 41, 3014 Bern",,bern,2020-02-26,2019,,,,,400.0,290.0,,, +22535293,Dachwohnung,2690.0,2450.0,240.0,115.0,4.0,3.0,nachVereinbarung,,,,,,"Rathausgasse 48, 3011 Bern",2019-10-25,bern,2020-02-26,1470,,,1.0,,,,,, +22325049,Wohnung,1700.0,1500.0,200.0,,2.5,4.0,,,,,,,3014 Bern,2019-10-15,bern,2020-02-26,,,,,,,,,, +22245660,Maisonette,2870.0,2650.0,220.0,133.0,2.5,,01.04.2020,,,,,,"Länggassstrasse 10, 3012 Bern",2019-10-18,bern,2020-02-26,,,,,,,,,, +22813817,Wohnung,2180.0,1910.0,270.0,,4.0,3.0,sofort,1.0,1.0,,,,"Buristrasse 18, 3006 Bern",,bern,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22278582,Wohnung,2208.0,1958.0,250.0,85.0,3.5,2.0,sofort,1.0,1.0,100.0,500.0,4.0,"Rüfenachtweg 6, 3006 Bern",,bern,2020-02-26,2014,,,,1.0,,,,500.0,1.0 +22223188,Maisonette,3215.0,2915.0,300.0,110.0,4.5,,sofort,1.0,,,,,"Bitziusstrasse 51, 3006 Bern",,bern,2020-02-26,,1.0,,,,,,,, +22174564,Dachwohnung,2870.0,2570.0,300.0,,5.5,2.0,sofort,,,100.0,100.0,,"Mülinenstrasse, 3006 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22716587,Wohnung,1400.0,1200.0,200.0,61.0,2.5,1.0,sofort,1.0,,290.0,570.0,,"Wangenstrasse 41b, 3018 Bern",,bern,2020-02-26,,,,,,1000.0,960.0,,,1.0 +22289612,Wohnung,1590.0,1390.0,200.0,57.0,2.0,5.0,sofort,,,,,,"Winkelriedstrasse 48, 3014 Bern",2019-10-26,bern,2020-02-26,,,,,,,,,, +22165824,Wohnung,2260.0,1900.0,360.0,105.0,4.5,13.0,sofort,1.0,1.0,,,,"Bahnstrasse 99 Miete, 3008 Bern BE",2019-10-07,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22113363,Wohnung,3850.0,3500.0,350.0,180.0,5.5,,sofort,,1.0,200.0,100.0,3.0,"Morellweg 6, 3007 Bern",2019-09-27,bern,2020-02-26,1906,,,,,,,,, +22162875,Wohnung,3200.0,,,120.0,4.5,,sofort,,,,,,"Amselweg 19, 3012 Bern",2019-10-06,bern,2020-02-26,,,,,,,,,, +22174663,Wohnung,1360.0,1140.0,220.0,58.0,2.0,1.0,nachVereinbarung,1.0,,30.0,50.0,4.0,"Ostring 77, 3006 Bern",2019-10-08,bern,2020-02-26,1945,,1.0,1.0,,650.0,500.0,500.0,, +22704023,Dachwohnung,270.0,,,,1.0,,nachVereinbarung,,,,,,3012 Bern BE,2019-09-27,bern,2020-02-26,,,,,,,,,, +23024429,Wohnung,1990.0,,,80.0,2.5,,01.05.2020,,,,,,"Funkerstrasse 25, 3013 Bern",2019-10-03,bern,2020-02-26,,,,,,,,,, +22166496,Wohnung,2260.0,1900.0,360.0,105.0,4.5,13.0,sofort,1.0,1.0,,,,"Bahnstrasse 99 Miete, 3008 Bern",2019-10-07,bern,2020-02-26,,,1.0,1.0,1.0,,,,, +22102056,Loft,3000.0,2600.0,400.0,178.0,2.0,2.0,sofort,1.0,1.0,350.0,630.0,,"Winterholzstrasse 55, 3018 Bern",,bern,2020-02-26,,,1.0,1.0,,460.0,340.0,,1800.0,1.0 +22169278,Wohnung,1975.0,1630.0,345.0,89.0,4.5,9.0,nachVereinbarung,,,200.0,50.0,3.0,"Obermattstr. 16, 3018 Bern",2019-10-07,bern,2020-02-26,1970,,1.0,1.0,1.0,500.0,269.0,3000.0,3000.0, +22282746,Wohnung,2950.0,2650.0,300.0,103.0,4.0,2.0,sofort,1.0,1.0,100.0,100.0,,"Waaghausgasse 5, 3011 Bern",,bern,2020-02-26,,,,1.0,,,,,, +22075997,Wohnung,1210.0,980.0,230.0,,2.5,4.0,01.03.2020,,,,,,"Looslistrasse 50, 3027 Bern",2019-09-23,bern,2020-02-26,,,,,,,,,, +22690489,Wohnung,2040.0,1900.0,140.0,,2.0,2.0,sofort,1.0,,190.0,3270.0,,"Kramgasse 39, 3011 Bern",,bern,2020-02-26,1700,,,,,3840.0,,,, +22434945,Wohnung,1730.0,1350.0,380.0,,2.5,,nachVereinbarung,1.0,,20.0,650.0,,"Ostring 36/ 38, 3006 Bern",,bern,2020-02-26,,,,1.0,1.0,840.0,840.0,,40.0, +22051276,Wohnung,2340.0,2010.0,330.0,117.0,1.0,0.0,sofort,,1.0,,,,"Hardeggerstrasse 12, 3008 Bern",,bern,2020-02-26,,,,,,,,,, +22938265,Studio,855.0,830.0,25.0,17.0,1.0,2.0,01.04.2020,,,250.0,500.0,,"Rathausgasse 45, 3011 Bern",,bern,2020-02-26,,,1.0,,,500.0,500.0,500.0,, +22839517,Wohnung,2400.0,,,100.0,4.5,,sofort,,,,,,"Billeweg 8, 3027 Bern",2019-09-23,bern,2020-02-26,,,,,,,,,, +22093542,Wohnung,1645.0,1380.0,265.0,69.0,3.5,2.0,sofort,1.0,1.0,,,4.0,"Obere Zollgasse 92, 3006 Bern",2019-09-25,bern,2020-02-26,1973,,,,,,,,, +22091417,Wohnung,1645.0,1380.0,265.0,69.0,3.5,2.0,,,,,,,3006 Bern,2019-09-25,bern,2020-02-26,,,,,,,,,, +22048431,Wohnung,2340.0,2010.0,330.0,117.0,1.0,,,,,,,,3008 Bern,2019-09-18,bern,2020-02-26,,,,,,,,,, +22075998,Wohnung,1290.0,1060.0,230.0,,3.5,1.0,sofort,,,,,,"Looslistrasse 50, 3027 Bern",2019-09-23,bern,2020-02-26,,,,,,,,,, +21831302,Wohnung,1960.0,1780.0,180.0,70.0,2.5,,01.04.2020,1.0,1.0,300.0,300.0,4.0,"Weltpoststrasse 1A, 3015 Bern",2019-08-15,bern,2020-02-26,2020,,1.0,,,600.0,700.0,700.0,1000.0,1.0 +22021641,Wohnung,2000.0,1720.0,280.0,89.0,4.5,13.0,nachVereinbarung,,,200.0,50.0,3.0,"Obermattstr. 16, 3018 Bern",2019-09-13,bern,2020-02-26,1970,,1.0,1.0,1.0,500.0,269.0,3000.0,3000.0, +20460607,Maisonette,2990.0,2760.0,230.0,130.0,4.5,4.0,nachVereinbarung,,,,,3.0,"Lorrainestrasse 8a, 3013 Bern",2019-09-11,bern,2020-02-26,1895,,,,,,,,, +22716594,Wohnung,1430.0,1230.0,200.0,62.0,2.5,1.0,sofort,1.0,,100.0,380.0,,"Wangenstrasse 49, 3018 Bern",,bern,2020-02-26,,,,,,1180.0,770.0,,500.0,1.0 +22925669,Wohnung,1530.0,1350.0,180.0,71.0,3.0,1.0,16.05.2020,1.0,,30.0,100.0,,"Laubeggstrasse 139, 3006 Bern",,bern,2020-02-26,,,,,,950.0,950.0,,, +21822678,Wohnung,4450.0,4180.0,270.0,123.0,4.5,5.0,01.04.2020,1.0,1.0,300.0,300.0,,"Weltpoststrasse 1, 3015 Bern",2019-08-14,bern,2020-02-26,2020,,1.0,,,600.0,700.0,700.0,1000.0,1.0 +20823056,Dachwohnung,1945.0,1750.0,195.0,75.0,3.0,,sofort,,,,,,"Brunngasse 50, 3011 Bern",,bern,2020-02-26,,,,,,,,,, +22234055,Wohnung,1490.0,1310.0,180.0,,3.0,,sofort,1.0,,100.0,100.0,,"Laubeggstrasse 139, 3006 Bern",,bern,2020-02-26,,,,1.0,,,,,, +21822676,Wohnung,3890.0,3520.0,370.0,147.0,5.5,,01.04.2020,1.0,1.0,300.0,300.0,4.0,"Weltpoststrasse 1B, 3015 Bern",2019-08-14,bern,2020-02-26,2020,,1.0,,1.0,600.0,700.0,700.0,1000.0,1.0 +21988062,Dachwohnung,2400.0,1980.0,420.0,65.0,2.0,4.0,sofort,,1.0,300.0,50.0,,"Zeughausgasse 27, Wohnungen, 3011 Bern",2019-09-09,bern,2020-02-26,1927,,,1.0,,1000.0,2800.0,2800.0,, +22965465,Dachwohnung,250.0,220.0,30.0,,1.0,4.0,01.05.2020,,,1.0,100.0,,"Morillonstrasse 6, 3007 Bern",2019-08-13,bern,2020-02-26,1932,,,,,250.0,250.0,250.0,, +21728072,Wohnung,2480.0,2080.0,400.0,116.0,3.5,1.0,sofort,1.0,1.0,,,,"Le-Corbusier-Platz 12, 3027 Bern",2019-07-29,bern,2020-02-26,,,,1.0,1.0,,,,, +21822674,Wohnung,2930.0,2660.0,270.0,105.0,4.5,1.0,01.04.2020,1.0,1.0,300.0,300.0,4.0,"Weltpoststrasse 1A, 3015 Bern",2019-08-14,bern,2020-02-26,2020,,1.0,,1.0,600.0,700.0,700.0,1000.0,1.0 +21786260,Wohnung,1760.0,1550.0,210.0,,3.0,,sofort,1.0,,,,,"Heckenweg 41, 3007 Bern",2019-08-08,bern,2020-02-26,1960,,,,,,,,, +22984740,Wohnung,2540.0,2290.0,250.0,68.0,2.5,1.0,sofort,1.0,,,,,"Weststrasse 26, 3005 Bern",,bern,2020-02-26,1995,,,,,,,,, +21480256,Wohnung,1804.0,1524.0,280.0,90.0,3.0,3.0,nachVereinbarung,,,,,,"Bolligenstrasse 46 A, 3006 Bern",2019-06-20,bern,2020-02-26,,,,,,,,,, +22716595,Wohnung,1420.0,1250.0,170.0,53.0,2.5,2.0,sofort,1.0,,150.0,140.0,3.0,"Wylerfeldstrasse 38, 3014 Bern",,bern,2020-02-26,1946,,,,,130.0,240.0,,, +21288148,Wohnung,2750.0,2500.0,250.0,85.0,2.5,4.0,sofort,,,,,,"Rathausgasse 68, 3011 Bern",2019-07-02,bern,2020-02-26,,,,,,,,,, +21805866,Wohnung,1810.0,1640.0,170.0,64.0,2.5,,sofort,1.0,1.0,300.0,300.0,4.0,"Weltpoststrasse 3A, 3015 Bern",2019-08-12,bern,2020-02-26,2019,,1.0,,,600.0,700.0,700.0,1000.0,1.0 +21717612,Wohnung,1310.0,1130.0,180.0,41.0,2.0,,sofort,1.0,,,,,"Bethlehemstrasse 128, 3018 Bern",,bern,2020-02-26,,,,,,,,,, +21373623,Loft,2190.0,1950.0,240.0,98.0,2.0,-1.0,nachVereinbarung,,,,,,"Mühlemattstrasse 55, 3007 Bern",,bern,2020-02-26,,,,,,,,,, +21867110,Wohnung,1925.0,1600.0,325.0,87.0,3.5,1.0,sofort,1.0,1.0,,,4.0,3027 Bern BE,2019-03-13,bern,2020-02-26,2008,1.0,1.0,1.0,,,,,, +22174563,Wohnung,1450.0,1290.0,160.0,,2.5,2.0,sofort,1.0,,100.0,100.0,,"Zelgstrasse 29, 3027 Bern",2019-03-14,bern,2020-02-26,,,,,,,,,500.0, +22919634,Wohnung,2750.0,2450.0,300.0,144.0,1.0,0.0,nachVereinbarung,1.0,1.0,,,,"Winterholzstrasse 57, 3018 Bern",2019-05-03,bern,2020-02-26,,1.0,,1.0,,,,,, +22749461,Wohnung,2490.0,2190.0,300.0,,4.0,3.0,sofort,,1.0,50.0,50.0,,"Aegertenstrasse 53, 3005 Bern",,bern,2020-02-26,,,,,,,,,2000.0, +21480203,Wohnung,1804.0,1524.0,280.0,90.0,3.0,3.0,,,,,,,3006 Bern,2019-06-20,bern,2020-02-26,,,,,,,,,, +21056128,Wohnung,1150.0,,,,1.0,2.0,nachVereinbarung,1.0,,,,,3013 Bern BE,2019-04-26,bern,2020-02-26,,1.0,,1.0,,,,,, +21202121,Wohnung,1790.0,1510.0,280.0,89.0,3.0,3.0,sofort,,,,,4.0,"Bolligenstr. 30b, 3006 Bern",2020-01-16,bern,2020-02-26,1981,,1.0,,1.0,,,,, +21161839,Loft,2800.0,2500.0,300.0,144.0,1.0,0.0,sofort,1.0,1.0,1940.0,6740.0,,"Winterholzstrasse 57, 3018 Bern",,bern,2020-02-26,,,1.0,1.0,,490.0,620.0,,1800.0,1.0 +20842281,Wohnung,1800.0,,,,2.5,,nachVereinbarung,,,,,,3011 Bern BE,2019-03-16,bern,2020-02-26,,,,,,,,,, +23026064,Wohnung,3530.0,,,,4.5,,nachVereinbarung,,,,,,8047 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025958,Wohnung,1125.0,,,,1.0,,nachVereinbarung,,,,,,8052 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025554,Wohnung,1200.0,,,25.0,1.0,0.0,01.05.2020,,,,,,"Limmattalstrasse 71, 8049 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23025557,Wohnung,3000.0,,,,3.5,,nachVereinbarung,,,,,,8057 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025556,Wohnung,1650.0,,,,2.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025959,Wohnung,950.0,,,30.0,1.0,1.0,sofort,1.0,,,,6.0,8050 Zürich ZH,2020-02-26,zuerich,2020-02-26,2005,1.0,,,,,,,,1.0 +23026014,Wohnung,3360.0,,,,3.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025969,Wohnung,1950.0,,,,3.5,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025678,Wohnung,3360.0,,,76.0,3.0,4.0,01.04.2020,1.0,,,,,"Zentralstrasse 125, 8003 Zürich",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025970,Wohnung,2580.0,,,,3.5,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025154,Wohnung,1690.0,1490.0,200.0,41.0,1.5,1.0,,,,,,,8038 Zürich,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024860,Dachwohnung,3480.0,3200.0,280.0,80.0,2.5,3.0,01.06.2020,1.0,1.0,200.0,150.0,4.0,"Konkordiastrasse 13, 8032 Zürich",2020-02-26,zuerich,2020-02-26,2017,,,1.0,,,,,, +23025749,Wohnung,2038.0,1768.0,270.0,94.0,4.5,2.0,16.03.2020,1.0,,,,5.0,"Letzigraben 224, 8047 Zürich",2020-02-26,zuerich,2020-02-26,1969,,,,,,,,, +23024828,Wohnung,1950.0,,,,1.0,6.0,sofort,,1.0,,,,"Brandschenkestrasse, 8001 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,,,,,,,1.0 +23024830,Wohnung,1490.0,,,24.0,1.5,1.0,01.05.2020,1.0,,,,,8038 Zürich ZH,2020-02-26,zuerich,2020-02-26,,1.0,,,,,,,, +23025383,Wohnung,2150.0,1800.0,350.0,86.0,4.5,1.0,01.05.2020,,1.0,,50.0,4.0,"Badenerstrasse 813, 8048 Zürich",2020-02-26,zuerich,2020-02-26,1984,,1.0,,,,,,, +23025401,Wohnung,950.0,,,,2.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23025400,Wohnung,1797.0,,,60.0,2.5,4.0,01.04.2020,1.0,1.0,,,,"Klosbachstrasse 66, 8032 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23025382,Wohnung,1800.0,1610.0,190.0,50.0,2.0,1.0,01.05.2020,,,,200.0,3.0,"Im Struppen 3, 8048 Zürich",2020-02-26,zuerich,2020-02-26,1973,,,,,100.0,50.0,,1000.0, +23025409,Wohnung,1950.0,,,,3.0,1.0,01.06.2020,1.0,,,,,"Altstetterstrasse 174, 8048 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024134,Wohnung,2190.0,1900.0,290.0,60.0,3.0,1.0,01.04.2020,1.0,,20.0,200.0,,"Regensdorferstr. 61, 8049 Zürich",2020-02-26,zuerich,2020-02-26,,,1.0,,,,,,, +23024113,Wohnung,1780.0,1480.0,300.0,63.0,3.0,2.0,01.04.2020,,,80.0,90.0,4.0,"Blauäcker 6/8/10, 8051 Zürich",2020-02-26,zuerich,2020-02-26,1958,,,,,500.0,600.0,600.0,, +23024827,Wohnung,650.0,,,11.0,1.0,1.0,15.04.2020,,,,,,8003 Zürich ZH,2020-02-26,zuerich,2020-02-26,1970,,,,,,,,, +23024757,Wohnung,2100.0,,,34.0,1.0,5.0,sofort,1.0,1.0,,,,"Asylstrasse 77, 8032 Zürich ZH",2020-02-26,zuerich,2020-02-26,1920,1.0,1.0,1.0,,,,,, +23024966,Wohnung,1700.0,1440.0,260.0,63.0,3.0,3.0,16.03.2020,,,140.0,200.0,5.0,"Gutstrasse 158 160 162, 8055 Zürich",2020-02-26,zuerich,2020-02-26,1953,,,,,300.0,500.0,900.0,, +23025410,Wohnung,1560.0,,,,2.0,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024101,Wohnung,1490.0,1330.0,160.0,,3.0,2.0,16.05.2020,1.0,,,,,"Schwellistrasse 61, 8052 Zürich",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024760,Wohnung,1300.0,,,30.0,1.5,3.0,01.04.2020,,,,,,"Feldstrasse 98, 8004 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23024647,Wohnung,1250.0,,,40.0,1.0,,nachVereinbarung,,,,,,"Kreuzstrasse 17, 8008 Zürich",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024646,Studio,500.0,,,,,,nachVereinbarung,,,,,,8004 Zürich,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23023573,Wohnung,2105.0,1850.0,255.0,81.0,3.5,2.0,nachVereinbarung,,,,,5.0,"Albisstr. 81, 8038 Zürich",2020-02-26,zuerich,2020-02-26,1968,,,,,,,,, +23023289,Wohnung,2190.0,1900.0,290.0,60.0,3.0,1.0,,,,,,,8049 Zürich,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23023271,Wohnung,3700.0,3350.0,350.0,105.0,2.5,20.0,sofort,,1.0,,,4.0,"Pfingstweidstrasse 98 (RESERVIERT), 8005 Zürich",2020-02-26,zuerich,2020-02-26,2015,,1.0,1.0,,,,,, +23023261,Loft,3730.0,3380.0,350.0,109.0,2.5,4.0,,,,,,,"Hardturmstrasse 90 (RESERVIERT), 8005 Zürich",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23024135,Wohnung,2500.0,2300.0,200.0,74.0,2.5,7.0,01.03.2020,1.0,1.0,80.0,200.0,4.0,"Tuchmacherstrasse 76, 8041 Zürich",2020-02-26,zuerich,2020-02-26,2019,,,,,800.0,650.0,1500.0,2200.0, +23022951,Wohnung,1565.0,1495.0,70.0,58.0,2.0,2.0,01.05.2020,1.0,,50.0,50.0,5.0,"Bristenstrasse 7, 8048 Zürich",2020-02-26,zuerich,2020-02-26,1964,,1.0,1.0,,300.0,300.0,,2000.0,1.0 +23021886,Wohnung,1350.0,1260.0,90.0,30.0,1.5,2.0,01.04.2020,,1.0,100.0,,,"Birmensdorferstr. 256, 8055 Zürich",2020-02-26,zuerich,2020-02-26,,1.0,,1.0,,,,,, +23023043,Wohnung,2750.0,2600.0,150.0,79.0,3.5,4.0,01.04.2020,,1.0,,,,"Paulstrasse 6, 8008 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23023270,Attika,3380.0,3100.0,280.0,83.0,2.5,4.0,01.04.2020,1.0,1.0,,,4.0,"Karl-Stauffer-Strasse 8 (RESERVIERT), 8008 Zürich",2020-02-26,zuerich,2020-02-26,2020,,,1.0,1.0,,,,, +23021964,Wohnung,1565.0,1495.0,70.0,58.0,2.0,2.0,,,,,,,8048 Zürich,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021871,Wohnung,2599.0,2475.0,124.0,,3.5,4.0,01.04.2020,1.0,1.0,,,,"Diggelmannstrasse 29, 8047 Zürich",2020-02-26,zuerich,2020-02-26,,,,,,,,,,1.0 +23021879,Wohnung,3650.0,3350.0,300.0,123.0,4.5,4.0,01.07.2020,1.0,1.0,50.0,500.0,3.0,"Neunbrunnenstrasse 53, 8050 Zürich",2020-02-26,zuerich,2020-02-26,2013,,1.0,1.0,1.0,200.0,500.0,,2500.0,1.0 +23023824,Maisonette,2250.0,1900.0,350.0,110.0,3.5,0.0,01.03.2020,,1.0,,,5.0,"Neudorfstrasse 17, 8050 Zürich",2020-02-26,zuerich,2020-02-26,1987,,,,,,,,, +23021876,Wohnung,1800.0,1630.0,170.0,65.0,2.5,4.0,16.04.2020,1.0,1.0,450.0,50.0,5.0,"Binzmühlestrasse 97, 8050 Zürich",2020-02-26,zuerich,2020-02-26,2001,,,,1.0,,,,,1.0 +23021875,Wohnung,1371.0,1255.0,116.0,88.0,3.5,0.0,01.05.2020,1.0,1.0,,,,"Rütihofstrasse 45, 8049 Zürich",2020-02-26,zuerich,2020-02-26,1996,,,1.0,1.0,,,,, +23021885,Wohnung,1374.0,1270.0,104.0,,1.0,2.0,01.04.2020,,,,,,"Friesenbergstrasse 76, 8055 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23021866,Wohnung,4700.0,4300.0,400.0,143.0,5.0,1.0,01.05.2020,1.0,1.0,200.0,200.0,3.0,"Neuhausstrasse7, 8044 Zürich",2020-02-26,zuerich,2020-02-26,2003,,1.0,1.0,,,400.0,,,1.0 +23021867,Wohnung,1680.0,,,65.0,3.0,1.0,01.04.2020,1.0,,150.0,300.0,5.0,"Wehntalerstrasse 521, 8046 Zürich",2020-02-26,zuerich,2020-02-26,1970,,,1.0,1.0,500.0,500.0,1500.0,2000.0, +23021868,Wohnung,1820.0,1682.0,138.0,57.0,3.0,2.0,01.05.2020,1.0,,50.0,200.0,3.0,"Wehntalerstrasse 609, 8046 Zürich",2020-02-26,zuerich,2020-02-26,1957,,,,,,,,400.0, +23021873,Wohnung,2200.0,2030.0,170.0,60.0,3.0,1.0,,1.0,,100.0,100.0,,"Sustenstrasse 20, 8048 Zürich",2020-02-26,zuerich,2020-02-26,,,1.0,,1.0,50.0,50.0,,, +23021856,Wohnung,1595.0,1485.0,110.0,48.0,2.0,1.0,01.04.2020,1.0,,100.0,500.0,,"Widmerstrasse 73, 8038 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,500.0, +23021854,Wohnung,2310.0,2100.0,210.0,70.0,3.0,1.0,01.04.2020,,,50.0,1000.0,4.0,"Nordstrasse 318, 8037 Zürich",2020-02-26,zuerich,2020-02-26,1929,,,1.0,,,,,1000.0, +23021858,Wohnung,1490.0,1390.0,100.0,44.0,2.5,0.0,01.03.2020,,,150.0,500.0,4.0,"Leimbachstrasse 135, 8041 Zürich",2020-02-26,zuerich,2020-02-26,1962,,,,,,,,3700.0, +23021851,Attika,4250.0,3750.0,500.0,115.0,3.5,2.0,01.05.2020,1.0,1.0,10.0,500.0,3.0,"Witikonerstrasse 80, 8032 Zürich",2020-02-26,zuerich,2020-02-26,2001,1.0,1.0,1.0,,,,,,1.0 +23021850,Wohnung,3700.0,3400.0,300.0,121.0,4.5,1.0,01.04.2020,1.0,,,,5.0,"Reinacherstrasse 12, 8032 Zürich",2020-02-26,zuerich,2020-02-26,1903,,,,,,,,, +23021853,Wohnung,1537.0,1463.0,74.0,,2.5,2.0,01.06.2020,,,,,,"Griesernweg 19, 8037 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,50.0,50.0,,, +23021852,Studio,890.0,,,18.0,1.0,0.0,,,,100.0,200.0,,"Rotbuchstrasse, 8037 Zürich",2020-02-26,zuerich,2020-02-26,,1.0,,1.0,,,,,, +23021855,Wohnung,1210.0,1120.0,90.0,30.0,1.0,1.0,01.04.2020,1.0,,100.0,500.0,,"Widmerstrasse 73, 8038 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,500.0, +23021847,Wohnung,3400.0,3200.0,200.0,,5.5,1.0,,,,175.0,575.0,,"Haldeneggsteig 7, 8006 Zürich",2020-02-26,zuerich,2020-02-26,1886,,,,,,,,5600.0, +23021848,Wohnung,1800.0,1650.0,150.0,36.0,1.5,2.0,16.03.2020,,,10.0,10.0,,"Feldeggstrasse 46, 8008 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23021223,Wohnung,1467.0,,,,2.5,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021225,Wohnung,1690.0,,,,2.5,,nachVereinbarung,,,,,,8046 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021842,Wohnung,1500.0,1360.0,140.0,35.0,1.5,1.0,01.06.2020,,1.0,50.0,50.0,3.0,"Hardstrasse 9, 8004 Zürich",2020-02-26,zuerich,2020-02-26,1959,,1.0,1.0,1.0,,,,, +23021224,Wohnung,1500.0,,,,2.5,,nachVereinbarung,,,,,,8047 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021843,Wohnung,1600.0,,,,1.5,1.0,,1.0,,100.0,100.0,,"Bienenstrasse 1, 8004 Zürich",2020-02-26,zuerich,2020-02-26,,,,1.0,,,,,, +23021021,Wohnung,80.0,,,,1.0,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021708,Wohnung,1000.0,,,,3.5,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23021483,Wohnung,1607.0,1447.0,160.0,50.0,1.5,4.0,01.04.2020,1.0,1.0,,,,"Rautistrasse 10A, 8047 Zürich ZH",2020-02-26,zuerich,2020-02-26,,1.0,,1.0,,,,,, +23021834,Wohnung,3800.0,3300.0,500.0,86.0,4.5,2.0,01.04.2020,1.0,,200.0,500.0,,"Nägelihof 3, 8001 Zürich",2020-02-26,zuerich,2020-02-26,,,1.0,1.0,,,,,, +23020752,Wohnung,2185.0,,,,4.0,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23019694,Wohnung,1000.0,900.0,100.0,17.0,1.0,2.0,sofort,1.0,,,,,8006 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23020743,Wohnung,1250.0,,,,1.5,,nachVereinbarung,,,,,,8057 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23020744,Wohnung,1750.0,,,50.0,2.0,2.0,sofort,1.0,,,,4.0,"Im Wingert 15, 8049 Zürich ZH",2020-02-26,zuerich,2020-02-26,1974,1.0,,,,,,,,1.0 +23019817,Wohnung,1000.0,,,,1.0,0.0,01.06.2020,1.0,,,,,"Greifenseestrasse 49, 8050 Zürich ZH",2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23019820,Wohnung,900.0,,,12.0,1.0,,01.04.2020,1.0,,,,,8004 Zürich ZH,2020-02-26,zuerich,2020-02-26,,,,,,,,,, +23019405,Wohnung,1990.0,1765.0,225.0,70.0,3.5,2.0,01.04.2020,1.0,,,,,"Bändlistrasse 17, 8064 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,, +23019270,Wohnung,2900.0,,,,4.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23019468,Wohnung,1150.0,,,,3.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23019401,Wohnung,1290.0,1100.0,190.0,100.0,1.0,1.0,nachVereinbarung,1.0,1.0,,,,8050 Zürich ZH,2020-02-25,zuerich,2020-02-26,2009,1.0,,1.0,,,,,,1.0 +23019818,Wohnung,1050.0,,,87.0,1.0,4.0,01.04.2020,,1.0,,,,8048 Zürich ZH,2020-02-26,zuerich,2020-02-26,2018,,,1.0,,,,,, +23018911,Wohnung,1640.0,,,60.0,2.5,0.0,01.04.2020,1.0,1.0,,,5.0,"Neunbrunnenstrasse 138, 8050 Zürich ZH",2020-02-25,zuerich,2020-02-26,2005,1.0,,1.0,,,,,, +23018909,Wohnung,1800.0,,,121.0,1.0,1.0,01.05.2020,1.0,,,,,"Käferholzstrasse, 8057 Zürich ZH",2020-02-25,zuerich,2020-02-26,2020,,,1.0,,,,,, +23018906,Wohnung,1030.0,915.0,115.0,106.0,1.0,7.0,01.06.2020,1.0,1.0,,,,"Tuchmacherstrasse 36, 8041 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018907,Wohnung,1120.0,1000.0,120.0,,1.0,2.0,15.03.2020,1.0,,,,,"Mutschellenstrasse, 20, 8002 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23019269,Wohnung,2680.0,2480.0,200.0,,3.0,0.0,01.04.2020,1.0,,,,,8005 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018910,Wohnung,1780.0,,,70.0,2.5,1.0,16.03.2020,1.0,,,,,"Vorhaldenstrasse 31, 8049 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018908,Wohnung,1100.0,,,11.0,1.0,1.0,01.04.2020,1.0,,,,,"Englischviertelstrasse 56, 8032 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018800,Wohnung,1100.0,,,,4.5,,nachVereinbarung,,,,,,8057 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018859,Wohnung,2132.0,1847.0,285.0,62.0,3.0,1.0,01.05.2020,,,,,,"Gasometerstrasse 3, 8005 Zürich",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23019182,Wohnung,2358.0,2188.0,170.0,85.0,4.5,2.0,01.04.2020,,,300.0,300.0,3.0,"Georg Kempf-Strasse 20, 8046 Zürich",2020-02-25,zuerich,2020-02-26,1969,,,,,200.0,600.0,600.0,2000.0, +23018616,Wohnung,3200.0,,,105.0,4.5,2.0,01.04.2020,1.0,,,,,"Asylstrasse 133, 8032 Zürich",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23016533,Wohnung,2306.0,2056.0,250.0,,3.5,2.0,01.05.2020,,,,,,"Michael-Maggi-Strasse 20, 8046 Zürich",2020-02-25,zuerich,2020-02-26,,1.0,,1.0,,,,,, +23019079,Wohnung,3145.0,2950.0,195.0,66.0,2.5,4.0,01.05.2020,1.0,1.0,100.0,100.0,3.0,"Seestrasse 27, 8002 Zürich",2020-02-25,zuerich,2020-02-26,2015,,,1.0,,,,,500.0,1.0 +23023808,Wohnung,1550.0,1350.0,200.0,54.0,2.0,1.0,01.03.2020,1.0,,50.0,300.0,4.0,"Altwiesenstr. 83, 8051 Zürich",2020-02-25,zuerich,2020-02-26,1954,1.0,1.0,1.0,,50.0,50.0,100.0,,1.0 +23023786,Dachwohnung,3500.0,3000.0,500.0,,4.5,2.0,,,1.0,100.0,1000.0,,"Brunaustr. 17, 8002 Zürich",2020-02-25,zuerich,2020-02-26,1996,,,1.0,,1000.0,700.0,1200.0,1000.0,1.0 +23023826,Wohnung,1990.0,1815.0,175.0,66.0,2.5,2.0,,,1.0,10.0,150.0,4.0,"Tramstr. 1, 8050 Zürich",2020-02-25,zuerich,2020-02-26,1943,1.0,1.0,1.0,,1200.0,550.0,550.0,, +23019166,Maisonette,1875.0,1650.0,225.0,64.0,2.5,2.0,16.04.2020,,,200.0,700.0,5.0,"Schaffhauserstrasse 230 A, 8057 Zürich",2020-02-25,zuerich,2020-02-26,1990,,,,,200.0,300.0,300.0,, +23018473,Wohnung,900.0,,,,4.0,,nachVereinbarung,,,,,,8002 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23023784,Wohnung,3825.0,3525.0,300.0,125.0,4.5,7.0,01.06.2020,,1.0,300.0,300.0,5.0,"Turbinenstrasse 33, 8005 Zürich",2020-02-25,zuerich,2020-02-26,2012,,,1.0,,,,,,1.0 +23019080,Wohnung,5240.0,5000.0,240.0,82.0,2.5,8.0,nachVereinbarung,1.0,1.0,100.0,100.0,,"Seestrasse 27, 8002 Zürich",2020-02-25,zuerich,2020-02-26,2015,,,1.0,,,,,500.0,1.0 +23015782,Wohnung,1654.0,,,59.0,1.5,0.0,01.05.2020,1.0,1.0,,,,"Biberlinstrasse, 48, 8032 Zürich ZH",2020-02-25,zuerich,2020-02-26,,1.0,,,,,,,, +23016250,Wohnung,1980.0,1800.0,180.0,52.0,3.0,1.0,,,,,,,"Meientalstrasse 77, 8048 Zürich",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23015817,Wohnung,1650.0,,,75.0,3.0,2.0,sofort,1.0,,,,5.0,"Limmattalstrasse 332, 8049 Zürich ZH",2020-02-25,zuerich,2020-02-26,1955,,,1.0,,,,,, +23016473,Wohnung,900.0,,,32.0,1.5,1.0,,,,,,,8008 Zürich,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23015814,Wohnung,780.0,,,,1.0,3.0,sofort,,,,,,"Bristenstr, 8048 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23015786,Wohnung,1250.0,,,,2.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23015815,Wohnung,190.0,,,,,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23015874,Wohnung,1250.0,,,13.0,1.0,4.0,sofort,1.0,,,,,"Paulstrasse 4, 8008 Zürich ZH",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,, +23015785,Wohnung,1200.0,,,,2.0,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23014731,Wohnung,1625.0,1480.0,145.0,,3.0,1.0,01.04.2020,1.0,,,,,"Grosswiesenstrasse 75, 8051 Zürich",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,, +23015876,Wohnung,1900.0,,,,3.5,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23018926,Wohnung,2180.0,1990.0,190.0,,2.5,3.0,01.04.2020,1.0,,100.0,200.0,,"Winterthurerstrasse 580, 8051 Zürich",2020-02-25,zuerich,2020-02-26,2015,,,,,200.0,400.0,400.0,2000.0, +23014743,Wohnung,990.0,,,52.0,2.0,2.0,13.05.2020,,,,,,"Grebelackerstrasse 14, 8057 Zürich",2020-02-25,zuerich,2020-02-26,,,1.0,,,,,,, +23014724,Wohnung,1350.0,1280.0,70.0,33.0,1.0,0.0,16.03.2020,1.0,,,,4.0,"Hardeggstrasse 27, 8049 Zürich",2020-02-25,zuerich,2020-02-26,1968,,,1.0,,,,,, +23014739,Wohnung,1958.0,1775.0,183.0,60.0,3.0,2.0,sofort,1.0,,100.0,300.0,4.0,"Trichtenhausenstrasse 17, 8053 Zürich",2020-02-25,zuerich,2020-02-26,1959,,,1.0,,,,,,1.0 +23014723,Wohnung,1935.0,1795.0,140.0,,2.5,4.0,sofort,1.0,1.0,250.0,120.0,,"Saumackerstrasse 62, 8048 Zürich",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +23014738,Wohnung,1430.0,,,50.0,2.0,2.0,01.04.2020,1.0,,100.0,100.0,,"nahe Haltestelle Seebach, 8052 Zürich",2020-02-25,zuerich,2020-02-26,,1.0,,1.0,,,,,, +23018927,Wohnung,1690.0,1590.0,100.0,,2.0,,,1.0,,20.0,100.0,,"Winterthurerstrasse 580, 8051 Zürich",2020-02-25,zuerich,2020-02-26,2015,,,,,100.0,300.0,300.0,2000.0, +23014719,Wohnung,1897.0,1754.0,143.0,81.0,3.5,2.0,01.04.2020,1.0,1.0,100.0,250.0,6.0,"Fellenbergstrasse 278, 8047 Zürich",2020-02-25,zuerich,2020-02-26,2014,,,1.0,1.0,250.0,250.0,,,1.0 +23014717,Wohnung,1220.0,1100.0,120.0,31.0,1.0,1.0,01.04.2020,1.0,,100.0,100.0,,"Bächlerstrasse 11, 8046 Zürich",2020-02-25,zuerich,2020-02-26,,,,,1.0,,,,500.0, +23014705,Wohnung,890.0,815.0,75.0,18.0,1.0,1.0,sofort,,,,,,"Weinbergstrasse 91, 8006 Zürich",2020-02-25,zuerich,2020-02-26,1894,,,,,,,,, +23018943,Wohnung,1760.0,1560.0,200.0,60.0,2.5,,,1.0,,20.0,500.0,,"Zwyssigstrasse 12, 8048 Zürich",2020-02-25,zuerich,2020-02-26,,,,,,,,,,1.0 +23014709,Wohnung,994.0,880.0,114.0,21.0,1.0,1.0,01.04.2020,1.0,,,,,"Englischviertelstrasse 52, 8032 Zürich",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,, +23014707,Wohnung,3800.0,3550.0,250.0,104.0,4.5,2.0,,1.0,1.0,,,3.0,"Lindenbachstrasse 47, 8006 Zürich",2020-02-25,zuerich,2020-02-26,1911,1.0,,1.0,,,,,, +23014708,Wohnung,6500.0,,,110.0,4.0,2.0,,1.0,1.0,,,,8008 Zürich,2020-02-25,zuerich,2020-02-26,2000,,,1.0,1.0,,,,, +23014706,Wohnung,2580.0,2400.0,180.0,73.0,2.5,1.0,15.03.2020,,1.0,100.0,100.0,,"Ottikerstrasse 38, 8006 Zürich",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,2000.0,1.0 +23014720,Wohnung,1455.0,1230.0,225.0,55.0,2.0,0.0,,1.0,,,,,"Langgrütweg 95, 8047 Zürich",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,, +23017410,Wohnung,2080.0,,,56.0,2.5,0.0,01.05.2020,,,,,,"Albisriederstrasse 351, 8047 Zürich",2020-02-25,zuerich,2020-02-26,,1.0,,,,,,,, +23013598,Wohnung,2735.0,,,,2.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23012855,Maisonette,2450.0,,,,3.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23012822,Wohnung,1994.0,1790.0,204.0,103.0,3.5,2.0,01.04.2020,1.0,,500.0,500.0,,"Carl-Spitteler-Strasse 50, 8053 Zürich",2020-02-24,zuerich,2020-02-26,,,,1.0,,,,,, +23014700,Wohnung,1555.0,1415.0,140.0,52.0,2.0,0.0,01.03.2020,,,,,,"Steinstrasse 56, 8003 Zürich",2020-02-25,zuerich,2020-02-26,,,,,,,,,, +23013718,Wohnung,1085.0,,,14.0,1.0,2.0,01.05.2020,1.0,,,,,8004 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23014699,Maisonette,1980.0,1800.0,180.0,90.0,3.0,,01.04.2020,1.0,,,,,"Rütistrasse 66, 8044 Gockhausen",2020-02-25,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +23022505,Wohnung,2035.0,,,,3.5,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23013058,Wohnung,2370.0,,,,2.5,,nachVereinbarung,,,,,,8046 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23012814,Wohnung,2500.0,2360.0,140.0,90.0,3.5,2.0,,1.0,1.0,,,4.0,"Limmattalstrasse 177, 8049 Zürich",2020-02-24,zuerich,2020-02-26,1960,,,,,100.0,100.0,1000.0,, +23012820,Wohnung,1900.0,1700.0,200.0,62.0,2.5,0.0,,1.0,,,,4.0,"Seebacherstrasse 44, 8052 Zürich",2020-02-24,zuerich,2020-02-26,2010,,,1.0,,,,,, +23012821,Wohnung,2600.0,2300.0,300.0,90.0,4.5,1.0,sofort,1.0,1.0,100.0,1000.0,2.0,"Käshaldenstrasse 3, 8052 Zürich",2020-02-24,zuerich,2020-02-26,1974,,,1.0,1.0,500.0,500.0,,1000.0,1.0 +23012815,Wohnung,2560.0,2380.0,180.0,86.0,3.5,,01.05.2020,1.0,,350.0,400.0,2.0,"Im oberen Boden 142, 8049 Zürich",2020-02-24,zuerich,2020-02-26,1979,,,1.0,,,,,6.0,1.0 +23012811,Studio,1250.0,,,42.0,1.5,7.0,,,1.0,,,,"Albulastrasse 56, 8048 Zürich",2020-02-24,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +23012818,Wohnung,2170.0,1900.0,270.0,95.0,3.5,3.0,,1.0,,250.0,250.0,,"Luegislandstrasse 84, 8051 Zürich",2020-02-24,zuerich,2020-02-26,,,,1.0,,,,,500.0, +23012816,Wohnung,2700.0,2520.0,180.0,115.0,4.5,3.0,,1.0,1.0,,,4.0,"Limmattalstrasse 177, 8049 Zürich",2020-02-24,zuerich,2020-02-26,1960,,,,,100.0,100.0,1000.0,, +23012813,Wohnung,1200.0,,,50.0,1.5,0.0,01.04.2020,1.0,,,,,"Imbisbühlstrasse 149, 8049 Zürich",2020-02-24,zuerich,2020-02-26,,,,1.0,,,,,, +23012817,Wohnung,1507.0,1447.0,60.0,,2.5,2.0,01.04.2020,1.0,1.0,20.0,30.0,,"Schaffhauserstrasse 405, 8050 Zürich",2020-02-24,zuerich,2020-02-26,,,,1.0,,,,,, +23012806,Wohnung,4190.0,3800.0,390.0,129.0,5.5,0.0,01.08.2020,1.0,1.0,50.0,300.0,5.0,"Rötelstrasse 109, 8037 Zürich",2020-02-24,zuerich,2020-02-26,2016,1.0,,1.0,1.0,300.0,,,,1.0 +23012809,Wohnung,2600.0,2400.0,200.0,80.0,3.5,0.0,,,,,,,"Bergstr. 36, 8044 Zürich",2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23025398,Wohnung,1200.0,,,25.0,1.0,3.0,01.05.2020,1.0,,,,4.0,"Germaniastrasse, 8006 Zürich ZH",2020-02-24,zuerich,2020-02-26,1906,,,1.0,,,,,, +23012803,Wohnung,3900.0,3680.0,220.0,88.0,3.0,5.0,,1.0,1.0,50.0,50.0,,"Höschgasse 38, 8008 Zürich",2020-02-24,zuerich,2020-02-26,,,1.0,1.0,,,,,, +23012801,Dachwohnung,3100.0,2800.0,300.0,75.0,2.5,5.0,sofort,1.0,1.0,100.0,200.0,3.0,"Bolleystrasse 38, 8006 Zürich",2020-02-24,zuerich,2020-02-26,1907,,,1.0,,200.0,200.0,500.0,2000.0, +23012804,Wohnung,4200.0,3900.0,300.0,101.0,3.5,2.0,sofort,1.0,1.0,100.0,200.0,5.0,"Dufourstrasse 59, 8008 Zürich",2020-02-24,zuerich,2020-02-26,2017,1.0,,,1.0,,,,,1.0 +23012800,Dachwohnung,2850.0,2650.0,200.0,70.0,2.5,3.0,01.03.2020,,,,,3.0,"Culmannstrasse 63, 8006 Zürich",2020-02-24,zuerich,2020-02-26,1930,,,1.0,,,,,, +23012802,Wohnung,2200.0,2000.0,200.0,57.0,2.5,2.0,01.04.2020,1.0,1.0,,,6.0,"August-Forel-Strasse 21, 8008 Zürich",2020-02-24,zuerich,2020-02-26,2020,1.0,,,,,,,,1.0 +23012805,Wohnung,3000.0,2750.0,250.0,88.0,3.5,0.0,01.05.2020,1.0,,150.0,150.0,4.0,"Streulistrasse 77, 8032 Zürich",2020-02-24,zuerich,2020-02-26,1920,,,,1.0,50.0,50.0,50.0,1000.0, +23012795,Wohnung,920.0,880.0,40.0,,1.0,0.0,01.04.2020,,,200.0,200.0,,"Erlachstrasse 35, 8003 Zürich",2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23018924,Wohnung,1130.0,950.0,180.0,37.0,1.0,4.0,16.04.2020,,,200.0,250.0,6.0,"Verena Conzett-Strasse 33, 8004 Zürich",2020-02-24,zuerich,2020-02-26,1938,,,,,400.0,350.0,500.0,, +23012797,Maisonette,3496.0,3276.0,220.0,93.0,3.5,5.0,15.04.2020,1.0,,100.0,100.0,,"Zentralstrasse 133, 8003 Zürich",2020-02-24,zuerich,2020-02-26,,1.0,,1.0,,200.0,300.0,,, +23012796,Wohnung,2580.0,2200.0,380.0,78.0,3.0,1.0,,1.0,1.0,,,,"Schimmelstr.16, 8003 Zürich",2020-02-24,zuerich,2020-02-26,,,,1.0,,,,,, +23012794,Attika,3920.0,3600.0,320.0,120.0,5.5,5.0,01.04.2020,1.0,,200.0,500.0,,8002 Zürich,2020-02-24,zuerich,2020-02-26,,1.0,,1.0,,400.0,400.0,200.0,1500.0, +23012684,Wohnung,1490.0,,,90.0,1.0,3.0,01.06.2020,1.0,1.0,,,,8050 Zürich ZH,2020-02-24,zuerich,2020-02-26,2017,1.0,,1.0,,,,,,1.0 +23012681,Wohnung,1650.0,,,20.0,1.0,,nachVereinbarung,1.0,1.0,,,,8057 Zürich ZH,2020-02-24,zuerich,2020-02-26,1982,,,1.0,,,,,, +23018863,Wohnung,4090.0,3750.0,340.0,112.0,4.5,1.0,01.04.2020,,,100.0,100.0,4.0,"Bellariastrasse 85, 8038 Zürich",2020-02-24,zuerich,2020-02-26,2014,,,,,,,,, +23012682,Wohnung,1400.0,,,23.0,1.0,0.0,nachVereinbarung,1.0,1.0,,,4.0,8041 Zürich ZH,2020-02-24,zuerich,2020-02-26,2019,,,,,,,,, +23012679,Wohnung,1500.0,,,20.0,1.0,1.0,nachVereinbarung,1.0,1.0,,,,8003 Zürich ZH,2020-02-24,zuerich,2020-02-26,1989,,,,,,,,, +23009786,Wohnung,1200.0,,,23.0,1.0,4.0,sofort,1.0,,,,,8053 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23010495,Terrassenwohnung,3630.0,3290.0,340.0,105.0,3.5,0.0,nachVereinbarung,1.0,,,,,"Friesenbergstrasse 82, 8055 Zürich",2020-02-24,zuerich,2020-02-26,,1.0,1.0,,,,,,, +23010080,Attika,3850.0,3500.0,350.0,120.0,3.5,5.0,01.04.2020,1.0,,30.0,100.0,4.0,8004 Zürich,2020-02-24,zuerich,2020-02-26,1890,1.0,,1.0,,100.0,100.0,100.0,, +23009758,Wohnung,1150.0,,,,1.0,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23018942,Wohnung,1990.0,1810.0,180.0,93.0,4.0,1.0,01.04.2020,1.0,,,,6.0,"Buchzelgstr. 41, 8053 Zürich",2020-02-24,zuerich,2020-02-26,1966,,,,,,,,, +23009760,Wohnung,956.0,,,,1.0,2.0,01.04.2020,1.0,,,,,8052 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23011658,Wohnung,2040.0,1800.0,240.0,78.0,3.0,0.0,10.04.2020,,,150.0,450.0,,"Forchstrasse 354, 8008 Zürich",2020-02-24,zuerich,2020-02-26,1541,1.0,,,,,,,, +23012142,Wohnung,1900.0,,,,1.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23009740,Wohnung,2165.0,1915.0,250.0,80.0,3.5,2.0,03.04.2020,1.0,,,,,8008 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23018862,Wohnung,4110.0,3800.0,310.0,100.0,4.5,1.0,01.04.2020,,,100.0,100.0,3.0,"Bellariastrasse 83, 8038 Zürich",2020-02-24,zuerich,2020-02-26,2014,,,,,,,,, +23009506,Wohnung,950.0,900.0,50.0,,1.0,2.0,nachVereinbarung,1.0,,,,,8050 Zürich ZH,2020-02-24,zuerich,2020-02-26,2010,,,1.0,,,,,, +23009388,Wohnung,1975.0,,,52.0,2.5,1.0,sofort,1.0,1.0,,,4.0,"Im Tobelacker 27, 8044 Gockhausen ZH",2020-02-24,zuerich,2020-02-26,2019,1.0,1.0,1.0,,,,,,1.0 +23009389,Wohnung,1950.0,,,,3.0,,nachVereinbarung,,,,,,8047 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23009342,Wohnung,960.0,,,18.0,1.0,2.0,01.03.2020,,,,,,"Hallwylstrasse, 8004 Zürich ZH",2020-02-24,zuerich,2020-02-26,1901,,,,,,,,, +23009493,Dachwohnung,2000.0,,,,3.5,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23009341,Wohnung,1175.0,1080.0,95.0,28.0,1.0,0.0,01.04.2020,,,300.0,300.0,,"Grünhaldenstrasse 31, 8052 Zürich ZH",2020-02-24,zuerich,2020-02-26,,,,,,,,,1000.0, +23009333,Wohnung,2660.0,,,69.0,2.5,1.0,sofort,1.0,1.0,,,5.0,"Limmatstrasse 73, 8005 Zürich ZH",2020-02-24,zuerich,2020-02-26,2019,,,,,,,,, +23009601,Wohnung,1549.0,,,,2.5,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23009504,Wohnung,1300.0,1200.0,100.0,,1.0,2.0,01.04.2020,1.0,1.0,,,,8004 Zürich ZH,2020-02-24,zuerich,2020-02-26,2017,,,,,,,,, +23009335,Wohnung,1900.0,,,,2.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23001502,Wohnung,2990.0,2800.0,190.0,,6.5,0.0,sofort,1.0,1.0,,,,"Furrtalstrasse 21, 8046 Zürich",2020-02-22,zuerich,2020-02-26,2014,,,1.0,1.0,,,,,1.0 +23009260,Wohnung,50.0,,,,1.0,,nachVereinbarung,,,,,,8057 Zürich ZH,2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23004871,Dachwohnung,2700.0,2500.0,200.0,60.0,2.5,5.0,01.05.2020,1.0,1.0,100.0,40.0,,"Scheuchzerstrasse 69, 8006 Zürich",,zuerich,2020-02-26,,,,1.0,,500.0,500.0,,, +23001504,Wohnung,1440.0,,,50.0,2.0,0.0,01.04.2020,1.0,,250.0,950.0,,"nahe Rautistrasse, 8048 Zürich",2020-02-22,zuerich,2020-02-26,,,,,,,,,, +23009105,Wohnung,2100.0,,,120.0,1.0,4.0,nachVereinbarung,1.0,,,,,"Sternenstrasse 19, 8002 Zürich ZH",2020-02-24,zuerich,2020-02-26,,1.0,,,,,,,, +23004650,Wohnung,2130.0,1910.0,220.0,85.0,3.5,5.0,01.04.2020,1.0,1.0,100.0,300.0,,"Binzmühlestrasse 99, 8050 Zürich",,zuerich,2020-02-26,,1.0,,1.0,1.0,550.0,840.0,10.0,1000.0, +23001508,Wohnung,1950.0,1660.0,290.0,76.0,4.0,0.0,16.04.2020,1.0,1.0,100.0,500.0,5.0,"Hofwiesenstrasse 264, 8050 Zürich",2020-02-22,zuerich,2020-02-26,1960,1.0,,1.0,,200.0,200.0,200.0,,1.0 +23003705,Wohnung,2400.0,2200.0,200.0,71.0,2.5,3.0,01.04.2020,,,,,,"Letzigraben 101, 8003 Zürich",,zuerich,2020-02-26,,,,,,,,,, +23009107,Wohnung,1425.0,1300.0,125.0,42.0,1.5,0.0,01.04.2020,1.0,,,,,"Sonneggsteig 3, 8006 Zürich ZH",2020-02-24,zuerich,2020-02-26,,,,,,,,,, +23012677,Wohnung,950.0,,,20.0,1.0,2.0,sofort,,,,,5.0,"Klingenstrasse 24, 8005 Zürich ZH",2020-02-21,zuerich,2020-02-26,1901,1.0,,,,,,,, +23000712,Wohnung,1740.0,,,,2.0,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23001408,Wohnung,2055.0,1800.0,255.0,75.0,3.0,2.0,nachVereinbarung,,,150.0,75.0,5.0,"Birmensdorferstrasse 208, 8003 Zürich",,zuerich,2020-02-26,1912,,,,,,,,1000.0, +23000977,Wohnung,1750.0,,,,3.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-22,zuerich,2020-02-26,,,,,,,,,, +23001497,Wohnung,5980.0,,,140.0,4.5,2.0,sofort,1.0,1.0,,,2.0,"Landoltstrasse 1, 8006 Zürich",2020-02-22,zuerich,2020-02-26,1906,,,1.0,,,,,, +23000709,Studio,1500.0,,,,1.0,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23000711,Dachwohnung,1590.0,,,,2.0,,nachVereinbarung,,,,,,8050 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23000257,Wohnung,1300.0,1100.0,200.0,,2.0,3.0,sofort,,,,,,"Heidwiesen 17, 8051 Zürich ZH",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23001494,Wohnung,3470.0,,,120.0,4.0,3.0,16.04.2020,1.0,,60.0,40.0,,"Hohlstrasse 43, 8004 Zürich",2020-02-22,zuerich,2020-02-26,,,,1.0,,60.0,100.0,,, +23000707,Wohnung,1290.0,,,13.0,1.0,2.0,nachVereinbarung,,,,,,"Ottenweg 8, 8008 Zürich ZH",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23003562,Wohnung,2740.0,2490.0,250.0,88.0,3.5,10.0,01.04.2020,1.0,1.0,,,3.0,"Grosswiesenstrasse 165, 8051 Zürich",2020-02-21,zuerich,2020-02-26,2014,,,,,,,,,1.0 +22997971,Wohnung,1154.0,945.0,209.0,76.0,3.0,3.0,01.04.2020,,,,,,"Winzerhalde 46, 8049 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23001434,Attika,2720.0,2550.0,170.0,67.0,2.5,,nachVereinbarung,,,,,,"Kochstrasse 19, 8004 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23001350,Wohnung,1677.0,1410.0,267.0,73.0,4.0,3.0,01.04.2020,,,,,5.0,"Bächlerstrasse 17, 8046 Zürich",2020-02-21,zuerich,2020-02-26,1957,,1.0,,,,,,, +23001510,Wohnung,2215.0,1974.0,241.0,83.0,3.5,2.0,01.05.2020,,,,,5.0,"Heerenschürlistrasse 4, 8051 Zürich",2020-02-21,zuerich,2020-02-26,2014,,,,,,,,, +23001441,Attika,3700.0,3450.0,250.0,96.0,3.5,,nachVereinbarung,,,,,,"Kochstrasse 19, 8004 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22999665,Wohnung,3550.0,3260.0,290.0,94.0,3.5,1.0,16.04.2020,,,100.0,100.0,4.0,"Bellariastrasse 81, 8038 Zürich",2020-02-21,zuerich,2020-02-26,2014,,,,,,,,, +22997965,Maisonette,2950.0,2750.0,200.0,78.0,3.0,,01.04.2020,1.0,,,,4.0,"Hadlaubstrasse 109, 8006 Zürich",2020-02-21,zuerich,2020-02-26,1916,,,,,,,,, +23000254,Wohnung,1184.0,,,,1.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22998106,Wohnung,1835.0,1572.0,263.0,87.0,3.5,1.0,01.05.2020,1.0,,500.0,300.0,5.0,"Geeringstrasse 60, 8049 Zürich",2020-02-21,zuerich,2020-02-26,1982,,,,,300.0,300.0,300.0,, +22999369,Wohnung,3160.0,2840.0,320.0,109.0,3.5,,nachVereinbarung,1.0,1.0,250.0,4000.0,5.0,8044 Gockhausen,2020-02-21,zuerich,2020-02-26,2020,,,,,350.0,350.0,4000.0,, +22999365,Wohnung,3360.0,3000.0,360.0,122.0,4.5,,nachVereinbarung,1.0,1.0,250.0,4000.0,5.0,8044 Gockhausen,2020-02-21,zuerich,2020-02-26,2020,,,,,350.0,350.0,4000.0,, +22999366,Wohnung,3430.0,3140.0,290.0,99.0,3.5,,nachVereinbarung,1.0,1.0,250.0,4000.0,4.0,8044 Gockhausen,2020-02-21,zuerich,2020-02-26,2020,,,,,350.0,350.0,4000.0,, +22999737,Wohnung,1670.0,1570.0,100.0,43.0,1.5,9.0,01.04.2020,,,,,,"Vulkanstrasse 110c, 8048 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23003418,Wohnung,2890.0,2610.0,280.0,90.0,4.0,4.0,01.04.2020,,,,,,"Albisriederstrasse 22, 8003 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22996399,Wohnung,2540.0,2330.0,210.0,96.0,3.5,3.0,01.06.2020,1.0,1.0,350.0,1100.0,4.0,"Eulenweg 27, 8048 Zürich",,zuerich,2020-02-26,1968,,,,,350.0,350.0,350.0,3800.0, +22997964,Loft,4688.0,4188.0,500.0,165.0,2.0,5.0,16.04.2020,1.0,1.0,20.0,100.0,4.0,"Erismannstrasse 2, 8004 Zürich",2020-02-21,zuerich,2020-02-26,2008,,,1.0,,200.0,400.0,400.0,2500.0, +22999367,Wohnung,3300.0,3010.0,290.0,99.0,3.5,,nachVereinbarung,1.0,1.0,250.0,4000.0,4.0,8044 Gockhausen,2020-02-21,zuerich,2020-02-26,2020,,,,,350.0,350.0,4000.0,, +22999364,Wohnung,3050.0,2740.0,310.0,106.0,3.5,,nachVereinbarung,1.0,1.0,250.0,4000.0,5.0,8044 Gockhausen,2020-02-21,zuerich,2020-02-26,2020,,,,,350.0,350.0,4000.0,, +22997962,Wohnung,2250.0,2080.0,170.0,,3.5,0.0,01.04.2020,1.0,,50.0,100.0,,"Waffenplatzstrasse 70, 8002 Zürich",2020-02-21,zuerich,2020-02-26,1898,,,1.0,,100.0,500.0,1000.0,1000.0, +22994879,Wohnung,2400.0,2150.0,250.0,67.0,2.0,1.0,01.04.2020,,,,,,"Dufourstrasse 110, 8008 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22995470,Wohnung,997.0,957.0,40.0,15.0,1.0,0.0,01.04.2020,1.0,1.0,,,,"Im Struppen 8, 8048 Zürich ZH",2020-02-21,zuerich,2020-02-26,,,,,,,,,,1.0 +22993538,Wohnung,1150.0,1050.0,100.0,,1.0,1.0,16.04.2020,,1.0,,,,"Neuhausstrasse 12, 8044 Zürich",2020-02-21,zuerich,2020-02-26,,,1.0,,,,,,,1.0 +22995469,Wohnung,2450.0,,,,2.5,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993547,Wohnung,2880.0,2700.0,180.0,120.0,5.5,1.0,,1.0,1.0,,,,"Wiesliacher 61, 8053 Zürich",2020-02-21,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +23007809,Wohnung,2440.0,2190.0,250.0,67.0,2.5,2.0,16.05.2020,,,,,5.0,"Steinbrüchelstr. 2, 8053 Zürich",2020-02-21,zuerich,2020-02-26,2013,,,,,,,,, +22993544,Wohnung,1671.0,1550.0,121.0,,2.0,2.0,01.05.2020,1.0,,,,,"Friedrichstrasse 16, 8051 Zürich",2020-02-21,zuerich,2020-02-26,,1.0,,1.0,,,,,, +22993539,Wohnung,1516.0,1391.0,125.0,75.0,2.5,4.0,sofort,,1.0,,,,"Wehntalerstr. 586 b, 8046 Zürich",2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22996156,Wohnung,5374.0,4759.0,615.0,217.0,7.5,1.0,01.11.2020,1.0,1.0,300.0,400.0,5.0,"Binzallee 39, 8055 Zürich",,zuerich,2020-02-26,2005,,,,,100.0,100.0,100.0,, +22993484,Wohnung,1700.0,,,,2.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993255,Wohnung,1600.0,,,,3.5,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +23013056,Wohnung,10.0,,,,1.0,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993251,Wohnung,180.0,,,,,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993536,Wohnung,2980.0,2750.0,230.0,100.0,4.0,,01.04.2020,1.0,,150.0,150.0,4.0,"Moränenstrasse 6, 8038 Zürich",2020-02-21,zuerich,2020-02-26,1998,,,1.0,1.0,300.0,250.0,350.0,2000.0, +22993150,Wohnung,1960.0,,,,2.5,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993496,Wohnung,1680.0,,,,2.5,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22993532,Wohnung,2950.0,,,,3.0,,,1.0,,,,,8005 Zürich,2020-02-21,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22993155,Wohnung,3800.0,,,,3.5,,nachVereinbarung,,,,,,8001 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22996066,Wohnung,1790.0,1470.0,320.0,61.0,3.0,1.0,01.05.2020,1.0,,200.0,500.0,5.0,"Anton-Higi-Strasse 7, 8046 Zürich",2020-02-20,zuerich,2020-02-26,1954,,,,,400.0,400.0,600.0,, +22992835,Wohnung,1000.0,,,15.0,1.0,2.0,01.03.2020,1.0,,,,,"Regensbergstrasse 306, 8050 Zürich ZH",2020-02-20,zuerich,2020-02-26,,1.0,,,,,,,, +22992957,Wohnung,2800.0,,,,3.5,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22993145,Wohnung,150.0,,,,,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-02-21,zuerich,2020-02-26,,,,,,,,,, +22992839,Wohnung,1590.0,1495.0,95.0,70.0,2.5,3.0,nachVereinbarung,1.0,1.0,,,,"Wehntalerstrasse 586B, 8046 Zürich ZH",2020-02-20,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22992834,Wohnung,1000.0,,,10.0,1.0,4.0,sofort,1.0,1.0,,,,"Bienestrasse 3, 8004 Zürich ZH",2020-02-20,zuerich,2020-02-26,2014,1.0,,1.0,,,,,,1.0 +23015790,Wohnung,1400.0,,,,4.0,,nachVereinbarung,,,,,,8001 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22992566,Wohnung,1400.0,,,,3.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22992522,Wohnung,1835.0,1715.0,120.0,48.0,2.5,1.0,01.05.2020,,1.0,150.0,1000.0,3.0,"Blütenstrasse 14, 8057 Zürich",,zuerich,2020-02-26,1962,,1.0,1.0,1.0,80.0,200.0,200.0,, +22992669,Wohnung,3280.0,2990.0,290.0,115.0,4.5,6.0,01.06.2020,,,,,5.0,"Maneggstrasse 83, 8041 Zürich",2020-02-20,zuerich,2020-02-26,2017,,,,,,,,, +22991373,Wohnung,1075.0,950.0,125.0,25.0,1.0,2.0,01.05.2020,1.0,,65.0,100.0,,"Am Glattbogen 175, 8050 Zürich",2020-02-20,zuerich,2020-02-26,,,,1.0,,,,,2500.0, +22992592,Wohnung,2280.0,2100.0,180.0,74.0,3.0,1.0,nachVereinbarung,,,,,3.0,"Schaffhauserstrasse 456, 8052 Zürich",2020-02-20,zuerich,2020-02-26,1923,,,,,,,,, +22992328,Wohnung,2500.0,,,,5.5,,nachVereinbarung,,,,,,8002 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22991365,Wohnung,1690.0,1500.0,190.0,38.0,1.5,,01.03.2020,,1.0,50.0,50.0,,"Wiesenstrasse 5, 8008 Zürich",2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22991595,Wohnung,1605.0,1320.0,285.0,60.0,4.0,2.0,,,,,,,8051 Zürich,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22991597,Wohnung,1835.0,1715.0,120.0,48.0,2.5,1.0,,,,,,,8057 Zürich,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22992521,Wohnung,1605.0,1320.0,285.0,60.0,4.0,2.0,sofort,,,300.0,200.0,4.0,"Grosswiesenstrasse 16, 8051 Zürich",2020-02-20,zuerich,2020-02-26,1954,,1.0,1.0,1.0,200.0,100.0,200.0,, +22991217,Wohnung,2450.0,2200.0,250.0,85.0,3.5,2.0,01.04.2020,1.0,1.0,250.0,500.0,3.0,"Reinhold-Frei-Strasse 17, 8049 Zürich",,zuerich,2020-02-26,1975,,,1.0,,100.0,100.0,500.0,,1.0 +22991843,Wohnung,2840.0,2520.0,320.0,74.0,2.5,0.0,01.05.2020,,1.0,50.0,1200.0,5.0,"Scheideggstrasse 60, 8002 Zürich",2020-02-20,zuerich,2020-02-26,2015,1.0,1.0,1.0,1.0,500.0,500.0,500.0,,1.0 +22990283,Wohnung,1550.0,1380.0,170.0,36.0,1.5,3.0,,1.0,1.0,,,,"Affolternstrasse 10, 8050 Zürich",2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22990289,Wohnung,2790.0,2500.0,290.0,100.0,3.0,3.0,16.03.2020,1.0,,,,,"Schaffhauserstrasse 223, 8057 Zürich",2020-02-20,zuerich,2020-02-26,,,,,1.0,,,,, +22990290,Wohnung,2180.0,1910.0,270.0,66.0,3.0,8.0,01.05.2020,1.0,1.0,,,3.0,"Bändlistrasse 58, 8064 Zürich",2020-02-20,zuerich,2020-02-26,1965,,1.0,1.0,1.0,,,,,1.0 +22992069,Wohnung,1730.0,1520.0,210.0,52.0,2.0,4.0,01.04.2020,1.0,1.0,100.0,100.0,5.0,"Lagerstr. 89, 8004 Zürich",2020-02-20,zuerich,2020-02-26,1964,,1.0,,,,,,, +22990046,Wohnung,2840.0,2520.0,320.0,75.0,2.5,,01.05.2020,,1.0,,1200.0,5.0,"Scheideggstrasse 60, 8002 Zürich",2020-02-20,zuerich,2020-02-26,2015,,1.0,1.0,1.0,500.0,500.0,500.0,, +22991240,Wohnung,1500.0,1300.0,200.0,46.0,2.0,0.0,01.07.2020,1.0,,50.0,100.0,,"Wallisellenstrasse 473, 8050 Zürich",,zuerich,2020-02-26,,,,1.0,,100.0,100.0,,50.0, +22991892,Wohnung,2505.0,2275.0,230.0,,3.5,3.0,01.04.2020,1.0,,,,,"Hegarstrasse 4, 8032 Zürich",2020-02-20,zuerich,2020-02-26,1927,,1.0,1.0,,,,,, +22990281,Wohnung,2685.0,,,92.0,3.5,,01.04.2020,1.0,1.0,,,,"Bäulistrasse 19, 8049 Zürich",2020-02-20,zuerich,2020-02-26,,1.0,,1.0,1.0,,,,, +22990279,Wohnung,2335.0,,,77.0,3.5,3.0,01.05.2020,1.0,1.0,200.0,650.0,4.0,"Kelchweg, 10, 8048 Zürich",2020-02-20,zuerich,2020-02-26,2007,,,,,,,,, +23017489,Wohnung,1800.0,1650.0,150.0,76.0,3.0,1.0,01.04.2020,,1.0,,,,"Sihlfeldstrasse 141, 8004 Zürich",2020-02-20,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22990534,Wohnung,1750.0,1550.0,200.0,58.0,2.5,1.0,01.04.2020,,,400.0,200.0,4.0,"Oberwiesenstrasse 73 A, 8050 Zürich",2020-02-20,zuerich,2020-02-26,1979,,,,,300.0,300.0,500.0,,1.0 +22990551,Wohnung,2320.0,2090.0,230.0,77.0,2.5,4.0,01.04.2020,,1.0,130.0,500.0,3.0,"Badenerstrasse 581, 8048 Zürich",2020-02-20,zuerich,2020-02-26,1931,,,,,400.0,400.0,400.0,, +23021857,Wohnung,2477.0,2197.0,280.0,66.0,3.0,1.0,01.04.2020,1.0,,100.0,450.0,,"Widmerstrasse 55, 8038 Zürich",2020-02-20,zuerich,2020-02-26,,,,,,500.0,500.0,,1000.0, +22990553,Wohnung,3760.0,3450.0,310.0,100.0,3.5,6.0,01.07.2020,,1.0,200.0,400.0,4.0,"Turbinenstrasse 32, 8005 Zürich",2020-02-20,zuerich,2020-02-26,2013,,,,,600.0,1000.0,,, +22988973,Wohnung,1650.0,,,,3.0,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22988976,Wohnung,2600.0,,,,3.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22990531,Wohnung,2580.0,2285.0,295.0,63.0,3.0,1.0,01.06.2020,,,,,4.0,"Neugasse 41, 8005 Zürich",2020-02-20,zuerich,2020-02-26,1895,,,,,,,,, +22989012,Wohnung,3280.0,,,,3.0,,nachVereinbarung,,,,,,8038 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22988977,Wohnung,2690.0,,,,3.0,,nachVereinbarung,,,,,,8002 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22988746,Dachwohnung,2470.0,,,40.0,2.0,5.0,14.03.2020,1.0,,,,,"Zurlindenstrasse 227, 8003 Zürich",2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22987727,Attika,3925.0,3445.0,480.0,159.0,4.5,8.0,01.05.2020,,1.0,300.0,100.0,3.0,"Gubelstr. 36, 8050 Zürich",2020-02-20,zuerich,2020-02-26,1967,,,,,200.0,200.0,250.0,, +22986433,Wohnung,2450.0,2100.0,350.0,83.0,4.0,0.0,16.03.2020,,,50.0,50.0,3.0,"Schwamendingenstrasse 21, 8050 Zürich",2020-02-20,zuerich,2020-02-26,1947,,,,,200.0,300.0,300.0,, +22988418,Wohnung,2995.0,2745.0,250.0,80.0,2.5,2.0,01.04.2020,1.0,1.0,,,4.0,"Brandschenkestrasse 40, 8002 Zürich",,zuerich,2020-02-26,1992,,1.0,1.0,,,,,,1.0 +22986434,Wohnung,2480.0,2290.0,190.0,,2.5,11.0,01.04.2020,1.0,,,,,"Neunbrunnenstr. 38, 8050 Zürich",2020-02-20,zuerich,2020-02-26,,,1.0,,,,,,, +22988301,Attika,3925.0,3445.0,480.0,159.0,5.5,8.0,01.05.2020,,1.0,300.0,100.0,3.0,"Gubelstr. 36, 8050 Zürich",,zuerich,2020-02-26,1967,,,,,200.0,200.0,250.0,, +22986429,Wohnung,2499.0,2089.0,410.0,85.0,3.0,0.0,05.04.2020,1.0,,,,,"Restelbergstrasse 60, 8044 Zürich",2020-02-20,zuerich,2020-02-26,,,,,,,,,, +23009392,Wohnung,3200.0,,,,4.0,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22986478,Wohnung,1100.0,,,15.0,1.0,3.0,sofort,1.0,,,,,"Tichelrüti 6, 8044 Zürich ZH",2020-02-20,zuerich,2020-02-26,1978,,,,,,,,, +22986328,Wohnung,1270.0,,,,1.0,4.0,sofort,,,,,,"Neue Hard 16, 8005 Zürich ZH",2020-02-20,zuerich,2020-02-26,,,,,,,,,, +22985332,Wohnung,2680.0,2270.0,410.0,111.0,4.5,0.0,01.06.2020,,1.0,100.0,100.0,4.0,"Holderbachweg 8, 8046 Zürich",2020-02-19,zuerich,2020-02-26,1989,,1.0,1.0,1.0,50.0,50.0,200.0,1000.0, +22985431,Wohnung,1930.0,1610.0,320.0,81.0,4.0,2.0,01.06.2020,,,,,5.0,"Leimbachstrasse 30, 8041 Zürich",2020-02-19,zuerich,2020-02-26,1945,,1.0,1.0,,,,,, +22985436,Wohnung,2230.0,1990.0,240.0,95.0,3.5,3.0,nachVereinbarung,,,34.0,655.0,5.0,"Neunbrunnenstrasse 114, 8050 Zürich",,zuerich,2020-02-26,2002,,1.0,,,84.0,499.0,932.0,14.0, +22992127,Wohnung,1600.0,1400.0,200.0,73.0,2.5,1.0,01.03.2020,1.0,1.0,300.0,500.0,5.0,"Schaffhauserstr. 639, 8052 Zürich",2020-02-19,zuerich,2020-02-26,1995,,1.0,1.0,,300.0,300.0,1500.0,,1.0 +22985773,Wohnung,2550.0,2300.0,250.0,67.0,2.5,0.0,nachVereinbarung,1.0,1.0,,,,"Hugelstrasse 44, 8002 Zürich ZH",2020-02-19,zuerich,2020-02-26,,1.0,1.0,,,,,,,1.0 +22985330,Wohnung,4106.0,3806.0,300.0,100.0,3.5,1.0,01.03.2020,,1.0,100.0,500.0,5.0,"Färberstrasse 30, 8008 Zürich",2020-02-19,zuerich,2020-02-26,2017,,1.0,1.0,1.0,1000.0,1000.0,1000.0,1500.0, +22988279,Wohnung,1610.0,1521.0,89.0,28.0,1.5,0.0,01.04.2020,,,,,,"Hohlstrasse 100, 8004 Zürich",2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22986327,Wohnung,1050.0,,,14.0,1.0,2.0,sofort,1.0,,,,,"Altwiesenstrasse 87, Zürich, 8051 Zürich ZH",2020-02-20,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22985328,Wohnung,870.0,750.0,120.0,28.0,1.0,1.0,01.05.2020,,1.0,,,5.0,"Stiglenstrasse 59, 8052 Zürich",2020-02-19,zuerich,2020-02-26,1966,,1.0,1.0,,,,,, +22983023,Wohnung,1850.0,1740.0,110.0,,2.0,2.0,01.05.2020,1.0,,500.0,200.0,,"Langackerstrasse 51, 8057 Zürich",2020-02-19,zuerich,2020-02-26,,,,1.0,,,,,, +22983012,Wohnung,3095.0,2795.0,300.0,99.0,3.5,4.0,01.07.2020,1.0,1.0,200.0,500.0,3.0,"Siewerdtstrasse 107, 8050 Zürich",2020-02-19,zuerich,2020-02-26,2017,,1.0,1.0,1.0,,,,1200.0,1.0 +22983009,Wohnung,2510.0,2270.0,240.0,85.0,3.5,4.0,01.03.2020,,,100.0,100.0,5.0,"Rautistrasse 61, 8047 Zürich",2020-02-19,zuerich,2020-02-26,2016,,1.0,,,150.0,,,2000.0, +22982178,Wohnung,3100.0,2900.0,200.0,70.0,3.0,2.0,sofort,1.0,,120.0,140.0,,"Sempacherstrasse 20, 8032 Zürich",,zuerich,2020-02-26,,,,1.0,,620.0,490.0,,, +22982997,Wohnung,3720.0,3500.0,220.0,127.0,5.0,,,1.0,,,,,"Heinrich Federer-Strasse 32, 8038 Zürich",2020-02-19,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22983010,Wohnung,2018.0,1868.0,150.0,79.0,3.0,1.0,sofort,,,,,4.0,"Magdalenenstrasse 9, 8050 Zürich",2020-02-19,zuerich,2020-02-26,1952,,,1.0,,,,,, +22982998,Wohnung,3940.0,3650.0,290.0,106.0,4.5,0.0,sofort,1.0,1.0,130.0,850.0,4.0,"Kilchbergstrasse 125, 8038 Zürich",2020-02-19,zuerich,2020-02-26,2019,,,,1.0,450.0,700.0,600.0,1500.0,1.0 +22982651,Wohnung,1290.0,1210.0,80.0,24.0,1.0,2.0,sofort,1.0,,,,,"Burstwiesenstrasse 73, 8055 Zürich",2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22983624,Wohnung,2430.0,,,70.0,3.5,,17.04.2020,,,,,,"Luegete, 8053 Zürich",2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22984186,Maisonette,2654.0,,,117.0,4.0,0.0,01.05.2020,1.0,1.0,,,5.0,"Margrit-Rainer-Strasse 13, 8050 Zürich",2020-02-19,zuerich,2020-02-26,2004,,,1.0,,,,,,1.0 +22979722,Wohnung,4500.0,4100.0,400.0,174.0,5.5,2.0,sofort,1.0,1.0,,,,"Nidelbadstrasse 2, 8038 Zürich",2020-02-19,zuerich,2020-02-26,,1.0,,,1.0,,,,,1.0 +23018469,Wohnung,1650.0,,,,1.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22979732,Wohnung,1980.0,1750.0,230.0,,2.5,3.0,01.04.2020,1.0,1.0,,,,"Wieslergasse 10, 8049 Zürich",2020-02-19,zuerich,2020-02-26,,1.0,1.0,1.0,,,,,,1.0 +22983189,Wohnung,2386.0,2100.0,286.0,67.0,4.0,3.0,16.04.2020,,,300.0,600.0,4.0,"Langmauerstrasse 105, 8006 Zürich",2020-02-19,zuerich,2020-02-26,1926,,,,,300.0,400.0,400.0,, +22981286,Wohnung,2347.0,2257.0,90.0,80.0,3.5,2.0,,,,,,,8057 Zürich,2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22983259,Maisonette,3980.0,3650.0,330.0,110.0,3.5,5.0,nachVereinbarung,,1.0,15.0,300.0,4.0,"Stampfenbachplatz 4, 8006 Zürich",2020-02-19,zuerich,2020-02-26,1926,,,1.0,,500.0,500.0,500.0,, +22982057,Wohnung,1910.0,,,82.0,3.5,2.0,01.03.2020,1.0,,,,,8053 Zürich ZH,2020-02-19,zuerich,2020-02-26,,,,1.0,,,,,, +22979729,Wohnung,1400.0,1250.0,150.0,,3.5,1.0,sofort,1.0,,10.0,500.0,,"Rautistrasse 332, 8048 Zürich",2020-02-19,zuerich,2020-02-26,,,,1.0,,300.0,300.0,300.0,3000.0,1.0 +22981521,Wohnung,2170.0,2020.0,150.0,55.0,2.5,2.0,01.04.2020,,,,,,"Waldstrasse 12, 8045 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22981413,Wohnung,3000.0,2750.0,250.0,93.0,3.5,5.0,01.05.2020,,1.0,100.0,200.0,3.0,"Siewerdtstrasse 14, 8050 Zürich",2020-02-19,zuerich,2020-02-26,2005,,,,,,,,, +22978676,Wohnung,920.0,900.0,20.0,,1.0,2.0,01.04.2020,1.0,,,,,"Luegislandstrasse 497, 8051 Zürich ZH",2020-02-18,zuerich,2020-02-26,,,1.0,,,,,,, +22979223,Wohnung,960.0,,,18.0,1.0,4.0,01.03.2020,,,,,,8005 Zürich ZH,2020-02-19,zuerich,2020-02-26,1980,,,,,,,,, +22979716,Wohnung,1340.0,1220.0,120.0,30.0,1.0,0.0,11.05.2020,1.0,1.0,,,,"Seestrasse 55, 8002 Zürich",2020-02-19,zuerich,2020-02-26,,,,1.0,,,,,, +22977976,Wohnung,2840.0,2600.0,240.0,93.0,3.5,0.0,01.04.2020,,1.0,200.0,250.0,5.0,"Witikonerstrasse 54, 8032 Zürich",2020-02-18,zuerich,2020-02-26,1975,,,,,450.0,,,500.0, +23025399,Wohnung,1550.0,,,,1.0,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-18,zuerich,2020-02-26,,,,,,,,,, +22978364,Wohnung,2310.0,2050.0,260.0,70.0,3.0,0.0,nachVereinbarung,,,150.0,400.0,4.0,"Griesernweg 16, 8037 Zürich",,zuerich,2020-02-26,1960,,,,,,,,2900.0, +22978565,Wohnung,1810.0,1610.0,200.0,41.0,1.0,4.0,01.04.2020,1.0,1.0,100.0,100.0,,"Edenstrasse 9, 8045 Zürich",2020-02-18,zuerich,2020-02-26,,,,1.0,,120.0,,,750.0, +22980100,Wohnung,2660.0,2300.0,360.0,111.0,4.0,1.0,01.05.2020,,,100.0,700.0,,"Giblenstrasse 10, 8049 Zürich",2020-02-18,zuerich,2020-02-26,,,,,,,,,2000.0, +22978130,Wohnung,1800.0,1680.0,120.0,23.0,1.0,4.0,01.05.2020,,,,,2.0,"Rolandstr 19, 8004 Zürich ZH",2020-02-18,zuerich,2020-02-26,2018,,,1.0,,,,,, +22979715,Wohnung,3250.0,3050.0,200.0,81.0,2.5,3.0,sofort,,1.0,100.0,100.0,,"Schifflände 5, 8001 Zürich",2020-02-19,zuerich,2020-02-26,,,,,,,,,, +22978181,Wohnung,3130.0,2750.0,380.0,135.0,4.5,2.0,01.05.2020,,,110.0,110.0,6.0,"Buchzelgweg 4, 8053 Zürich",2020-02-18,zuerich,2020-02-26,1988,,,,,300.0,500.0,1500.0,, +22976490,Wohnung,4250.0,3950.0,300.0,118.0,3.5,22.0,01.05.2020,1.0,1.0,,,,"Vulkanplatz 7, 8048 Zürich",2020-02-18,zuerich,2020-02-26,2017,,1.0,1.0,,,,,, +22978183,Wohnung,2340.0,2090.0,250.0,75.0,3.5,2.0,16.04.2020,,1.0,130.0,600.0,5.0,"Seestrasse 345, 8038 Zürich",2020-02-18,zuerich,2020-02-26,1967,1.0,,1.0,,400.0,500.0,500.0,,1.0 +22975832,Wohnung,2250.0,2100.0,150.0,,3.5,2.0,,,,,,,"Riedhofstrasse 48, 8049 Zürich",2020-02-18,zuerich,2020-02-26,,,,,,,,,, +22975828,Wohnung,3710.0,3370.0,340.0,119.0,4.5,4.0,01.05.2020,,,500.0,500.0,4.0,"Freilagerstrasse 95, 8047 Zürich",2020-02-18,zuerich,2020-02-26,2016,,1.0,,,500.0,,,, +22975837,Wohnung,1550.0,1440.0,110.0,,1.5,1.0,sofort,1.0,,,,,"Sädlenweg 12, 8055 Zürich",2020-02-18,zuerich,2020-02-26,,,,1.0,,,,,, +22975829,Wohnung,4070.0,3650.0,420.0,146.0,5.5,2.0,01.05.2020,,,500.0,500.0,4.0,"Freilagerstrasse 91, 8047 Zürich",2020-02-18,zuerich,2020-02-26,2016,,1.0,,,500.0,,,, +22976755,Wohnung,1810.0,1610.0,200.0,41.0,1.0,4.0,,,,,,,8045 Zürich,2020-02-18,zuerich,2020-02-26,,,,,,,,,, +22975834,Wohnung,1695.0,1520.0,175.0,54.0,3.0,0.0,01.04.2020,1.0,,,,,"Starengasse 6, 8052 Zürich",2020-02-18,zuerich,2020-02-26,,,,,,,,,, +22978184,Maisonette,3060.0,2800.0,260.0,105.0,3.5,3.0,01.04.2020,,1.0,100.0,100.0,5.0,"Pfingstweidstrasse 104 A, 8005 Zürich",2020-02-18,zuerich,2020-02-26,2012,,,1.0,,10.0,,,,1.0 +22975804,Wohnung,2290.0,2000.0,290.0,46.0,2.0,5.0,,1.0,,50.0,50.0,,"Hardstr. 75, 8004 Zürich",2020-02-18,zuerich,2020-02-26,,,,1.0,,,,,, +22975825,Wohnung,1650.0,1470.0,180.0,62.0,2.0,1.0,sofort,,,180.0,280.0,6.0,"Uetlibergstr. 109, 8045 Zürich",2020-02-18,zuerich,2020-02-26,1935,,,,,260.0,700.0,400.0,, +22975808,Wohnung,1300.0,1220.0,80.0,29.0,1.0,1.0,01.05.2020,1.0,1.0,100.0,100.0,4.0,"Russenweg 26, 8008 Zürich",2020-02-18,zuerich,2020-02-26,1987,,,1.0,,,,,, +22972416,Wohnung,770.0,,,25.0,1.0,1.0,sofort,1.0,1.0,,,,"Wehntalerstrasse 530, 8046 Zürich ZH",2020-02-18,zuerich,2020-02-26,,,,1.0,,,,,, +22972458,Wohnung,1790.0,,,,2.5,0.0,01.06.2020,1.0,,,,,"Schärenmoosstrasse 38, 8052 Zürich ZH",2020-02-18,zuerich,2020-02-26,2019,,1.0,1.0,,,,,, +22973670,Wohnung,1650.0,1450.0,200.0,47.0,2.0,3.0,01.04.2020,1.0,,150.0,150.0,4.0,"Althoossteig 7, 8046 Zürich",2020-02-18,zuerich,2020-02-26,1982,,,,,200.0,200.0,200.0,, +22972417,Wohnung,500.0,,,16.0,1.0,1.0,01.04.2020,,,,,,"Roswiesenstrasse 14, 8050 Zürich ZH",2020-02-18,zuerich,2020-02-26,,,,,,,,,, +22976043,Wohnung,2720.0,2445.0,275.0,96.0,3.5,2.0,01.06.2020,,,,,5.0,"Tuchmacherstrasse 34, 8041 Zürich",2020-02-18,zuerich,2020-02-26,2018,,,,,,,,, +22972454,Wohnung,1580.0,,,32.0,1.0,1.0,sofort,1.0,1.0,,,,8053 Zürich ZH,2020-02-18,zuerich,2020-02-26,,1.0,,,,,,,,1.0 +22971011,Wohnung,2975.0,,,70.0,3.5,3.0,01.04.2020,1.0,,20.0,20.0,,"Kurvenstrasse, 32, 8006 Zürich",2020-02-17,zuerich,2020-02-26,,,,,1.0,50.0,200.0,,200.0, +22971018,Wohnung,2500.0,2200.0,300.0,65.0,3.5,1.0,,1.0,,150.0,200.0,,"Albisstrasse 27, 8038 Zürich",2020-02-17,zuerich,2020-02-26,,,,1.0,,,,,1800.0, +22971035,Wohnung,1735.0,1600.0,135.0,70.0,3.0,1.0,01.04.2020,1.0,1.0,,,,"Ferdinand - Hodler-Strasse 30, 8049 Zürich",2020-02-17,zuerich,2020-02-26,,,,1.0,,,,,, +22971862,Dachwohnung,1910.0,1489.0,421.0,50.0,3.5,4.0,01.04.2020,1.0,,,140.0,,"Eichbühlstrasse 19, 8004 Zürich",,zuerich,2020-02-26,,,,1.0,1.0,,,,, +22971003,Wohnung,2608.0,2423.0,185.0,,3.5,4.0,01.05.2020,,,250.0,250.0,,"Zypressenstrasse 55, 8004 Zürich",2020-02-17,zuerich,2020-02-26,1890,,,1.0,,400.0,400.0,400.0,2000.0, +22972363,Wohnung,2540.0,2300.0,240.0,84.0,4.0,0.0,nachVereinbarung,1.0,,,,5.0,"Karl-Stauffer-Strasse 5, 8008 Zürich ZH",2020-02-18,zuerich,2020-02-26,1932,,,1.0,,,,,, +22971005,Wohnung,3990.0,3640.0,350.0,100.0,3.5,13.0,01.05.2020,1.0,1.0,300.0,270.0,3.0,"Turbinenstrasse 60, 8005 Zürich",2020-02-17,zuerich,2020-02-26,2014,,,,,1200.0,550.0,1900.0,1700.0,1.0 +22971017,Maisonette,4500.0,4200.0,300.0,130.0,3.5,5.0,01.04.2020,1.0,1.0,,,,"Forchstrasse 150, 8032 Zürich",2020-02-17,zuerich,2020-02-26,,,,1.0,,,,,, +22971048,Maisonette,4380.0,3990.0,390.0,172.0,5.5,,sofort,1.0,,30.0,1500.0,4.0,"Wiesliacher 39, 8053 Zürich",2020-02-17,zuerich,2020-02-26,,,,1.0,1.0,150.0,1200.0,,,1.0 +22971012,Wohnung,1350.0,1250.0,100.0,26.0,1.0,2.0,01.04.2020,1.0,,,,,"Forchstrasse 289, 8008 Zürich",2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22970413,Wohnung,1995.0,1680.0,315.0,100.0,4.5,,nachVereinbarung,1.0,,,,,8053 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22969415,Wohnung,2800.0,,,,2.5,1.0,sofort,,,,,,8049 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22967423,Wohnung,1200.0,,,40.0,3.0,,01.03.2020,,,,,,8032 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22968739,Wohnung,2541.0,2033.0,508.0,100.0,3.0,,,,,,,,8053 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22970133,Wohnung,2080.0,1800.0,280.0,73.0,4.0,3.0,01.03.2020,,,,,3.0,"Luchswiesenstrasse 130, 8051 Zürich",2020-02-17,zuerich,2020-02-26,1956,1.0,,1.0,1.0,,200.0,,,1.0 +22968863,Wohnung,1200.0,,,,1.0,4.0,nachVereinbarung,1.0,,,,,8001 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22970136,Wohnung,1290.0,1168.0,122.0,28.0,1.0,3.0,01.05.2020,,1.0,,,4.0,"Sihlhallenstrasse 19, 8004 Zürich",2020-02-17,zuerich,2020-02-26,1974,,,,,,,,, +23017693,Wohnung,2300.0,,,,4.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22970146,Wohnung,2541.0,2033.0,508.0,100.0,3.0,0.0,nachVereinbarung,,,100.0,300.0,5.0,"Stodolastr. 15, 8053 Zürich",2020-02-17,zuerich,2020-02-26,1965,,1.0,1.0,1.0,800.0,700.0,1000.0,, +22967880,Wohnung,1400.0,1300.0,100.0,50.0,1.5,,01.04.2020,,,,,6.0,"Asylstrasse 144, 8032 Zürich",2020-02-17,zuerich,2020-02-26,1875,,,,,,,,, +22965599,Wohnung,1550.0,,,45.0,1.5,2.0,01.05.2020,1.0,,230.0,450.0,5.0,"Eierbrechtstrasse 9, 8053 Zürich",,zuerich,2020-02-26,1927,,,,,300.0,450.0,,, +22965167,Wohnung,3950.0,3730.0,220.0,60.0,2.5,1.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22966680,Wohnung,2340.0,,,,2.0,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22967208,Wohnung,910.0,,,17.0,1.0,0.0,01.06.2020,,,,,,"Lettenholzstrasse 42, 8038 Zürich ZH",2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22965176,Wohnung,5100.0,4800.0,300.0,75.0,3.5,5.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22965177,Wohnung,3950.0,3730.0,220.0,50.0,2.0,3.0,,,,,,,8001 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22967205,Wohnung,1100.0,1000.0,100.0,15.0,1.0,3.0,01.04.2020,1.0,1.0,,,,"Josefstrasse 42, 8005 Zürich ZH",2020-02-17,zuerich,2020-02-26,,,,1.0,,,,,, +22965169,Wohnung,3990.0,3770.0,220.0,55.0,2.5,4.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22965168,Wohnung,2950.0,2730.0,220.0,35.0,1.0,5.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22967201,Wohnung,1980.0,1740.0,240.0,,3.5,0.0,01.03.2020,1.0,1.0,300.0,400.0,,"Naglerwiesenstrasse 40, 8049 Zürich",,zuerich,2020-02-26,1982,,,1.0,1.0,400.0,300.0,300.0,,1.0 +22965165,Wohnung,3700.0,3400.0,300.0,50.0,2.0,3.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +14718974,Wohnung,2190.0,,,98.0,2.5,1.0,01.05.2020,1.0,,200.0,1000.0,5.0,"Kolibriweg 2, 8048 Zürich",2020-02-17,zuerich,2020-02-26,1911,1.0,,1.0,,200.0,200.0,200.0,2000.0, +22965166,Wohnung,4950.0,4650.0,300.0,80.0,3.5,4.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963963,Wohnung,2430.0,,,,3.5,,nachVereinbarung,,,,,,8053 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22964903,Maisonette,3250.0,3000.0,250.0,91.0,3.5,0.0,nachVereinbarung,,1.0,150.0,50.0,3.0,"Buchzelgstrasse 21, 8053 Zürich",2020-02-17,zuerich,2020-02-26,1977,,1.0,1.0,,100.0,300.0,800.0,8000.0,1.0 +22964900,Wohnung,4410.0,4190.0,220.0,133.0,4.5,3.0,01.04.2020,1.0,1.0,,,,"Dufourstrasse, 8008 Zürich",2020-02-17,zuerich,2020-02-26,,,,1.0,,,,,, +22965137,Wohnung,5100.0,4800.0,300.0,90.0,3.5,4.0,,,,,,,8008 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22964711,Wohnung,2800.0,,,,2.5,1.0,,,,,,,8049 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22967231,Wohnung,1431.0,1291.0,140.0,39.0,1.5,0.0,01.05.2020,,,70.0,1000.0,3.0,"Caspar-Wüest-Strasse 17, 8052 Zürich",2020-02-17,zuerich,2020-02-26,1974,1.0,,1.0,,300.0,1100.0,1100.0,,1.0 +22965134,Wohnung,2750.0,2600.0,150.0,25.0,1.0,3.0,,,,,,,8001 Zürich,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963829,Wohnung,1070.0,,,100.0,1.0,1.0,01.05.2020,1.0,1.0,,,,"Bachmannweg 1a, 8046 Zürich ZH",2020-02-17,zuerich,2020-02-26,2015,1.0,,1.0,,,,,,1.0 +22963828,Wohnung,990.0,,,19.0,1.0,4.0,01.05.2020,1.0,1.0,,,,"Flurstrasse 30 / F403, 8048 Zürich ZH",2020-02-17,zuerich,2020-02-26,2000,1.0,,1.0,,,,,,1.0 +22963879,Wohnung,680.0,,,,1.5,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963880,Wohnung,2550.0,,,,2.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963837,Wohnung,2895.0,,,69.0,2.5,4.0,01.10.2020,1.0,1.0,,,3.0,"Neubau Badenerstrasse 136, 8004 Zürich ZH",2020-02-17,zuerich,2020-02-26,2020,1.0,,,,,,,,1.0 +22963962,Wohnung,2400.0,,,,3.5,,nachVereinbarung,,,,,,8038 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963838,Wohnung,2795.0,,,69.0,2.5,,01.10.2020,1.0,1.0,,,4.0,"Neubau Badenerstrasse 136, 8004 Zürich ZH",2020-02-17,zuerich,2020-02-26,2020,1.0,,,,,,,,1.0 +22963884,Wohnung,2866.0,2680.0,186.0,135.0,4.5,3.0,16.05.2020,1.0,1.0,200.0,200.0,,"Honigstrasse 37, 8052 Zürich ZH",2020-02-17,zuerich,2020-02-26,,,1.0,1.0,,,1000.0,,1000.0,1.0 +22963839,Wohnung,2595.0,,,56.0,2.5,0.0,01.10.2020,1.0,1.0,,,3.0,"Neubau Badenerstrasse 136, 8004 Zürich ZH",2020-02-17,zuerich,2020-02-26,2020,1.0,,,,,,,,1.0 +22963825,Wohnung,1420.0,,,,2.0,,nachVereinbarung,,,,,,8038 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963334,Maisonette,3900.0,3500.0,400.0,120.0,6.5,1.0,01.03.2020,,,100.0,100.0,,"Heuelsteig 7, 8032 Zürich ZH",2020-02-17,zuerich,2020-02-26,,1.0,1.0,,,,100.0,,,1.0 +22962892,Maisonette,4380.0,3990.0,390.0,172.0,5.5,,sofort,1.0,,,,4.0,"Wiesliacher 39D, 8053 Zürich",,zuerich,2020-02-26,1978,,,1.0,1.0,,,,,1.0 +22961176,Wohnung,1790.0,,,76.0,4.0,0.0,01.03.2020,1.0,,200.0,200.0,,"Langgrütstrasse 98, 8047 Zürich",2020-02-15,zuerich,2020-02-26,,,,,,300.0,300.0,300.0,, +22963699,Wohnung,2300.0,,,,1.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22966675,Wohnung,1350.0,,,,1.5,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22962893,Wohnung,2280.0,2100.0,180.0,60.0,1.0,0.0,13.04.2020,,,,,,"Seebahnstrasse 143, 8003 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22958532,Wohnung,1490.0,,,,1.5,,01.05.2020,,,,,,8038 Zürich,2020-02-15,zuerich,2020-02-26,,,,,,,,,, +22959538,Wohnung,3500.0,,,120.0,6.5,,01.03.2020,,,,,,"Heuelsteig 7, 8032 Zürich",2020-02-16,zuerich,2020-02-26,,,,,,,,,, +22963786,Wohnung,780.0,,,,1.0,4.0,sofort,,,,,,"Bristenstr, 8048 Zürich ZH",2020-02-17,zuerich,2020-02-26,,,,,,,,,, +22963698,Wohnung,1795.0,,,35.0,1.5,,01.10.2020,1.0,1.0,,,3.0,"Neubau Badenerstrasse 136, 8004 Zürich ZH",2020-02-17,zuerich,2020-02-26,2020,1.0,,,,,,,,1.0 +22955985,Wohnung,2480.0,,,78.0,2.5,3.0,nachVereinbarung,1.0,1.0,,,,8047 Zürich ZH,2020-02-14,zuerich,2020-02-26,,,1.0,,,,,,,1.0 +22956488,Wohnung,3740.0,,,120.0,3.5,10.0,01.04.2020,1.0,1.0,300.0,300.0,,"Turbinenstrasse 60, 8005 Zürich",2020-02-15,zuerich,2020-02-26,,1.0,,,1.0,,,,1000.0,1.0 +22956549,Wohnung,990.0,,,,1.0,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-02-15,zuerich,2020-02-26,,,,,,,,,, +22956337,Wohnung,1560.0,,,,3.0,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-15,zuerich,2020-02-26,,,,,,,,,, +22955982,Wohnung,350.0,,,,1.0,,nachVereinbarung,,,,,,8045 Zürich ZH,2020-02-14,zuerich,2020-02-26,,,,,,,,,, +22958352,Wohnung,3991.0,3601.0,390.0,135.0,5.5,4.0,01.05.2020,,,500.0,500.0,4.0,"Freilagerstrasse 81, 8047 Zürich",2020-02-15,zuerich,2020-02-26,2016,,1.0,,,500.0,,,, +22956167,Wohnung,600.0,,,,3.5,,nachVereinbarung,,,,,,8038 Zürich ZH,2020-02-15,zuerich,2020-02-26,,,,,,,,,, +22956490,Wohnung,2340.0,,,,2.5,1.0,sofort,1.0,1.0,,,,"Sumatrastrasse 1, 8006 Zürich",2020-02-15,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,, +22956503,Wohnung,2140.0,1987.0,153.0,66.0,2.5,4.0,01.04.2020,1.0,1.0,200.0,500.0,,"Naglerwiesenstrasse 58, 8049 Zürich",2020-02-15,zuerich,2020-02-26,,,,1.0,,100.0,100.0,100.0,,1.0 +22952251,Wohnung,2390.0,2190.0,200.0,,3.0,1.0,nachVereinbarung,,,100.0,200.0,,"Meinrad-Lienert-Str. 15, 8003 Zürich",,zuerich,2020-02-26,1895,,,,,,,,3800.0, +23000134,Wohnung,1090.0,970.0,120.0,36.0,1.5,1.0,,,,,,,"Trichtenhausenstrasse 21, 8053 Zürich",2020-02-14,zuerich,2020-02-26,,,,1.0,,,,,, +22953713,Maisonette,3100.0,2900.0,200.0,85.0,3.5,,30.03.2020,1.0,1.0,,,,"Lindenbachstrasse 50, 8006 Zürich",2020-02-14,zuerich,2020-02-26,,1.0,,1.0,,,,,, +22955609,Wohnung,2095.0,1815.0,280.0,72.0,3.0,3.0,01.04.2020,,,,,,"Altstetterstrasse 168, 8048 Zürich ZH",2020-02-14,zuerich,2020-02-26,,1.0,,,,,,,, +22956740,Wohnung,2143.0,,,,3.5,,nachVereinbarung,,,,,,8052 Zürich ZH,2020-02-14,zuerich,2020-02-26,,,,,,,,,, +22953720,Wohnung,2550.0,2300.0,250.0,92.0,3.5,4.0,01.04.2020,1.0,1.0,100.0,500.0,,"Hugostrasse 2, 8050 Zürich",2020-02-14,zuerich,2020-02-26,,,,,,100.0,200.0,700.0,, +22961190,Maisonette,2475.0,2115.0,360.0,110.0,4.5,2.0,01.04.2020,,,10.0,600.0,4.0,"Im Altried 3g, 8051 Zürich",2020-02-14,zuerich,2020-02-26,1983,,1.0,1.0,1.0,300.0,355.0,355.0,, +22951391,Wohnung,2590.0,2300.0,290.0,84.0,3.5,0.0,01.05.2020,1.0,,,,,"Gladbachstrasse 67, 8044 Zürich ZH",2020-02-14,zuerich,2020-02-26,,,,1.0,,,,,, +22999646,Wohnung,1680.0,1500.0,180.0,50.0,2.0,1.0,01.03.2020,,,,,,"Im Heuried 74, 8055 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22961702,Wohnung,3470.0,3240.0,230.0,105.0,3.5,0.0,nachVereinbarung,1.0,1.0,150.0,1500.0,4.0,"Restelbergstrasse 82, 8044 Zürich",2020-02-14,zuerich,2020-02-26,1993,,,1.0,,1500.0,1500.0,1500.0,1600.0,1.0 +22949298,Wohnung,2610.0,2350.0,260.0,92.0,3.5,4.0,01.05.2020,,1.0,,,4.0,"Leutschenbachstrasse 56, 8050 Zürich",2020-02-13,zuerich,2020-02-26,2010,,,,,,,,,1.0 +22945389,Wohnung,4200.0,4000.0,200.0,100.0,3.0,,01.05.2020,1.0,,300.0,150.0,,"Pfirsichstrasse 7, 8006 Zürich",2020-02-13,zuerich,2020-02-26,,,,1.0,,,,,1000.0, +22947084,Wohnung,3200.0,3000.0,200.0,91.0,3.5,5.0,sofort,1.0,1.0,,500.0,2.0,"Mühlackerstrasse 67, 8046 Zürich",,zuerich,2020-02-26,2018,,,,1.0,200.0,200.0,,1000.0,1.0 +22949171,Wohnung,2450.0,2300.0,150.0,60.0,2.5,0.0,,,,200.0,140.0,,"Rotachstrasse 14, 8003 Zürich",2020-02-14,zuerich,2020-02-26,,,,,,,,,, +22945390,Wohnung,4810.0,4510.0,300.0,106.0,4.5,4.0,16.03.2020,1.0,1.0,150.0,150.0,3.0,"Beckenhofstrasse 64, 8006 Zürich",2020-02-13,zuerich,2020-02-26,2013,,,1.0,1.0,200.0,600.0,600.0,,1.0 +22949143,Maisonette,2115.0,1845.0,270.0,94.0,3.5,0.0,01.04.2020,,,10.0,600.0,4.0,"Im Altried 3e, 8051 Zürich",2020-02-13,zuerich,2020-02-26,1983,,1.0,1.0,1.0,300.0,355.0,355.0,, +22946980,Maisonette,2115.0,1845.0,270.0,94.0,3.5,,,,,,,,8051 Zürich,2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22948308,Wohnung,2942.0,2762.0,180.0,116.0,3.5,1.0,16.03.2020,1.0,,,,,"Buchzelgstrasse 108, 8053 Zürich ZH",2020-02-13,zuerich,2020-02-26,,,1.0,1.0,,,,,,1.0 +22949141,Wohnung,2480.0,2300.0,180.0,79.0,3.0,2.0,nachVereinbarung,,,,,,"Kapfsteig 2, 8032 Zürich",2020-02-14,zuerich,2020-02-26,,,,,,,,,, +22949107,Wohnung,4180.0,3800.0,380.0,130.0,3.5,0.0,01.05.2020,,1.0,,,5.0,"Hinterbergstrasse 106, 8044 Zürich",2020-02-13,zuerich,2020-02-26,2006,,,,,,,,, +22946562,Wohnung,2510.0,2250.0,260.0,65.0,3.0,4.0,01.05.2020,,,100.0,50.0,,"Waffenplatzstrasse 1, 8002 Zürich",2020-02-13,zuerich,2020-02-26,,,1.0,1.0,,,,,1000.0, +22947095,Wohnung,1770.0,1630.0,140.0,46.0,2.5,3.0,01.06.2020,,1.0,,,,"Flüelastrasse 47, 8047 Zürich",2020-02-13,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22947098,Wohnung,1240.0,1100.0,140.0,23.0,1.0,3.0,01.03.2020,,,,,,"Lommisweg 24, 8048 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22945132,Wohnung,1590.0,1500.0,90.0,65.0,3.0,2.0,01.04.2020,1.0,,,,,"Grosswiesenstrasse 130 - 134, 8051 Zürich",2020-02-13,zuerich,2020-02-26,1957,,1.0,,,,,,, +22945378,Dachwohnung,3495.0,3300.0,195.0,130.0,2.5,4.0,01.05.2020,,,,,,"Münstergasse 12, 8001 Zürich",2020-02-13,zuerich,2020-02-26,,,,1.0,,,,,, +22947096,Wohnung,1380.0,1240.0,140.0,29.0,1.5,-1.0,sofort,,,,,,"Lommisweg 24, 8048 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22947090,Wohnung,1340.0,1200.0,140.0,21.0,1.5,3.0,01.05.2020,,,,,,"Herrligstrasse 19, 8048 Zürich",2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22945379,Wohnung,2100.0,1850.0,250.0,,3.0,0.0,01.03.2020,,,20.0,80.0,,"Waffenplatzstrasse 50, 8002 Zürich",2020-02-13,zuerich,2020-02-26,1927,,1.0,1.0,,,,,, +22945368,Wohnung,1635.0,1555.0,80.0,29.0,1.5,2.0,01.03.2020,1.0,1.0,,,3.0,"Eugen-Huber-Straße, 8048 Zürich",2020-02-13,zuerich,2020-02-26,2018,,,1.0,,,,,, +22950058,Wohnung,2760.0,2490.0,270.0,,4.5,2.0,01.05.2020,,1.0,,,,"Mattackerstrasse 3, 8052 Zürich",2020-02-13,zuerich,2020-02-26,2016,1.0,,,,,,,, +22943082,Wohnung,900.0,875.0,25.0,15.0,1.0,0.0,01.04.2020,1.0,,,,,"Neudorfstrasse, 8050 Zürich ZH",2020-02-13,zuerich,2020-02-26,,1.0,,,,,,,, +22946214,Wohnung,2610.0,2440.0,170.0,57.0,1.5,1.0,01.05.2020,,,,,4.0,"Gartenstrasse 6, 8002 Zürich",2020-02-13,zuerich,2020-02-26,2017,,,,,,,,, +22943165,Wohnung,2510.0,2250.0,260.0,65.0,3.0,4.0,,,,,,,8002 Zürich,2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22945576,Loft,3730.0,3380.0,350.0,109.0,2.5,4.0,nachVereinbarung,,,,,,"Hardturmstrasse 90, 8005 Zürich",2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22943130,Wohnung,1500.0,1350.0,150.0,50.0,1.0,3.0,31.03.2020,,,500.0,500.0,,"Eugen Huber-Strasse 65b, 8048 Zürich",,zuerich,2020-02-26,,,,,,500.0,500.0,,, +22946215,Wohnung,5120.0,4600.0,520.0,160.0,6.0,2.0,nachVereinbarung,,,200.0,600.0,4.0,"Im Schilf 10, 8044 Zürich",2020-02-13,zuerich,2020-02-26,1932,,,,,400.0,400.0,400.0,, +22946210,Wohnung,2390.0,2150.0,240.0,100.0,3.5,0.0,01.05.2020,,,,,,"Katzenbachstrasse 225, 8052 Zürich",2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22941600,Attika,5570.0,5120.0,450.0,150.0,4.0,2.0,01.05.2020,1.0,1.0,,,3.0,"Witikonerstrasse 251, 8053 Zürich",2020-02-13,zuerich,2020-02-26,2012,1.0,,,1.0,,,,,1.0 +22992840,Wohnung,1800.0,,,,2.5,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-12,zuerich,2020-02-26,,,,,,,,,, +22937577,Wohnung,1980.0,1840.0,140.0,65.0,2.5,0.0,01.04.2020,1.0,,20.0,250.0,,"Witikonerstrasse 265, 8053 Zürich",2020-02-12,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22941576,Wohnung,1425.0,1325.0,100.0,25.0,1.0,1.0,01.05.2020,1.0,1.0,100.0,,,"Seefeldstrasse 255A, 8008 Zürich",2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22941578,Wohnung,1350.0,1200.0,150.0,30.0,1.5,0.0,01.04.2020,,,,,,"Sempacherstrasse 79, 8032 Zürich",2020-02-13,zuerich,2020-02-26,,,,,,,,,, +22937553,Wohnung,1650.0,,,,1.0,3.0,01.04.2020,1.0,,30.0,100.0,,"LEHENSTEIG 7, 8037 Zürich",2020-02-12,zuerich,2020-02-26,,,,,,,,,,1.0 +22937545,Wohnung,3200.0,,,90.0,3.5,1.0,,1.0,1.0,450.0,700.0,4.0,"Hadlaubstrasse 130, 8006 Zürich",2020-02-12,zuerich,2020-02-26,1981,,,1.0,,600.0,950.0,950.0,1500.0, +22938779,Wohnung,5850.0,5550.0,300.0,134.0,3.5,,nachVereinbarung,1.0,1.0,100.0,100.0,3.0,"Alte Feldeggstrasse, 8008 Zürich",2020-02-12,zuerich,2020-02-26,2009,,,,,300.0,500.0,500.0,, +22940363,Wohnung,2945.0,,,90.0,3.5,0.0,sofort,1.0,,,,6.0,"Susenbergstrasse 142, 8044 Zurich /Fluntern, 8044 Zürich ZH",2020-02-12,zuerich,2020-02-26,2017,1.0,,,,,,,,1.0 +22940361,Wohnung,1460.0,1360.0,100.0,85.0,1.0,2.0,nachVereinbarung,1.0,,,,,8032 Zürich ZH,2020-02-12,zuerich,2020-02-26,,,,1.0,,,,,, +22937533,Wohnung,4390.0,4150.0,240.0,103.0,4.0,5.0,,,,5.0,10.0,,"Limmatquai 86 / Köngengasse 2, 8001 Zürich",2020-02-12,zuerich,2020-02-26,,,1.0,1.0,,,,,1500.0, +22936842,Wohnung,1550.0,,,,1.0,3.0,01.04.2020,1.0,,30.0,100.0,,"LEHENSTEIG 7, 8037 Zürich",,zuerich,2020-02-26,,,,1.0,,,,,, +22937534,Maisonette,4870.0,4550.0,320.0,110.0,3.5,5.0,01.04.2020,1.0,1.0,100.0,100.0,,"Niederdorfstrasse 67, 8001 Zürich",2020-02-12,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22935374,Wohnung,4940.0,,,130.0,4.5,1.0,nachVereinbarung,,1.0,100.0,100.0,3.0,"Beethovenstrasse n/n, 8002 Zürich",2020-02-12,zuerich,2020-02-26,1940,,,1.0,,,,,, +22939388,Wohnung,1721.0,1560.0,161.0,55.0,2.0,4.0,01.06.2020,,1.0,200.0,600.0,6.0,"Ausstellungsstrasse 36, 8005 Zürich",2020-02-12,zuerich,2020-02-26,1987,,,,,400.0,300.0,300.0,, +22936594,Wohnung,1500.0,,,36.0,1.5,,01.07.2020,,,,,,8037 Zürich,2020-02-12,zuerich,2020-02-26,,,,,,,,,, +22934854,Wohnung,1975.0,1700.0,275.0,100.0,3.5,2.0,23.03.2020,1.0,,,,,"Lehfrauenweg 5, 8053 Zürich ZH",2020-02-12,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22937541,Wohnung,3490.0,3110.0,380.0,132.0,4.5,2.0,16.03.2020,,1.0,200.0,400.0,6.0,"Röntgenstrasse 22a, 8005 Zürich",2020-02-12,zuerich,2020-02-26,2015,,1.0,1.0,1.0,700.0,700.0,,,1.0 +22937542,Wohnung,1240.0,1100.0,140.0,,1.0,1.0,01.04.2020,,,,,,"Universitätsstrasse 110, 8006 Zürich",2020-02-12,zuerich,2020-02-26,,,,,,,,,, +22940758,Wohnung,1065.0,875.0,190.0,36.0,1.0,0.0,01.05.2020,,,200.0,600.0,5.0,"Regensdorferstrasse 63, 8049 Zürich",2020-02-12,zuerich,2020-02-26,1955,,,,,,750.0,750.0,3100.0, +22930991,Wohnung,1700.0,,,,3.5,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-12,zuerich,2020-02-26,,,,,,,,,, +22930152,Wohnung,1714.0,1425.0,289.0,58.0,2.5,2.0,01.05.2020,,1.0,300.0,500.0,4.0,"Imbisbühlsteig 10A, 8049 Zürich",2020-02-11,zuerich,2020-02-26,1995,,1.0,1.0,1.0,200.0,200.0,200.0,, +22936438,Wohnung,2010.0,1680.0,330.0,77.0,3.5,1.0,01.05.2020,,,270.0,490.0,,"Im Brächli 41, 8053 Zürich",2020-02-12,zuerich,2020-02-26,1955,,1.0,1.0,,260.0,1300.0,1300.0,, +22934782,Wohnung,4475.0,3985.0,490.0,188.0,5.5,2.0,sofort,1.0,1.0,450.0,700.0,5.0,"Hadlaubstrasse 130, 8006 Zürich",,zuerich,2020-02-26,1981,,,,,600.0,950.0,950.0,1500.0, +22929461,Wohnung,3200.0,2950.0,250.0,63.0,2.5,3.0,01.04.2020,1.0,1.0,200.0,200.0,3.0,"Etzelstrasse 37, 8038 Zürich",,zuerich,2020-02-26,2020,,,1.0,,200.0,200.0,200.0,1500.0, +22928855,Wohnung,2036.0,1826.0,210.0,67.0,3.0,0.0,01.04.2020,1.0,,5.0,,,"Hofwiesenstrasse 248, 8057 Zürich",2020-02-11,zuerich,2020-02-26,,,,1.0,,,,,, +22972561,Wohnung,900.0,,,,1.0,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-12,zuerich,2020-02-26,,,,,,,,,, +22929695,Wohnung,1400.0,1320.0,80.0,24.0,1.0,0.0,sofort,,,100.0,200.0,3.0,"Fennergasse 5, 8008 Zürich",2020-02-11,zuerich,2020-02-26,1875,,,,,,,,2000.0, +22930385,Wohnung,3300.0,3075.0,225.0,,4.0,4.0,nachVereinbarung,,,200.0,400.0,,"Forchstrasse 84, 8008 Zürich",,zuerich,2020-02-26,1963,,,,,,,,4400.0, +22928821,Wohnung,1210.0,1000.0,210.0,23.0,1.0,1.0,01.04.2020,,,10.0,10.0,,"Zollstrasse 6, 8005 Zürich",2020-02-11,zuerich,2020-02-26,,,,,,,,,1500.0, +14714029,Dachwohnung,1480.0,1285.0,195.0,55.0,2.0,2.0,01.05.2020,,,200.0,500.0,,"Winterthurerstrasse 400, 8051 Zürich",2020-02-11,zuerich,2020-02-26,,,,1.0,,,,,2500.0, +22928845,Wohnung,2050.0,1860.0,190.0,70.0,3.5,2.0,01.05.2020,1.0,,260.0,200.0,,"Salerstrasse 21, 8050 Zürich",2020-02-11,zuerich,2020-02-26,,,,1.0,1.0,500.0,700.0,,1000.0, +22927074,Wohnung,990.0,,,18.0,1.0,,01.04.2020,,,,,,"Gubelstrasse, 8050 Zürich",2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22930153,Wohnung,4180.0,3880.0,300.0,101.0,5.0,3.0,01.04.2020,1.0,1.0,230.0,130.0,3.0,"Kinkelstrasse 40, 8006 Zürich",2020-02-11,zuerich,2020-02-26,1935,,1.0,1.0,1.0,100.0,500.0,200.0,, +22928770,Wohnung,1714.0,1425.0,289.0,58.0,2.5,2.0,,,,,,,8049 Zürich,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22928851,Wohnung,2850.0,2650.0,200.0,104.0,4.5,2.0,01.05.2020,1.0,1.0,,,4.0,"Caspar-Wüst-Strasse 69, 8052 Zürich",2020-02-11,zuerich,2020-02-26,2014,1.0,,1.0,1.0,,,,,1.0 +22931011,Wohnung,2870.0,,,79.0,3.0,1.0,01.04.2020,1.0,1.0,240.0,1000.0,4.0,"Im Trichtisal 11a, 8053 Zürich",,zuerich,2020-02-26,2020,,1.0,,1.0,220.0,1200.0,1200.0,8500.0,1.0 +22928825,Wohnung,3995.0,3615.0,380.0,121.0,3.5,1.0,01.06.2020,,1.0,100.0,100.0,,"Mainaustrasse 49, 8008 Zürich",2020-02-11,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22925203,Wohnung,1490.0,1310.0,180.0,35.0,1.5,2.0,01.05.2020,,,,,,"Hügelstrasse 43, 8002 Zürich ZH",2020-02-11,zuerich,2020-02-26,,,,,,,,,, +23013625,Wohnung,3400.0,,,,4.5,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22926908,Wohnung,1410.0,1280.0,130.0,30.0,1.5,0.0,01.05.2020,,1.0,1750.0,330.0,,"Bändlistrasse 71, 8064 Zürich",,zuerich,2020-02-26,,1.0,,1.0,,800.0,1060.0,,, +22926819,Wohnung,2607.0,2277.0,330.0,98.0,4.5,1.0,01.05.2020,,,,,4.0,"Heerenschürlistrasse 8, 8051 Zürich",2020-02-11,zuerich,2020-02-26,2014,,,,,,,,, +23001268,Wohnung,1700.0,,,,2.5,,nachVereinbarung,,,,,,8038 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22925453,Wohnung,2100.0,,,,2.5,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22925447,Wohnung,1750.0,,,,3.5,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22927000,Wohnung,2230.0,,,68.0,3.5,,01.04.2020,,,,,,"Binzstrasse, 8045 Zürich",2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22925945,Wohnung,250.0,,,,2.5,,nachVereinbarung,,,,,,8045 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22925339,Studio,550.0,,,,1.0,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924665,Wohnung,1560.0,,,,1.0,1.0,sofort,,,,,,8004 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22997976,Wohnung,1457.0,1327.0,130.0,53.0,1.5,3.0,01.04.2020,,,,,,"Überlandstrasse 285, 8051 Zürich",2020-02-11,zuerich,2020-02-26,,1.0,,1.0,,,,,, +22923926,Wohnung,1700.0,,,,1.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924596,Wohnung,1500.0,,,,1.5,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924321,Wohnung,1090.0,,,16.0,1.0,4.0,16.04.2020,1.0,1.0,,,,"Wallisellenstrasse 333, 8050 Zürich ZH",2020-02-11,zuerich,2020-02-26,2012,1.0,1.0,1.0,,,,,,1.0 +22924594,Wohnung,1410.0,,,25.0,1.0,4.0,01.04.2020,,1.0,,,,8001 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924668,Wohnung,725.0,,,1.0,1.0,2.0,sofort,,,,,,8057 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924597,Wohnung,2300.0,,,,1.5,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22924768,Wohnung,1450.0,,,,2.5,,sofort,1.0,,,,,"Maneggpromenade 82, 8041 Zürich",2020-02-11,zuerich,2020-02-26,,,1.0,,,,,,, +22926821,Wohnung,2575.0,2420.0,155.0,49.0,2.5,4.0,01.04.2020,,,,,,"Hohlstrasse 104, 8004 Zürich",2020-02-11,zuerich,2020-02-26,,,,,,,,,, +22956170,Wohnung,3145.0,,,,3.5,,nachVereinbarung,,,,,,8046 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22921964,Maisonette,4171.0,3906.0,265.0,147.0,4.5,0.0,,1.0,1.0,450.0,450.0,5.0,"Loorenstrasse 62, 8053 Zürich",2020-02-10,zuerich,2020-02-26,2018,1.0,1.0,,1.0,700.0,700.0,,6000.0,1.0 +22920109,Wohnung,3560.0,3320.0,240.0,98.0,4.0,2.0,01.03.2020,,1.0,,100.0,,"Klosbachstrasse 10, 8032 Zürich",2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22920909,Wohnung,3670.0,3400.0,270.0,100.0,4.0,2.0,nachVereinbarung,,,10.0,1000.0,,"Seestr. 160, 8002 Zürich",2020-02-10,zuerich,2020-02-26,1996,1.0,,,,1000.0,700.0,1200.0,1000.0,1.0 +22920922,Wohnung,4918.0,3868.0,1050.0,,4.0,1.0,nachVereinbarung,,,,,,"Hadlaubstr. 62, 8006 Zürich",2020-02-10,zuerich,2020-02-26,1924,,,,,,,,, +22923313,Wohnung,2700.0,2450.0,250.0,91.0,4.5,2.0,16.05.2020,,,20.0,20.0,4.0,"Oerlikonerstrasse 58b, 8057 Zürich",2020-02-11,zuerich,2020-02-26,2001,,,,,160.0,300.0,500.0,, +22922501,Wohnung,2180.0,1900.0,280.0,,3.5,1.0,01.05.2020,,,,,,"Eisfeldstrasse 20, 8050 Zürich",2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22918971,Wohnung,2640.0,2440.0,200.0,66.0,3.5,2.0,01.04.2020,1.0,1.0,10.0,700.0,4.0,"Regensdorferstrasse 72, 8049 Zürich",2020-02-10,zuerich,2020-02-26,2018,,,1.0,,,700.0,700.0,3500.0,1.0 +23021870,Wohnung,1705.0,1500.0,205.0,60.0,3.0,1.0,,,,,,5.0,"Mühlezelgstrasse 26, 8047 Zürich",2020-02-10,zuerich,2020-02-26,1971,,,,,,,,, +22918972,Wohnung,1945.0,1761.0,184.0,58.0,3.0,0.0,,1.0,1.0,,,,"Jungholzstrasse 34, 8050 Zürich",2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22918963,Wohnung,3550.0,3200.0,350.0,147.0,5.0,1.0,sofort,1.0,,450.0,450.0,,"Rainstrasse 91, 8038 Zürich",2020-02-10,zuerich,2020-02-26,,,,1.0,1.0,300.0,300.0,,,1.0 +22920040,Wohnung,3330.0,3070.0,260.0,123.0,4.5,3.0,nachVereinbarung,,1.0,300.0,210.0,5.0,"Hädrichstr. 6, 8047 Zürich",2020-02-10,zuerich,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1100.0,1300.0,,1.0 +22918967,Wohnung,2390.0,,,86.0,3.5,2.0,01.04.2020,1.0,,200.0,200.0,3.0,"Holderbachweg 21, 8046 Zürich",2020-02-10,zuerich,2020-02-26,1978,,,1.0,,,,,600.0, +22918941,Maisonette,1840.0,1680.0,160.0,77.0,2.0,2.0,,1.0,,100.0,,5.0,"Tüfweg 2, 8044 Gockhausen",2020-02-10,zuerich,2020-02-26,1996,,,1.0,,,,,2000.0, +22916734,Wohnung,2060.0,1890.0,170.0,75.0,3.5,1.0,nachVereinbarung,1.0,,,,,"Wehntalerstrasse 404, 8046 Zürich",2020-02-10,zuerich,2020-02-26,,1.0,,1.0,,,,,, +22920022,Loft,2280.0,2080.0,200.0,81.0,1.5,0.0,nachVereinbarung,,1.0,300.0,210.0,5.0,"Hädrichstr. 8, 8047 Zürich",2020-02-10,zuerich,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1100.0,1300.0,,1.0 +22921080,Wohnung,2880.0,2650.0,230.0,70.0,2.5,1.0,sofort,,1.0,100.0,250.0,3.0,"Klausstrasse 49, 8008 Zürich",2020-02-10,zuerich,2020-02-26,1957,,,1.0,,200.0,600.0,400.0,, +22918951,Dachwohnung,2700.0,2500.0,200.0,60.0,2.5,5.0,01.05.2020,1.0,1.0,50.0,30.0,,"Scheuchzerstrasse 69, 8006 Zürich",2020-02-10,zuerich,2020-02-26,,,,1.0,,,,,, +23018827,Wohnung,3680.0,3600.0,80.0,94.0,3.5,,,,,300.0,100.0,3.0,8005 Zürich,2020-02-10,zuerich,2020-02-26,2013,,,,,200.0,200.0,,1000.0, +22915965,Wohnung,1200.0,,,14.0,1.0,4.0,sofort,1.0,,,,,"Sempacherstr, 8032 Zürich ZH",2020-02-10,zuerich,2020-02-26,,,,1.0,,,,,, +22916033,Wohnung,3630.0,3400.0,230.0,86.0,3.5,3.0,nachVereinbarung,1.0,1.0,,,,8004 Zürich ZH,2020-02-08,zuerich,2020-02-26,,,,,,,,,, +22909903,Wohnung,3695.0,3395.0,300.0,129.0,4.5,1.0,01.06.2020,1.0,1.0,150.0,150.0,5.0,"Im Glockenacker 39, 8053 Zürich",2020-02-08,zuerich,2020-02-26,2020,1.0,1.0,1.0,1.0,300.0,300.0,300.0,,1.0 +22916032,Wohnung,590.0,,,,1.0,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22915888,Wohnung,1000.0,,,,1.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22915977,Wohnung,925.0,,,,3.5,,nachVereinbarung,,,,,,8052 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22931240,Wohnung,3629.0,,,,4.5,4.0,nachVereinbarung,1.0,,,,,"Samariterstrasse 18, 8032 Zürich ZH",2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22915967,Wohnung,955.0,,,,1.0,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22914721,Wohnung,3485.0,,,88.0,2.5,,nachVereinbarung,,,,,,"Brandschenkestrasse, 8002 Zürich",2020-02-09,zuerich,2020-02-26,,,,,,,,,, +22915981,Maisonette,3600.0,,,,4.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-10,zuerich,2020-02-26,,,,,,,,,, +22907630,Wohnung,2100.0,,,49.0,2.5,3.0,sofort,1.0,,,,,8044 Zürich ZH,2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22907348,Wohnung,2150.0,,,80.0,3.5,1.0,sofort,1.0,,,,,8055 Zürich ZH,2020-02-07,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22908783,Wohnung,4030.0,3690.0,340.0,115.0,4.5,3.0,nachVereinbarung,,1.0,100.0,350.0,4.0,"Akazienstrasse 6, 8008 Zürich",,zuerich,2020-02-26,1997,,1.0,1.0,1.0,400.0,400.0,1200.0,, +22909883,Wohnung,2680.0,2430.0,250.0,68.0,3.0,1.0,04.05.2020,1.0,1.0,200.0,200.0,4.0,"Splügenstrasse 9, 8002 Zürich",2020-02-08,zuerich,2020-02-26,1930,,,1.0,,,,,, +22908786,Wohnung,2330.0,2100.0,230.0,81.0,3.5,2.0,01.05.2020,,1.0,10.0,10.0,5.0,"Forchstrasse 331/333, 8008 Zürich",2020-02-07,zuerich,2020-02-26,1971,,1.0,1.0,,,,,4000.0, +22907874,Wohnung,1280.0,,,25.0,1.0,3.0,sofort,1.0,,,,3.0,"Schäracher 2, 8053 Zürich ZH",2020-02-07,zuerich,2020-02-26,1984,,,,,,,,, +22908782,Wohnung,4065.0,3720.0,345.0,116.0,4.5,3.0,01.03.2020,,1.0,100.0,350.0,4.0,"Akazienstrasse 6, 8008 Zürich",2020-02-07,zuerich,2020-02-26,1997,,1.0,1.0,1.0,400.0,400.0,1200.0,, +22907639,Wohnung,600.0,,,16.0,1.0,0.0,sofort,,,,,,"Im Holzerhurd 42, 8046 Zürich ZH",2020-02-07,zuerich,2020-02-26,1975,,1.0,1.0,,,,,,1.0 +22907408,Wohnung,4030.0,3690.0,340.0,115.0,4.5,3.0,,,,,,,8008 Zürich,2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22898777,Wohnung,1600.0,,,,2.5,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22905958,Wohnung,650.0,,,,1.0,,nachVereinbarung,,,,,,8001 Zürich ZH,2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22918091,Wohnung,1140.0,1020.0,120.0,20.0,1.0,4.0,01.03.2020,,1.0,,,,"Hallwylstrasse 40, 8004 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22906749,Dachwohnung,2150.0,1900.0,250.0,100.0,3.5,2.0,01.04.2020,,,300.0,800.0,5.0,"Funkackerstrasse 15, 8050 Zürich",2020-02-07,zuerich,2020-02-26,1931,,,,1.0,200.0,200.0,1000.0,300.0, +22903019,Wohnung,1220.0,1100.0,120.0,26.0,1.0,2.0,nachVereinbarung,1.0,1.0,100.0,500.0,,"Jakob Füglistrasse 16, 8048 Zürich",,zuerich,2020-02-26,,,,,,450.0,300.0,850.0,2000.0, +22906737,Wohnung,4250.0,3800.0,450.0,95.0,2.5,17.0,,,1.0,50.0,150.0,2.0,"Limmatstrasse 260, 8005 Zürich",2020-02-07,zuerich,2020-02-26,2013,,,1.0,,300.0,450.0,450.0,4000.0,1.0 +22898798,Wohnung,1200.0,,,90.0,2.5,,sofort,,,,,,"Grossalbis, 8045 Zürich",2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22925974,Wohnung,1860.0,1650.0,210.0,,4.0,0.0,,,,,,,8052 Zürich,2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22908984,Wohnung,3460.0,3200.0,260.0,125.0,4.5,5.0,01.04.2020,1.0,1.0,50.0,50.0,3.0,"Max Bill-Platz 13, 8050 Zürich",2020-02-07,zuerich,2020-02-26,2006,,1.0,1.0,1.0,50.0,50.0,50.0,,1.0 +22903412,Wohnung,2210.0,2180.0,30.0,45.0,1.0,4.0,01.03.2020,,1.0,,,,"Weite Gasse 6, 8001 Zürich",,zuerich,2020-02-26,,,,1.0,,,,,, +22904407,Wohnung,1855.0,1635.0,220.0,,3.0,0.0,01.03.2020,,,,,,"Fellenbergstrasse 303, 8047 Zürich",2020-02-07,zuerich,2020-02-26,,,,,,,,,, +22901179,Wohnung,1780.0,1540.0,240.0,58.0,2.5,4.0,01.05.2020,1.0,1.0,50.0,50.0,4.0,"Nansenstrasse 7, 8050 Zürich",2020-02-06,zuerich,2020-02-26,1985,,,1.0,,500.0,500.0,500.0,,1.0 +22895114,Maisonette,5500.0,5100.0,400.0,160.0,6.0,0.0,,1.0,1.0,50.0,100.0,4.0,"Wolframplatz 11, 8045 Zürich",2020-02-06,zuerich,2020-02-26,2013,1.0,1.0,1.0,1.0,100.0,,,500.0,1.0 +22895107,Wohnung,1925.0,1715.0,210.0,,2.0,5.0,01.04.2020,,,,,,"Universitätsstrasse 110, 8006 Zürich",2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22901081,Wohnung,2230.0,2115.0,115.0,77.0,4.0,1.0,nachVereinbarung,1.0,1.0,2.0,500.0,,"Birmensdorferstrasse 419, 8055 Zürich",2020-02-06,zuerich,2020-02-26,,,,,1.0,600.0,750.0,750.0,1700.0, +22895771,Wohnung,1150.0,960.0,190.0,13.0,1.0,5.0,01.05.2020,1.0,1.0,,,,"Buckhauserstrasse 1, 8048 Zürich ZH",2020-02-06,zuerich,2020-02-26,1999,,1.0,1.0,,,,,,1.0 +22900194,Dachwohnung,4140.0,3890.0,250.0,112.0,4.5,5.0,01.05.2020,1.0,1.0,,,,"Agnesstrasse 4, 8004 Zürich",2020-02-06,zuerich,2020-02-26,,1.0,,,,,,,, +22899930,Wohnung,3810.0,3490.0,320.0,90.0,4.0,2.0,01.04.2020,,1.0,230.0,130.0,3.0,"Kinkelstrasse 40, 8006 Zürich",2020-02-06,zuerich,2020-02-26,1935,,1.0,1.0,1.0,100.0,500.0,200.0,, +22896626,Wohnung,1200.0,,,,1.0,,nachVereinbarung,,,,,,8044 Zürich ZH,2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22895978,Wohnung,1800.0,,,,3.0,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22904403,Wohnung,6180.0,5400.0,780.0,225.0,7.0,2.0,,,,130.0,400.0,5.0,"Toblerstrasse 39, 8044 Zürich",2020-02-06,zuerich,2020-02-26,1930,,,,,300.0,300.0,300.0,, +22893414,Wohnung,2570.0,2370.0,200.0,102.0,4.0,,01.04.2020,,,,,4.0,"Arianestrasse 17, 8052 Zürich",2020-02-06,zuerich,2020-02-26,2013,,,,,,,,, +22904404,Wohnung,6380.0,5600.0,780.0,220.0,7.0,3.0,,,,130.0,400.0,5.0,"Toblerstrasse 39, 8044 Zürich",2020-02-06,zuerich,2020-02-26,1930,,,,,300.0,300.0,300.0,, +22901531,Wohnung,3550.0,3250.0,300.0,90.0,2.5,5.0,01.03.2020,1.0,1.0,,,4.0,"Ernastrasse 30, 8004 Zürich",2020-02-06,zuerich,2020-02-26,2017,,,,,,,,, +22894779,Wohnung,1680.0,,,,2.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22900516,Attika,4100.0,3800.0,300.0,142.0,3.5,4.0,01.05.2020,,1.0,200.0,400.0,4.0,"Eichstrasse 27, 8045 Zürich",2020-02-06,zuerich,2020-02-26,1955,1.0,1.0,1.0,,800.0,200.0,600.0,,1.0 +22894780,Wohnung,1600.0,1400.0,200.0,,3.0,1.0,sofort,,,,,,"Heidwiesen 17, 8051 Zürich ZH",2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22894589,Wohnung,1584.0,,,,2.5,,01.04.2020,,,,,,"Wasserschöpfi, 8055 Zürich",2020-02-06,zuerich,2020-02-26,,,,,,,,,, +22892887,Wohnung,1620.0,,,67.0,2.5,0.0,01.03.2020,1.0,,100.0,500.0,,"Felsenrainstrasse 77, 8052 Zürich",2020-02-06,zuerich,2020-02-26,,,,,,,,,2000.0,1.0 +22893803,Wohnung,1400.0,1260.0,140.0,,1.0,1.0,01.04.2020,,1.0,,,,"Untere Zäune 15, 8001 Zürich",2020-02-06,zuerich,2020-02-26,1955,,1.0,1.0,,,,,, +22891591,Wohnung,1550.0,1200.0,350.0,15.0,1.0,4.0,01.03.2020,1.0,1.0,,,,"Käferholzstrasse 38, 8057 Zürich ZH",2020-02-06,zuerich,2020-02-26,2015,1.0,,,,,,,,1.0 +22889791,Wohnung,3470.0,,,,4.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-05,zuerich,2020-02-26,,,,,,,,,, +22902847,Wohnung,2135.0,1920.0,215.0,96.0,3.0,4.0,01.04.2020,,,190.0,450.0,5.0,"Auhofstrasse 7, 8051 Zürich",2020-02-05,zuerich,2020-02-26,1999,,1.0,,,1000.0,1000.0,2900.0,1000.0, +22891026,Maisonette,4000.0,3750.0,250.0,90.0,2.5,2.0,sofort,1.0,,,,,"Zwinglistrasse, 34, 8004 Zürich",2020-02-06,zuerich,2020-02-26,,1.0,1.0,,,,,,, +22891049,Wohnung,1642.0,1450.0,192.0,60.0,3.0,0.0,sofort,1.0,,,,,"Friedrichstrasse 16, 8051 Zürich",2020-02-06,zuerich,2020-02-26,,,,1.0,,,,,, +22891023,Wohnung,1890.0,1790.0,100.0,,1.5,0.0,sofort,1.0,1.0,50.0,100.0,,"Bremgartnerstrasse 15, 8003 Zürich",2020-02-06,zuerich,2020-02-26,,1.0,1.0,1.0,,100.0,100.0,100.0,2000.0, +22891619,Wohnung,900.0,,,20.0,1.0,3.0,01.04.2020,1.0,,,,5.0,"Saumstr. 20, 8003 Zürich ZH",2020-02-06,zuerich,2020-02-26,1934,,,1.0,,,,,, +23009501,Wohnung,950.0,,,15.0,1.0,2.0,01.04.2020,1.0,,,,,"Altstetterstrasse 224, 8048 Zürich ZH",2020-02-06,zuerich,2020-02-26,,1.0,,,,,,,,1.0 +22891644,Wohnung,700.0,,,13.0,1.0,2.0,sofort,1.0,1.0,,,,8046 Zürich ZH,2020-02-06,zuerich,2020-02-26,,,,1.0,,,,,, +22891032,Wohnung,2895.0,2695.0,200.0,68.0,1.5,3.0,01.07.2020,1.0,1.0,100.0,100.0,,"Mainaustrasse 49, 8008 Zürich",2020-02-06,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +23022714,Wohnung,2350.0,2100.0,250.0,105.0,4.5,3.0,nachVereinbarung,1.0,,,,,8053 Zürich,2020-02-05,zuerich,2020-02-26,,,,,,,,,, +22899918,Wohnung,3800.0,3550.0,250.0,88.0,3.5,4.0,01.04.2020,1.0,1.0,,,2.0,"Feldstrasse 60, 8004 Zürich",,zuerich,2020-02-26,1898,,,1.0,,,,,, +22888864,Maisonette,3900.0,3500.0,400.0,145.0,7.0,2.0,,1.0,,230.0,500.0,,"Tulpenstrasse 37, 8051 Zürich",2020-02-05,zuerich,2020-02-26,,,,1.0,1.0,450.0,100.0,100.0,750.0, +22900520,Wohnung,1550.0,1476.0,74.0,23.0,1.5,2.0,01.03.2020,,,,,,"Hohlstrasse 104, 8004 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22888862,Wohnung,1650.0,1470.0,180.0,,2.0,2.0,01.05.2020,1.0,1.0,53.0,,,"Schöneichstrasse 7, 8051 Zürich",2020-02-05,zuerich,2020-02-26,,,1.0,,,,,,, +22888861,Wohnung,1390.0,,,,2.0,3.0,sofort,1.0,,,,,"SAATLENSTRASSE 19, 8051 Zürich",2020-02-05,zuerich,2020-02-26,,,,,,,,,,1.0 +22888324,Wohnung,2860.0,,,,3.0,,nachVereinbarung,,,,,,8032 Zürich ZH,2020-02-05,zuerich,2020-02-26,,,,,,,,,, +22900703,Wohnung,3693.0,3340.0,353.0,128.0,4.5,7.0,nachVereinbarung,,1.0,,,4.0,"Hohlstrasse 513, 8048 Zürich",2020-02-05,zuerich,2020-02-26,2010,,,,,,,,, +22888328,Maisonette,1330.0,,,,4.5,,nachVereinbarung,,,,,,8047 Zürich ZH,2020-02-05,zuerich,2020-02-26,,,,,,,,,, +22889108,Wohnung,1600.0,1520.0,80.0,35.0,2.0,0.0,sofort,,,,,,"Gubelstrasse 29, 8050 Zürich",2020-02-05,zuerich,2020-02-26,,,,,,,,,, +22884923,Wohnung,1680.0,1440.0,240.0,55.0,3.0,2.0,16.03.2020,1.0,,150.0,100.0,3.0,"Hirzenbachstrasse 24, 8051 Zürich",2020-02-04,zuerich,2020-02-26,1957,,,,,150.0,,,1300.0, +22884906,Terrassenwohnung,2400.0,,,70.0,2.5,,,1.0,,200.0,400.0,5.0,"Büchnerstrasse 18, 8006 Zürich",2020-02-04,zuerich,2020-02-26,1911,,,1.0,,,,,2000.0, +22884903,Wohnung,3454.0,3134.0,320.0,94.0,3.5,3.0,01.04.2020,1.0,1.0,300.0,200.0,5.0,"Dienerstrasse 59, 8004 Zürich",2020-02-04,zuerich,2020-02-26,2015,,,,,100.0,100.0,200.0,4000.0, +22885766,Wohnung,2870.0,2650.0,220.0,,3.5,3.0,01.04.2020,1.0,1.0,50.0,500.0,,"Friesenbergstrasse 108, 8055 Zürich",,zuerich,2020-02-26,,,,1.0,,,,,, +22884901,Wohnung,2150.0,,,75.0,4.0,4.0,sofort,,1.0,50.0,150.0,,"Anwandstrasse 60, 8004 Zürich",2020-02-04,zuerich,2020-02-26,,,,1.0,,,150.0,,, +22885619,Wohnung,1790.0,1540.0,250.0,70.0,3.0,1.0,01.03.2020,1.0,,,,,"Frohburgstrasse 311, 8057 Zürich ZH",2020-02-05,zuerich,2020-02-26,,1.0,,1.0,,,,,, +22884908,Wohnung,2700.0,2550.0,150.0,65.0,3.0,1.0,01.03.2020,1.0,,20.0,30.0,,"Nebelbachstrasse 9, 8008 Zürich",2020-02-04,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22884054,Wohnung,3000.0,2700.0,300.0,74.0,2.5,2.0,nachVereinbarung,1.0,1.0,,,4.0,8005 Zürich,2020-02-04,zuerich,2020-02-26,2016,,,1.0,,,,,,1.0 +22885772,Wohnung,2590.0,2390.0,200.0,99.0,3.5,4.0,01.05.2020,1.0,1.0,40.0,20.0,5.0,"Grosswiesenstrasse 145, 8051 Zürich",2020-02-04,zuerich,2020-02-26,2018,,,,1.0,,,,3.0,1.0 +22884900,Dachwohnung,2650.0,2500.0,150.0,74.0,2.5,3.0,sofort,,,,,,"Weststrasse 160, 8003 Zürich",2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22883979,Wohnung,1730.0,1425.0,305.0,62.0,2.0,0.0,01.04.2020,,,100.0,300.0,5.0,"Stodolastr. 15, 8053 Zürich",2020-02-04,zuerich,2020-02-26,1965,,1.0,1.0,1.0,800.0,700.0,1000.0,, +22880785,Wohnung,1200.0,,,76.0,3.0,,01.04.2020,,,,,,"Birmensdorferstr. 182, 8055 Zürich",2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22881977,Wohnung,2800.0,2700.0,100.0,93.0,4.5,,sofort,1.0,,,,,"Gubelstrasse 29, 8050 Zürich",2020-02-04,zuerich,2020-02-26,,,,,,,,,, +23023810,Loft,3600.0,3250.0,350.0,110.0,2.5,13.0,,,1.0,100.0,550.0,3.0,"Albulastr. 60, 8048 Zürich",2020-02-04,zuerich,2020-02-26,2009,,1.0,1.0,1.0,200.0,200.0,900.0,,1.0 +22881482,Wohnung,1620.0,,,26.0,1.0,3.0,nachVereinbarung,1.0,1.0,,,2.0,8050 Zürich ZH,2020-02-04,zuerich,2020-02-26,2012,,,1.0,,,,,, +22884157,Wohnung,1670.0,1500.0,170.0,44.0,1.5,1.0,nachVereinbarung,,1.0,200.0,150.0,4.0,"Stampfenbachstr. 67, 8006 Zürich",2020-02-04,zuerich,2020-02-26,1930,1.0,1.0,1.0,,1000.0,800.0,800.0,, +22881331,Wohnung,2770.0,2460.0,310.0,,3.0,1.0,16.04.2020,1.0,,100.0,100.0,,"Zürichbergstrasse 72, 8044 Zürich",2020-02-04,zuerich,2020-02-26,,,,1.0,,200.0,200.0,,, +22881480,Wohnung,1080.0,,,12.0,1.0,,01.03.2020,,,,,,"Seestrasse, 8038 Zürich ZH",2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22880410,Wohnung,1495.0,,,80.0,3.0,,15.04.2020,,,,,,"Bächlerstrasse 5, 8046 Zürich",2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22882286,Wohnung,3600.0,,,,2.5,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22882330,Wohnung,2700.0,2420.0,280.0,102.0,4.0,1.0,nachVereinbarung,,1.0,300.0,700.0,4.0,"Im Glockenacker 58, 8053 Zürich",2020-02-04,zuerich,2020-02-26,1973,,1.0,,1.0,700.0,800.0,800.0,,1.0 +22874404,Wohnung,1470.0,1400.0,70.0,25.0,1.0,1.0,01.04.2020,,1.0,300.0,500.0,2.0,"Obstgartenstr. 40, 8006 Zürich",2020-02-03,zuerich,2020-02-26,1958,,,,,700.0,,,, +22875233,Wohnung,2730.0,2500.0,230.0,80.0,2.5,3.0,01.04.2020,1.0,1.0,100.0,100.0,4.0,"Birmensdorferstrasse 458, 8055 Zürich",2020-02-03,zuerich,2020-02-26,2018,,,,,700.0,600.0,,,1.0 +22921933,Wohnung,4720.0,4420.0,300.0,116.0,4.5,2.0,01.04.2020,1.0,1.0,57.0,10.0,4.0,"Winterthurerstrasse 83, 8006 Zürich",2020-02-03,zuerich,2020-02-26,2015,,,1.0,1.0,,,,,1.0 +22875235,Wohnung,1558.0,,,54.0,2.5,3.0,,,,200.0,700.0,5.0,"Birchstrasse, 8057 Zürich",2020-02-03,zuerich,2020-02-26,1921,,,,,,,,2000.0, +22875232,Wohnung,1600.0,1500.0,100.0,32.0,1.5,-1.0,01.04.2020,,1.0,100.0,100.0,,"Birmensdorferstrasse 458, 8055 Zürich",2020-02-03,zuerich,2020-02-26,2018,,,,,700.0,600.0,,,1.0 +22879444,Wohnung,1490.0,1365.0,125.0,22.0,1.0,,01.04.2020,,,100.0,100.0,,"Predigerplatz 34, 8001 Zürich",2020-02-04,zuerich,2020-02-26,,,,1.0,,,,,, +22876443,Wohnung,35.0,,,,1.5,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-02-04,zuerich,2020-02-26,,,,,,,,,, +22878096,Wohnung,1900.0,1700.0,200.0,58.0,2.5,2.0,05.07.2020,1.0,1.0,50.0,400.0,5.0,"Albisriederstrasse 183, 8047 Zürich",2020-02-04,zuerich,2020-02-26,2015,,,1.0,,,,,3000.0, +22875212,Maisonette,5200.0,,,126.0,4.5,3.0,01.04.2020,1.0,,100.0,300.0,2.0,"Heinrichstrasse 112, 8005 Zürich",2020-02-03,zuerich,2020-02-26,1886,,1.0,1.0,1.0,100.0,100.0,500.0,1000.0, +22871608,Wohnung,1680.0,,,30.0,1.0,4.0,01.04.2020,1.0,1.0,100.0,200.0,,"Seefeldstrasse 255, 8008 Zürich",2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22874365,Wohnung,2190.0,1900.0,290.0,72.0,3.5,1.0,01.04.2020,,,400.0,250.0,,"Fellenbergstrasse 317, 8047 Zürich",2020-02-03,zuerich,2020-02-26,,,,,,400.0,650.0,400.0,3500.0, +22871634,Wohnung,1530.0,1310.0,220.0,64.0,3.0,,,1.0,,,,,"Schärenmoosstrasse 12, 8052 Zürich",2020-02-03,zuerich,2020-02-26,,,,1.0,,,,,, +22871625,Wohnung,2450.0,2300.0,150.0,66.0,2.5,1.0,01.05.2020,1.0,1.0,100.0,400.0,3.0,"Limmattalstr 42, 8049 Zürich",2020-02-03,zuerich,2020-02-26,1934,,,,,,,,, +22872950,Wohnung,1470.0,1400.0,70.0,25.0,1.0,1.0,,,,,,,8006 Zürich,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22871613,Terrassenwohnung,3860.0,3490.0,370.0,100.0,3.5,1.0,01.04.2020,1.0,1.0,,,4.0,"Sempacherstrasse 37, 8032 Zürich",2020-02-03,zuerich,2020-02-26,2011,,1.0,1.0,1.0,,,,,1.0 +22904987,Wohnung,1344.0,,,,1.0,0.0,01.04.2020,,,,,,"Küngenmatt 21, 8055 Zürich",2020-02-03,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22871540,Wohnung,3050.0,,,90.0,4.5,1.0,10.03.2020,1.0,1.0,100.0,100.0,4.0,"Thurwiesenstrasse 7, 8037 Zürich",2020-02-03,zuerich,2020-02-26,1920,,,,1.0,,,,, +22873005,Wohnung,183.0,,,,1.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22874388,Wohnung,5050.0,4750.0,300.0,102.0,3.5,5.0,01.04.2020,,1.0,130.0,80.0,,"Seefeldstr. 116, 8008 Zürich",2020-02-03,zuerich,2020-02-26,,,,1.0,1.0,200.0,200.0,800.0,,1.0 +22870521,Wohnung,200.0,,,,1.0,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22869877,Wohnung,2690.0,,,,5.5,,nachVereinbarung,,,,,,8050 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22871078,Wohnung,1900.0,1820.0,80.0,26.0,1.5,4.0,01.04.2020,,,180.0,280.0,,"Berninastrasse 58, 8057 Zürich",2020-02-03,zuerich,2020-02-26,2018,,,,,,,,, +22871062,Wohnung,3420.0,2990.0,430.0,129.0,5.5,1.0,nachVereinbarung,,,,,6.0,"Florastrasse 38, 8008 Zürich",2020-02-03,zuerich,2020-02-26,1969,,,,,,,,, +22870905,Wohnung,6980.0,6600.0,380.0,151.0,4.5,1.0,01.12.2020,1.0,1.0,,,2.0,"Susenbergstrasse 90, 8044 Zürich",2020-02-03,zuerich,2020-02-26,2015,,,1.0,,,,,,1.0 +22871597,Wohnung,3375.0,3200.0,175.0,69.0,2.5,1.0,01.03.2020,,1.0,,,,"Hafnerstrasse 7, 8005 Zürich",2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22871077,Wohnung,3350.0,2950.0,400.0,129.0,4.5,3.0,16.04.2020,,1.0,300.0,400.0,5.0,"Anemonenstrasse 40 H, 8047 Zürich",2020-02-03,zuerich,2020-02-26,2007,,,1.0,,200.0,600.0,600.0,, +22868744,Wohnung,3860.0,3594.0,266.0,105.0,3.5,3.0,nachVereinbarung,,,,,3.0,"Sempacherstrasse 50, 8032 Zürich",,zuerich,2020-02-26,1951,,,1.0,,,,,, +22871057,Wohnung,2022.0,1830.0,192.0,62.0,3.0,4.0,01.05.2020,,,200.0,,4.0,"Haldenstrasse 173, 8055 Zürich",2020-02-03,zuerich,2020-02-26,1927,,,,,,,,, +22867162,Wohnung,1913.0,,,,2.5,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867219,Wohnung,2900.0,,,,3.0,,nachVereinbarung,,,,,,8001 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867087,Wohnung,1980.0,,,,3.5,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22868763,Wohnung,1890.0,1820.0,70.0,28.0,1.5,1.0,01.03.2020,,1.0,,,,"Hafnerstrasse 7, 8005 Zürich",2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867072,Wohnung,1000.0,,,,1.0,3.0,01.04.2020,1.0,1.0,,,,"Sperletweg, 8052 Zürich ZH",2020-02-03,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22867430,Wohnung,960.0,,,,1.0,,nachVereinbarung,,,,,,8057 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22868762,Wohnung,4800.0,4550.0,250.0,99.0,3.5,2.0,01.03.2020,1.0,1.0,,,,"Hafnerstrasse 7, 8005 Zürich",2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22992847,Wohnung,1000.0,,,,2.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867149,Wohnung,588.0,,,,1.0,,nachVereinbarung,,,,,,8045 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867218,Wohnung,2218.0,,,,3.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22866896,Wohnung,1600.0,,,,1.5,,nachVereinbarung,,,,,,8006 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867068,Wohnung,1300.0,,,,1.0,22.0,01.03.2020,1.0,1.0,,,,"Pfingstweidstrasse 94, 8005 Zürich ZH",2020-02-03,zuerich,2020-02-26,,,,1.0,,,,,, +22975838,Wohnung,1650.0,,,,2.0,2.0,sofort,1.0,,230.0,400.0,,"Bernerstrasse Nord 174, 8064 Zürich",2020-01-31,zuerich,2020-02-26,,1.0,,,1.0,400.0,400.0,,650.0, +22867159,Wohnung,2035.0,,,,2.5,,nachVereinbarung,,,,,,8048 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22860620,Wohnung,2100.0,1900.0,200.0,75.0,3.0,1.0,01.04.2020,1.0,,80.0,70.0,,"Calandastrasse 15, 8048 Zürich",,zuerich,2020-02-26,,1.0,,,,90.0,320.0,,500.0, +22861002,Wohnung,2390.0,2240.0,150.0,80.0,2.5,1.0,01.05.2020,1.0,1.0,,,5.0,"Schaffhauserstrasse 210, 8057 Zürich",2020-01-31,zuerich,2020-02-26,2016,,1.0,1.0,1.0,,,,,1.0 +22863645,Wohnung,1840.0,1680.0,160.0,,2.5,1.0,sofort,1.0,,160.0,250.0,,"Dübendorfstrasse 211, 8051 Zürich",2020-02-01,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22965689,Wohnung,560.0,,,,1.0,,nachVereinbarung,,,,,,8045 Zürich ZH,2020-02-03,zuerich,2020-02-26,,,,,,,,,, +22867071,Wohnung,1250.0,,,18.0,1.0,1.0,sofort,1.0,,,,,"Birchstrasse 231, 8052 Zürich ZH",2020-02-03,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22860567,Wohnung,1772.0,1450.0,322.0,56.0,2.0,1.0,01.05.2020,,,400.0,700.0,4.0,"Steinkluppenweg 3/5, 8057 Zürich",2020-01-31,zuerich,2020-02-26,1949,,1.0,1.0,,500.0,500.0,700.0,, +22860997,Wohnung,1030.0,900.0,130.0,23.0,1.0,2.0,nachVereinbarung,,,100.0,50.0,,"Waffenplatzstrasse 1, 8002 Zürich",2020-01-31,zuerich,2020-02-26,,,1.0,1.0,,,,,1000.0, +23018925,Wohnung,1600.0,1380.0,220.0,54.0,2.0,2.0,,1.0,,50.0,300.0,3.0,"Altwiesenstr. 81, 8051 Zürich",2020-01-31,zuerich,2020-02-26,1954,1.0,1.0,1.0,,50.0,50.0,100.0,,1.0 +22866895,Wohnung,2250.0,2150.0,100.0,43.0,1.5,3.0,sofort,1.0,1.0,,,,8045 Zürich ZH,2020-01-31,zuerich,2020-02-26,1991,,,1.0,,,,,,1.0 +22857919,Wohnung,1295.0,1155.0,140.0,,2.5,2.0,16.04.2020,1.0,,,,,"Schwellistrasse 59, 8052 Zürich",2020-01-31,zuerich,2020-02-26,,,,,,,,,, +22857387,Wohnung,6120.0,5495.0,625.0,180.0,5.5,,01.04.2020,1.0,1.0,,,3.0,"Seeblickstrasse 24, 8038 Zürich",2020-01-31,zuerich,2020-02-26,2014,,,1.0,1.0,,,,, +22859888,Wohnung,3820.0,3545.0,275.0,140.0,4.0,2.0,01.04.2020,1.0,1.0,,,,"Neuhausstrasse 12, 8044 Zürich",2020-01-31,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22859900,Studio,1060.0,920.0,140.0,,1.0,0.0,,,,,,,"Buchzelgstrasse 91, 8053 Zürich",2020-01-31,zuerich,2020-02-26,,,,1.0,,,,,, +22857551,Wohnung,4200.0,,,100.0,4.5,2.0,01.04.2020,1.0,1.0,200.0,,3.0,"Spitalgasse 10, 8001 Zürich",2020-01-31,zuerich,2020-02-26,1890,1.0,1.0,1.0,1.0,,,,, +22852691,Maisonette,2990.0,2700.0,290.0,151.0,4.5,2.0,,1.0,1.0,180.0,2000.0,6.0,"Im Tobelacker 10d, 8044 Gockhausen",2020-01-30,zuerich,2020-02-26,2008,,1.0,1.0,1.0,1000.0,1000.0,3000.0,5000.0,1.0 +22852690,Maisonette,2995.0,2705.0,290.0,151.0,4.5,2.0,,1.0,1.0,180.0,2000.0,6.0,"Im Tobelacker 10c, 8044 Gockhausen",2020-01-30,zuerich,2020-02-26,2008,,1.0,1.0,1.0,1000.0,1000.0,3000.0,5000.0,1.0 +22947890,Wohnung,1240.0,1090.0,150.0,,1.5,,sofort,1.0,,,,,"Drusbergstrasse 40, 8053 Zürich ZH",2020-01-31,zuerich,2020-02-26,,,,1.0,,,,,, +22851552,Maisonette,2460.0,2125.0,335.0,110.0,4.5,2.0,01.04.2020,,,10.0,600.0,4.0,"Im Altried 3d, 8051 Zürich",2020-01-30,zuerich,2020-02-26,1983,,1.0,1.0,1.0,300.0,355.0,355.0,, +22853584,Wohnung,1285.0,1150.0,135.0,18.0,1.0,2.0,01.05.2020,,1.0,,,,"Bolleystrasse 17, 8006 Zürich ZH",2020-01-30,zuerich,2020-02-26,,,,1.0,,,,,, +22857556,Wohnung,3800.0,3470.0,330.0,101.0,3.5,3.0,01.04.2020,,1.0,200.0,400.0,4.0,"Turbinenstrasse 26, 8005 Zürich",2020-01-31,zuerich,2020-02-26,2013,,,,,600.0,1000.0,,, +22853614,Wohnung,1287.0,,,89.0,1.0,1.0,nachVereinbarung,1.0,1.0,,,,8049 Zürich ZH,2020-01-31,zuerich,2020-02-26,1982,1.0,,1.0,,,,,,1.0 +22855550,Wohnung,3560.0,3250.0,310.0,94.0,3.5,1.0,01.04.2020,1.0,,150.0,250.0,,"Am Guggenberg 18, 8053 Zürich",2020-01-31,zuerich,2020-02-26,,1.0,1.0,,,,100.0,,,1.0 +22852676,Attika,9250.0,8900.0,350.0,195.0,5.5,5.0,01.07.2020,1.0,1.0,,,,"Tödistrasse 27, 8002 Zürich",2020-01-30,zuerich,2020-02-26,,,,,,,,,, +22867165,Wohnung,2550.0,,,,3.5,,nachVereinbarung,,,,,,8051 Zürich ZH,2020-01-31,zuerich,2020-02-26,,,,,,,,,, +23009498,Wohnung,3265.0,2975.0,290.0,126.0,4.5,,nachVereinbarung,1.0,,,,,"Buchzelgstrasse, 8053 Zürich ZH",2020-01-30,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22848137,Wohnung,1722.0,1500.0,222.0,55.0,3.0,0.0,02.03.2020,,,,,,"Im Brächli 2, 8053 Zürich",2020-01-30,zuerich,2020-02-26,,,,,,,,,, +22848116,Wohnung,2310.0,2090.0,220.0,76.0,2.5,7.0,01.05.2020,,,500.0,500.0,5.0,"Freilagerstrasse 99, 8047 Zürich",2020-01-30,zuerich,2020-02-26,2016,,1.0,,,500.0,,,, +23018915,Wohnung,1759.0,1459.0,300.0,80.0,3.5,1.0,,1.0,,100.0,200.0,5.0,"Wehntalerstrasse 641, 8046 Zürich",2020-01-30,zuerich,2020-02-26,1995,,1.0,1.0,1.0,,,,500.0,1.0 +22848095,Dachwohnung,5980.0,5630.0,350.0,110.0,4.5,4.0,01.05.2020,1.0,1.0,,,,"Sonneggstrasse 47, 8006 Zürich",2020-01-30,zuerich,2020-02-26,,,,,,,,,, +22851528,Wohnung,3010.0,2700.0,310.0,92.0,3.0,0.0,nachVereinbarung,,,700.0,400.0,4.0,"Engimattstrasse 25, 8002 Zürich",2020-01-30,zuerich,2020-02-26,1933,,1.0,1.0,,500.0,1100.0,900.0,2100.0,1.0 +22938373,Wohnung,2300.0,,,50.0,2.5,1.0,nachVereinbarung,,,,,,"Michael-Maggi-Strasse 22, 8046 Zürich",,zuerich,2020-02-26,2010,,,,,,,,, +22986424,Wohnung,2450.0,2200.0,250.0,65.0,2.5,5.0,16.03.2020,,1.0,36.0,200.0,,"Pfirsichstrasse 17, 8006 Zürich",2020-01-30,zuerich,2020-02-26,,,,,,,,,800.0, +22848125,Wohnung,2490.0,2340.0,150.0,80.0,3.5,1.0,,1.0,,,,,"Limmattalstr. 51, 8049 Zürich",2020-01-30,zuerich,2020-02-26,,,,1.0,,,,,, +22851556,Wohnung,2190.0,1940.0,250.0,69.0,3.0,2.0,01.05.2020,1.0,,,,,"Bächlerstrasse 62, 8046 Zürich",2020-01-30,zuerich,2020-02-26,,,,1.0,1.0,,,,, +22848246,Wohnung,2880.0,2620.0,230.0,102.0,3.5,,01.04.2020,1.0,1.0,,,5.0,"Ursprungstrasse 1b, 8044 Gockhausen",,zuerich,2020-02-26,2019,1.0,1.0,,1.0,,,,, +22848131,Wohnung,2500.0,,,40.0,2.0,,sofort,1.0,1.0,30.0,350.0,,"Friesstrasse 31/33, 8050 Zürich",2020-01-29,zuerich,2020-02-26,,1.0,1.0,1.0,,,,,,1.0 +22840856,Wohnung,800.0,,,13.0,1.0,0.0,01.03.2020,1.0,,,,,"Küngenmatt 50, 8055 Zürich ZH",2020-01-29,zuerich,2020-02-26,1966,,,,,,,,, +22841277,Wohnung,4390.0,3990.0,400.0,124.0,3.5,3.0,01.03.2020,1.0,1.0,50.0,20.0,,"Schärenmoosstrasse 76, 8052 Zürich",2020-01-29,zuerich,2020-02-26,2015,,1.0,1.0,,100.0,200.0,200.0,500.0,1.0 +22847048,Wohnung,2720.0,2460.0,260.0,62.0,3.0,3.0,01.04.2020,,,,,,"Helenastrasse 15, 8008 Zürich ZH",2020-01-30,zuerich,2020-02-26,,,,1.0,,,,,, +22850241,Wohnung,2500.0,,,45.0,2.0,5.0,sofort,,1.0,400.0,,,"Beethovenstrasse 9-11, 8002 Zürich",2020-01-29,zuerich,2020-02-26,,,,,,,,,, +22843571,Attika,5081.0,4631.0,450.0,180.0,5.5,3.0,01.04.2020,1.0,1.0,,,2.0,"Nidelbadstrasse 2, 8038 Zürich",2020-01-29,zuerich,2020-02-26,1960,1.0,,1.0,1.0,,,,,1.0 +22840857,Wohnung,690.0,,,16.0,1.0,2.0,01.03.2020,1.0,1.0,,,,"Rümlangstrasse 55a, 8052 Zürich ZH",2020-01-29,zuerich,2020-02-26,,,,,,,,,, +22846985,Maisonette,5830.0,5300.0,530.0,161.0,5.5,3.0,01.05.2020,1.0,,100.0,500.0,,"Giacomettistr. 15, 8049 Zürich",2020-01-29,zuerich,2020-02-26,2006,,1.0,,,150.0,500.0,150.0,1500.0, +22846675,Wohnung,3200.0,2800.0,400.0,74.0,3.0,2.0,01.04.2020,1.0,1.0,,,,"Wildbachstrasse 68, 8008 Zürich",2020-01-30,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22909902,Wohnung,2866.0,2680.0,186.0,,4.5,2.0,16.05.2020,1.0,1.0,400.0,500.0,,"Honigstrasse 37, 8052 Zürich",2020-01-28,zuerich,2020-02-26,,,,1.0,,300.0,300.0,300.0,500.0,1.0 +22848206,Wohnung,1810.0,1650.0,160.0,,2.5,2.0,01.04.2020,,1.0,,,,"Schaffhauserstrasse 264, 8057 Zürich",2020-01-29,zuerich,2020-02-26,1962,1.0,,1.0,,,,,,1.0 +22867270,Wohnung,1500.0,,,,2.5,,nachVereinbarung,,,,,,8045 Zürich ZH,2020-01-28,zuerich,2020-02-26,,,,,,,,,, +22848354,Wohnung,2315.0,2035.0,280.0,76.0,3.5,0.0,16.05.2020,,,50.0,50.0,5.0,"Im Walder 15/17, 8008 Zürich",2020-01-28,zuerich,2020-02-26,1952,,,,,110.0,400.0,400.0,,1.0 +22847640,Wohnung,2050.0,1750.0,300.0,80.0,4.5,2.0,01.04.2020,,1.0,330.0,330.0,4.0,"Sihlweidstrasse 62, 8041 Zürich",2020-01-29,zuerich,2020-02-26,1974,,1.0,,,350.0,200.0,,, +22833850,Wohnung,1614.0,1461.0,153.0,47.0,2.0,1.0,01.04.2020,,,,,6.0,"Limmattalstrasse 359, 8049 Zürich",2020-01-28,zuerich,2020-02-26,2018,,,1.0,,,,,, +22837280,Wohnung,8200.0,7600.0,600.0,260.0,6.5,,,,,,,3.0,8002 Zürich,2020-01-29,zuerich,2020-02-26,1911,,,,,,,,, +22937544,Wohnung,2670.0,2450.0,220.0,65.0,2.5,0.0,01.04.2020,1.0,1.0,,,,"Scheuchzerstrasse 79, 8006 Zürich",2020-01-28,zuerich,2020-02-26,,,,,1.0,,,,,1.0 +22846986,Wohnung,1795.0,1515.0,280.0,59.0,2.0,1.0,nachVereinbarung,,,700.0,1000.0,4.0,"Bombachstr. 26, 8049 Zürich",2020-01-29,zuerich,2020-02-26,1953,,1.0,,1.0,700.0,700.0,700.0,, +22967885,Wohnung,3479.0,3189.0,290.0,135.0,4.5,1.0,01.04.2020,1.0,1.0,,,5.0,"Klosterweg 14, 8044 Zürich",2020-01-28,zuerich,2020-02-26,1999,,,,1.0,,,,, +22830266,Wohnung,4850.0,4500.0,350.0,125.0,3.5,8.0,01.04.2020,1.0,1.0,,,,"Gustav-Gull-Platz 4, 8004 Zürich ZH",2020-01-28,zuerich,2020-02-26,,,,1.0,,,,,, +23024645,Wohnung,1656.0,,,65.0,3.0,,01.04.2020,,,,,,"Herbstweg 72, 8050 Zürich",2020-01-27,zuerich,2020-02-26,,,,,,,,,, +22831635,Wohnung,2290.0,2050.0,240.0,69.0,2.5,,15.06.2020,1.0,,150.0,150.0,4.0,"In der Ey 68, 8047 Zürich",2020-01-28,zuerich,2020-02-26,2020,,1.0,1.0,,500.0,500.0,750.0,5000.0, +22831292,Wohnung,4850.0,4500.0,350.0,140.0,6.0,0.0,01.04.2020,,,,,,"Universitätstrasse 51, 8006 Zürich",,zuerich,2020-02-26,,,,,,,,,, +22834843,Wohnung,1950.0,,,,2.0,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-01-28,zuerich,2020-02-26,,,,,,,,,, +22830315,Wohnung,1237.0,,,,1.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-01-28,zuerich,2020-02-26,,,,,,,,,, +22829163,Wohnung,2880.0,2700.0,180.0,93.0,4.5,2.0,01.04.2020,1.0,,50.0,800.0,3.0,"Zweiackerstrasse 59, 8053 Zürich",2020-01-27,zuerich,2020-02-26,1979,,1.0,1.0,1.0,100.0,1000.0,,, +22829579,Wohnung,2650.0,2500.0,150.0,104.0,4.5,0.0,01.04.2020,,,,,,"Tennmoosstrasse 11, 8044 Gockhausen",2020-01-27,zuerich,2020-02-26,,,,,,,,,, +22831785,Wohnung,2020.0,1800.0,220.0,78.0,3.5,,,,,,,,8053 Zürich,2020-01-28,zuerich,2020-02-26,,,,,,,,,, +22833238,Wohnung,2020.0,1800.0,220.0,78.0,3.5,0.0,01.04.2020,,,,,5.0,"Buchzelgstrasse 55, 8053 Zürich",2020-01-28,zuerich,2020-02-26,1970,,,,,,,,, +22869622,Wohnung,2980.0,2800.0,180.0,75.0,3.5,1.0,sofort,1.0,,,,,"Südstrasse 7, 8008 Zürich",2020-01-27,zuerich,2020-02-26,,1.0,,,,,,,, +22825950,Wohnung,2111.0,1871.0,240.0,45.0,1.5,2.0,01.04.2020,,,,,,"Niederdorfstrasse 35, 8001 Zürich",2020-01-27,zuerich,2020-02-26,1700,,,1.0,,,,,, +22824034,Wohnung,7330.0,6730.0,600.0,158.0,4.5,1.0,01.04.2020,,,,,2.0,"Zollikerstrasse 203c, 8008 Zürich",2020-01-27,zuerich,2020-02-26,2016,,1.0,,,,,,, +22823803,Wohnung,1836.0,1711.0,125.0,67.0,2.5,4.0,01.05.2020,,1.0,,,5.0,"Arianestrasse 19, 8052 Zürich",2020-01-27,zuerich,2020-02-26,2013,,1.0,,1.0,,,,, +22848565,Wohnung,1790.0,1590.0,200.0,60.0,2.5,3.0,01.04.2020,1.0,,,,,"Schwammendingerstr. 81, 8050 Zürich",2020-01-27,zuerich,2020-02-26,,,,1.0,,,,,, +22825626,Wohnung,3545.0,3200.0,345.0,92.0,3.5,3.0,01.04.2020,,,700.0,700.0,4.0,"Pestalozzistrasse 41, 8032 Zürich",2020-01-27,zuerich,2020-02-26,1940,,,,,700.0,400.0,400.0,, +22823024,Wohnung,1600.0,,,70.0,1.0,3.0,sofort,,,,,,"Glockengasse 16, 8001 Zürich ZH",2020-01-27,zuerich,2020-02-26,,,,,,,,,, +22827027,Dachwohnung,2940.0,2700.0,240.0,110.0,4.5,5.0,nachVereinbarung,1.0,,,,5.0,"Mutschellenstrasse 61, 8038 Zürich",2020-01-27,zuerich,2020-02-26,1897,,1.0,1.0,,,,,,1.0 +22899919,Wohnung,2160.0,1920.0,240.0,64.0,2.5,2.0,01.05.2020,1.0,,,,,"Hofwiesenstrasse 116, 8057 Zürich",2020-01-27,zuerich,2020-02-26,,1.0,,,1.0,,,,, +22822820,Wohnung,1120.0,1060.0,60.0,25.0,1.5,1.0,01.04.2020,1.0,,300.0,300.0,,"Wehntalerstrasse 502, 8046 Zürich ZH",2020-01-27,zuerich,2020-02-26,,,,1.0,,,,,1000.0, +22822022,Wohnung,1700.0,1560.0,140.0,47.0,1.0,5.0,01.05.2020,1.0,,,,,"Winterthurerstrasse 304, 8057 Zürich",2020-01-26,zuerich,2020-02-26,,1.0,,1.0,,,,,,1.0 +22813973,Wohnung,3650.0,,,85.0,2.5,5.0,01.04.2020,1.0,1.0,250.0,250.0,,"Seestrasse 43, 8002 Zürich",,zuerich,2020-02-26,,,,,,,,,2000.0, +22815847,Wohnung,6950.0,6700.0,250.0,142.0,4.5,5.0,,,1.0,,,,8001 Zürich,2020-01-25,zuerich,2020-02-26,1886,,,,,,,,, +22925942,Wohnung,1089.0,,,,1.0,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-01-24,zuerich,2020-02-26,,,,,,,,,, +22814174,Wohnung,6800.0,6560.0,240.0,170.0,5.5,1.0,01.04.2020,1.0,1.0,450.0,450.0,,"Freudenbergstrasse 73, 8044 Zürich",2020-01-24,zuerich,2020-02-26,,,,,,,,,, +22812805,Wohnung,2095.0,1855.0,240.0,80.0,3.5,2.0,sofort,1.0,,,,,"Käshaldenstrasse 25, 8052 Zürich",2020-01-24,zuerich,2020-02-26,,,,,1.0,,,,,1.0 +22818574,Wohnung,2890.0,2680.0,210.0,83.0,3.5,0.0,01.04.2020,1.0,,100.0,200.0,,"Hufgasse 19, 8008 Zürich",2020-01-24,zuerich,2020-02-26,,,,,,,400.0,600.0,, +22828476,Wohnung,1370.0,1210.0,160.0,,1.0,0.0,01.04.2020,,,,,,"Altenhofstrasse 45, 8008 Zürich",2020-01-24,zuerich,2020-02-26,,,,,,,,,, +22823352,Wohnung,760.0,,,13.0,1.0,0.0,sofort,1.0,1.0,,,,8048 Zürich ZH,2020-01-24,zuerich,2020-02-26,2010,,,1.0,,,,,, +22815524,Wohnung,5800.0,5100.0,700.0,146.0,5.5,1.0,,1.0,1.0,50.0,200.0,,"Signaustr. 10, 8008 Zürich",2020-01-25,zuerich,2020-02-26,2006,1.0,1.0,1.0,1.0,20.0,,,,1.0 +22813891,Wohnung,2080.0,1920.0,160.0,79.0,3.5,0.0,01.04.2020,1.0,,50.0,2000.0,5.0,"Spirackerstrasse 45, 8044 Gockhausen",2020-01-24,zuerich,2020-02-26,1999,,1.0,1.0,1.0,200.0,200.0,2000.0,2000.0,1.0 +22990282,Wohnung,979.0,903.0,76.0,24.0,1.0,0.0,01.04.2020,1.0,,100.0,500.0,4.0,"Wallisellenstr. 467, 8050 Zürich",2020-01-23,zuerich,2020-02-26,1954,,1.0,1.0,,,,,, +22971019,Wohnung,2753.0,2528.0,225.0,100.0,4.5,4.0,01.04.2020,,,40.0,100.0,5.0,"Mutschellenstrasse 95, 8038 Zürich",2020-01-23,zuerich,2020-02-26,1908,,,1.0,,,,,, +23003639,Wohnung,2675.0,2395.0,280.0,100.0,3.5,0.0,sofort,1.0,1.0,100.0,100.0,4.0,"Tulpenstrasse 43, 8051 Zürich",2020-01-23,zuerich,2020-02-26,2014,1.0,1.0,1.0,,,,,1000.0,1.0 +22926087,Wohnung,1200.0,,,,1.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-01-24,zuerich,2020-02-26,,,,,,,,,, +22807790,Wohnung,2630.0,2250.0,380.0,112.0,4.5,1.0,01.04.2020,,,800.0,1600.0,5.0,"Wiesliacher 95, 8053 Zürich",2020-01-23,zuerich,2020-02-26,1981,,1.0,1.0,1.0,400.0,2500.0,1400.0,, +22808611,Wohnung,1990.0,1900.0,90.0,80.0,4.0,2.0,16.04.2020,1.0,,,,4.0,"Sandacker 8, 8052 Zürich",2020-01-23,zuerich,2020-02-26,1949,,,1.0,1.0,,,,, +22809682,Attika,2190.0,2010.0,180.0,67.0,2.5,2.0,01.03.2020,1.0,1.0,,,4.0,"Schauenbergstrasse 40, 8046 Zürich",2020-01-23,zuerich,2020-02-26,2013,1.0,,1.0,,,,,,1.0 +22963827,Wohnung,1200.0,1050.0,150.0,15.0,1.0,6.0,sofort,1.0,1.0,,,,"Eisfeldstrasse 30, 8052 Zürich ZH",2020-01-24,zuerich,2020-02-26,2009,1.0,,1.0,,,,,,1.0 +22918969,Wohnung,2365.0,2150.0,215.0,60.0,3.0,1.0,01.04.2020,,,,,,"Brunnwiesenstr. 50, 8049 Zürich",2020-01-23,zuerich,2020-02-26,,,,,,,,,, +22806153,Wohnung,3090.0,2850.0,240.0,83.0,2.5,0.0,,1.0,1.0,100.0,100.0,4.0,"Turbinenstrasse 52, 8005 Zürich",2020-01-23,zuerich,2020-02-26,2013,,1.0,1.0,,,,,500.0, +23009345,Wohnung,1250.0,,,,1.5,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-01-23,zuerich,2020-02-26,,,,,,,,,, +22891025,Wohnung,2490.0,2290.0,200.0,,3.0,1.0,sofort,,,20.0,100.0,,"Feldstr. 141, 8004 Zürich",2020-01-23,zuerich,2020-02-26,,1.0,,1.0,1.0,,,,, +22804516,Wohnung,2100.0,,,,3.5,0.0,01.03.2020,1.0,,300.0,500.0,,"Altwiesenstrasse, 8051 Zürich",2020-01-23,zuerich,2020-02-26,,,1.0,,,200.0,400.0,500.0,5000.0,1.0 +22800562,Wohnung,1390.0,1230.0,160.0,29.0,1.0,4.0,sofort,,1.0,100.0,500.0,,"Hugostrasse 2, 8050 Zürich",2020-01-22,zuerich,2020-02-26,,,,,,100.0,200.0,700.0,100.0, +22800519,Wohnung,4150.0,3900.0,250.0,98.0,3.5,3.0,sofort,,,,,,"Strehlgasse 9, 8001 Zürich",2020-01-22,zuerich,2020-02-26,1558,,,,,,,,, +22827148,Wohnung,500.0,,,,1.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-01-23,zuerich,2020-02-26,,,,,,,,,, +22804836,Wohnung,1980.0,,,41.0,1.5,1.0,nachVereinbarung,1.0,,,,2.0,8032 Zürich ZH,2020-01-23,zuerich,2020-02-26,1971,1.0,1.0,1.0,,,,,, +23021882,Wohnung,2540.0,2296.0,244.0,,4.5,2.0,01.05.2020,1.0,,,,,"Ettenfeldstrasse 7, 8052 Zürich",2020-01-23,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22806178,Wohnung,1894.0,1690.0,204.0,87.0,4.0,2.0,sofort,1.0,,300.0,300.0,,"Buhnstrasse 12, 8052 Zürich",2020-01-23,zuerich,2020-02-26,,,,1.0,,,,,, +22797474,Wohnung,2700.0,2500.0,200.0,81.0,3.0,0.0,sofort,1.0,1.0,,,,"Freudenbergstrasse 97, 8044 Zürich",2020-01-22,zuerich,2020-02-26,,,,1.0,,,,,, +22693140,Wohnung,1300.0,,,70.0,1.0,2.0,01.04.2020,,,,,,8048 Zürich ZH,2020-01-22,zuerich,2020-02-26,,,,1.0,,,,,, +22794409,Wohnung,16500.0,,,260.0,5.5,6.0,nachVereinbarung,1.0,1.0,,,,"Laternengasse 5, 8001 Zürich",2020-01-22,zuerich,2020-02-26,1858,,,,,,,,, +22795343,Wohnung,1880.0,,,34.0,1.5,1.0,01.05.2020,,1.0,,,3.0,"Turbinenstrasse 46, 8005 Zürich",2020-01-22,zuerich,2020-02-26,2013,,,1.0,,,,,, +22971021,Wohnung,1390.0,1255.0,135.0,,1.0,0.0,sofort,,,50.0,50.0,,"Hopfenstrasse 17, 8045 Zürich",2020-01-22,zuerich,2020-02-26,,,,1.0,,,,,500.0, +22795802,Wohnung,2248.0,1998.0,250.0,,3.5,1.0,01.04.2020,1.0,1.0,250.0,250.0,,"Diggelmannstr. 22, 8047 Zürich",,zuerich,2020-02-26,1972,,,1.0,1.0,250.0,250.0,300.0,,1.0 +22935404,Wohnung,3480.0,3200.0,280.0,90.0,4.0,1.0,sofort,1.0,,10.0,50.0,,"Seestrasse 334, 8038 Zürich",2020-01-22,zuerich,2020-02-26,,1.0,1.0,1.0,,600.0,700.0,700.0,, +23012819,Wohnung,1310.0,1130.0,180.0,55.0,2.5,2.0,01.04.2020,1.0,1.0,500.0,500.0,5.0,"Stiglenstrasse 39, 8052 Zürich",2020-01-21,zuerich,2020-02-26,1967,,,1.0,,500.0,500.0,500.0,1000.0, +22797476,Attika,5330.0,4825.0,505.0,203.0,3.0,6.0,,1.0,1.0,,,4.0,"Giesshübelstrasse 62b, 8045 Zürich",2020-01-22,zuerich,2020-02-26,2008,1.0,,1.0,,,,,,1.0 +16765312,Wohnung,3250.0,3000.0,250.0,90.0,3.5,,sofort,1.0,,200.0,650.0,2.0,"Kelchweg, 8048 Zürich",2020-01-22,zuerich,2020-02-26,2011,1.0,,1.0,,,,,2800.0, +22785024,Wohnung,1145.0,,,,1.0,5.0,01.04.2020,1.0,1.0,,,,"Bederstrasse, 119, 8002 Zürich ZH",2020-01-21,zuerich,2020-02-26,,,,,,,,,, +22786696,Wohnung,3690.0,3490.0,200.0,88.0,1.5,5.0,nachVereinbarung,,,,,,"Vulkanstrasse 110c, 8048 Zürich",2020-01-21,zuerich,2020-02-26,,,,,,,,,, +22870600,Studio,1200.0,,,33.0,1.0,,nachVereinbarung,,,,,,"CONTACT ME BY EMAIL: sem330@gmx.com, 8006 Zürich",2020-01-21,zuerich,2020-02-26,,,,,,,,,, +14494958,Wohnung,4450.0,,,103.0,2.0,2.0,01.05.2020,,1.0,30.0,100.0,,"Zeltweg 93, 8032 Zürich",2020-01-21,zuerich,2020-02-26,,,,,,,,,3300.0,1.0 +22788910,Wohnung,1900.0,1700.0,200.0,50.0,3.0,0.0,01.04.2020,1.0,,100.0,250.0,,"Frohalpstrasse 89, 8038 Zürich",2020-01-21,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,1000.0, +22787956,Wohnung,2150.0,,,60.0,3.0,1.0,01.04.2020,,1.0,,,,"Hardturmstrasse 106, 8005 Zürich ZH",2020-01-21,zuerich,2020-02-26,,,1.0,,,,,,, +23001501,Wohnung,1700.0,1400.0,300.0,68.0,4.0,0.0,16.03.2020,,,100.0,500.0,5.0,"Schumacherweg 27, 8046 Zürich",2020-01-21,zuerich,2020-02-26,1956,,,,,200.0,300.0,300.0,, +22789827,Loft,2800.0,,,,2.5,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-01-21,zuerich,2020-02-26,,,,,,,,,, +23018948,Wohnung,1780.0,1550.0,230.0,55.0,2.0,1.0,01.04.2020,1.0,1.0,500.0,500.0,4.0,"Tramstr. 91, 8050 Zürich",2020-01-21,zuerich,2020-02-26,1989,,1.0,1.0,1.0,250.0,250.0,1000.0,1500.0, +22790082,Wohnung,3540.0,3340.0,200.0,70.0,3.5,4.0,01.04.2020,1.0,1.0,150.0,800.0,,"Geranienstrasse 14, 8008 Zürich",,zuerich,2020-02-26,,1.0,1.0,,,,,,,1.0 +22782088,Wohnung,1170.0,970.0,200.0,38.0,1.5,2.0,01.03.2020,,1.0,,200.0,5.0,"Winterthurerstr. 76, 8006 Zürich",2020-01-20,zuerich,2020-02-26,1940,,1.0,1.0,,400.0,400.0,400.0,2000.0, +22784948,Wohnung,30.0,,,,,,nachVereinbarung,,,,,,8046 Zürich ZH,2020-01-21,zuerich,2020-02-26,,,,,,,,,, +22784058,Maisonette,2170.0,1880.0,290.0,100.0,2.5,0.0,,1.0,1.0,,,,"Witikonerstr. 368, 8053 Zürich",2020-01-20,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22783723,Wohnung,2558.0,2364.0,194.0,89.0,2.5,-1.0,nachVereinbarung,,,75.0,400.0,,"Carl Spitteler-Strasse 32, 8053 Zürich",,zuerich,2020-02-26,2012,,,,,,,,8700.0, +22784047,Wohnung,2350.0,,,97.0,3.5,6.0,,1.0,1.0,160.0,370.0,4.0,"Michael Maggi-Strasse 4, 8046 Zürich",2020-01-20,zuerich,2020-02-26,2009,,,1.0,,420.0,420.0,,600.0,1.0 +22781048,Wohnung,1410.0,1330.0,80.0,33.0,1.5,1.0,sofort,1.0,,350.0,450.0,3.0,"Frohburgstrasse 303, 8057 Zürich",2020-01-20,zuerich,2020-02-26,1969,1.0,,,,,,,900.0,1.0 +22781027,Wohnung,5670.0,5205.0,465.0,132.0,3.5,3.0,01.04.2020,1.0,1.0,100.0,100.0,3.0,"Mittelbergsteig 12, 8044 Zürich",2020-01-20,zuerich,2020-02-26,2010,,,,,,,,,1.0 +22993494,Wohnung,600.0,,,,2.5,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-01-21,zuerich,2020-02-26,,,,,,,,,, +22782155,Wohnung,1345.0,1220.0,125.0,,3.0,1.0,01.04.2020,1.0,,,,,"Glatttalstrasse 137, 8052 Zürich",2020-01-20,zuerich,2020-02-26,,,,,,,,,, +22781046,Wohnung,2810.0,2650.0,160.0,112.0,4.5,3.0,,1.0,1.0,,,,"Wiesliacher 61, 8053 Zürich",2020-01-20,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22780987,Wohnung,1800.0,,,42.0,1.5,1.0,,,,,,,"Hufgasse 15, 8008 Zürich",2020-01-22,zuerich,2020-02-26,,1.0,,,,,,,, +22780528,Wohnung,3500.0,,,117.0,3.5,,nachVereinbarung,,,,,,"Giacomettistrasse, 8049 Zürich",2020-01-20,zuerich,2020-02-26,,,,,,,,,, +22781014,Maisonette,3170.0,2990.0,180.0,80.0,2.5,5.0,sofort,1.0,1.0,,,,"Elsastrasse 15, 8004 Zürich",2020-01-20,zuerich,2020-02-26,,,,,,,,,, +22786030,Wohnung,2790.0,2590.0,200.0,74.0,3.5,2.0,01.03.2020,,,,,,"Regensdorferstrasse 72, 8049 Zürich",2020-01-20,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22781010,Wohnung,3900.0,3680.0,220.0,110.0,4.5,4.0,,1.0,1.0,,,,"Birmensdorferstrasse 93, 8003 Zürich",2020-01-20,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22777623,Wohnung,3400.0,,,,2.5,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-01-20,zuerich,2020-02-26,,,,,,,,,, +22781008,Wohnung,3600.0,,,74.0,2.5,1.0,sofort,1.0,1.0,150.0,300.0,3.0,"Brandschenkestrasse 64, 8002 Zürich",2020-01-20,zuerich,2020-02-26,2015,,,1.0,,,,,500.0, +22422600,Wohnung,4640.0,4300.0,340.0,118.0,4.5,2.0,sofort,1.0,1.0,,,,"Dufourstrasse 188, 8008 Zürich",2020-01-20,zuerich,2020-02-26,,,,,,,,,, +22782191,Wohnung,1720.0,1550.0,170.0,55.0,2.0,2.0,sofort,,,,,4.0,"Regensdorferstrasse 62, 8049 Zürich",2020-01-20,zuerich,2020-02-26,1957,,,1.0,,,,,, +22777463,Wohnung,1100.0,,,13.0,1.0,2.0,sofort,1.0,1.0,,,,"Oerlikonerstrasse 54A, 8057 Zürich ZH",2020-01-20,zuerich,2020-02-26,2010,1.0,,,,,,,,1.0 +22770492,Wohnung,1750.0,,,,2.5,3.0,02.03.2020,1.0,,,,,8003 Zürich ZH,2020-01-18,zuerich,2020-02-26,,,,1.0,,,,,, +22937547,Wohnung,5695.0,5230.0,465.0,160.0,6.0,1.0,01.04.2020,1.0,1.0,100.0,500.0,,"Sonneggstrasse 88, 8006 Zürich",2020-01-18,zuerich,2020-02-26,,,,1.0,1.0,350.0,400.0,550.0,1800.0, +22770585,Wohnung,4150.0,3920.0,230.0,109.0,3.5,14.0,01.04.2020,,,,,,"Neunbrunnenstr. 38, 8050 Zürich",2020-01-18,zuerich,2020-02-26,,,,,,,,,, +22770590,Wohnung,1880.0,1720.0,160.0,58.0,3.0,0.0,01.04.2020,1.0,,,,,"Schaffhauserstrasse 488, 8052 Zürich",2020-01-18,zuerich,2020-02-26,,1.0,,,,,,,, +22770592,Wohnung,3200.0,2850.0,350.0,110.0,4.5,1.0,01.04.2020,1.0,1.0,,,3.0,"Allenmoosstrasse 115, 8057 Zürich",2020-01-18,zuerich,2020-02-26,1964,,,1.0,1.0,,,,,1.0 +22777351,Wohnung,1250.0,1100.0,150.0,20.0,1.0,3.0,sofort,1.0,1.0,,,4.0,"Ruedi-Walter-Strasse, 3, 8050 Zürich ZH",2020-01-20,zuerich,2020-02-26,2014,1.0,,1.0,,,,,,1.0 +22777404,Wohnung,3930.0,,,88.0,4.5,2.0,nachVereinbarung,1.0,1.0,,,,"Kreuzstrasse, 40, 8008 Zürich ZH",2020-01-20,zuerich,2020-02-26,,,,1.0,,,,,, +22777353,Wohnung,1575.0,1515.0,60.0,99.0,1.0,2.0,31.03.2020,1.0,1.0,,,,8005 Zürich ZH,2020-01-20,zuerich,2020-02-26,2005,,,,,,,,, +22770019,Wohnung,1430.0,1345.0,85.0,30.0,1.0,0.0,sofort,1.0,,,,4.0,"Merkurstrasse 54, 8032 Zürich ZH",2020-01-17,zuerich,2020-02-26,1901,,1.0,,,,,,, +22774720,Wohnung,1695.0,1525.0,170.0,27.0,1.0,1.0,01.04.2020,,,10.0,100.0,,"Veilchenstrasse 14, 8032 Zürich",2020-01-18,zuerich,2020-02-26,1960,,,1.0,,,,,, +22852683,Wohnung,3845.0,3500.0,345.0,120.0,5.0,2.0,01.03.2020,1.0,,120.0,,5.0,"Stampfenbachstrasse, 8006 Zürich",2020-01-17,zuerich,2020-02-26,1897,,1.0,1.0,,,,,, +22936987,Wohnung,2600.0,2400.0,200.0,64.0,3.5,,nachVereinbarung,1.0,,,,,8008 Zürich,2020-01-17,zuerich,2020-02-26,,,,,,,,,, +22768510,Wohnung,2170.0,2010.0,160.0,55.0,2.5,3.0,01.04.2020,,1.0,,,5.0,"Werdstrasse 122 (B2), 8003 Zürich",2020-01-17,zuerich,2020-02-26,2017,,1.0,1.0,1.0,,,,, +22916086,Wohnung,1800.0,,,,2.5,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-01-17,zuerich,2020-02-26,,,,,,,,,, +22773089,Wohnung,4190.0,3890.0,300.0,120.0,4.5,4.0,15.03.2020,,,,,,"Seefeldstrasse 202, 8008 Zürich",2020-01-17,zuerich,2020-02-26,,,,,,,,,, +22907629,Wohnung,2100.0,,,,2.5,,nachVereinbarung,,,,,,8047 Zürich ZH,2020-01-17,zuerich,2020-02-26,,,,,,,,,, +22772042,Dachwohnung,2968.0,2760.0,208.0,130.0,3.5,3.0,nachVereinbarung,1.0,,500.0,500.0,3.0,"Holderbachweg 21 A, 8046 Zürich",,zuerich,2020-02-26,1972,,1.0,1.0,1.0,300.0,,,3000.0,1.0 +22764888,Wohnung,1800.0,,,,1.0,6.0,01.03.2020,1.0,1.0,,,,"Europaallee 45, 8004 Zürich ZH",2020-01-17,zuerich,2020-02-26,2017,1.0,,1.0,,,,,,1.0 +22827616,Wohnung,1200.0,,,,1.0,3.0,sofort,1.0,1.0,,,,8051 Zürich ZH,2020-01-16,zuerich,2020-02-26,,,,,,,,,, +22756264,Wohnung,2170.0,1890.0,280.0,,3.5,2.0,sofort,1.0,,,,,"Buchholzstrasse 171, 8053 Zürich",2020-01-16,zuerich,2020-02-26,,,,,,,,,, +22755819,Wohnung,8150.0,7350.0,800.0,218.0,4.5,,nachVereinbarung,,1.0,,,,"Pfingstweidstrasse 98, 8005 Zürich",2020-01-16,zuerich,2020-02-26,2013,,,,,,,,,1.0 +22759005,Wohnung,1973.0,1800.0,173.0,64.0,2.0,-1.0,16.04.2020,,,50.0,800.0,,"Imbisbühlstrasse 55, 8049 Zürich",2020-01-16,zuerich,2020-02-26,1948,,1.0,1.0,,325.0,92.0,92.0,, +22753365,Attika,4200.0,3950.0,250.0,77.0,4.0,4.0,nachVereinbarung,,,,,,"Clausiusstr. 62, 8006 Zürich",2020-01-15,zuerich,2020-02-26,,,,,,,,,, +22755805,Wohnung,8150.0,7350.0,800.0,218.0,4.5,,,,,,,,8005 Zürich,2020-01-16,zuerich,2020-02-26,,,,,,,,,, +22783526,Wohnung,2332.0,2122.0,210.0,,4.5,1.0,01.04.2020,1.0,,,,,"Griesernweg 33, 8037 Zürich",2020-01-15,zuerich,2020-02-26,,,,,,,,,, +22756321,Wohnung,1440.0,,,45.0,1.5,4.0,nachVereinbarung,1.0,,,,5.0,"Waffenplatzstrasse 68, 8002 Zürich",2020-01-16,zuerich,2020-02-26,1970,,,,,,,,, +22301802,Studio,55.0,,,,2.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-01-16,zuerich,2020-02-26,,,,,,,,,, +22936442,Wohnung,2900.0,2600.0,300.0,85.0,3.5,0.0,sofort,1.0,,,,,"Witikonerstrasse 315, 8053 Zürich",2020-01-15,zuerich,2020-02-26,,,,1.0,1.0,,,,, +22745106,Wohnung,2250.0,1950.0,300.0,112.0,2.5,3.0,sofort,1.0,1.0,400.0,400.0,,"Mattackerstrasse 29, 8052 Zürich",2020-01-14,zuerich,2020-02-26,,,,1.0,,,,,,1.0 +22748289,Wohnung,2330.0,2120.0,210.0,87.0,2.5,0.0,nachVereinbarung,,1.0,150.0,250.0,4.0,"Hüttisstr. 6, 8050 Zürich",2020-01-15,zuerich,2020-02-26,1993,,,,,200.0,600.0,600.0,, +22752840,Wohnung,2940.0,2700.0,240.0,86.0,3.5,3.0,01.04.2020,,1.0,,50.0,4.0,"Tramstrasse 2, 8050 Zürich",2020-01-15,zuerich,2020-02-26,2016,,1.0,1.0,,170.0,200.0,200.0,, +22744849,Wohnung,3230.0,2850.0,380.0,105.0,4.5,1.0,01.03.2020,,1.0,,300.0,5.0,"Alfred Escher-Str. 46, 8002 Zürich",2020-01-14,zuerich,2020-02-26,1950,,1.0,1.0,1.0,500.0,63.0,500.0,1500.0, +22745084,Wohnung,6400.0,5950.0,450.0,141.0,4.5,2.0,,1.0,1.0,200.0,,3.0,8032 Zürich,2020-01-14,zuerich,2020-02-26,2019,1.0,,1.0,1.0,,,,, +22746944,Wohnung,3840.0,3500.0,340.0,135.0,4.5,4.0,sofort,1.0,1.0,20.0,200.0,2.0,"Brown Boveri-Str. 12, 8050 Zürich",2020-01-14,zuerich,2020-02-26,2000,,1.0,,,300.0,300.0,300.0,,1.0 +22745041,Wohnung,3100.0,2850.0,250.0,65.0,2.5,3.0,,1.0,1.0,10.0,10.0,,"Oberdorfstrasse 2, 8001 Zürich",2020-01-14,zuerich,2020-02-26,,,,1.0,,,,,, +22745083,Maisonette,5500.0,,,180.0,5.5,3.0,sofort,1.0,,250.0,250.0,4.0,"Höhenweg 19, 8032 Zürich",2020-01-14,zuerich,2020-02-26,1924,1.0,,1.0,1.0,400.0,400.0,400.0,,1.0 +22897606,Wohnung,2100.0,1950.0,150.0,48.0,2.0,0.0,sofort,,1.0,100.0,50.0,4.0,"Schöntalstrasse 27, 8004 Zürich",2020-01-14,zuerich,2020-02-26,1890,,,1.0,1.0,10.0,300.0,,, +22740010,Wohnung,2390.0,,,,3.0,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-01-14,zuerich,2020-02-26,,,,,,,,,, +22745304,Wohnung,2270.0,2100.0,170.0,48.0,2.5,2.0,sofort,,,,,,"Regensdorferstrasse 72, 8049 Zürich",2020-01-14,zuerich,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22743450,Wohnung,1715.0,1500.0,215.0,61.0,2.5,0.0,01.03.2020,1.0,1.0,100.0,200.0,5.0,"Fuchsiastr. 11, 8048 Zürich",2020-01-14,zuerich,2020-02-26,1993,,1.0,1.0,1.0,100.0,700.0,700.0,,1.0 +22745136,Wohnung,2500.0,2280.0,220.0,64.0,2.5,1.0,01.04.2020,,1.0,,,5.0,"Forchstrasse 150, 8032 Zürich",2020-01-14,zuerich,2020-02-26,2016,,,,,,,,, +22746667,Wohnung,1990.0,1760.0,230.0,82.0,3.0,0.0,01.05.2020,,,,,5.0,"Kienastenwiesweg 31, 8053 Zürich",2020-01-14,zuerich,2020-02-26,1971,,,,,,,,, +22739253,Maisonette,4332.0,4067.0,265.0,147.0,4.5,0.0,01.04.2020,1.0,1.0,450.0,450.0,5.0,"Loorenstrasse 66, 8053 Zürich",2020-01-14,zuerich,2020-02-26,2018,1.0,1.0,,1.0,700.0,700.0,,6000.0,1.0 +22741062,Dachwohnung,3260.0,3033.0,227.0,72.0,3.5,2.0,nachVereinbarung,1.0,,,129.0,3.0,8002 Zürich,2020-01-14,zuerich,2020-02-26,1992,,1.0,1.0,,,,,, +22746872,Wohnung,3640.0,3340.0,300.0,109.0,3.5,18.0,01.04.2020,,1.0,,,2.0,"Leutschenbachstrasse 50/50a, 8050 Zürich",2020-01-14,zuerich,2020-02-26,2010,,,,,,,,,1.0 +22739249,Wohnung,1703.0,1528.0,175.0,75.0,2.5,1.0,01.04.2020,1.0,,100.0,200.0,,"Köschenrütistrasse 6, 8052 Zürich",2020-01-14,zuerich,2020-02-26,,,,1.0,,500.0,500.0,,1800.0,1.0 +22741330,Dachwohnung,3260.0,3033.0,227.0,72.0,3.5,,nachVereinbarung,1.0,,148.0,129.0,3.0,"Zürich, 8002 Zürich",2020-01-14,zuerich,2020-02-26,1992,,,1.0,,,,,, +22736146,Wohnung,2661.0,2311.0,350.0,103.0,4.5,2.0,,,,,,,8052 Zürich,2020-01-13,zuerich,2020-02-26,,,,,,,,,, +23001512,Wohnung,2050.0,1770.0,280.0,90.0,3.5,2.0,01.04.2020,1.0,,250.0,600.0,,"Im Glockenacker 59, 8053 Zürich",2020-01-13,zuerich,2020-02-26,,1.0,1.0,1.0,1.0,,,,,1.0 +22988570,Wohnung,2200.0,1990.0,210.0,38.0,2.0,3.0,01.04.2020,,1.0,,,,"Rindermarkt 18, 8001 Zürich",2020-01-14,zuerich,2020-02-26,1375,,1.0,1.0,,,,,, +22736811,Wohnung,1865.0,1710.0,155.0,58.0,2.0,2.0,01.03.2020,,1.0,,,,"Badenerstrasse 434, 8004 Zürich",2020-01-13,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22736106,Wohnung,3850.0,3600.0,250.0,115.0,2.5,19.0,,1.0,1.0,,,4.0,"Pfingstweidstrasse 98, 8005 Zürich",2020-01-13,zuerich,2020-02-26,2016,,,1.0,,,,,,1.0 +22963824,Wohnung,1500.0,,,,2.0,,nachVereinbarung,,,,,,8004 Zürich ZH,2020-01-13,zuerich,2020-02-26,,,,,,,,,, +23008034,Wohnung,2950.0,2700.0,250.0,95.0,3.0,0.0,sofort,1.0,,200.0,300.0,4.0,"Friedhofstrasse 64, 8048 Zürich",,zuerich,2020-02-26,2019,,,1.0,1.0,200.0,200.0,200.0,500.0, +22740113,Wohnung,2266.0,2056.0,210.0,73.0,2.5,11.0,nachVereinbarung,1.0,1.0,50.0,20.0,3.0,"Grosswiesenstrasse 167, 8051 Zürich",2020-01-14,zuerich,2020-02-26,2014,,,,,,,,,1.0 +22738172,Wohnung,2661.0,2311.0,350.0,103.0,4.5,2.0,01.04.2020,,,70.0,1000.0,3.0,"Leimgrübelstrasse 22, 8052 Zürich",2020-01-13,zuerich,2020-02-26,1974,1.0,,1.0,,300.0,1100.0,1100.0,,1.0 +22736591,Wohnung,2660.0,2460.0,200.0,80.0,3.5,1.0,01.04.2020,1.0,,,,,"Stapferstrasse 41c, 8006 Zürich",2020-01-13,zuerich,2020-02-26,,,,1.0,,,,,, +22830190,Maisonette,2980.0,,,,4.0,,nachVereinbarung,,,,,,8049 Zürich ZH,2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22733655,Wohnung,3250.0,3000.0,250.0,100.0,4.0,2.0,01.03.2020,1.0,,50.0,100.0,4.0,"Schaffhauserplatz, 8006 Zürich",2020-01-13,zuerich,2020-02-26,1935,,,1.0,,,,,, +22732592,Wohnung,1600.0,,,26.0,1.0,3.0,sofort,1.0,,,,,"Stampfenbachstrasse 151, 8006 Zürich ZH",2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22740016,Wohnung,110.0,,,,1.0,,nachVereinbarung,,,,,,8051 Zürich ZH,2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22737001,Wohnung,1890.0,1717.0,173.0,56.0,3.0,2.0,01.04.2020,,,,,,"Griesernweg 21, 8037 Zürich",2020-01-13,zuerich,2020-02-26,,,,1.0,,,,,, +22732952,Wohnung,1100.0,,,,1.0,,nachVereinbarung,,,,,,8053 Zürich ZH,2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22735137,Wohnung,2027.0,1812.0,215.0,,3.5,1.0,01.04.2020,1.0,1.0,30.0,200.0,,"Naglerwiesenstrasse 42, 8049 Zürich",,zuerich,2020-02-26,1982,,,1.0,1.0,200.0,300.0,500.0,,1.0 +22735169,Wohnung,1680.0,1460.0,220.0,,2.0,3.0,sofort,1.0,1.0,,,,"Ackerstrasse, 31, 8005 Zürich ZH",2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22734534,Wohnung,3945.0,3755.0,190.0,86.0,2.5,,01.04.2020,1.0,,,,,"Traubenstrasse, 8002 Zürich",2020-01-13,zuerich,2020-02-26,,,,,,,,,, +22736097,Wohnung,8900.0,,,189.0,6.0,3.0,sofort,,1.0,10.0,10.0,,8002 Zürich,2020-01-13,zuerich,2020-02-26,,,,1.0,,,,,, +22726078,Maisonette,3995.0,3595.0,400.0,182.0,5.5,0.0,01.04.2020,1.0,1.0,,100.0,5.0,"Buckhauserstrasse 31, 8048 Zürich",2020-01-11,zuerich,2020-02-26,2007,1.0,,,1.0,,,,,1.0 +22724464,Wohnung,180.0,,,,,,nachVereinbarung,,,,,,8037 Zürich ZH,2020-01-10,zuerich,2020-02-26,,,,,,,,,, +22725649,Wohnung,6560.0,5720.0,840.0,305.0,12.5,3.0,sofort,,1.0,100.0,,,"Genossenschaftsstrasse 13, 8050 Zürich",2020-01-11,zuerich,2020-02-26,2015,,,,1.0,50.0,100.0,100.0,, +22112731,Wohnung,2650.0,2300.0,350.0,96.0,3.5,0.0,nachVereinbarung,1.0,1.0,,500.0,,"Furttalstrasse, 8046 Zürich",,zuerich,2020-02-26,2019,,1.0,1.0,1.0,400.0,600.0,,900.0,1.0 +22726725,Wohnung,3110.0,2850.0,260.0,78.0,2.5,2.0,01.04.2020,,,100.0,300.0,,"Rebgasse 8, 8004 Zürich",2020-01-10,zuerich,2020-02-26,,,,,,,,,750.0, +22723109,Wohnung,1490.0,1280.0,210.0,41.0,1.0,1.0,01.04.2020,,1.0,,,,"Forsterstrasse 48, 8044 Zürich",2020-01-10,zuerich,2020-02-26,,,,,,,,,, +22727844,Wohnung,2812.0,2446.0,366.0,,5.5,2.0,,,,,,,"Tüfweg 1, 8044 Gockhausen",2020-01-11,zuerich,2020-02-26,,,,,,,,,, +22723112,Wohnung,1860.0,1650.0,210.0,57.0,3.0,0.0,16.04.2020,1.0,,,,,"Wehntalerstrasse 500, 8046 Zürich",2020-01-10,zuerich,2020-02-26,,1.0,,,,,,,, +22725655,Wohnung,3195.0,2975.0,220.0,100.0,3.5,0.0,01.04.2020,1.0,1.0,200.0,200.0,,"Berninastrasse, 8057 Zürich",2020-01-11,zuerich,2020-02-26,,1.0,,1.0,1.0,250.0,600.0,450.0,1200.0,1.0 +22722155,Wohnung,1750.0,1620.0,130.0,35.0,1.5,1.0,01.04.2020,,1.0,400.0,900.0,3.0,"Hofackerstr. 14, 8032 Zürich",2020-01-10,zuerich,2020-02-26,1962,,1.0,,,,,,, +22718919,Wohnung,2625.0,,,,3.0,,nachVereinbarung,,,,,,8055 Zürich ZH,2020-01-10,zuerich,2020-02-26,,,,,,,,,, +22722147,Wohnung,1690.0,1510.0,180.0,58.0,2.5,0.0,01.03.2020,,1.0,200.0,300.0,3.0,"Aprikosenstr. 28, 8051 Zürich",2020-01-10,zuerich,2020-02-26,1958,,1.0,,,200.0,200.0,300.0,, +22723098,Wohnung,3100.0,2900.0,200.0,66.0,2.5,2.0,01.04.2020,1.0,1.0,,,4.0,"Arbenzstrasse 20, 8008 Zürich",2020-01-10,zuerich,2020-02-26,2019,,,1.0,,,,,, +22112734,Wohnung,2500.0,2150.0,350.0,94.0,3.5,0.0,nachVereinbarung,1.0,1.0,,,4.0,"Furttalstrasse, 8046 Zürich",2020-01-10,zuerich,2020-02-26,2019,1.0,1.0,1.0,1.0,,,,,1.0 +22719512,Wohnung,1443.0,1303.0,140.0,55.0,2.5,1.0,01.04.2020,1.0,,400.0,400.0,5.0,"Grossackerstrasse 102, 8041 Zürich",2020-01-10,zuerich,2020-02-26,1981,,,,,,,500.0,1500.0, +22716148,Wohnung,1100.0,,,,1.0,4.0,sofort,1.0,1.0,,,,8001 Zürich ZH,2020-01-09,zuerich,2020-02-26,,,,1.0,,,,,, +22722326,Maisonette,4281.0,3852.0,429.0,137.0,4.5,6.0,16.03.2020,,1.0,300.0,400.0,3.0,"Anemonenstrasse 40 F, 8047 Zürich",2020-01-10,zuerich,2020-02-26,2007,,,1.0,,200.0,600.0,600.0,, +22721606,Wohnung,1928.0,1650.0,278.0,72.0,3.0,2.0,01.04.2020,,1.0,300.0,1000.0,4.0,"Caspar-Wüst-Strasse 59, 8052 Zürich",2020-01-10,zuerich,2020-02-26,1968,1.0,1.0,1.0,,50.0,1700.0,1700.0,,1.0 +22370205,Wohnung,2500.0,2150.0,350.0,80.0,3.5,,,,,,,,8046 Zürich,2020-01-10,zuerich,2020-02-26,,,,,,,,,, +22714424,Wohnung,3500.0,3150.0,350.0,89.0,2.5,1.0,01.04.2020,1.0,,100.0,500.0,,"Winzerstrasse 5, 8049 Zürich",2020-01-20,zuerich,2020-02-26,,1.0,,,,,,,1000.0,1.0 +22714422,Wohnung,3600.0,3250.0,350.0,83.0,2.5,0.0,01.04.2020,1.0,,200.0,500.0,,"Winzerstrasse 5, 8049 Zürich",2020-01-20,zuerich,2020-02-26,,1.0,,,,,,,1000.0,1.0 +22710373,Wohnung,4975.0,,,110.0,4.0,2.0,,,,,,,8008 Zürich,2020-01-09,zuerich,2020-02-26,,,,,,,,,, +22714433,Wohnung,2295.0,2045.0,250.0,69.0,3.0,1.0,01.04.2020,1.0,1.0,100.0,,3.0,"Burstwiesenstrasse 62, 8055 Zürich",2020-01-09,zuerich,2020-02-26,1968,,1.0,1.0,,,,,, +22751112,Wohnung,3700.0,3350.0,350.0,105.0,2.5,20.0,sofort,,1.0,,,4.0,"Pfingstweidstrasse 98, 8005 Zürich",,zuerich,2020-02-26,2015,,1.0,1.0,,,,,, +23012853,Wohnung,600.0,,,,1.0,,nachVereinbarung,,,,,,8003 Zürich ZH,2020-01-09,zuerich,2020-02-26,,,,,,,,,, +22715258,Wohnung,2460.0,2250.0,210.0,67.0,2.5,1.0,sofort,,1.0,,800.0,4.0,"Grabenwies 14, 8057 Zürich",2020-01-09,zuerich,2020-02-26,2013,,1.0,1.0,1.0,200.0,700.0,700.0,, +22714404,Loft,4400.0,4100.0,300.0,98.0,1.5,0.0,sofort,1.0,,200.0,10.0,3.0,"Lagerstrasse 101, 8004 Zürich",2020-01-09,zuerich,2020-02-26,2008,,,1.0,,,,,1400.0, +22714435,Wohnung,1460.0,1390.0,70.0,33.0,1.5,0.0,,1.0,,350.0,450.0,2.0,"Frohburgstrasse 303, 8057 Zürich",2020-01-09,zuerich,2020-02-26,1969,1.0,,,,,,,900.0,1.0 +22720602,Wohnung,2150.0,1940.0,210.0,78.0,3.0,2.0,01.04.2020,,,20.0,50.0,,"Schaffhauserstrasse 308, 8050 Zürich",2020-01-09,zuerich,2020-02-26,,,,,,300.0,300.0,300.0,, +21372668,Wohnung,3120.0,2800.0,320.0,95.0,3.5,2.0,sofort,,1.0,300.0,300.0,4.0,"Etzelsteig 1, 8038 Zürich",2020-01-08,zuerich,2020-02-26,1969,,1.0,1.0,1.0,,266.0,,, +22967898,Wohnung,2020.0,1800.0,220.0,76.0,2.5,1.0,01.04.2020,1.0,,50.0,150.0,,"Witikonerstrasse 427, 8053 Zürich",2020-01-09,zuerich,2020-02-26,,1.0,,1.0,,400.0,400.0,,3500.0, +22708241,Wohnung,2210.0,1960.0,250.0,75.0,2.0,1.0,sofort,1.0,,,,3.0,"Widmerstrasse 93, 8038 Zürich",2020-01-09,zuerich,2020-02-26,1949,,,1.0,,,,,, +22706053,Wohnung,1180.0,970.0,210.0,38.0,1.5,4.0,01.03.2020,,1.0,,200.0,5.0,"Winterthurerstr. 76, 8006 Zürich",2020-01-08,zuerich,2020-02-26,1940,,1.0,1.0,,400.0,400.0,400.0,2000.0, +22993541,Wohnung,1880.0,1690.0,190.0,52.0,2.0,2.0,sofort,1.0,,110.0,250.0,,"Badenerstrasse 653, 8048 Zürich",2020-01-08,zuerich,2020-02-26,,,,1.0,,,,,1700.0, +22712641,Terrassenwohnung,3900.0,,,82.0,3.5,1.0,nachVereinbarung,1.0,,270.0,400.0,,"Kapfstrasse 31, 8032 Zürich",2020-01-08,zuerich,2020-02-26,1980,,,,,,,,, +23026103,Wohnung,1150.0,,,,1.0,,nachVereinbarung,,,,,,8005 Zürich ZH,2020-01-08,zuerich,2020-02-26,,,,,,,,,, +22705234,Wohnung,400.0,,,,1.0,,nachVereinbarung,,,,,,8008 Zürich ZH,2020-01-08,zuerich,2020-02-26,,,,,,,,,, +23001480,Wohnung,5000.0,4650.0,350.0,130.0,4.5,,nachVereinbarung,1.0,1.0,,,,8006 Zürich,2020-01-09,zuerich,2020-02-26,,,,,,,,,, +22708227,Wohnung,3800.0,3510.0,290.0,73.0,1.5,4.0,01.04.2020,1.0,1.0,100.0,100.0,,"Am Schanzengraben 19, 8002 Zürich",2020-01-09,zuerich,2020-02-26,,,,,,,,,, +22705200,Wohnung,1762.0,1622.0,140.0,63.0,2.0,6.0,01.04.2020,,,50.0,50.0,,"Manessestrasse 128, 8045 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,,,,1000.0, +22702978,Wohnung,3900.0,3700.0,200.0,71.0,3.5,5.0,01.04.2020,,1.0,,,,"Manessestrasse 92, 8045 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,,,,, +22705194,Wohnung,3300.0,3000.0,300.0,155.0,4.5,2.0,01.08.2020,1.0,,,,6.0,"Frohburgstrasse 80, 8006 Zürich",2020-01-08,zuerich,2020-02-26,1920,1.0,,1.0,1.0,,,,, +22705202,Wohnung,1980.0,1810.0,170.0,70.0,3.0,4.0,01.04.2020,,,50.0,50.0,,"Manessestrasse 128, 8045 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,100.0,100.0,,1000.0, +22701451,Wohnung,2599.0,2299.0,300.0,86.0,3.0,3.0,nachVereinbarung,1.0,,,,,8002 Zürich ZH,2020-01-08,zuerich,2020-02-26,,1.0,,,,,,,, +22704046,Wohnung,2630.0,2450.0,180.0,58.0,3.0,4.0,16.04.2020,,,,,2.0,"Pflanzschulstrasse 51, 8004 Zürich",2020-01-08,zuerich,2020-02-26,1932,,,1.0,,,,,, +22702980,Wohnung,2400.0,2230.0,170.0,53.0,2.5,1.0,01.04.2020,1.0,1.0,,,,"Manessestrasse 92, 8045 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,,,,, +22918966,Wohnung,1225.0,1145.0,80.0,33.0,1.5,0.0,01.04.2020,,,50.0,50.0,,"Zelglistrasse 12, 8046 Zürich",2020-01-08,zuerich,2020-02-26,,,1.0,1.0,,,,,, +22702982,Wohnung,2970.0,2800.0,170.0,64.0,2.5,5.0,01.04.2020,1.0,1.0,,,,"Manessestrasse 92, 8045 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,,,,, +22700143,Wohnung,8400.0,7900.0,500.0,165.0,4.5,4.0,01.04.2020,1.0,1.0,150.0,250.0,,"Arosastrasse 27, 8008 Zürich",2020-01-08,zuerich,2020-02-26,,1.0,,,1.0,,,,,1.0 +22888865,Wohnung,3868.0,3600.0,268.0,143.0,4.5,2.0,01.04.2020,,1.0,200.0,200.0,,"Berninastrasse 53, 8057 Zürich",2020-01-08,zuerich,2020-02-26,,,,1.0,1.0,,400.0,400.0,,1.0 +23012827,Wohnung,3100.0,,,125.0,4.5,0.0,sofort,1.0,1.0,200.0,700.0,,"Frohburgstrasse 322, 8057 Zürich",2020-01-07,zuerich,2020-02-26,,1.0,,,1.0,600.0,600.0,,300.0,1.0 +22700144,Wohnung,1140.0,,,,1.0,0.0,01.04.2020,,,100.0,300.0,,"FRÖBELSTRASSE 26, 8032 Zürich",2020-01-08,zuerich,2020-02-26,,,,,,,,,, +22901785,Wohnung,5830.0,5430.0,400.0,151.0,5.5,,01.03.2020,1.0,1.0,,,,8038 Zürich,2020-01-08,zuerich,2020-02-26,,1.0,,,,,,,,1.0 +22701512,Wohnung,1700.0,,,80.0,2.5,3.0,sofort,1.0,,100.0,,,"Schürgistr. 71, 8051 Zürich",,zuerich,2020-02-26,,,,,1.0,,,,,1.0 +22701488,Wohnung,2510.0,2260.0,250.0,81.0,3.5,1.0,01.04.2020,1.0,,,,5.0,"Oberwiesenstrasse 67, 8050 Zürich",,zuerich,2020-02-26,2018,,,1.0,,,,,, +22949170,Wohnung,1785.0,1555.0,230.0,32.0,1.5,4.0,01.04.2020,,,200.0,500.0,,"Nägelihof 3, 8001 Zürich",2020-01-08,zuerich,2020-02-26,,,,1.0,,,,,, +22967884,Wohnung,2800.0,2650.0,150.0,80.0,2.5,0.0,01.04.2020,1.0,,200.0,200.0,,"Restelbergstrasse 26, 8044 Zürich",2020-01-07,zuerich,2020-02-26,,1.0,,,,,,,,1.0 +23028097,Wohnung,2724.0,2534.0,190.0,122.0,4.5,1.0,15.06.2020,1.0,1.0,200.0,400.0,5.0,"Rösslimatte 52, 6005 Luzern",,luzern,2020-02-26,2005,,1.0,1.0,1.0,250.0,450.0,450.0,1000.0,1.0 +23029830,Wohnung,1670.0,1440.0,230.0,60.0,3.5,3.0,01.07.2020,1.0,,250.0,290.0,,"Hünenbergstrasse 12, 6006 Luzern",,luzern,2020-02-26,,1.0,,1.0,,490.0,390.0,,, +23028205,Wohnung,1200.0,1060.0,140.0,,2.0,1.0,01.06.2020,1.0,,460.0,220.0,,"Tribschenstrasse 100, 6005 Luzern",2020-02-26,luzern,2020-02-26,1953,,1.0,1.0,,630.0,600.0,550.0,, +23027234,Wohnung,1720.0,1490.0,230.0,86.0,4.0,3.0,01.03.2020,1.0,1.0,,,,"Thorenbergstrasse 15, 6014 Luzern",2020-02-26,luzern,2020-02-26,,1.0,,,1.0,,,,,1.0 +14070830,Wohnung,1510.0,1300.0,210.0,75.0,4.0,3.0,16.07.2020,1.0,,,,,"Weinberglistrasse 83, 6005 Luzern",2020-02-26,luzern,2020-02-26,,,,1.0,,,,,, +23026894,Wohnung,1636.0,1436.0,200.0,56.0,2.5,2.0,01.05.2020,1.0,1.0,200.0,250.0,4.0,"Kreuzbuchstrasse 35a, 6006 Luzern",,luzern,2020-02-26,1995,,,,,,,,4000.0, +23028203,Wohnung,1600.0,1370.0,230.0,,3.0,2.0,01.06.2020,,,310.0,150.0,,"Kleinmattstrasse 14, 6003 Luzern",,luzern,2020-02-26,,,1.0,,,400.0,380.0,770.0,, +23027235,Wohnung,1470.0,1270.0,200.0,72.0,3.0,1.0,sofort,1.0,1.0,,,,"Thorenbergstrasse 15, 6014 Luzern",2020-02-26,luzern,2020-02-26,,1.0,,,1.0,,,,,1.0 +23025655,Wohnung,1372.0,1200.0,172.0,62.0,3.0,,01.05.2020,1.0,1.0,300.0,750.0,,"Eschenstrasse 20, 6005 Luzern",2020-02-26,luzern,2020-02-26,,,,,,400.0,400.0,600.0,750.0, +23027130,Wohnung,2050.0,1800.0,250.0,77.0,2.5,0.0,01.04.2020,,,300.0,900.0,3.0,"Hünenbergstrasse 50, 6006 Luzern",2020-02-26,luzern,2020-02-26,1951,1.0,1.0,1.0,,1300.0,1700.0,1700.0,, +23023554,Wohnung,1980.0,1830.0,150.0,75.0,3.5,3.0,01.04.2020,1.0,1.0,,,,"Voltastrasse, 6005 Luzern",2020-02-26,luzern,2020-02-26,,1.0,,1.0,,,,,, +23021475,Wohnung,2650.0,2450.0,200.0,110.0,5.5,2.0,01.04.2020,1.0,,400.0,70.0,4.0,6003 Luzern,2020-02-26,luzern,2020-02-26,1903,,,,1.0,200.0,200.0,,500.0, +23024384,Wohnung,1350.0,,,70.0,3.0,,01.06.2020,,,,,,"Fluhmühle, 6015 Luzern",2020-02-26,luzern,2020-02-26,,,,,,,,,, +23023643,Dachwohnung,1400.0,1200.0,200.0,60.0,2.5,5.0,01.05.2020,,,2.0,300.0,5.0,"Bruchmattstrasse 26, 6003 Luzern",2020-02-26,luzern,2020-02-26,1904,,1.0,1.0,,100.0,100.0,500.0,500.0, +23023578,Wohnung,1360.0,1170.0,190.0,76.0,3.5,1.0,01.05.2020,1.0,,,,,"Mattweg 15, 6014 Luzern",2020-02-26,luzern,2020-02-26,,1.0,,,,,,,,1.0 +23023679,Wohnung,2990.0,2600.0,390.0,130.0,5.5,0.0,01.05.2020,1.0,1.0,250.0,500.0,4.0,6005 Luzern,2020-02-26,luzern,2020-02-26,1972,,,1.0,,300.0,300.0,1500.0,1000.0,1.0 +23030079,Wohnung,990.0,870.0,120.0,30.0,1.0,1.0,sofort,,,,,,"Birkenstrasse 5, 6003 Luzern",2020-02-26,luzern,2020-02-26,,,,,,,,,, +23023781,Wohnung,2050.0,1800.0,250.0,77.0,2.5,,,,,,,,6006 Luzern,2020-02-26,luzern,2020-02-26,,,,,,,,,, +23021474,Wohnung,1560.0,1400.0,160.0,62.0,3.0,1.0,sofort,1.0,1.0,200.0,400.0,5.0,"Zähringerstrasse 3, 6003 Luzern",2020-02-26,luzern,2020-02-26,1900,1.0,,1.0,,,,,700.0, +23018772,Wohnung,1670.0,1520.0,150.0,72.0,3.5,6.0,,,,,,,6006 Luzern,2020-02-25,luzern,2020-02-26,,,,,,,,,, +23025741,Wohnung,1590.0,,,70.0,3.5,2.0,01.03.2020,1.0,1.0,,,,"Spannortstrasse 11 11, 6003 Luzern",2020-02-25,luzern,2020-02-26,,1.0,1.0,1.0,,,,,, +23020748,Wohnung,890.0,,,,2.5,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-26,luzern,2020-02-26,,,,,,,,,, +23018634,Wohnung,1290.0,1230.0,60.0,50.0,2.5,1.0,01.04.2020,1.0,1.0,,,6.0,6005 Luzern,2020-02-25,luzern,2020-02-26,2018,1.0,1.0,1.0,,,,,,1.0 +23016539,Wohnung,1750.0,1540.0,210.0,82.0,4.0,3.0,sofort,1.0,,,,,"Zumbachweg 14, 6005 Luzern",2020-02-25,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +23020749,Wohnung,630.0,,,,2.5,,nachVereinbarung,,,,,,6004 Luzern LU,2020-02-26,luzern,2020-02-26,,,,,,,,,, +23017686,Wohnung,720.0,650.0,70.0,17.0,1.0,3.0,15.03.2020,1.0,,,,,"Wesemlinstrasse 1, 6006 Luzern LU",2020-02-25,luzern,2020-02-26,,,1.0,,,,,,, +23029805,Wohnung,1670.0,1520.0,150.0,72.0,3.5,6.0,nachVereinbarung,1.0,1.0,200.0,350.0,5.0,"Seefeldstrasse 9, 6006 Luzern",2020-02-26,luzern,2020-02-26,1960,,,,,1000.0,600.0,600.0,4000.0, +23028305,Wohnung,2230.0,1930.0,300.0,92.0,3.5,7.0,nachVereinbarung,,1.0,25.0,25.0,4.0,"Zihlmattweg 42, 6005 Luzern",2020-02-25,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +23020747,Wohnung,1530.0,1400.0,130.0,63.0,3.5,4.0,01.05.2020,1.0,,100.0,100.0,,"Lädelistrasse 30, 6003 Luzern LU",2020-02-26,luzern,2020-02-26,,,,,,,1000.0,,5000.0, +23021473,Wohnung,528.0,,,,1.0,0.0,sofort,,1.0,,,,"Zähringerstrasse 1, 6003 Luzern",2020-02-25,luzern,2020-02-26,,,,1.0,,,,,, +23013139,Wohnung,1280.0,,,,3.0,3.0,01.04.2020,1.0,,600.0,800.0,,"Heiterweid 26, 6015 Luzern",2020-02-24,luzern,2020-02-26,,1.0,1.0,1.0,,500.0,500.0,500.0,1000.0, +23012000,Wohnung,1490.0,1360.0,130.0,42.0,1.5,6.0,,1.0,1.0,50.0,100.0,,"Waldstätterstrasse 12, 6003 Luzern",2020-02-24,luzern,2020-02-26,,,,1.0,,,,,, +23012008,Wohnung,2200.0,1900.0,300.0,100.0,3.5,0.0,,1.0,,,,,"Tribschenstrasse 46, 6005 Luzern",2020-02-24,luzern,2020-02-26,,1.0,1.0,,,,,,,1.0 +23011999,Wohnung,620.0,430.0,190.0,45.0,2.0,-1.0,sofort,1.0,,100.0,100.0,,"Bernerweg 11, 6003 Luzern",2020-02-24,luzern,2020-02-26,1956,1.0,1.0,1.0,,200.0,200.0,500.0,1000.0, +23011678,Wohnung,2550.0,2300.0,250.0,115.0,4.5,2.0,01.04.2020,1.0,1.0,200.0,800.0,,"Schädrütihalde 20, 6006 Luzern",2020-02-24,luzern,2020-02-26,,,1.0,,,1000.0,1000.0,3000.0,,1.0 +23012005,Wohnung,3900.0,,,131.0,4.5,7.0,,1.0,1.0,50.0,100.0,,"Waldstätterstrasse 23, 6003 Luzern",2020-02-24,luzern,2020-02-26,,,,1.0,,500.0,500.0,500.0,,1.0 +23014551,Wohnung,1750.0,1550.0,200.0,63.0,3.5,4.0,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-24,luzern,2020-02-26,,,1.0,,,,103.0,,1317.0, +23014550,Wohnung,1720.0,,,75.0,2.5,5.0,,,1.0,,,6.0,"Wesemlinstrasse 2, 6006 Luzern",2020-02-24,luzern,2020-02-26,2019,1.0,,,,,,,, +23012254,Wohnung,1530.0,,,63.0,3.5,,01.05.2020,,,,,,"Lädelistrasse, 30, 6003 Luzern",2020-02-24,luzern,2020-02-26,,,,,,,,,, +23011614,Wohnung,1750.0,1550.0,200.0,63.0,3.5,,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-24,luzern,2020-02-26,,,,,,,103.0,,1000.0, +23007230,Maisonette,1490.0,,,86.0,3.5,,nachVereinbarung,,,,,,"Kreuzbuchstrasse 99, 6006 Luzern",2020-02-23,luzern,2020-02-26,,,,,,,,,, +23008676,Wohnung,990.0,870.0,120.0,45.0,1.0,1.0,01.04.2020,1.0,1.0,,,5.0,"Schönbühlring 15, 6005 Luzern LU",2020-02-24,luzern,2020-02-26,1970,,1.0,,,,,,, +23009098,Wohnung,1900.0,,,,3.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-24,luzern,2020-02-26,,,,,,,,,, +23009100,Wohnung,1650.0,1530.0,120.0,65.0,3.5,,01.05.2020,1.0,,,,,"Sonnenbergstrasse 23, 6005 Luzern LU",2020-02-24,luzern,2020-02-26,,,,,,,,,, +23028314,Wohnung,1728.0,1578.0,150.0,59.0,2.5,4.0,nachVereinbarung,,1.0,,,,"Hallwilerweg 2, 6003 Luzern",2020-02-24,luzern,2020-02-26,,1.0,1.0,1.0,,,,,,1.0 +23009329,Wohnung,2517.0,,,,4.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-24,luzern,2020-02-26,,,,,,,,,, +23007135,Wohnung,2550.0,,,,4.5,,01.04.2020,,,,,,"Schädrütihalde 20, 6006 Luzern",2020-02-23,luzern,2020-02-26,,,,,,,,,, +23008837,Wohnung,1900.0,,,,4.5,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-24,luzern,2020-02-26,,,,,,,,,, +23023552,Wohnung,1900.0,,,80.0,3.0,6.0,11.04.2020,1.0,,,,,"Bireggstrasse, 6003 Luzern",2020-02-24,luzern,2020-02-26,,,,,,,,,, +23009101,Wohnung,2560.0,,,106.0,3.5,1.0,nachVereinbarung,1.0,1.0,,,,"Oberseeburg 20, 6006 Luzern LU",2020-02-22,luzern,2020-02-26,,1.0,,,,,,,, +22999798,Wohnung,1550.0,1350.0,200.0,,3.5,2.0,sofort,1.0,,,,,"Baselstrasse 97, 6003 Luzern",2020-02-21,luzern,2020-02-26,,,1.0,1.0,,,,,, +22999531,Wohnung,1918.0,1698.0,220.0,92.0,4.5,3.0,01.05.2020,1.0,1.0,100.0,2000.0,5.0,"Büttenenstrasse 16, 6006 Luzern",2020-02-21,luzern,2020-02-26,1974,,1.0,,1.0,500.0,2000.0,2000.0,, +23007808,Wohnung,900.0,820.0,80.0,24.0,1.0,2.0,01.04.2020,,1.0,,,4.0,"Mühlemattstr. 9, 6004 Luzern",2020-02-22,luzern,2020-02-26,1930,1.0,,1.0,,,,,, +22999532,Wohnung,1390.0,1210.0,180.0,64.0,3.0,2.0,16.03.2020,1.0,1.0,,,,"St. Karlistrasse 52, 6004 Luzern",2020-02-21,luzern,2020-02-26,,,1.0,1.0,,,,,, +23026835,Wohnung,2435.0,2175.0,260.0,105.0,4.5,,01.05.2020,1.0,,100.0,50.0,4.0,"Bruchstrasse 12, 6003 Luzern",2020-02-21,luzern,2020-02-26,1997,,,,,,,,300.0, +23003430,Wohnung,1745.0,1510.0,235.0,97.0,3.5,1.0,sofort,1.0,,50.0,50.0,,"Schädrütistrasse 20, 6006 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,400.0,400.0,2200.0,,1.0 +15836730,Wohnung,1220.0,1100.0,120.0,42.0,2.5,1.0,01.04.2020,,,200.0,2000.0,5.0,"Eichwaldstrasse 11, 6005 Luzern",2020-02-21,luzern,2020-02-26,1890,1.0,,,,1000.0,1000.0,2000.0,1000.0,1.0 +22993179,Wohnung,1940.0,1650.0,290.0,93.0,4.0,3.0,01.07.2020,1.0,,,,5.0,"Imfangstrasse 27, 6005 Luzern",2020-02-21,luzern,2020-02-26,1959,1.0,,1.0,1.0,,,,, +23026832,Wohnung,2985.0,2685.0,300.0,124.0,5.0,,01.04.2020,1.0,1.0,100.0,50.0,,"Schützenstrasse 8, 6003 Luzern",2020-02-20,luzern,2020-02-26,,,,,,,,,300.0, +22997376,Wohnung,1647.0,1407.0,240.0,94.0,4.5,4.0,01.04.2020,1.0,1.0,300.0,,,"Obergütschrain 7, 6003 Luzern",2020-02-21,luzern,2020-02-26,,,1.0,1.0,1.0,500.0,800.0,,1500.0,1.0 +22991234,Wohnung,1810.0,1580.0,230.0,87.0,3.5,2.0,01.06.2020,1.0,1.0,,,,"Ulmenstrasse 30, 6003 Luzern",,luzern,2020-02-26,,,,1.0,,,,,, +22997220,Wohnung,2300.0,2050.0,250.0,120.0,5.5,0.0,01.05.2020,1.0,1.0,250.0,650.0,,"Giselihalde 13, 6006 Luzern",2020-02-21,luzern,2020-02-26,,,1.0,,,500.0,500.0,500.0,5300.0, +23026833,Wohnung,1650.0,1500.0,150.0,59.0,2.0,,01.04.2020,1.0,1.0,100.0,50.0,,"Schützenstrasse 8, 6003 Luzern",2020-02-20,luzern,2020-02-26,,,,,,,,,300.0, +22997277,Wohnung,1750.0,1500.0,250.0,81.0,4.5,5.0,01.05.2020,1.0,1.0,300.0,500.0,,"Fluhmühlerain 18, 6014 Luzern",2020-02-21,luzern,2020-02-26,,,,1.0,,80.0,80.0,1.0,2000.0,1.0 +22991753,Maisonette,1930.0,1750.0,180.0,95.0,3.5,5.0,nachVereinbarung,1.0,1.0,100.0,100.0,,"Fluhmattweg 3, 6004 Luzern",2020-02-20,luzern,2020-02-26,,,,,,,,,, +22997377,Attika,2079.0,1829.0,250.0,82.0,3.5,7.0,01.05.2020,1.0,1.0,,,,"Obergütschrain 7, 6003 Luzern",2020-02-21,luzern,2020-02-26,,,,1.0,1.0,,,,,1.0 +17339224,Wohnung,1250.0,1070.0,180.0,,2.0,2.0,01.05.2020,1.0,,260.0,140.0,,"Kleinmattstrasse 21, 6003 Luzern",,luzern,2020-02-26,,,1.0,,,390.0,370.0,760.0,, +22990911,Wohnung,2490.0,2300.0,190.0,91.0,3.5,3.0,16.03.2020,1.0,1.0,,,,"Bergstrasse 1, 6004 Luzern",2020-02-20,luzern,2020-02-26,,1.0,,1.0,1.0,,,,,1.0 +22986184,Wohnung,1370.0,1150.0,220.0,69.0,3.5,,15.05.2020,1.0,,,,6.0,"Langensandstrasse 46, 6005 Luzern",2020-02-20,luzern,2020-02-26,1955,1.0,,1.0,1.0,,,,, +22990038,Wohnung,2750.0,2500.0,250.0,70.0,3.0,4.0,,,,200.0,100.0,,"Reusssteg 10, 6003 Luzern",2020-02-20,luzern,2020-02-26,,,,1.0,,,,,, +22991669,Wohnung,1430.0,1220.0,210.0,75.0,3.0,1.0,01.04.2020,1.0,,50.0,1000.0,5.0,"Biregghofstrasse 15, 6005 Luzern",2020-02-20,luzern,2020-02-26,1961,,,1.0,,50.0,50.0,1000.0,1000.0, +22986533,Wohnung,1293.0,,,50.0,2.5,3.0,01.04.2020,1.0,1.0,300.0,200.0,5.0,"Rothenpark 1, 6015 Luzern",,luzern,2020-02-26,2010,1.0,1.0,1.0,1.0,500.0,500.0,500.0,400.0,1.0 +22982779,Wohnung,1470.0,1290.0,180.0,85.0,3.5,2.0,,1.0,1.0,300.0,500.0,,"Fluhmülerain 18, 6015 Luzern",2020-02-19,luzern,2020-02-26,,1.0,,,1.0,80.0,80.0,,2000.0,1.0 +22983422,Wohnung,1970.0,,,102.0,3.5,,nachVereinbarung,,,,,,"Cheerstrasse 13e, 6014 Luzern",2020-02-19,luzern,2020-02-26,,,,,,,,,, +22990915,Wohnung,1490.0,1290.0,200.0,72.0,3.0,,nachVereinbarung,1.0,1.0,100.0,100.0,,"Voltastrasse 40, 6005 Luzern",2020-02-20,luzern,2020-02-26,,,,,,,,,, +22991878,Wohnung,2095.0,1760.0,335.0,105.0,4.5,3.0,16.04.2020,1.0,,50.0,150.0,,"Wesemlinhöheweg 1, 6006 Luzern",2020-02-20,luzern,2020-02-26,,,,1.0,,150.0,600.0,,, +22978282,Wohnung,1780.0,1660.0,120.0,,3.5,7.0,01.05.2020,1.0,1.0,90.0,1190.0,,"Zürichstrasse 46, 6004 Luzern",,luzern,2020-02-26,,,1.0,,,1190.0,420.0,,, +22977693,Wohnung,1460.0,,,,2.5,3.0,sofort,1.0,,,,,"Zürichstrasse 32, 6004 Luzern LU",2020-02-18,luzern,2020-02-26,,,,,,,,,, +22982078,Wohnung,1300.0,1175.0,125.0,40.0,2.5,1.0,01.03.2020,,,,,,"Bernstrasse 7, 6003 Luzern",,luzern,2020-02-26,,,,,,,,,, +22981033,Wohnung,1470.0,1330.0,140.0,55.0,2.0,5.0,15.03.2020,,1.0,50.0,250.0,,"Taubenhausstrasse 4, 6005 Luzern",2020-02-19,luzern,2020-02-26,,,,,,,,,, +22982033,Wohnung,1690.0,1460.0,230.0,86.0,4.0,3.0,01.03.2020,1.0,1.0,,,,"Thorenbergstrasse 15, 6014 Luzern",2020-02-19,luzern,2020-02-26,,1.0,,,1.0,,,,,1.0 +22983485,Wohnung,1577.0,,,60.0,2.5,,nachVereinbarung,,,,,,"Bleicherstrasse, 6003 Luzern",2020-02-18,luzern,2020-02-26,,,,,,,,,, +22977630,Wohnung,1800.0,1560.0,240.0,130.0,4.5,4.0,sofort,,,,,,"Zürichstrasse 32, 6004 Luzern LU",2020-02-18,luzern,2020-02-26,,,,,,,,,, +22981031,Wohnung,1423.0,1203.0,220.0,,4.0,1.0,nachVereinbarung,1.0,,5.0,1000.0,,"Hauptstrasse 35, 6015 Luzern",2020-02-19,luzern,2020-02-26,,,,1.0,,120.0,350.0,3400.0,2000.0, +22982212,Wohnung,980.0,800.0,180.0,,3.0,3.0,01.07.2020,,,,,,"Moosmattstrasse 39, 6005 Luzern",2020-02-19,luzern,2020-02-26,,,,,,,,,, +22978384,Wohnung,2735.0,2450.0,285.0,148.0,5.5,1.0,01.04.2020,1.0,1.0,,,,6004 Luzern,2020-02-18,luzern,2020-02-26,,,,,,,,,, +22973966,Wohnung,1577.0,1397.0,180.0,60.0,2.5,3.0,nachVereinbarung,1.0,1.0,,,,"Bleicherstrasse 25, 6003 Luzern",2020-02-18,luzern,2020-02-26,,1.0,,1.0,,,,,, +22975186,Wohnung,995.0,875.0,120.0,,2.0,2.0,,1.0,1.0,200.0,1000.0,,"Würzenbachmatte 31, 6006 Luzern",2020-02-18,luzern,2020-02-26,,,,1.0,,,,,, +22977245,Wohnung,1520.0,1300.0,220.0,,3.0,1.0,sofort,1.0,,100.0,250.0,,"Bodenhofstrasse 28, 6005 Luzern",2020-02-18,luzern,2020-02-26,1951,1.0,1.0,1.0,1.0,100.0,500.0,2000.0,,1.0 +22975178,Wohnung,1190.0,1100.0,90.0,40.0,1.5,3.0,01.05.2020,1.0,1.0,50.0,100.0,,"Waldstätterstrasse 12, 6003 Luzern",2020-02-18,luzern,2020-02-26,,,,1.0,,,,,, +22977258,Wohnung,1504.0,1274.0,230.0,80.0,3.5,3.0,nachVereinbarung,1.0,1.0,,,,"Büttenenstrasse 9, 6006 Luzern",2020-02-18,luzern,2020-02-26,,1.0,,,1.0,,,,, +23013170,Terrassenwohnung,4450.0,4000.0,450.0,150.0,5.0,2.0,nachVereinbarung,1.0,1.0,,,,"Cysatstrasse 15, 6004 Luzern",2020-02-18,luzern,2020-02-26,1932,,1.0,,,,,,, +22976934,Wohnung,2100.0,1700.0,400.0,100.0,3.5,0.0,nachVereinbarung,1.0,,100.0,400.0,5.0,"Schibiweg 5, 6006 Luzern",2020-02-18,luzern,2020-02-26,1936,,,1.0,,300.0,300.0,300.0,2000.0,1.0 +22976258,Wohnung,1660.0,,,69.0,3.5,,01.05.2020,,,,,,"Liebenauweg, 6006 Luzern",2020-02-18,luzern,2020-02-26,,,,,,,,,, +23021096,Wohnung,1685.0,,,86.0,3.5,,01.03.2020,,,,,,"Kreuzbuchstrasse 99, 6006 Luzern",2020-02-18,luzern,2020-02-26,,,,,,,,,, +22975187,Wohnung,1180.0,1020.0,160.0,59.0,2.5,2.0,16.04.2020,,,20.0,,6.0,"Schädrütistrasse 31, 6006 Luzern",2020-02-18,luzern,2020-02-26,1971,,1.0,1.0,,,,,,1.0 +22971870,Maisonette,1565.0,1400.0,165.0,46.0,2.5,2.0,01.09.2020,,,50.0,,,"Hertensteinstrasse 32, 6004 Luzern",2020-02-17,luzern,2020-02-26,,,,,,,,,, +22968398,Wohnung,1480.0,1300.0,180.0,,3.5,3.0,nachVereinbarung,1.0,1.0,,,,"Hauptstrasse 52, 6015 Luzern",2020-02-17,luzern,2020-02-26,,,1.0,1.0,,,,,, +22970337,Wohnung,2070.0,1770.0,300.0,92.0,4.5,10.0,nachVereinbarung,,1.0,25.0,25.0,5.0,"Zihlmattweg 42, 6005 Luzern",2020-02-17,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +22971880,Wohnung,1990.0,1760.0,230.0,77.0,3.5,4.0,nachVereinbarung,,,,,,"Sternmattstrasse 14G, 6005 Luzern",2020-02-17,luzern,2020-02-26,,,,,,,,,, +22989920,Wohnung,2250.0,1990.0,260.0,127.0,5.5,3.0,sofort,1.0,1.0,,,,"Kreuzbuchrain 12, 6006 Luzern",2020-02-17,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22968397,Maisonette,1750.0,1480.0,270.0,100.0,4.5,,nachVereinbarung,,,50.0,10.0,,"Lindenstrasse 29, 6015 Luzern",2020-02-17,luzern,2020-02-26,,,1.0,1.0,,50.0,,,1000.0, +22971879,Wohnung,1560.0,1400.0,160.0,68.0,2.5,1.0,nachVereinbarung,,,,,,"Unterlachenstrasse 19, 6005 Luzern",2020-02-17,luzern,2020-02-26,,,,,,,,,, +22973936,Wohnung,1890.0,1615.0,275.0,90.0,4.0,1.0,nachVereinbarung,1.0,1.0,50.0,150.0,,"Giselistrasse 8, 6006 Luzern",2020-02-18,luzern,2020-02-26,,,1.0,1.0,,100.0,100.0,,,1.0 +22999539,Wohnung,1130.0,990.0,140.0,61.0,3.0,,01.05.2020,1.0,,200.0,600.0,,"Libellenstrasse 24, 6004 Luzern",2020-02-17,luzern,2020-02-26,,,,,1.0,600.0,600.0,,5000.0, +22966459,Wohnung,2301.0,2001.0,300.0,,4.5,,01.05.2020,,1.0,120.0,950.0,,"Stutzrain 36, 6005 St. Niklausen LU",2020-02-17,luzern,2020-02-26,,,,1.0,,,,,3500.0, +22963327,Wohnung,650.0,,,12.0,1.0,3.0,01.04.2020,1.0,1.0,,,,"St. Karlistrasse, 6004 Luzern LU",2020-02-17,luzern,2020-02-26,,1.0,1.0,1.0,,,,,,1.0 +22960745,Wohnung,675.0,,,41.0,2.5,,01.04.2020,,,,,,"Rankhofstrasse 18, 6006 Luzern",2020-02-16,luzern,2020-02-26,,,,,,,,,, +22964957,Dachwohnung,1850.0,1700.0,150.0,,4.0,3.0,sofort,1.0,,,,,"Sentimattstrasse 6, 6003 Luzern",2020-02-17,luzern,2020-02-26,1895,,,,,,,,, +22961458,Wohnung,1370.0,1210.0,160.0,47.0,2.0,2.0,nachVereinbarung,,,150.0,800.0,4.0,"Geissmattstrasse 66, 6004 Luzern",2020-02-16,luzern,2020-02-26,1951,,1.0,1.0,,400.0,600.0,600.0,, +22964933,Wohnung,1490.0,1310.0,180.0,,3.5,1.0,01.05.2020,1.0,1.0,,,,"Obergrundstrasse, 6005 Luzern",2020-02-17,luzern,2020-02-26,,,,,,,,,, +22958511,Wohnung,1400.0,,,,3.5,,06.04.2020,,,,,,"Geissmattstrasse 25, 6004 Luzern",2020-02-15,luzern,2020-02-26,,,,,,,,,, +22961848,Wohnung,5100.0,4500.0,600.0,192.0,6.0,,nachVereinbarung,1.0,1.0,,,3.0,6006 Luzern,,luzern,2020-02-26,1989,,,,,,,,,1.0 +22961409,Dachwohnung,2120.0,1940.0,180.0,,2.5,3.0,01.04.2020,1.0,,200.0,200.0,,"Gesegnetmattstrasse 8a, 6006 Luzern",,luzern,2020-02-26,1900,,1.0,1.0,1.0,400.0,400.0,,2000.0,1.0 +22961459,Wohnung,970.0,900.0,70.0,25.0,1.0,3.0,01.05.2020,,,,,5.0,"Wesemlinstrasse 4, 6006 Luzern",2020-02-16,luzern,2020-02-26,2019,,,,,,,,, +22965091,Wohnung,1850.0,,,82.0,2.5,,sofort,1.0,1.0,,,,"Oberseeburghöhe 14, 6006 Luzern",2020-02-17,luzern,2020-02-26,,1.0,,1.0,,,,,, +22956126,Wohnung,1620.0,1420.0,200.0,63.0,3.5,1.0,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-15,luzern,2020-02-26,,,1.0,,,,103.0,,1317.0, +22954490,Wohnung,1620.0,1420.0,200.0,63.0,3.5,,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-14,luzern,2020-02-26,,,,,,,103.0,,1000.0, +22957534,Wohnung,1740.0,1540.0,200.0,66.0,3.0,,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-15,luzern,2020-02-26,,,,,,,103.0,,1000.0, +22954491,Wohnung,2075.0,1875.0,200.0,75.0,3.5,,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-14,luzern,2020-02-26,,,,,,,103.0,,1000.0, +22961363,Wohnung,1160.0,990.0,170.0,60.0,3.0,2.0,15.03.2020,1.0,,150.0,800.0,5.0,"Obermättliweg 10, 6015 Luzern",,luzern,2020-02-26,1957,,,,,100.0,800.0,800.0,1000.0, +22955831,Wohnung,2070.0,,,,3.5,,nachVereinbarung,,,,,,6005 Luzern LU,2020-02-14,luzern,2020-02-26,,,,,,,,,, +22955832,Wohnung,1980.0,,,,3.5,,nachVereinbarung,,,,,,6005 Luzern LU,2020-02-14,luzern,2020-02-26,,,,,,,,,, +22957535,Wohnung,1740.0,1540.0,200.0,66.0,3.5,,01.04.2020,1.0,1.0,,246.0,,"Maihofstrasse 31, 6006 Luzern",2020-02-15,luzern,2020-02-26,,,,,,,103.0,,1000.0, +22956135,Wohnung,2200.0,1980.0,220.0,122.0,4.5,4.0,01.07.2020,1.0,1.0,300.0,150.0,5.0,"Ruopigenhöhe 22, 6015 Luzern",2020-02-15,luzern,2020-02-26,2008,,1.0,1.0,1.0,500.0,500.0,500.0,1000.0,1.0 +22954884,Wohnung,1350.0,1100.0,250.0,60.0,3.0,6.0,sofort,,1.0,,,,"Stollbergrain 11, 6003 Luzern",2020-02-14,luzern,2020-02-26,,,,1.0,,,,,, +22952458,Wohnung,1321.0,1171.0,150.0,50.0,2.5,,01.03.2020,1.0,,40.0,550.0,,"Geissensteinring 32, 6005 Luzern",2020-02-14,luzern,2020-02-26,,,,1.0,,1310.0,1250.0,,, +22961491,Wohnung,1350.0,1200.0,150.0,57.0,2.5,5.0,sofort,1.0,1.0,,,,"Reusszopf 21, 6015 Luzern",2020-02-14,luzern,2020-02-26,,1.0,1.0,,,,,,,1.0 +22953311,Wohnung,4480.0,4100.0,380.0,159.0,5.5,4.0,,,1.0,90.0,160.0,2.0,"Hofstrasse 1, 6004 Luzern",2020-02-14,luzern,2020-02-26,1900,,,1.0,1.0,,500.0,500.0,, +22952453,Wohnung,1375.0,1180.0,195.0,62.0,3.0,3.0,sofort,1.0,,50.0,780.0,5.0,"Würzenbachstrasse 48, 6006 Luzern",,luzern,2020-02-26,1961,1.0,,1.0,,170.0,520.0,,, +22952201,Wohnung,1750.0,1480.0,270.0,,3.5,1.0,01.03.2020,,,130.0,320.0,,"Seeburgstrasse 8, 6006 Luzern",,luzern,2020-02-26,,,1.0,,,300.0,450.0,,,1.0 +22961842,Wohnung,1981.0,1801.0,180.0,,3.5,1.0,nachVereinbarung,,,,,,"Kreuzbuchstrasse 46, 6006 Luzern",2020-02-14,luzern,2020-02-26,,,,,,,,,, +22961815,Wohnung,3140.0,2780.0,360.0,108.0,3.5,28.0,nachVereinbarung,,1.0,25.0,25.0,,"Zihlmattweg 44, 6005 Luzern",2020-02-14,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +22961234,Wohnung,1650.0,1400.0,250.0,75.0,4.0,1.0,01.04.2020,1.0,,100.0,100.0,,"Burgweg 7, 6014 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,,,,, +22946349,Wohnung,1590.0,1440.0,150.0,77.0,3.5,4.0,01.04.2020,1.0,1.0,50.0,50.0,,"Kellerstrasse 19, 6005 Luzern",2020-02-13,luzern,2020-02-26,,,,1.0,,,,,, +22949454,Wohnung,1540.0,1340.0,200.0,60.0,3.0,,01.04.2020,1.0,1.0,5.0,,,"Maihofstrasse 71, 6006 Luzern",2020-02-14,luzern,2020-02-26,,,,,,,,,, +22949413,Wohnung,2250.0,2000.0,250.0,101.0,2.5,6.0,nachVereinbarung,,1.0,200.0,10.0,4.0,"Weinmarkt 9, 6004 Luzern",2020-02-13,luzern,2020-02-26,1958,,,1.0,,1500.0,1500.0,1500.0,, +22939617,Wohnung,1310.0,1170.0,140.0,43.0,2.0,4.0,01.05.2020,,1.0,,,4.0,"Neustadtstr. 8c, 6003 Luzern",2020-02-12,luzern,2020-02-26,1961,,,,,,184.0,,, +22940887,Wohnung,4200.0,3900.0,300.0,99.0,3.5,7.0,,1.0,1.0,90.0,160.0,,"Hofstrasse 1, 6004 Luzern",2020-02-13,luzern,2020-02-26,1900,,,1.0,1.0,,500.0,500.0,, +22947152,Wohnung,1220.0,1120.0,100.0,44.0,1.5,3.0,01.06.2020,,,,10.0,,"Rössligasse 13, 6003 Luzern",2020-02-13,luzern,2020-02-26,,,,,,,,,250.0, +22949426,Wohnung,2210.0,1970.0,240.0,72.0,3.5,18.0,nachVereinbarung,,1.0,25.0,25.0,3.0,"Zihlmattweg 44, 6005 Luzern",2020-02-13,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +22940072,Wohnung,1060.0,,,135.0,1.0,4.0,01.03.2020,1.0,1.0,,,,"Roessligasse 16, 6004 Luzern LU",2020-02-12,luzern,2020-02-26,,,,1.0,,,,,, +22944976,Wohnung,2380.0,2080.0,300.0,90.0,3.5,3.0,nachVereinbarung,1.0,1.0,,,,"Schützenstrasse 15, 6003 Luzern",2020-02-13,luzern,2020-02-26,,,,1.0,,,,,,1.0 +22938220,Wohnung,1550.0,1450.0,100.0,32.0,1.0,2.0,sofort,,1.0,130.0,500.0,2.0,"Sternmattstrasse 18, 6006 Luzern",,luzern,2020-02-26,2019,,1.0,,,400.0,400.0,400.0,, +22936800,Maisonette,2780.0,2500.0,280.0,,4.0,7.0,15.03.2020,1.0,1.0,,,,"Bundesstrasse 25, 6003 Luzern",2020-02-12,luzern,2020-02-26,,,,1.0,,,,,, +22936804,Attika,2250.0,2100.0,150.0,,1.5,5.0,,1.0,1.0,,,,"Grabenstrasse 13, 6004 Luzern",2020-02-12,luzern,2020-02-26,,,1.0,1.0,,,,,, +22936807,Wohnung,1850.0,1650.0,200.0,71.0,2.5,-1.0,04.04.2020,1.0,1.0,,,,"Bireggring 18, 6005 Luzern",2020-02-12,luzern,2020-02-26,2015,,1.0,,1.0,,,,,1.0 +22939333,Wohnung,1480.0,,,52.0,2.0,0.0,sofort,1.0,1.0,100.0,100.0,4.0,"Zumbachweg 18, 6005 Luzern",2020-02-12,luzern,2020-02-26,1966,,1.0,1.0,1.0,100.0,100.0,300.0,, +22936186,Wohnung,1350.0,1250.0,100.0,19.0,1.0,,01.03.2020,,1.0,130.0,500.0,,"Sternmattstrasse 18, 6005 Luzern",2020-02-12,luzern,2020-02-26,2019,,1.0,,,400.0,400.0,400.0,, +22939462,Wohnung,1590.0,1320.0,270.0,61.0,2.5,3.0,01.04.2020,1.0,1.0,180.0,150.0,4.0,"Schönbühlring 7, 6005 Luzern",2020-02-12,luzern,2020-02-26,1969,1.0,1.0,1.0,1.0,550.0,550.0,1000.0,,1.0 +22936799,Wohnung,2150.0,1850.0,300.0,107.0,4.5,3.0,sofort,1.0,1.0,100.0,100.0,,"Moosstrasse 9, 6003 Luzern",2020-02-12,luzern,2020-02-26,,,,,,,,,500.0, +22935397,Wohnung,1820.0,1670.0,150.0,82.0,2.5,3.0,nachVereinbarung,,,,,,"Mühlenplatz 1, 6004 Luzern",2020-02-12,luzern,2020-02-26,,,,1.0,,,,,, +22936802,Wohnung,600.0,500.0,100.0,21.0,1.0,2.0,01.06.2020,,1.0,200.0,50.0,6.0,"Cysatstrasse 6, 6004 Luzern",2020-02-12,luzern,2020-02-26,1977,,,,,,,,800.0, +22928482,Wohnung,2000.0,1800.0,200.0,98.0,4.5,2.0,sofort,1.0,1.0,280.0,150.0,4.0,"Ruopigenhöhe 20, 6015 Luzern",2020-02-11,luzern,2020-02-26,2000,,,1.0,,200.0,300.0,300.0,, +22932145,Wohnung,1930.0,1680.0,250.0,80.0,4.5,1.0,sofort,,1.0,200.0,200.0,4.0,"Bireggstrasse 20, 6003 Luzern",,luzern,2020-02-26,1923,,1.0,1.0,,500.0,500.0,1000.0,1000.0, +22934689,Wohnung,2010.0,1750.0,260.0,100.0,4.5,3.0,01.06.2020,1.0,1.0,100.0,200.0,,"Seeburgstrasse 8, 6006 Luzern",,luzern,2020-02-26,,,1.0,1.0,1.0,,,,,1.0 +22934391,Wohnung,1790.0,1540.0,250.0,80.0,3.5,4.0,,,,,,,6004 Luzern,2020-02-11,luzern,2020-02-26,,,,,,,,,, +23018745,Wohnung,1361.0,,,,2.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-11,luzern,2020-02-26,,,,,,,,,, +22930215,Wohnung,790.0,640.0,150.0,20.0,1.0,4.0,01.05.2020,,1.0,500.0,1000.0,4.0,"Täschmattstrasse 11, 6015 Luzern",2020-02-11,luzern,2020-02-26,1966,1.0,1.0,1.0,,300.0,1400.0,900.0,, +22930213,Studio,1200.0,,,85.0,1.0,,sofort,,,10.0,100.0,,"Hirtenhofstr. 69, 6005 Luzern",2020-02-11,luzern,2020-02-26,1987,,1.0,1.0,1.0,100.0,100.0,300.0,, +22930765,Wohnung,1400.0,,,,3.5,,nachVereinbarung,,,,,,6004 Luzern LU,2020-02-11,luzern,2020-02-26,,,,,,,,,, +22932096,Wohnung,1430.0,1320.0,110.0,,1.5,2.0,,,1.0,,,,"Obermättlistrasse 14, 6015 Luzern",2020-02-11,luzern,2020-02-26,,1.0,,,1.0,,,,, +22930340,Wohnung,2510.0,2200.0,310.0,99.0,3.5,1.0,01.03.2020,,1.0,200.0,200.0,5.0,"Güterstr. 2, 6005 Luzern",2020-02-11,luzern,2020-02-26,2011,,1.0,1.0,,1600.0,1600.0,1600.0,,1.0 +22919567,Wohnung,1350.0,1200.0,150.0,30.0,1.5,4.0,nachVereinbarung,,,100.0,100.0,,"Grimselweg 4, 6005 Luzern",2020-02-10,luzern,2020-02-26,,,,1.0,,,,,, +22918118,Wohnung,1620.0,1470.0,150.0,75.0,3.5,3.0,sofort,1.0,,120.0,100.0,,"Mattweg 1, 6014 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,30.0,350.0,,,1.0 +22929315,Wohnung,1590.0,1360.0,230.0,76.0,3.5,,nachVereinbarung,,,100.0,100.0,,"Kauffmannweg 26, 6003 Luzern",2020-02-11,luzern,2020-02-26,,,,,,,,,, +22921016,Wohnung,1730.0,1440.0,290.0,94.0,4.0,0.0,nachVereinbarung,,1.0,250.0,300.0,5.0,"Ruopigenstrasse 26, 6015 Luzern",2020-02-10,luzern,2020-02-26,1996,,,,,100.0,100.0,250.0,1500.0, +22921325,Maisonette,4150.0,3750.0,400.0,150.0,5.5,3.0,nachVereinbarung,1.0,,,,,6006 Luzern,2020-02-10,luzern,2020-02-26,,,,,,,,,,1.0 +22923485,Wohnung,1540.0,1290.0,250.0,90.0,3.5,,01.04.2020,1.0,1.0,,,5.0,"Ruopigenring 73, 6015 Luzern",2020-02-11,luzern,2020-02-26,1990,,,,,,,,, +22991050,Wohnung,1790.0,1650.0,140.0,60.0,2.5,0.0,sofort,,1.0,,,,6004 Luzern,2020-02-11,luzern,2020-02-26,,,,,,,,,, +22922438,Wohnung,1480.0,1350.0,130.0,64.0,2.0,4.0,nachVereinbarung,1.0,1.0,200.0,10.0,5.0,"Weinmarkt 11, 6004 Luzern",2020-02-10,luzern,2020-02-26,1956,,,1.0,,1500.0,1500.0,1500.0,, +22912640,Wohnung,1510.0,,,57.0,3.0,,nachVereinbarung,,,,,,6003 Luzern,2020-02-08,luzern,2020-02-26,,,,,,,,,, +22910138,Wohnung,1690.0,1540.0,150.0,75.0,3.5,7.0,nachVereinbarung,1.0,1.0,290.0,610.0,,"Längweiherstrasse 56, 6014 Luzern",2020-02-08,luzern,2020-02-26,,1.0,,,1.0,410.0,540.0,,, +22915715,Wohnung,2190.0,,,,4.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-10,luzern,2020-02-26,,,,,,,,,, +22915714,Wohnung,1900.0,,,,4.0,,nachVereinbarung,,,,,,6005 Luzern LU,2020-02-10,luzern,2020-02-26,,,,,,,,,, +22916696,Wohnung,2000.0,1900.0,100.0,85.0,4.5,1.0,01.05.2020,1.0,,100.0,500.0,5.0,"Bernstrasse 57, 6003 Luzern",2020-02-10,luzern,2020-02-26,2017,1.0,,1.0,,100.0,500.0,800.0,800.0, +22918642,Wohnung,1900.0,1750.0,150.0,72.0,3.0,3.0,01.03.2020,1.0,1.0,20.0,50.0,,"Sempacherstrasse 1, 6003 Luzern",2020-02-10,luzern,2020-02-26,,,,1.0,,,,,800.0, +22920041,Wohnung,1420.0,1260.0,160.0,56.0,2.0,4.0,nachVereinbarung,,1.0,200.0,10.0,4.0,"Weinmarkt 11, 6004 Luzern",2020-02-10,luzern,2020-02-26,1956,,,1.0,,1500.0,1500.0,1500.0,, +22920037,Wohnung,1250.0,1030.0,220.0,55.0,2.5,4.0,nachVereinbarung,1.0,1.0,200.0,1000.0,5.0,"Längweiherstr. 10, 6014 Luzern",2020-02-10,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,200.0,500.0,1500.0,,1.0 +22917234,Wohnung,1570.0,1450.0,120.0,45.0,2.5,3.0,01.04.2020,,1.0,80.0,50.0,,"Bleicherstrasse 16, 6003 Luzern",2020-02-10,luzern,2020-02-26,,,,1.0,,,,,80.0, +22916757,Wohnung,1470.0,1320.0,150.0,65.0,2.5,0.0,01.04.2020,1.0,1.0,300.0,,5.0,"Unterlöchlistrasse 41, 6006 Luzern",2020-02-10,luzern,2020-02-26,2010,,1.0,1.0,,,,,6000.0,1.0 +22909255,Wohnung,1875.0,1610.0,265.0,75.0,3.5,2.0,nachVereinbarung,,1.0,,,4.0,"Liebenauweg 8, 6006 Luzern",2020-02-07,luzern,2020-02-26,1978,,,,,,307.0,,, +22907414,Wohnung,1530.0,1320.0,210.0,58.0,3.0,4.0,,,,,,,6003 Luzern,2020-02-07,luzern,2020-02-26,,,,,,,,,, +22908857,Attika,2100.0,1860.0,240.0,100.0,3.5,,sofort,1.0,1.0,,,5.0,"Thorenbergstrasse 15/17, 6014 Luzern",2020-02-07,luzern,2020-02-26,2019,1.0,,,1.0,,,,,1.0 +22908827,Wohnung,2150.0,1900.0,250.0,89.0,3.0,3.0,sofort,1.0,1.0,100.0,100.0,5.0,"Gibraltarstrasse 32, 6003 Luzern",2020-02-07,luzern,2020-02-26,2012,,,1.0,,,,,, +15292843,Attika,2980.0,2785.0,195.0,140.0,3.0,6.0,sofort,1.0,,100.0,200.0,4.0,"Ledergasse 10, 6004 Luzern",2020-02-07,luzern,2020-02-26,1904,,,1.0,,,,,, +22908841,Dachwohnung,1850.0,1600.0,250.0,93.0,2.5,5.0,01.04.2020,,1.0,400.0,700.0,5.0,"Voltastrasse 26, 6005 Luzern",2020-02-07,luzern,2020-02-26,1932,1.0,,1.0,,300.0,300.0,300.0,, +22905429,Wohnung,1970.0,1750.0,220.0,102.0,3.5,1.0,,1.0,1.0,100.0,400.0,5.0,"Cheerstrasse 13d, 6014 Luzern",2020-02-07,luzern,2020-02-26,2016,,1.0,1.0,1.0,50.0,400.0,500.0,4000.0,1.0 +22909256,Wohnung,1530.0,1320.0,210.0,58.0,3.0,4.0,nachVereinbarung,,,,,,"Bernstrasse 57 b, 6003 Luzern",2020-02-07,luzern,2020-02-26,,,,,,,,,, +22944035,Wohnung,2120.0,,,87.0,3.5,,01.03.2020,1.0,1.0,200.0,300.0,,"Seefeldstrasse, 6006 Luzern",2020-02-07,luzern,2020-02-26,,,,,1.0,470.0,470.0,2200.0,5000.0, +22907407,Wohnung,1875.0,1610.0,265.0,75.0,3.5,2.0,,,,,,,6006 Luzern,2020-02-07,luzern,2020-02-26,,,,,,,,,, +22903923,Wohnung,155.0,,,,,-1.0,sofort,,,,,,"Landenbergstrasse 31, 6005 Luzern",2020-02-07,luzern,2020-02-26,,,,,,,,,, +22903926,Wohnung,1740.0,1570.0,170.0,79.0,4.5,2.0,nachVereinbarung,1.0,,100.0,250.0,,"Langensandstrasse 76, 6005 Luzern",2020-02-07,luzern,2020-02-26,,,,,1.0,,,,, +22903035,Wohnung,1490.0,,,53.0,2.5,2.0,nachVereinbarung,1.0,1.0,20.0,100.0,,"Hirschengraben, 6003 Luzern",2020-02-07,luzern,2020-02-26,,,,1.0,,,,,, +22903825,Wohnung,4990.0,4690.0,300.0,160.0,5.5,1.0,,,,,,3.0,6006 Luzern,2020-02-07,luzern,2020-02-26,2011,,,,1.0,,,,,1.0 +22897419,Wohnung,1880.0,1660.0,220.0,86.0,4.5,2.0,,1.0,1.0,50.0,500.0,,"Hirtenhofstrasse 31, 6005 Luzern",2020-02-06,luzern,2020-02-26,,1.0,,1.0,1.0,100.0,700.0,700.0,, +22991225,Attika,1590.0,1440.0,150.0,63.0,2.5,6.0,01.05.2020,1.0,1.0,350.0,420.0,,"Löwengrube 12, 6014 Luzern",,luzern,2020-02-26,,,,,1.0,500.0,790.0,,,1.0 +22902460,Wohnung,1330.0,1150.0,180.0,45.0,2.0,1.0,01.03.2020,,1.0,,,,"Ledergasse 11, 6004 Luzern",,luzern,2020-02-26,,,,,,,,,, +22894993,Wohnung,1210.0,,,,2.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-06,luzern,2020-02-26,,,,,,,,,, +22900474,Wohnung,2370.0,2020.0,350.0,,5.5,2.0,01.05.2020,1.0,,,,,"Lützelmattstrasse 18, 6006 Luzern",2020-02-06,luzern,2020-02-26,,,,,1.0,,,,, +22907738,Wohnung,1120.0,990.0,130.0,48.0,2.0,3.0,16.03.2020,,,100.0,250.0,,"Waldweg 14, 6005 Luzern",2020-02-07,luzern,2020-02-26,,,,1.0,,,,,,1.0 +22892300,Wohnung,1920.0,1750.0,170.0,95.0,4.5,2.0,01.05.2020,1.0,,,,5.0,"Biregghang 8, 6005 Luzern",2020-02-06,luzern,2020-02-26,1956,1.0,,1.0,,,,,, +22888151,Wohnung,1560.0,1450.0,110.0,,2.0,1.0,,1.0,,,,,"Unterlachenstrasse 29, 6005 Luzern",2020-02-05,luzern,2020-02-26,,,,1.0,,,,,, +22893950,Wohnung,190.0,,,,1.0,,nachVereinbarung,,,,,,6002 Luzern LU,2020-02-06,luzern,2020-02-26,,,,,,,,,, +22890091,Terrassenwohnung,1950.0,1750.0,200.0,67.0,3.5,2.0,sofort,1.0,1.0,,,,"Mühlenplatz 12, 6006 Luzern",2020-02-05,luzern,2020-02-26,,,,1.0,,,,,, +22887836,Wohnung,800.0,,,90.0,1.0,5.0,sofort,,1.0,,,,"Winkelriedstr. 58, 6003 Luzern LU",2020-02-05,luzern,2020-02-26,1973,,,,,,,,, +22890095,Wohnung,1900.0,1700.0,200.0,76.0,3.0,5.0,sofort,,1.0,,,,"Mühlenplatz 12, 6006 Luzern",2020-02-05,luzern,2020-02-26,,,,1.0,,,,,, +22984778,Wohnung,1489.0,1359.0,130.0,81.0,3.0,0.0,nachVereinbarung,,,,,,"Sternmattstrasse 6, 6005 Luzern",2020-02-05,luzern,2020-02-26,,,,,,,,,, +22894233,Wohnung,2500.0,2250.0,250.0,104.0,4.5,0.0,01.05.2020,,,,,,"Kreuzbuchrain 14, 6006 Luzern",2020-02-06,luzern,2020-02-26,,1.0,1.0,1.0,1.0,,,,,1.0 +22902436,Wohnung,1810.0,1580.0,230.0,88.0,4.5,5.0,nachVereinbarung,1.0,1.0,200.0,350.0,5.0,"Seefeldstrasse 11, 6006 Luzern",2020-02-05,luzern,2020-02-26,1960,,,,,1000.0,600.0,600.0,4000.0, +22884647,Wohnung,3010.0,2710.0,300.0,121.0,5.5,2.0,01.05.2020,1.0,1.0,,,,"Seefeldstrasse, 6006 Luzern",2020-02-04,luzern,2020-02-26,,1.0,1.0,1.0,1.0,,,,,1.0 +22901190,Wohnung,3590.0,3200.0,390.0,148.0,4.5,6.0,01.05.2020,,1.0,200.0,200.0,4.0,"Rösslimattstrasse 4, 6005 Luzern",2020-02-05,luzern,2020-02-26,2011,,1.0,1.0,,1600.0,1600.0,1600.0,,1.0 +22884640,Wohnung,1650.0,1400.0,250.0,74.0,3.0,3.0,,1.0,1.0,150.0,200.0,5.0,"Gütschstrasse 5, 6003 Luzern",2020-02-04,luzern,2020-02-26,1954,,1.0,1.0,1.0,100.0,800.0,3300.0,200.0,1.0 +22901425,Wohnung,1450.0,1250.0,200.0,,3.0,1.0,sofort,1.0,,,,,"Imfangstrasse 29, 6005 Luzern",2020-02-05,luzern,2020-02-26,,,,1.0,,,,,,1.0 +22901427,Wohnung,1830.0,1500.0,330.0,,5.0,2.0,sofort,1.0,,250.0,300.0,,"Imfangring 22, 6005 Luzern",2020-02-05,luzern,2020-02-26,,1.0,,,1.0,,,,,1.0 +22880876,Wohnung,1780.0,1550.0,230.0,,3.5,2.0,01.05.2020,1.0,1.0,120.0,310.0,,"Seeburgstrasse 12, 6006 Luzern",,luzern,2020-02-26,,,1.0,1.0,,290.0,440.0,,,1.0 +22885540,Wohnung,1145.0,,,,1.0,,nachVereinbarung,,,,,,6006 Luzern LU,2020-02-05,luzern,2020-02-26,,,,,,,,,, +22880874,Wohnung,770.0,630.0,140.0,,1.0,1.0,01.05.2020,,,290.0,160.0,,"Bireggstrasse 32, 6003 Luzern",,luzern,2020-02-26,,,1.0,,,410.0,540.0,780.0,, +22885265,Wohnung,2650.0,2300.0,350.0,115.0,6.0,1.0,16.07.2020,1.0,,50.0,50.0,,"Schädrütistrasse 18, 6006 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,400.0,400.0,2200.0,,1.0 +22884648,Attika,3550.0,3300.0,250.0,108.0,4.5,4.0,01.03.2020,1.0,1.0,,,,"Seefeldstrasse, 6006 Luzern",2020-02-04,luzern,2020-02-26,,1.0,1.0,1.0,1.0,,,,,1.0 +22880706,Wohnung,1810.0,,,72.0,3.0,,05.07.2020,,,,,,"Zihlmattweg 42, 6005 Luzern",2020-02-04,luzern,2020-02-26,,,,,,,,,, +22873175,Attika,2290.0,2030.0,260.0,97.0,3.5,2.0,01.05.2020,1.0,1.0,,,5.0,"Lützelmattstrasse 7, 6006 Luzern",2020-02-03,luzern,2020-02-26,2007,,1.0,,,,,,, +22876172,Wohnung,647.0,,,11.0,1.0,5.0,04.04.2020,1.0,1.0,,,,"Voltastrasse 40, 6005 Luzern LU",2020-02-04,luzern,2020-02-26,,,,1.0,,,,,, +22875593,Wohnung,3030.0,2780.0,250.0,126.0,4.5,2.0,01.05.2020,,1.0,500.0,500.0,3.0,"Morgartenstrasse 17, 6003 Luzern",2020-02-04,luzern,2020-02-26,1955,,,,,,,,, +22873228,Studio,1190.0,1050.0,140.0,25.0,1.5,2.0,sofort,,1.0,,200.0,3.0,"Rodteggstrasse 20, 6005 Luzern",2020-02-03,luzern,2020-02-26,2013,1.0,,1.0,,,,,,1.0 +22878078,Wohnung,1575.0,,,77.0,2.0,-1.0,01.04.2020,1.0,,200.0,500.0,,"Luegetenstrasse 13, 6004 Luzern",2020-02-04,luzern,2020-02-26,,1.0,,1.0,,,,,, +22873040,Wohnung,1190.0,980.0,210.0,57.0,3.0,1.0,01.04.2020,,1.0,300.0,1000.0,5.0,"Fluhmühlerain 1, 6015 Luzern",,luzern,2020-02-26,1960,,,,,200.0,200.0,,1500.0,1.0 +22880872,Wohnung,1770.0,1550.0,220.0,,3.5,0.0,01.05.2020,1.0,1.0,120.0,310.0,,"Seeburgstrasse 12, 6006 Luzern",,luzern,2020-02-26,,,1.0,,,290.0,440.0,,,1.0 +22936809,Wohnung,1960.0,1730.0,230.0,89.0,4.5,1.0,,1.0,1.0,100.0,500.0,,"Hirtenhofstrasse 36, 6005 Luzern",2020-02-03,luzern,2020-02-26,,1.0,,1.0,,,,,, +22868467,Wohnung,2130.0,1830.0,300.0,93.0,4.5,,01.03.2020,1.0,1.0,,,,"Zihlmattweg 42, 6005 Luzern",2020-02-03,luzern,2020-02-26,,,1.0,1.0,,,,,,1.0 +22871778,Wohnung,3300.0,3300.0,350.0,133.0,3.5,3.0,,,,,,,6004 Luzern,2020-02-03,luzern,2020-02-26,,,,,,,,,, +22868280,Wohnung,1500.0,1300.0,200.0,82.0,4.0,1.0,nachVereinbarung,1.0,,,,6.0,"Schädrütistrasse 42, 6006 Luzern",2020-02-03,luzern,2020-02-26,1960,,,1.0,,,,,, +22868365,Dachwohnung,2200.0,2070.0,130.0,60.0,3.0,,15.07.2020,1.0,1.0,150.0,100.0,,6005 Luzern,2020-02-03,luzern,2020-02-26,,,,,,,300.0,,1000.0, +22868674,Wohnung,1780.0,1520.0,260.0,74.0,4.0,2.0,sofort,1.0,,,,4.0,"Hirtenhofstrasse 6, 6005 Luzern",2020-02-03,luzern,2020-02-26,1974,1.0,1.0,1.0,,,,,,1.0 +22870038,Wohnung,1380.0,1150.0,230.0,,3.5,4.0,01.04.2020,,,400.0,2500.0,,"Thorenbergstrasse 13, 6014 Luzern",2020-02-03,luzern,2020-02-26,,1.0,,1.0,,,,,3000.0, +22868375,Wohnung,1650.0,1450.0,200.0,68.0,3.0,4.0,01.03.2020,1.0,,,,,"Dreilindenstrasse 15, 6006 Luzern",2020-02-03,luzern,2020-02-26,,,,1.0,,,,,, +13481986,Wohnung,2231.0,1981.0,250.0,101.0,4.5,5.0,13.03.2020,1.0,,50.0,50.0,4.0,"Wesemlinstrasse 1, 6006 Luzern",2020-02-03,luzern,2020-02-26,1920,,,1.0,,50.0,50.0,50.0,2000.0, +22879900,Wohnung,2490.0,2190.0,300.0,110.0,4.5,,sofort,1.0,1.0,300.0,,4.0,"Kreuzbuchstrasse 97, 6006 Luzern",2020-02-03,luzern,2020-02-26,1976,1.0,,1.0,1.0,,,,, +22870019,Dachwohnung,1485.0,1300.0,185.0,55.0,2.5,6.0,sofort,1.0,,80.0,200.0,,"Bireggstrasse 11, 6003 Luzern",2020-02-03,luzern,2020-02-26,,,,1.0,,,,,1200.0, +22859706,Wohnung,1300.0,1090.0,210.0,,3.5,,01.04.2020,1.0,,,,,"Unterwilrain 40, 6014 Luzern",2020-01-31,luzern,2020-02-26,,,,,1.0,,,,, +22868312,Wohnung,1795.0,1615.0,180.0,75.0,3.0,3.0,sofort,1.0,,300.0,400.0,4.0,"Rankhofstrasse 20, 6006 Luzern",2020-02-01,luzern,2020-02-26,1940,1.0,,1.0,,400.0,400.0,,1000.0, +22861695,Wohnung,1570.0,1330.0,240.0,82.0,3.5,11.0,nachVereinbarung,,1.0,800.0,1100.0,5.0,"Waldstrasse 5, 6015 Luzern",2020-01-31,luzern,2020-02-26,1970,1.0,,1.0,,450.0,450.0,1500.0,,1.0 +22858565,Wohnung,1930.0,1800.0,130.0,,3.0,,01.04.2020,1.0,,30.0,300.0,,"Klosterstrasse 17, 6003 Luzern",,luzern,2020-02-26,,,1.0,,1.0,460.0,460.0,,, +22859704,Wohnung,1560.0,1450.0,110.0,,2.0,0.0,,1.0,,100.0,150.0,,"Unterlachenstrasse 29, 6005 Luzern",2020-01-31,luzern,2020-02-26,,,,1.0,,,,,, +22866956,Wohnung,432.0,,,,1.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-02-03,luzern,2020-02-26,,,,,,,,,, +22859702,Wohnung,1200.0,,,,2.0,0.0,,,,,50.0,,"Bernstrasse, 6003 Luzern",2020-01-31,luzern,2020-02-26,,1.0,,,,200.0,,,500.0, +22866955,Wohnung,960.0,,,16.0,1.0,5.0,15.03.2020,1.0,1.0,,,,6004 Luzern LU,2020-02-03,luzern,2020-02-26,,,,1.0,,,,,, +22859707,Wohnung,1550.0,1350.0,200.0,,3.5,1.0,01.03.2020,1.0,,200.0,200.0,,"Bennenegg 28, 6014 Luzern",2020-01-31,luzern,2020-02-26,1972,1.0,,1.0,1.0,200.0,200.0,1000.0,2000.0,1.0 +22895662,Dachwohnung,1200.0,,,,4.5,5.0,01.03.2020,1.0,1.0,,,,"Sempacherstrasse 22, 6003 Luzern",2020-02-03,luzern,2020-02-26,,,,,,,,,, +22852386,Wohnung,1680.0,1480.0,200.0,93.0,3.5,3.0,01.04.2020,,,,,6.0,"Büttenenhalde 56, 6006 Luzern",2020-01-30,luzern,2020-02-26,1996,,,,,,,,, +22849723,Wohnung,1540.0,1340.0,200.0,50.0,3.0,2.0,sofort,,1.0,180.0,420.0,,"Blattenmoosstrasse 2, 6014 Luzern",,luzern,2020-02-26,,1.0,1.0,,1.0,80.0,210.0,,, +22855595,Wohnung,1560.0,1380.0,180.0,65.0,3.0,1.0,01.03.2020,1.0,,,,,"Elfenaustrasse 27, 6005 Luzern",2020-01-31,luzern,2020-02-26,,,,1.0,,,,,, +22850698,Wohnung,860.0,770.0,90.0,30.0,1.0,2.0,nachVereinbarung,1.0,1.0,10.0,100.0,5.0,"Kellerstrasse 29, 6005 Luzern",2020-01-30,luzern,2020-02-26,1963,,,1.0,,,,,2000.0, +22853335,Wohnung,900.0,,,14.0,1.0,1.0,01.04.2020,1.0,,,,,6005 Luzern LU,2020-01-31,luzern,2020-02-26,,,,,,,,,, +22852489,Wohnung,1280.0,1160.0,120.0,45.0,2.0,0.0,01.04.2020,1.0,1.0,250.0,450.0,,"Wesemlinstrasse 15, 6006 Luzern",2020-01-30,luzern,2020-02-26,,1.0,1.0,1.0,,,,,, +22936527,Wohnung,3650.0,3300.0,350.0,133.0,3.5,3.0,nachVereinbarung,,,100.0,50.0,,6004 Luzern,2020-01-31,luzern,2020-02-26,1600,,,,,150.0,150.0,150.0,600.0, +22852488,Wohnung,1480.0,1340.0,140.0,82.0,2.5,3.0,01.05.2020,,1.0,50.0,200.0,,"Obergrundstrasse 70, 6003 Luzern",2020-01-30,luzern,2020-02-26,,,,1.0,,100.0,100.0,1000.0,500.0,1.0 +22857316,Wohnung,2000.0,,,135.0,4.5,2.0,15.04.2020,,1.0,20.0,130.0,,"Industriestrasse 3, 6005 Luzern",2020-01-31,luzern,2020-02-26,2018,,,1.0,1.0,730.0,1020.0,,,1.0 +22852492,Wohnung,2100.0,1850.0,250.0,93.0,3.5,0.0,01.04.2020,1.0,1.0,100.0,50.0,4.0,"Neuhushof 13, 6014 Luzern",2020-01-30,luzern,2020-02-26,2016,,,1.0,1.0,20.0,100.0,800.0,2000.0,1.0 +22847259,Attika,889.0,,,85.0,3.5,,01.03.2020,,,,,,"Birkenstrasse 7, 6003 Luzern",2020-01-30,luzern,2020-02-26,,,,,,,,,, +22843387,Wohnung,1980.0,1800.0,180.0,85.0,2.5,1.0,01.04.2020,1.0,1.0,,,5.0,"Lützelmattstrasse 5, 6006 Luzern",2020-01-29,luzern,2020-02-26,2008,1.0,1.0,1.0,,,,,,1.0 +22843388,Wohnung,8200.0,,,227.0,5.0,2.0,,1.0,1.0,50.0,,,"HALDENSTRASSE, 6006 Luzern",2020-01-29,luzern,2020-02-26,1981,1.0,1.0,,,,,,,1.0 +22843380,Wohnung,1730.0,1480.0,250.0,,4.5,3.0,sofort,1.0,,400.0,400.0,,"Zumbachweg 16, 6005 Luzern",2020-01-29,luzern,2020-02-26,,1.0,,1.0,1.0,400.0,1000.0,1000.0,3700.0,1.0 +22936234,Wohnung,1375.0,,,,3.0,,nachVereinbarung,,,,,,"Würzenbachstrasse 48, 6006 Luzern",2020-01-30,luzern,2020-02-26,,,,,,,,,, +22854374,Wohnung,1920.0,1620.0,300.0,98.0,5.5,2.0,01.05.2020,1.0,,500.0,510.0,,"Unterwilrain 42, 6014 Luzern",2020-01-30,luzern,2020-02-26,,1.0,,1.0,1.0,250.0,300.0,,, +22843385,Wohnung,1090.0,1000.0,90.0,34.0,1.0,0.0,01.04.2020,1.0,1.0,400.0,500.0,,"Wesemlinstrasse 15, 6006 Luzern",2020-01-29,luzern,2020-02-26,,1.0,1.0,1.0,,600.0,600.0,1200.0,1500.0, +22848808,Wohnung,1490.0,1260.0,230.0,74.0,3.5,3.0,nachVereinbarung,1.0,1.0,200.0,1000.0,5.0,"Längweiherstr. 16, 6014 Luzern",2020-01-30,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,200.0,500.0,1500.0,,1.0 +22849316,Wohnung,1980.0,1820.0,160.0,110.0,5.5,4.0,sofort,1.0,,100.0,700.0,5.0,"Geissmattstrasse 19, 6004 Luzern",,luzern,2020-02-26,1947,,,1.0,,150.0,500.0,1200.0,500.0, +22843382,Wohnung,2270.0,2090.0,180.0,112.0,4.5,2.0,sofort,1.0,1.0,350.0,500.0,,"Matthofstrasse 6a, 6005 Luzern",2020-01-29,luzern,2020-02-26,,1.0,,1.0,1.0,550.0,,,,1.0 +22843377,Wohnung,1340.0,1170.0,170.0,60.0,3.0,1.0,,,,,,,"Baselstrasse 63, 6003 Luzern",2020-01-29,luzern,2020-02-26,,,,,,,,,, +22847990,Wohnung,1300.0,1110.0,190.0,55.0,2.0,0.0,01.04.2020,1.0,,200.0,700.0,5.0,"Geissmattstrasse 50, 6004 Luzern",,luzern,2020-02-26,1990,,,,,,,,1000.0, +22847642,Wohnung,1770.0,1570.0,200.0,92.0,3.5,1.0,nachVereinbarung,,,200.0,,,"Säntihof 8, 6014 Luzern",2020-01-29,luzern,2020-02-26,1997,,1.0,,,,,,, +22842167,Wohnung,1645.0,1425.0,220.0,,4.5,2.0,nachVereinbarung,1.0,,,,,"Unterwilrain 44, 6014 Luzern",2020-01-29,luzern,2020-02-26,,,1.0,1.0,,,,,, +22849746,Wohnung,1020.0,920.0,100.0,30.0,1.0,1.0,nachVereinbarung,,1.0,,,3.0,"Maihofstr. 68A, 6006 Luzern",2020-01-29,luzern,2020-02-26,1965,,,,,,198.0,,, +22847637,Wohnung,1870.0,1630.0,240.0,92.0,3.5,3.0,nachVereinbarung,,,200.0,,4.0,"Säntihof 6, 6014 Luzern",2020-01-29,luzern,2020-02-26,1997,,1.0,,,,,,, +22840688,Wohnung,1640.0,1510.0,130.0,63.0,2.5,,sofort,1.0,,,,4.0,"Sternmattstrasse 13, 6005 Luzern LU",2020-01-29,luzern,2020-02-26,1942,,,,,,,,, +22840362,Maisonette,4800.0,4450.0,350.0,,5.5,,27.03.2020,1.0,1.0,300.0,600.0,,"Mozartstrasse 30, 6004 Luzern",2020-01-29,luzern,2020-02-26,2016,,,1.0,,,,,2000.0,1.0 +22840366,Wohnung,1450.0,1270.0,180.0,56.0,3.0,0.0,01.04.2020,1.0,,,,,"Bernstrasse 39, 6003 Luzern",2020-01-29,luzern,2020-02-26,,1.0,,1.0,,,,,, +22831634,Wohnung,1850.0,1670.0,180.0,73.0,3.5,4.0,13.04.2020,1.0,,50.0,50.0,4.0,"Wesemlinstrasse 1, 6006 Luzern",2020-01-28,luzern,2020-02-26,1920,,,1.0,,50.0,50.0,50.0,2000.0, +22848879,Wohnung,1900.0,1640.0,260.0,76.0,3.5,12.0,01.03.2020,,1.0,25.0,25.0,5.0,"Zihlmattweg 44, 6005 Luzern",2020-01-29,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +22831641,Wohnung,1550.0,1350.0,200.0,64.0,2.0,2.0,01.05.2020,,1.0,20.0,,4.0,"Obergrundstrasse 72, 6003 Luzern",2020-01-28,luzern,2020-02-26,1960,,1.0,1.0,,50.0,50.0,50.0,1000.0, +22838733,Wohnung,1300.0,1110.0,190.0,55.0,2.0,0.0,,,,,,,6004 Luzern,2020-01-29,luzern,2020-02-26,,,,,,,,,, +22849068,Wohnung,1890.0,1690.0,200.0,66.0,3.5,2.0,nachVereinbarung,1.0,,,,,"Bodenhofstrasse 13, 6005 Luzern",2020-01-28,luzern,2020-02-26,,,,,,,,,, +22832804,Wohnung,3675.0,3375.0,300.0,155.0,5.5,4.0,01.06.2020,,1.0,300.0,350.0,5.0,"Johanna-Hodel-Gasse 3, 6005 Luzern",2020-01-28,luzern,2020-02-26,2012,1.0,,1.0,1.0,100.0,1200.0,450.0,2700.0, +22907717,Wohnung,1415.0,1185.0,230.0,,3.5,3.0,01.03.2020,,,,,,"Luzernerstrasse 67, 6014 Luzern",2020-01-28,luzern,2020-02-26,,,,,,,,,, +23002664,Wohnung,2490.0,2220.0,270.0,119.0,5.5,2.0,,,,250.0,1600.0,5.0,"Maihofstrasse 95 B, 6006 Luzern",2020-01-28,luzern,2020-02-26,2002,,,,,450.0,1600.0,1600.0,, +22848011,Wohnung,2240.0,1890.0,350.0,95.0,4.5,0.0,01.06.2020,,,,,4.0,"Sternmattstrasse 34, 6005 Luzern",2020-01-29,luzern,2020-02-26,1933,,,,,,,,,1.0 +22838841,Dachwohnung,1720.0,1520.0,200.0,,3.5,3.0,01.05.2020,1.0,,,,,"Sandeggstrasse 11, 6015 Luzern",2020-01-29,luzern,2020-02-26,,1.0,,1.0,,,,,, +22831572,Wohnung,1400.0,,,45.0,1.5,2.0,01.04.2020,,1.0,,,,"Moosstrasse 2, 6003 Luzern",2020-01-28,luzern,2020-02-26,,,,1.0,,,,,, +22828816,Wohnung,1820.0,1700.0,120.0,57.0,2.5,4.0,nachVereinbarung,1.0,,,,3.0,"Winkelriedstrasse 56, 6003 Luzern",2020-01-27,luzern,2020-02-26,1964,,,,,,,,, +22828985,Wohnung,1595.0,,,,3.5,2.0,,,1.0,,,,"Klosterstrasse 15, 6003 Luzern",2020-01-27,luzern,2020-02-26,,,,,,,,,, +22831527,Wohnung,1700.0,1550.0,150.0,71.0,2.5,-1.0,09.04.2020,,1.0,,,,"Bireggring 18, 6005 Luzern",2020-01-28,luzern,2020-02-26,2015,,1.0,1.0,,,,,,1.0 +22830050,Wohnung,1300.0,1100.0,200.0,210.0,1.0,5.0,01.05.2020,1.0,1.0,,,,"Pilatusstrasse 34, 6003 Luzern LU",2020-01-28,luzern,2020-02-26,,,,,,,,,, +22828993,Wohnung,2790.0,2500.0,290.0,116.0,2.5,1.0,,1.0,,200.0,400.0,3.0,"Obergrundstrasse 115, 6005 Luzern",2020-01-27,luzern,2020-02-26,1923,,,1.0,,400.0,400.0,,200.0,1.0 +22828984,Wohnung,1230.0,1050.0,180.0,58.0,2.5,3.0,01.04.2020,,1.0,150.0,100.0,,"Gibraltarstrasse 7, 6003 Luzern",2020-01-27,luzern,2020-02-26,,,,,,100.0,100.0,,100.0, +22831564,Wohnung,1930.0,1700.0,230.0,100.0,4.0,3.0,nachVereinbarung,1.0,,,,,"Nägelistrasse 5, 6004 Luzern",2020-01-28,luzern,2020-02-26,,,,,,,,,, +22828992,Wohnung,1870.0,1695.0,175.0,81.0,3.5,0.0,,1.0,,200.0,1000.0,,"Hirtenhofring 15, 6005 Luzern",2020-01-27,luzern,2020-02-26,,1.0,,1.0,1.0,500.0,,,, +22832079,Wohnung,1425.0,1185.0,240.0,,3.0,1.0,nachVereinbarung,,,,,,"Luzernerstrasse 77, 6014 Luzern",2020-01-27,luzern,2020-02-26,,,,,,,,,, +22826287,Wohnung,660.0,,,14.0,1.0,1.0,sofort,1.0,1.0,,,,6005 Luzern LU,2020-01-27,luzern,2020-02-26,,,1.0,,,,,,, +22905574,Wohnung,1230.0,,,60.0,2.5,,01.04.2020,,,,,,"Gibraltarstrasse 7, 6003 Luzern",2020-01-27,luzern,2020-02-26,,,,,,,,,, +22825952,Wohnung,1465.0,1295.0,170.0,,2.5,1.0,01.03.2020,,,,,,"Zürichstrasse 73, 6004 Luzern",2020-01-27,luzern,2020-02-26,,,,,,,,,, +22827502,Wohnung,1830.0,1690.0,140.0,74.0,3.5,6.0,sofort,,1.0,200.0,200.0,,"Sempacherstrasse 1, 6003 Luzern",2020-01-27,luzern,2020-02-26,,,,1.0,,,,,, +22824163,Wohnung,1600.0,1450.0,150.0,71.0,3.5,8.0,16.03.2020,1.0,1.0,500.0,900.0,,"Fluhmühlerain 20, 6015 Luzern",2020-01-27,luzern,2020-02-26,,1.0,,1.0,,50.0,250.0,250.0,2500.0,1.0 +22824141,Wohnung,1600.0,1450.0,150.0,71.0,3.5,7.0,sofort,1.0,1.0,500.0,900.0,,"Fluhmühlerain 24, 6015 Luzern",2020-01-27,luzern,2020-02-26,,1.0,,1.0,,50.0,250.0,250.0,2500.0,1.0 +22824206,Dachwohnung,2750.0,2550.0,200.0,96.0,4.5,3.0,01.05.2020,1.0,,,,,"Elfenaustrasse 39, 6005 Luzern",2020-01-27,luzern,2020-02-26,,,1.0,1.0,,,,,, +22825263,Wohnung,2170.0,1890.0,280.0,108.0,4.5,2.0,,1.0,1.0,,,,"Rothenpark 2, 6015 Luzern",2020-01-27,luzern,2020-02-26,,1.0,,,,,,,,1.0 +22824176,Wohnung,1300.0,1160.0,140.0,65.0,2.5,0.0,31.03.2020,1.0,,300.0,500.0,,"Luegetenstrasse 23, 6004 Luzern",2020-01-27,luzern,2020-02-26,,,,1.0,,500.0,500.0,,1000.0, +22831593,Wohnung,2500.0,2250.0,250.0,,4.0,,01.04.2020,,,250.0,200.0,,"Bergstrasse 25, 6004 Luzern",2020-01-27,luzern,2020-02-26,,1.0,,1.0,,,,,3600.0, +22811415,Wohnung,2520.0,2300.0,220.0,156.0,4.5,1.0,sofort,1.0,1.0,,,5.0,"Staldenhof Alt, 6014 Luzern",2020-01-24,luzern,2020-02-26,2016,1.0,,,,,,,,1.0 +22903830,Dachwohnung,2750.0,2500.0,250.0,80.0,3.0,3.0,01.05.2020,,,,,,"Reusssteg 10, 6003 Luzern",2020-01-24,luzern,2020-02-26,,,,,,,,,, +22811406,Wohnung,1980.0,1780.0,200.0,108.0,4.5,4.0,01.04.2020,1.0,1.0,100.0,650.0,,"Waldstrasse 7, 6015 Luzern",2020-01-24,luzern,2020-02-26,,,,,,350.0,350.0,,, +22821204,Wohnung,1920.0,1680.0,240.0,101.0,4.5,3.0,01.04.2020,,,,,6.0,"Büttenenhalde 60, 6006 Luzern",2020-01-25,luzern,2020-02-26,1996,,,,,,,,, +22814788,Wohnung,1440.0,1260.0,180.0,55.0,2.5,3.0,15.03.2020,1.0,1.0,100.0,100.0,,"Bruchstrasse 29, 6003 Luzern",,luzern,2020-02-26,1993,,,,,150.0,150.0,150.0,800.0, +22811423,Wohnung,1430.0,1260.0,170.0,60.0,3.0,2.0,01.03.2020,1.0,,,,,"Elfenaustrasse 36, 6005 Luzern",2020-01-24,luzern,2020-02-26,,,,,,,,,,1.0 +22974369,Wohnung,2200.0,1900.0,300.0,100.0,3.5,0.0,sofort,1.0,1.0,,,,"Tribschenstrasse (nähe Manorfood), 6005 Luzern",2020-01-24,luzern,2020-02-26,,,,,1.0,,,,,1.0 +22812226,Wohnung,1430.0,,,83.0,3.5,,nachVereinbarung,,,,,,"Langensandstrasse, 63, 6005 Luzern",2020-01-24,luzern,2020-02-26,,,,,,,,,, +22924324,Wohnung,990.0,,,,1.5,,nachVereinbarung,,,,,,6003 Luzern LU,2020-01-24,luzern,2020-02-26,,,,,,,,,, +22817221,Wohnung,2490.0,2190.0,300.0,110.0,4.5,3.0,sofort,1.0,1.0,,,4.0,"Kreuzbuchstrasse, 6006 Luzern",2020-01-24,luzern,2020-02-26,1976,1.0,,,,,,,, +22804823,Wohnung,1300.0,,,33.0,1.5,6.0,sofort,1.0,1.0,200.0,500.0,,"Kreuzbuchrain 12, 6006 Luzern",2020-01-23,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,,,,,1.0 +22811722,Wohnung,1500.0,1300.0,200.0,75.0,3.5,3.0,01.05.2020,,,100.0,800.0,5.0,"Würzenbachstr. 52, 6006 Luzern",2020-01-24,luzern,2020-02-26,1961,,1.0,,,,,,, +22806804,Attika,2127.0,1827.0,300.0,100.0,3.5,5.0,sofort,1.0,1.0,100.0,100.0,,"Ruopigenhöhe 12, 6015 Luzern",2020-01-23,luzern,2020-02-26,,1.0,1.0,1.0,,200.0,100.0,100.0,1000.0,1.0 +22808261,Maisonette,2400.0,2050.0,350.0,125.0,5.5,4.0,sofort,1.0,1.0,300.0,600.0,4.0,"Matthof 16, 6014 Luzern",2020-01-23,luzern,2020-02-26,1980,,,1.0,1.0,250.0,700.0,150.0,3000.0,1.0 +22806807,Wohnung,1440.0,1260.0,180.0,72.0,3.0,0.0,nachVereinbarung,1.0,,,,,"Elfenaustrasse 42, 6005 Luzern",2020-01-23,luzern,2020-02-26,,1.0,,,,,,,, +22684901,Wohnung,680.0,620.0,60.0,16.0,1.0,11.0,01.03.2020,1.0,1.0,,,,"Reusszopf 21, 6015 Luzern LU",2020-01-24,luzern,2020-02-26,2001,,1.0,,,,,,, +22808260,Wohnung,2340.0,2100.0,240.0,110.0,4.5,1.0,01.07.2020,1.0,1.0,200.0,100.0,4.0,"Neuhushof 9, 6014 Luzern",2020-01-23,luzern,2020-02-26,2016,,,,1.0,100.0,100.0,500.0,2000.0,1.0 +22807817,Wohnung,1480.0,1200.0,280.0,77.0,3.5,1.0,nachVereinbarung,,1.0,100.0,100.0,5.0,"Löwengrube 8, 6014 Luzern",2020-01-23,luzern,2020-02-26,1968,1.0,1.0,1.0,,,,,, +22555973,Wohnung,1670.0,1420.0,250.0,74.0,3.0,0.0,sofort,,,200.0,300.0,5.0,"Würzenbachmatte 29, 6006 Luzern",2020-01-23,luzern,2020-02-26,1961,,,,,150.0,500.0,1000.0,3000.0, +22800301,Wohnung,1990.0,1730.0,260.0,79.0,3.5,2.0,,1.0,1.0,,,4.0,"Schönbühlring 17, 6005 Luzern",2020-01-22,luzern,2020-02-26,1976,1.0,,1.0,1.0,,,,,1.0 +22964881,Wohnung,1700.0,,,,3.0,,01.05.2020,1.0,,,,,"sonnenbergstrasse 37e, 6005 Luzern",2020-01-22,luzern,2020-02-26,,,,,,,,,, +16178827,Wohnung,1799.0,1549.0,250.0,85.0,3.5,2.0,sofort,1.0,1.0,50.0,300.0,5.0,"Taubenhausstrasse 31, 6005 Luzern",2020-01-23,luzern,2020-02-26,1994,,,1.0,,,,,500.0, +22801374,Wohnung,755.0,,,,1.0,1.0,01.04.2020,1.0,1.0,,,,"Libellenstrasse 69, 6004 Luzern LU",2020-01-23,luzern,2020-02-26,,1.0,1.0,,,,,,, +22801395,Wohnung,1530.0,1290.0,240.0,60.0,4.5,2.0,nachVereinbarung,1.0,,,,,"Heiterweid 9, 6015 Luzern LU",2020-01-23,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22800300,Wohnung,1780.0,1600.0,180.0,63.0,2.5,0.0,,1.0,1.0,,,,"Hirtenhofstrasse 83, 6005 Luzern",2020-01-22,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22884391,Wohnung,1950.0,1750.0,200.0,82.0,4.5,3.0,sofort,1.0,1.0,,,,"St. Karli-Strasse 37, 6004 Luzern",2020-01-23,luzern,2020-02-26,,,,,,,,,, +22799854,Wohnung,1890.0,1730.0,160.0,74.0,3.5,0.0,nachVereinbarung,,,,,,"Claridenstrasse 9, 6003 Luzern",2020-01-22,luzern,2020-02-26,,,,,,,,,, +22799872,Wohnung,1640.0,1450.0,190.0,,3.5,3.0,nachVereinbarung,1.0,,,,,"Langensandstrasse 61-65, 6005 Luzern",2020-01-22,luzern,2020-02-26,,,,,1.0,,,,, +22990039,Studio,550.0,450.0,100.0,16.0,1.0,-1.0,01.04.2020,,,,,,"Friedberghalde 8, 6004 Luzern",2020-01-22,luzern,2020-02-26,1948,,,,,,,,, +22791064,Wohnung,1495.0,1300.0,195.0,71.0,3.5,0.0,sofort,,1.0,50.0,500.0,,"Würzenbachstrasse 62, 6006 Luzern, 6006 Luzern",2020-01-21,luzern,2020-02-26,,,,1.0,,,,,3000.0, +22789682,Wohnung,1521.0,1241.0,280.0,81.0,4.5,1.0,01.04.2020,,1.0,,,,"Stollberghalde 9, 6003 Luzern",2020-01-21,luzern,2020-02-26,,1.0,,,,,,,, +22788501,Dachwohnung,2060.0,,,65.0,2.5,,01.03.2020,,,,,,"Neustadtstrasse 8, 6003 Luzern",2020-01-21,luzern,2020-02-26,,,,,,,,,, +22789936,Wohnung,980.0,890.0,90.0,,3.0,0.0,sofort,,,160.0,400.0,,"Bernstrasse, 6003 Luzern",,luzern,2020-02-26,,,,,,1220.0,680.0,,, +22791203,Wohnung,2010.0,1720.0,290.0,104.0,3.5,3.0,01.04.2020,,,200.0,350.0,5.0,"Seefeldrain 3, 6006 Luzern",,luzern,2020-02-26,1964,,,,,1000.0,600.0,600.0,4000.0, +22789803,Wohnung,2010.0,1720.0,290.0,104.0,3.5,3.0,,,,,,,6006 Luzern,2020-01-21,luzern,2020-02-26,,,,,,,,,, +22798722,Wohnung,1990.0,1770.0,220.0,,4.5,3.0,sofort,1.0,1.0,,,,"Büttenenhalde 37, 6006 Luzern",2020-01-22,luzern,2020-02-26,,,,,,,,,, +22798721,Wohnung,1900.0,1700.0,200.0,85.0,3.5,5.0,sofort,1.0,1.0,,,,"Büttenenhalde 37, 6006 Luzern",2020-01-22,luzern,2020-02-26,,,,,,,,,, +22789937,Wohnung,1600.0,1420.0,180.0,,3.0,3.0,sofort,,,300.0,430.0,,"Bernstrasse 40, 6003 Luzern",,luzern,2020-02-26,,,1.0,,1.0,1230.0,680.0,,1000.0, +22789729,Wohnung,1300.0,1175.0,125.0,40.0,2.5,4.0,sofort,,,10.0,,,"Bernstrasse 7, 6003 Luzern",2020-01-21,luzern,2020-02-26,,,,,,,,,, +22779913,Wohnung,2180.0,2000.0,180.0,65.0,2.5,4.0,31.03.2020,,1.0,100.0,10.0,3.0,"Weggisgasse 12, 6004 Luzern",2020-01-20,luzern,2020-02-26,2015,,,,,150.0,150.0,150.0,250.0, +22785097,Wohnung,2850.0,2600.0,250.0,115.0,4.5,2.0,01.07.2020,1.0,1.0,200.0,500.0,,"Schädrütihalde 20, 6006 Luzern",,luzern,2020-02-26,,,,1.0,1.0,,,,,1.0 +22979555,Wohnung,1100.0,930.0,170.0,45.0,2.0,3.0,01.04.2020,,,,,5.0,"Hochhüsliweid 6, 6006 Luzern",2020-01-20,luzern,2020-02-26,1963,,1.0,,,,,,, +22779671,Attika,2180.0,2000.0,180.0,62.0,2.5,4.0,31.03.2020,,1.0,100.0,10.0,3.0,"Weggisgasse 12, 6004 Luzern",2020-01-20,luzern,2020-02-26,2015,,,1.0,,150.0,150.0,150.0,, +22905871,Wohnung,2630.0,2350.0,280.0,93.0,3.5,1.0,01.04.2020,,,,,3.0,"Brunnhalde 14, 6006 Luzern",2020-01-21,luzern,2020-02-26,1965,,,,,,,,, +22783738,Wohnung,1690.0,1500.0,190.0,60.0,3.0,2.0,01.04.2020,1.0,,,,,"Mozartstrasse 1, 6004 Luzern",2020-01-20,luzern,2020-02-26,,,,1.0,,,,,, +22779722,Wohnung,1850.0,1650.0,200.0,,3.5,1.0,01.04.2020,1.0,1.0,,,,"Bruchstrasse 57, 6003 Luzern",2020-01-20,luzern,2020-02-26,,1.0,,,,,,,, +22790071,Wohnung,1980.0,1700.0,280.0,,4.5,2.0,01.05.2020,,,,,,"Würzenbachstrasse 23, 6006 Luzern",2020-01-21,luzern,2020-02-26,,,,,,,,,, +22782642,Wohnung,1390.0,1190.0,200.0,52.0,2.5,4.0,01.04.2020,1.0,1.0,,,,"Bruchstrasse 24, 6003 Luzern",2020-01-20,luzern,2020-02-26,,,,,,,,,, +22905869,Wohnung,1248.0,1078.0,170.0,56.0,2.5,5.0,01.03.2020,1.0,1.0,100.0,2000.0,5.0,"Büttenenstrasse 18, 6006 Luzern",2020-01-20,luzern,2020-02-26,1974,,,,,500.0,2000.0,2000.0,, +22777066,Wohnung,720.0,650.0,70.0,17.0,1.0,3.0,16.03.2020,1.0,,,,,"17², Wesemlinstrasse, 1, 6006 Luzern LU",2020-01-20,luzern,2020-02-26,,,,,,,,,, +22832920,Wohnung,1750.0,,,,2.5,,nachVereinbarung,,,,,,6005 Luzern LU,2020-01-16,luzern,2020-02-26,,,,,,,,,, +22765562,Wohnung,2240.0,1970.0,270.0,66.0,2.5,3.0,nachVereinbarung,,1.0,,,,"Kramgasse 7, 6004 Luzern",2020-01-16,luzern,2020-02-26,,,,,,,,,, +22766476,Wohnung,1540.0,1300.0,240.0,80.0,4.5,2.0,01.03.2020,1.0,,,,6.0,"Elfenaustrasse 22, 6005 Luzern",2020-01-17,luzern,2020-02-26,1949,1.0,,1.0,,,,,, +22761622,Wohnung,1490.0,1270.0,220.0,80.0,4.0,3.0,nachVereinbarung,1.0,,,,5.0,"Mattweg 17, 6014 Luzern",2020-01-16,luzern,2020-02-26,1960,,,,,,,,, +22534230,Wohnung,1710.0,1420.0,290.0,89.0,4.5,4.0,01.03.2020,1.0,1.0,200.0,1000.0,5.0,"Längweiherstr. 16, 6014 Luzern",2020-01-17,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,200.0,500.0,1500.0,,1.0 +22766496,Wohnung,1640.0,1420.0,220.0,,4.0,8.0,sofort,1.0,1.0,300.0,400.0,,"Fluhmühlerain 2, 6015 Luzern",2020-01-17,luzern,2020-02-26,,,,1.0,1.0,,,,1000.0, +22766495,Wohnung,1450.0,1270.0,180.0,,3.0,8.0,sofort,1.0,1.0,300.0,400.0,,"Fluhmühlerain 2, 6015 Luzern",2020-01-17,luzern,2020-02-26,,,,1.0,1.0,,,,1000.0, +22501462,Wohnung,1495.0,1250.0,245.0,,4.5,2.0,16.04.2020,1.0,,500.0,500.0,,"Heiterweid 15, 6015 Luzern",,luzern,2020-02-26,1955,,,1.0,,,,,1000.0, +22757450,Wohnung,1690.0,1540.0,150.0,63.0,3.5,0.0,01.04.2020,1.0,,100.0,440.0,,"Auf Weinbergli 6, 6005 Luzern",2020-01-16,luzern,2020-02-26,,,,1.0,,940.0,880.0,920.0,, +22757021,Wohnung,1760.0,1580.0,180.0,80.0,3.5,6.0,nachVereinbarung,1.0,1.0,800.0,500.0,,"Eichenstrasse 10, 6015 Luzern",2020-01-16,luzern,2020-02-26,,,,,,,,,2500.0,1.0 +22748486,Wohnung,651.0,638.0,13.0,14.0,1.0,2.0,sofort,,,,,,"Sagenmattstrasse, 6003 Luzern LU",2020-01-15,luzern,2020-02-26,2013,,,,,,,,, +22758962,Wohnung,1590.0,1380.0,210.0,57.0,3.0,0.0,01.04.2020,,,150.0,800.0,4.0,"Geissmattstrasse 60, 6004 Luzern",2020-01-16,luzern,2020-02-26,1951,,1.0,1.0,,400.0,600.0,600.0,, +22759291,Wohnung,1420.0,1250.0,170.0,57.0,3.0,3.0,01.04.2020,1.0,,150.0,200.0,,"Imfangring 26, 6005 Luzern",2020-01-16,luzern,2020-02-26,,1.0,,1.0,,,,,3000.0, +22755842,Wohnung,2310.0,,,,3.5,,nachVereinbarung,,,,,,6005 Luzern LU,2020-01-16,luzern,2020-02-26,,,,,,,,,, +22749234,Wohnung,1730.0,1490.0,240.0,74.0,4.0,3.0,30.03.2020,1.0,,,,4.0,"Hochrütistrasse 14, 6005 Luzern",2020-01-15,luzern,2020-02-26,1956,,,1.0,,,,,, +22983787,Loft,1790.0,1340.0,450.0,140.0,2.0,1.0,nachVereinbarung,,,,,,6014 Luzern,2020-01-15,luzern,2020-02-26,,1.0,,,,,,,, +22749110,Wohnung,1650.0,1450.0,200.0,60.0,3.0,2.0,30.03.2020,1.0,,,,4.0,"Hochrütistrasse 14, 6005 Luzern",2020-01-15,luzern,2020-02-26,1956,,,1.0,,,,,, +22754218,Wohnung,2470.0,2260.0,210.0,118.0,4.5,3.0,sofort,,,,,,"Fluhmattstrasse 58, 6004 Luzern",2020-01-15,luzern,2020-02-26,,,,,,,,,, +22754846,Wohnung,2200.0,1920.0,280.0,108.0,4.5,3.0,01.04.2020,1.0,1.0,,,,"Rothenpark 3, 6015 Luzern",2020-01-16,luzern,2020-02-26,,1.0,,,,,,,,1.0 +22992951,Wohnung,1500.0,,,,3.5,,nachVereinbarung,,,,,,6003 Luzern LU,2020-01-14,luzern,2020-02-26,,,,,,,,,, +22734638,Dachwohnung,1795.0,1610.0,185.0,70.0,3.5,3.0,01.04.2020,1.0,1.0,200.0,200.0,,"Löwengrube 5, 6014 Luzern",2020-01-13,luzern,2020-02-26,,,,1.0,,,400.0,400.0,, +22734608,Wohnung,1580.0,1400.0,180.0,70.0,3.5,4.0,nachVereinbarung,1.0,,10.0,10.0,,"Urnerhofweg 4, 6004 Luzern",2020-01-13,luzern,2020-02-26,,,1.0,,,,,,1500.0, +22747520,Wohnung,2070.0,1850.0,220.0,100.0,4.0,1.0,01.04.2020,1.0,,,,,"Luegetenstrasse 17, 6004 Luzern",,luzern,2020-02-26,,1.0,,1.0,1.0,,,,, +22738290,Wohnung,1890.0,1690.0,200.0,92.0,4.5,2.0,01.04.2020,1.0,,150.0,800.0,,"Tribschenstrasse 74, 6005 Luzern",2020-01-13,luzern,2020-02-26,,,,1.0,1.0,,,,2000.0, +22746423,Wohnung,950.0,900.0,50.0,54.0,1.0,1.0,sofort,1.0,,,,,"Bodenhofstrasse 15, 6005 Luzern LU",2020-01-14,luzern,2020-02-26,2012,,,,,,,,, +22917881,Wohnung,1500.0,1350.0,150.0,58.0,2.5,0.0,,,1.0,200.0,180.0,,"Birkenstrasse 2, 6003 Luzern",2020-01-14,luzern,2020-02-26,,,1.0,1.0,,540.0,720.0,,1000.0, +22746958,Wohnung,1200.0,1050.0,150.0,33.0,2.0,2.0,01.04.2020,,,,,,"Landschaustrasse 46, 6006 Luzern",2020-01-14,luzern,2020-02-26,,,,,,,,,, +22751788,Wohnung,2560.0,2300.0,260.0,110.0,4.5,3.0,01.04.2020,1.0,1.0,300.0,,,"Unterlöchlistrasse 3, 6006 Luzern",2020-01-14,luzern,2020-02-26,,1.0,,1.0,1.0,,,,, +22728166,Wohnung,2310.0,2000.0,310.0,123.0,4.5,1.0,nachVereinbarung,1.0,1.0,20.0,20.0,5.0,"Grossmatte 2A-I, 6014 Luzern",,luzern,2020-02-26,2018,,1.0,1.0,1.0,650.0,610.0,,,1.0 +22726392,Wohnung,2725.0,2400.0,325.0,121.0,4.5,1.0,nachVereinbarung,,,100.0,1000.0,5.0,"Schlösslihalde 25, 6006 Luzern",2020-01-10,luzern,2020-02-26,2003,,,,,2000.0,1000.0,1000.0,4000.0, +22728144,Wohnung,1610.0,1460.0,150.0,56.0,2.5,3.0,nachVereinbarung,,,,,5.0,"Wesemlinstrasse 4, 6006 Luzern",2020-01-11,luzern,2020-02-26,2019,,,,,,,,, +22728272,Wohnung,1990.0,,,83.0,3.5,,01.04.2020,,,,,,"Sternenplatz 7, 6004 Luzern",2020-01-10,luzern,2020-02-26,,,,,,,,,, +22726604,Wohnung,3180.0,2900.0,280.0,148.0,5.5,4.0,01.07.2020,1.0,1.0,100.0,400.0,5.0,"Schädrütihalde 18, 6006 Luzern",,luzern,2020-02-26,2003,,,1.0,1.0,,,,,1.0 +22724215,Wohnung,5800.0,5300.0,500.0,150.0,4.5,3.0,01.04.2020,1.0,1.0,250.0,,,"Rigistrasse 26, 6006 Luzern",2020-01-10,luzern,2020-02-26,2018,,,,,,,,,1.0 +22728146,Wohnung,1820.0,1630.0,190.0,71.0,2.5,3.0,01.04.2020,,,,,5.0,"Wesemlinstrasse 2, 6006 Luzern",2020-01-11,luzern,2020-02-26,2019,,,,,,,,, +22720354,Wohnung,1560.0,,,60.0,2.0,4.0,01.03.2020,1.0,,1.0,5.0,,"Taubenhausstrasse 6, 6005 Luzern",2020-01-10,luzern,2020-02-26,,,,,,,,,, +22723969,Wohnung,2725.0,2400.0,325.0,121.0,4.5,1.0,,,,,,,6006 Luzern,2020-01-10,luzern,2020-02-26,,,,,,,,,, +22725499,Wohnung,1410.0,1270.0,140.0,49.0,2.5,4.0,01.04.2020,1.0,1.0,500.0,1500.0,4.0,"Kreuzbuchrain 10, 6006 Luzern",2020-01-26,luzern,2020-02-26,1970,,,1.0,,,,,,1.0 +22720578,Wohnung,1690.0,1410.0,280.0,80.0,4.5,3.0,01.04.2020,,,50.0,200.0,,"Sagenmattstrasse 26, 6003 Luzern",2020-01-09,luzern,2020-02-26,,,,,,800.0,800.0,800.0,, +22716639,Wohnung,1500.0,1380.0,120.0,60.0,3.0,2.0,01.04.2020,1.0,1.0,5.0,,,"Maihofstrasse 71, 6006 Luzern",2020-01-09,luzern,2020-02-26,,,,,,,,,, +22720601,Wohnung,1460.0,1200.0,260.0,70.0,3.5,1.0,01.04.2020,,,50.0,200.0,,"Sagenmattstrasse 26, 6003 Luzern",2020-01-09,luzern,2020-02-26,,,,,,800.0,800.0,800.0,, +22712964,Wohnung,1790.0,1600.0,190.0,70.0,3.5,4.0,,1.0,,,,,"Hirtenhofstrasse 16, 6005 Luzern",2020-01-09,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22716530,Wohnung,1310.0,1200.0,110.0,57.0,2.0,0.0,01.04.2020,,,,,,"An der Kleinen Emme 3, 6014 Luzern",2020-01-09,luzern,2020-02-26,,,,,,,,,,1.0 +22714218,Wohnung,1500.0,,,,2.0,,nachVereinbarung,,,,,,6000 Luzern LU,2020-01-09,luzern,2020-02-26,,,,,,,,,, +22712966,Wohnung,2080.0,1950.0,130.0,86.0,2.5,4.0,,1.0,1.0,700.0,400.0,5.0,"Zihlmattweg 19, 6005 Luzern",2020-01-09,luzern,2020-02-26,2016,1.0,,1.0,,,400.0,,2000.0,1.0 +22734003,Wohnung,1629.0,1409.0,220.0,,3.0,2.0,01.04.2020,1.0,,190.0,360.0,,"Rankhofstrasse 10, 6006 Luzern",2020-01-09,luzern,2020-02-26,,1.0,,1.0,,710.0,460.0,720.0,,1.0 +22712969,Wohnung,2550.0,2290.0,260.0,93.0,3.5,3.0,,1.0,1.0,,,3.0,"Oberseeburghöhe 10, 6006 Luzern",2020-01-09,luzern,2020-02-26,1993,,,1.0,1.0,,,,, +22720288,Wohnung,1995.0,,,72.0,3.0,1.0,01.03.2020,,,100.0,100.0,,"Sternenplatz 7, 6004 Luzern",2020-01-10,luzern,2020-02-26,1437,,,1.0,,,,,, +22712651,Wohnung,1920.0,1770.0,150.0,91.0,4.5,4.0,01.04.2020,1.0,1.0,50.0,,,"Rank 1, 6006 Luzern",2020-01-09,luzern,2020-02-26,,,,,,,,,4000.0, +22917886,Wohnung,1380.0,,,,3.0,-1.0,01.04.2020,1.0,1.0,200.0,1000.0,,"Würzenbachstrasse 61, 6006 Luzern",2020-01-09,luzern,2020-02-26,,,,1.0,,1200.0,1200.0,,, +22180776,Wohnung,1650.0,1470.0,180.0,63.0,3.0,1.0,01.03.2020,1.0,1.0,100.0,500.0,4.0,"Voltastrasse 20, 6005 Luzern",2020-01-09,luzern,2020-02-26,1956,1.0,,1.0,,200.0,200.0,,1000.0, +22704012,Wohnung,1560.0,,,,4.0,,nachVereinbarung,,,,,,6005 Luzern LU,2020-01-08,luzern,2020-02-26,,,,,,,,,, +22704011,Wohnung,1270.0,,,17.0,1.0,3.0,sofort,1.0,1.0,,,,"Kasimir-Pfyffer-Strasse 20, 6003 Luzern LU",2020-01-08,luzern,2020-02-26,,,,,,,,,, +22708043,Wohnung,1950.0,1750.0,200.0,84.0,3.5,2.0,01.04.2020,1.0,1.0,100.0,300.0,4.0,"Cheerstrasse 6, 6014 Luzern",2020-01-09,luzern,2020-02-26,2008,,,1.0,1.0,50.0,50.0,500.0,2000.0,1.0 +22712647,Attika,3480.0,3000.0,480.0,180.0,5.5,,01.04.2020,1.0,1.0,,,5.0,"Zyböriweg 1, 6004 Luzern",2020-01-09,luzern,2020-02-26,1984,,1.0,,,,,,,1.0 +22703451,Wohnung,2970.0,2750.0,220.0,119.0,4.5,1.0,01.05.2020,,,,,5.0,"Schönbühlring 20, 6005 Luzern",2020-01-08,luzern,2020-02-26,2014,,,,,,,,, +19417510,Dachwohnung,1750.0,1500.0,250.0,75.0,2.5,4.0,sofort,,,,,,"Grimselweg 4, 6005 Luzern",2020-01-08,luzern,2020-02-26,,,1.0,,,,,,, +22706370,Studio,2350.0,2200.0,150.0,49.0,2.0,5.0,nachVereinbarung,1.0,1.0,100.0,500.0,,"Abendweg 1, 6006 Luzern",,luzern,2020-02-26,,,,1.0,,500.0,500.0,300.0,, +22706706,Wohnung,1190.0,1020.0,170.0,,2.0,4.0,01.04.2020,1.0,1.0,,20.0,,"Bernstrasse 77, 6003 Luzern",2020-01-08,luzern,2020-02-26,,,,1.0,,,100.0,100.0,,1.0 +22903051,Wohnung,1927.0,1777.0,150.0,73.0,2.5,5.0,01.05.2020,1.0,1.0,,,,"Ulmenstrasse 14, 6003 Luzern",2020-01-05,luzern,2020-02-26,,,,,,,,,, +22956129,Wohnung,1387.0,1180.0,207.0,74.0,3.5,0.0,,1.0,,150.0,200.0,,"Mattweg 15, 6014 Luzern",2020-01-06,luzern,2020-02-26,1960,,,,,150.0,1000.0,1000.0,4000.0, +22704888,Wohnung,2970.0,2750.0,220.0,131.0,4.5,1.0,01.05.2020,,,,,5.0,"Schönbühlring 20, 6005 Luzern",2020-01-08,luzern,2020-02-26,2014,,,,,,,,, +22688425,Wohnung,1535.0,1350.0,185.0,68.0,2.5,0.0,,1.0,,200.0,500.0,5.0,"Luegetenstrasse 13, 6004 Luzern",2020-01-06,luzern,2020-02-26,1975,,,1.0,,,,,, +22699967,Wohnung,1640.0,1390.0,250.0,87.0,3.5,0.0,,1.0,1.0,300.0,150.0,5.0,"Matthof 32, 6014 Luzern",2020-01-08,luzern,2020-02-26,1982,,,1.0,1.0,200.0,700.0,300.0,3000.0,1.0 +22697635,Wohnung,1870.0,,,78.0,3.5,1.0,15.03.2020,1.0,,200.0,200.0,,"Hochrütistrasse 34, 6005 Luzern",2020-01-07,luzern,2020-02-26,,1.0,,1.0,,200.0,200.0,,2000.0, +22866870,Wohnung,630.0,,,,1.0,,nachVereinbarung,,,,,,6003 Luzern LU,2020-01-06,luzern,2020-02-26,,,,,,,,,, +22692124,Wohnung,1550.0,1400.0,150.0,56.0,2.5,3.0,,1.0,1.0,200.0,50.0,,"Bleicherstrasse 25, 6003 Luzern",2020-01-06,luzern,2020-02-26,,,,1.0,,,,,, +22703976,Wohnung,1600.0,1420.0,180.0,87.0,3.0,1.0,01.04.2020,,1.0,60.0,500.0,6.0,"Berglistrasse 38, 6003 Luzern",2020-01-08,luzern,2020-02-26,1967,,,,,110.0,300.0,300.0,, +22666205,Wohnung,720.0,670.0,50.0,20.0,1.0,1.0,nachVereinbarung,1.0,,,,5.0,"Obermättlistrasse 8, 6015 Luzern LU",2019-12-31,luzern,2020-02-26,1923,,,1.0,,,,,, +22686713,Maisonette,4150.0,3750.0,400.0,150.0,5.5,3.0,nachVereinbarung,1.0,,50.0,500.0,,"Abendweg 4, 6006 Luzern",2019-12-30,luzern,2020-02-26,,,,1.0,,300.0,300.0,500.0,1000.0,1.0 +22765614,Wohnung,2710.0,2400.0,310.0,147.0,5.5,4.0,01.06.2020,1.0,1.0,70.0,1010.0,5.0,"Cheerstrasse 13, 6014 Luzern",2019-12-30,luzern,2020-02-26,2015,1.0,,1.0,1.0,20.0,710.0,,,1.0 +22680142,Wohnung,1950.0,1750.0,200.0,83.0,3.5,3.0,29.02.2020,1.0,1.0,100.0,600.0,4.0,"Cheerstrasse 13, 6014 Luzern",2020-01-04,luzern,2020-02-26,2015,,,1.0,1.0,50.0,300.0,500.0,4000.0,1.0 +22667545,Dachwohnung,3980.0,3600.0,380.0,166.0,4.5,4.0,sofort,,1.0,20.0,30.0,,"Hirschmattstrasse 26, 6003 Luzern",2019-12-30,luzern,2020-02-26,,,,1.0,,1050.0,120.0,500.0,1500.0, +22909684,Attika,960.0,850.0,110.0,28.0,1.0,4.0,,1.0,1.0,200.0,300.0,4.0,"Kanonenstrasse 6, 6003 Luzern",2020-01-04,luzern,2020-02-26,1992,,1.0,,,,,,,1.0 +22678774,Wohnung,1530.0,1330.0,200.0,,4.5,3.0,01.03.2020,1.0,1.0,,50.0,,"Bernstrasse 112, 6003 Luzern",2020-01-03,luzern,2020-02-26,,,,1.0,,100.0,100.0,100.0,800.0,1.0 +22682554,Wohnung,1510.0,1300.0,210.0,70.0,3.5,0.0,sofort,1.0,,60.0,300.0,5.0,"Hirtenhofstrasse 72, 6005 Luzern",2020-01-05,luzern,2020-02-26,1968,1.0,,1.0,,800.0,1000.0,2000.0,3000.0,1.0 +22678214,Wohnung,1530.0,1300.0,230.0,76.0,4.5,3.0,01.04.2020,1.0,,100.0,100.0,,"Renggstrasse 8, 6014 Luzern",2020-01-03,luzern,2020-02-26,,1.0,,1.0,1.0,200.0,200.0,1000.0,2000.0,1.0 +22680134,Wohnung,2190.0,1900.0,290.0,102.0,5.5,1.0,,1.0,1.0,50.0,500.0,,"Hirtenhofstrasse 31, 6005 Luzern",2020-01-04,luzern,2020-02-26,,1.0,1.0,1.0,1.0,100.0,700.0,700.0,, +22568032,Wohnung,3810.0,3390.0,420.0,127.0,3.5,26.0,nachVereinbarung,,1.0,25.0,25.0,,"Zihlmattweg 42, 6005 Luzern",2019-12-20,luzern,2020-02-26,2012,,1.0,1.0,1.0,1000.0,1000.0,1000.0,,1.0 +22734078,Wohnung,1560.0,1340.0,220.0,60.0,3.5,2.0,01.04.2020,1.0,,250.0,290.0,,"Hünenbergstrasse 12, 6006 Luzern",,luzern,2020-02-26,,1.0,,1.0,,490.0,390.0,,, +22649906,Dachwohnung,936.0,,,,1.0,4.0,31.03.2020,,,25.0,25.0,,"Bernstrasse, 6003 Luzern",2019-12-24,luzern,2020-02-26,,,,,,500.0,500.0,,1000.0, +22659284,Wohnung,3300.0,3050.0,250.0,127.0,3.5,3.0,01.03.2020,1.0,1.0,400.0,100.0,3.0,"Cysatstrasse 15, 6004 Luzern",2019-12-27,luzern,2020-02-26,1987,1.0,,1.0,,900.0,300.0,300.0,500.0,1.0 +22653190,Wohnung,3290.0,3090.0,200.0,113.0,4.5,,sofort,,1.0,96.0,340.0,3.0,"Rosenberghalde, 6004 Luzern",2019-12-25,luzern,2020-02-26,2019,1.0,,,,,391.0,,, +22633866,Wohnung,1210.0,1050.0,160.0,50.0,2.5,2.0,nachVereinbarung,,,,,,"Hauptstrasse 50, 6015 Luzern",2019-12-20,luzern,2020-02-26,,,1.0,,,,,,, +23027642,Wohnung,2090.0,1970.0,120.0,72.0,3.0,1.0,01.04.2020,1.0,1.0,,,,"Dornacherstrasse 9, 6003 Luzern",2019-12-23,luzern,2020-02-26,,,,,,,,,, +22630468,Wohnung,1740.0,1550.0,190.0,72.0,3.0,5.0,,,,,,,6003 Luzern,2019-12-20,luzern,2020-02-26,,,,,,,,,, +22631420,Wohnung,1740.0,1550.0,190.0,72.0,3.0,5.0,nachVereinbarung,,,,,4.0,"Bundesplatz 3, 6003 Luzern",2019-12-20,luzern,2020-02-26,1951,,,,,,,,, +23027640,Wohnung,2030.0,1850.0,180.0,83.0,3.5,2.0,01.04.2020,1.0,1.0,174.0,162.0,,"Voltastrasse 24, 6005 Luzern",2019-12-23,luzern,2020-02-26,,,,,1.0,160.0,132.0,,808.0,1.0 +22895620,Attika,3362.0,3002.0,360.0,125.0,4.5,3.0,nachVereinbarung,1.0,1.0,,,3.0,"Hemschlenstrasse 12, 6006 Luzern",2019-12-17,luzern,2020-02-26,1999,,,1.0,,,,,,1.0 +22918712,Wohnung,3420.0,3200.0,220.0,99.0,3.5,,sofort,,,,,,6003 Luzern,2019-12-19,luzern,2020-02-26,,,,,,,,,, +22622589,Wohnung,1370.0,1150.0,220.0,,3.0,3.0,01.04.2020,1.0,,,,,"Bernerweg 6, 6003 Luzern",2019-12-19,luzern,2020-02-26,1963,,1.0,1.0,,,,,, +22607676,Wohnung,1910.0,1700.0,210.0,90.0,3.5,2.0,01.03.2020,1.0,,,,,"Kellerstrasse 27, 6005 Luzern",2019-12-18,luzern,2020-02-26,,,,,,,,,, +22625394,Wohnung,1800.0,,,,3.5,1.0,sofort,1.0,,960.0,3040.0,,"Rebstockhalde 42, 6006 Luzern",,luzern,2020-02-26,,,,,,1810.0,3070.0,,, +22605630,Wohnung,800.0,,,20.0,1.0,4.0,nachVereinbarung,1.0,,,,,"Libellenstrasse 61, 6004 Luzern LU",2019-12-16,luzern,2020-02-26,,1.0,,1.0,,,,,, +22617534,Wohnung,1192.0,1060.0,132.0,64.0,3.0,4.0,01.04.2020,1.0,,500.0,1000.0,5.0,"Obermättliweg 8, 6015 Luzern",2019-12-18,luzern,2020-02-26,1957,,1.0,,,500.0,1000.0,1000.0,, +22603099,Wohnung,2810.0,2530.0,280.0,111.0,4.5,5.0,01.03.2020,1.0,1.0,50.0,50.0,,"Moosstrasse 1, 6003 Luzern",2019-12-16,luzern,2020-02-26,,,1.0,,,,,,500.0, +22605498,Wohnung,1910.0,1700.0,210.0,75.0,3.5,,sofort,1.0,1.0,200.0,1000.0,4.0,"Bergstrasse 36, 6004 Luzern",2019-12-16,luzern,2020-02-26,1970,,,1.0,,500.0,500.0,1000.0,1000.0,1.0 +23010556,Attika,2380.0,2220.0,160.0,76.0,2.5,,nachVereinbarung,1.0,1.0,,,3.0,"Spannortstrasse 18, 6003 Luzern",2019-12-18,luzern,2020-02-26,2011,1.0,,,,,,,, +22585104,Wohnung,1440.0,1310.0,130.0,60.0,2.5,6.0,nachVereinbarung,,,100.0,100.0,,"Dornacherstrasse 15, 6003 Luzern",2019-12-12,luzern,2020-02-26,,,,,,,,,, +22855961,Wohnung,1950.0,1700.0,250.0,90.0,3.5,5.0,,1.0,1.0,50.0,50.0,,"Zürichstrasse 11, 6004 Luzern",2019-12-14,luzern,2020-02-26,,,,1.0,,,,,, +22598232,Wohnung,1760.0,1480.0,280.0,94.0,3.5,3.0,sofort,,,,,6.0,"Büttenenhalde 57, 6006 Luzern",2019-12-14,luzern,2020-02-26,1996,,,,,,,,, +22586721,Wohnung,540.0,,,,1.0,3.0,sofort,1.0,1.0,,,,"Tribschenstrasse 68, 6005 Luzern LU",2019-12-12,luzern,2020-02-26,,,,,,,,,, +22665700,Wohnung,500.0,,,,1.0,,sofort,,,,,,"Maihofhalde, 6006 Luzern",2019-12-16,luzern,2020-02-26,,,,,,,,,, +22585915,Wohnung,2470.0,2150.0,320.0,129.0,4.5,3.0,01.04.2020,1.0,1.0,250.0,300.0,4.0,"Ruopigenstrasse 28, 6015 Luzern",2019-12-12,luzern,2020-02-26,1996,,,,,100.0,100.0,250.0,1500.0, +22589412,Wohnung,2410.0,2100.0,310.0,,6.0,3.0,01.03.2020,1.0,1.0,350.0,350.0,,"Fluhmattstrasse 40, 6004 Luzern",2020-01-07,luzern,2020-02-26,,,1.0,,,500.0,400.0,400.0,1500.0, +22855966,Wohnung,1950.0,1700.0,250.0,89.0,2.5,6.0,,1.0,1.0,50.0,20.0,5.0,"Zürichstrasse 11, 6004 Luzern",2019-12-14,luzern,2020-02-26,1987,,,1.0,,,,,,1.0 +23012007,Wohnung,1950.0,1700.0,250.0,91.0,3.5,6.0,,1.0,1.0,50.0,20.0,,"Zürichstrasse 11, 6004 Luzern",2019-12-14,luzern,2020-02-26,,1.0,,1.0,,,,,, +22966733,Wohnung,2090.0,1890.0,200.0,79.0,2.5,2.0,01.04.2020,1.0,1.0,400.0,400.0,5.0,"Bürgenstrasse 9, 6005 Luzern",2019-12-13,luzern,2020-02-26,2011,,,1.0,,,,,,1.0 +22577201,Wohnung,2290.0,2120.0,170.0,83.0,3.5,3.0,01.04.2020,1.0,,,,,"Fluhmattstrasse 63, 6004 Luzern",2019-12-11,luzern,2020-02-26,,,,,,,,,, +22590765,Wohnung,1660.0,1540.0,120.0,46.0,2.5,0.0,01.03.2020,1.0,1.0,120.0,700.0,4.0,"Hirtenhofstrasse 4, 6005 Luzern",2019-12-09,luzern,2020-02-26,2019,,,,,400.0,480.0,480.0,, +22788675,Wohnung,2380.0,2180.0,200.0,82.0,2.5,1.0,01.03.2020,,1.0,120.0,160.0,,"Werftestrasse 2, 6005 Luzern",2019-12-09,luzern,2020-02-26,,1.0,1.0,1.0,1.0,560.0,,,,1.0 +22573651,Wohnung,2120.0,1860.0,260.0,108.0,4.5,3.0,sofort,1.0,1.0,,,,"Rothenpark 5, 6015 Luzern",2019-12-11,luzern,2020-02-26,,1.0,,,,,,,,1.0 +22565782,Attika,1820.0,1600.0,220.0,,3.5,4.0,sofort,1.0,,300.0,400.0,,"Hirtenhofstrasse 16, 6005 Luzern",2019-12-09,luzern,2020-02-26,,,,1.0,1.0,,,,, +22562465,Wohnung,2380.0,2180.0,200.0,74.0,3.5,1.0,01.03.2020,,1.0,300.0,300.0,,"Werftestrasse 2, 6005 Luzern",2019-12-09,luzern,2020-02-26,,,1.0,1.0,,,,,2000.0,1.0 +22312527,Dachwohnung,4190.0,3800.0,390.0,163.0,3.5,5.0,nachVereinbarung,,,,,,"Pilatusstrasse 26, 6003 Luzern",2019-12-10,luzern,2020-02-26,,,,,,,,,, +22575695,Wohnung,1680.0,1510.0,170.0,65.0,3.0,2.0,nachVereinbarung,1.0,1.0,,,,"Löwengrube 5, 6014 Luzern",2019-12-11,luzern,2020-02-26,,1.0,,1.0,,,,,, +21562437,Wohnung,1750.0,1600.0,150.0,40.0,2.0,,sofort,,1.0,130.0,500.0,3.0,"Sternmattstrasse 18, 6006 Luzern",,luzern,2020-02-26,2019,,1.0,,,400.0,400.0,400.0,, +22590766,Wohnung,1990.0,1850.0,140.0,64.0,2.5,,01.03.2020,1.0,1.0,120.0,700.0,4.0,"Hirtenhofstrasse 4, 6005 Luzern",2019-12-09,luzern,2020-02-26,2019,,,,,400.0,480.0,480.0,, +22544942,Wohnung,1430.0,1290.0,140.0,,2.0,3.0,sofort,,,,,,"Bernstrasse 9, 6003 Luzern LU",2019-12-05,luzern,2020-02-26,,,1.0,1.0,,,,,, +22545956,Wohnung,1930.0,1655.0,275.0,90.0,4.0,,nachVereinbarung,1.0,1.0,50.0,150.0,,"Giselistrasse 8, 6006 Luzern",2019-12-06,luzern,2020-02-26,,,1.0,1.0,,100.0,100.0,,,1.0 +22543276,Wohnung,1780.0,1530.0,250.0,92.0,4.5,2.0,sofort,,,,,,"Imfangring 16, 6005 Luzern",2019-12-05,luzern,2020-02-26,,,,,,,,,, +22544940,Wohnung,700.0,,,10.0,1.0,3.0,nachVereinbarung,1.0,1.0,,,,"Obergütschstrasse 33, 6003 Luzern LU",2019-12-05,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22542238,Wohnung,2710.0,2450.0,260.0,102.0,3.5,2.0,01.04.2020,1.0,1.0,500.0,,3.0,"Alpenquai 20, 6005 Luzern",2019-12-05,luzern,2020-02-26,1992,,,,,,,,2500.0,1.0 +22606066,Maisonette,6700.0,6300.0,400.0,190.0,4.5,4.0,nachVereinbarung,1.0,1.0,300.0,300.0,,6004 Luzern,2019-12-07,luzern,2020-02-26,,,,1.0,,1000.0,300.0,300.0,600.0, +22544025,Wohnung,2850.0,,,64.0,2.5,0.0,nachVereinbarung,1.0,1.0,100.0,400.0,,"Seeburgstrasse 26, 6006 Luzern",,luzern,2020-02-26,,,,1.0,,400.0,650.0,650.0,1000.0,1.0 +22546909,Dachwohnung,1100.0,925.0,175.0,40.0,2.0,,sofort,,,,,,"Stollbergrain 3, 6003 Luzern",2019-12-06,luzern,2020-02-26,,,,1.0,,,,,, +21921395,Wohnung,2470.0,2200.0,270.0,,4.5,,sofort,,1.0,,,,"Schäferweg 2, 6005 Luzern",2019-12-09,luzern,2020-02-26,,1.0,,,,,,,, +22539112,Wohnung,1540.0,1340.0,200.0,50.0,3.0,1.0,sofort,,,180.0,430.0,,"Blattenmoosstrasse 2, 6014 Luzern",2019-12-05,luzern,2020-02-26,,1.0,1.0,,1.0,80.0,210.0,,, +22908924,Wohnung,1590.0,1390.0,200.0,85.0,2.5,1.0,sofort,,1.0,,,,"Büttenenhalde 49, 6006 Luzern",2019-12-04,luzern,2020-02-26,,,,,,,,,,1.0 +23001094,Wohnung,1360.0,1240.0,120.0,,2.0,1.0,,1.0,,,,,"Ruopigenstrasse 20, 6015 Luzern",2019-12-04,luzern,2020-02-26,,1.0,1.0,1.0,,,,,, +22525472,Wohnung,1540.0,1280.0,260.0,74.0,3.5,4.0,nachVereinbarung,1.0,1.0,200.0,1000.0,5.0,"Längweiherstr. 20, 6014 Luzern",2019-12-03,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,200.0,500.0,1500.0,,1.0 +22680126,Wohnung,1790.0,1610.0,180.0,68.0,3.0,1.0,,,1.0,100.0,100.0,,"Bireggstrasse 14, 6003 Luzern",2019-12-05,luzern,2020-02-26,,,,1.0,,,,,, +22312306,Dachwohnung,1510.0,1300.0,210.0,65.0,3.5,3.0,nachVereinbarung,1.0,,,,,"Bernstrasse 20, 6003 Luzern",2020-01-14,luzern,2020-02-26,,,,1.0,,,,,, +22521727,Maisonette,1860.0,1680.0,180.0,,2.5,4.0,sofort,,,,,,"Eisengasse 13, 6004 Luzern",2019-12-03,luzern,2020-02-26,,,,1.0,,,,,, +22877792,Wohnung,1620.0,1500.0,120.0,65.0,3.0,3.0,01.03.2020,1.0,,100.0,100.0,,"Klosterstrasse 5, 6003 Luzern",,luzern,2020-02-26,,,,,,,,,, +22535439,Wohnung,1500.0,1350.0,150.0,90.0,3.5,4.0,sofort,1.0,,,,6.0,"Bennenegg, 13, 6014 Luzern LU",2019-12-04,luzern,2020-02-26,2018,1.0,,,,,,,, +22541852,Wohnung,1900.0,1620.0,280.0,80.0,4.0,3.0,nachVereinbarung,1.0,,100.0,150.0,4.0,"Matthofring 24, 6005 Luzern",2019-12-05,luzern,2020-02-26,1960,1.0,1.0,1.0,1.0,100.0,1000.0,1000.0,,1.0 +22523899,Wohnung,1720.0,1460.0,260.0,89.0,4.5,6.0,nachVereinbarung,1.0,1.0,200.0,1000.0,5.0,"Längweiherstr. 20, 6014 Luzern",2019-12-03,luzern,2020-02-26,1978,1.0,1.0,1.0,1.0,200.0,500.0,1500.0,,1.0 +22500594,Wohnung,2310.0,2060.0,250.0,100.0,4.5,1.0,01.03.2020,,,50.0,100.0,,"Denkmalstrasse 5, 6006 Luzern",2019-11-28,luzern,2020-02-26,,,,,,750.0,750.0,750.0,, +22506960,Wohnung,1535.0,1280.0,255.0,79.0,2.5,4.0,nachVereinbarung,,,,,,"Brünigstrasse 16, 6005 Luzern",2019-11-29,luzern,2020-02-26,,,,,,,,,, +22495995,Wohnung,1750.0,,,58.0,2.5,6.0,nachVereinbarung,1.0,1.0,,,3.0,"Winkelriedstrasse 56, 6003 Luzern LU",2019-11-27,luzern,2020-02-26,1963,,,,,,,,, +22518092,Dachwohnung,1850.0,1700.0,150.0,63.0,2.5,6.0,01.05.2020,1.0,1.0,,,3.0,"Kasimir-Pfyffer-Strasse 15, 6003 Luzern",2019-12-02,luzern,2020-02-26,1923,,1.0,,,,,,, +22493964,Wohnung,2250.0,1950.0,300.0,103.0,4.0,2.0,sofort,1.0,1.0,10.0,80.0,,"Klosterstrasse 12a, 6003 Luzern",2019-11-27,luzern,2020-02-26,,,,1.0,,,,,1000.0, +22492125,Dachwohnung,1240.0,1050.0,190.0,50.0,2.5,4.0,nachVereinbarung,,,,,5.0,"Neustadtstrasse 31, 6003 Luzern",2019-11-27,luzern,2020-02-26,1923,,,,,,,,, +22991228,Wohnung,1880.0,1690.0,190.0,84.0,3.5,0.0,sofort,1.0,1.0,50.0,1830.0,6.0,"Büttenenring 1a, 6006 Luzern",,luzern,2020-02-26,2018,,,1.0,1.0,280.0,2000.0,,,1.0 +22884417,Wohnung,2750.0,2500.0,250.0,,3.5,5.0,01.03.2020,1.0,1.0,390.0,660.0,,"Hirtenhofring 30, 6005 Luzern",2019-11-29,luzern,2020-02-26,2019,1.0,1.0,1.0,1.0,360.0,870.0,1000.0,,1.0 +22529385,Dachwohnung,3459.0,3119.0,340.0,167.0,5.5,6.0,01.03.2020,1.0,1.0,200.0,300.0,5.0,"Bleicherstrasse 21, 6003 Luzern",2019-11-29,luzern,2020-02-26,2011,,1.0,1.0,1.0,,,,1000.0, +22516547,Wohnung,2450.0,2200.0,250.0,100.0,4.0,1.0,01.04.2020,1.0,,,,4.0,"Maihofstrasse 27, 6004 Luzern",2019-12-02,luzern,2020-02-26,1903,,,1.0,,,,,, +22476304,Wohnung,1450.0,,,42.0,2.5,5.0,nachVereinbarung,,,,,,"Morgartenstrasse 5, 6003 Luzern",2019-11-25,luzern,2020-02-26,,,,,,,,,, +22465608,Wohnung,2130.0,1890.0,240.0,89.0,3.0,4.0,01.04.2020,,1.0,100.0,100.0,5.0,"Bruchstrasse 4, 6003 Luzern",2019-11-22,luzern,2020-02-26,2012,,,1.0,,,,,, +22768645,Wohnung,1750.0,1490.0,260.0,74.0,4.0,1.0,sofort,1.0,,,,5.0,"Hirtenhofstrasse 6, 6005 Luzern",2019-11-25,luzern,2020-02-26,1974,1.0,1.0,1.0,,,,,,1.0 +22991950,Wohnung,3120.0,2900.0,220.0,106.0,4.5,4.0,01.04.2020,1.0,1.0,,,,"Winkelriedstrasse 32, 6003 Luzern",2019-11-22,luzern,2020-02-26,,,,,,,,,, +22477147,Wohnung,2000.0,1800.0,200.0,77.0,3.0,1.0,sofort,,1.0,,,,"Hertensteinstrasse 66, 6004 Luzern",,luzern,2020-02-26,,,1.0,,,,,,, +22339467,Wohnung,1325.0,1185.0,140.0,34.0,1.5,4.0,sofort,1.0,1.0,400.0,2000.0,,"Kreuzbuchrain 14, 6006 Luzern",2019-11-25,luzern,2020-02-26,1975,,,1.0,,600.0,600.0,2000.0,8000.0,1.0 +21849431,Wohnung,2350.0,2100.0,250.0,107.0,4.5,5.0,nachVereinbarung,1.0,1.0,,,,"Kreuzbuchstrasse 101, 6006 Luzern",,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +22476228,Wohnung,1700.0,,,,3.0,1.0,02.03.2020,1.0,,,,,"Ruflisbergstrasse, 6006 Luzern",2019-11-25,luzern,2020-02-26,,,,,,,,,, +22310608,Wohnung,2000.0,1800.0,200.0,97.0,4.0,6.0,nachVereinbarung,,,10.0,20.0,5.0,"Hallwilerweg 16, 6003 Luzern",2019-11-26,luzern,2020-02-26,1951,,,,,,,100.0,, +22443703,Wohnung,2400.0,2100.0,300.0,105.0,4.5,2.0,sofort,1.0,1.0,100.0,300.0,,"Langensandstrasse 74, 6005 Luzern",2019-11-19,luzern,2020-02-26,,1.0,,1.0,1.0,,,,3000.0,1.0 +22451028,Wohnung,1470.0,1250.0,220.0,80.0,3.5,3.0,nachVereinbarung,,1.0,,,6.0,"Obergütschrain 7, 6003 Luzern",2019-11-20,luzern,2020-02-26,1984,,,,,,,,, +22991951,Wohnung,3020.0,2800.0,220.0,107.0,3.5,2.0,01.04.2020,1.0,1.0,,,,"Winkelriedstrasse 32, 6003 Luzern",2019-11-22,luzern,2020-02-26,,,,,,,,,, +22905876,Wohnung,1946.0,1696.0,250.0,89.0,4.5,3.0,nachVereinbarung,1.0,1.0,100.0,2000.0,5.0,"Büttenenstrasse 16, 6006 Luzern",2019-11-19,luzern,2020-02-26,1974,,,,1.0,500.0,2000.0,2000.0,, +22443702,Wohnung,2600.0,2400.0,200.0,100.0,2.5,4.0,,,,50.0,150.0,,"Furrengasse 11, 6004 Luzern",2019-11-19,luzern,2020-02-26,1642,,,,,,,,1500.0, +22450415,Wohnung,1619.0,1489.0,130.0,55.0,2.5,1.0,sofort,,,300.0,500.0,3.0,"Grüneggstrasse 10, 6005 Luzern",2019-11-20,luzern,2020-02-26,1958,,,,,500.0,500.0,500.0,2000.0, +22447435,Wohnung,1520.0,1300.0,220.0,70.0,3.5,4.0,sofort,,,100.0,200.0,,"Obergrundstrasse 85, 6005 Luzern",2019-11-20,luzern,2020-02-26,,,,,,,,,400.0, +19863483,Wohnung,1670.0,1450.0,220.0,81.0,3.5,2.0,nachVereinbarung,,1.0,,,5.0,"Maihofstr. 68A, 6006 Luzern",2019-11-15,luzern,2020-02-26,1965,,,,,,198.0,,, +22395380,Wohnung,1800.0,1600.0,200.0,,3.5,6.0,nachVereinbarung,1.0,1.0,,,,"Birkenstrasse 11, 6003 Luzern",2019-11-12,luzern,2020-02-26,,,,1.0,,,,,, +22505763,Wohnung,1990.0,1830.0,160.0,74.0,2.5,4.0,,,1.0,,,,"Löwengraben 11|13, 6004 Luzern",2019-11-14,luzern,2020-02-26,,,,1.0,,,,,, +21396180,Wohnung,1550.0,,,,4.0,1.0,sofort,1.0,,200.0,500.0,,"Rothenring 25, 6015 Luzern",2019-11-07,luzern,2020-02-26,1960,,,1.0,,,,,1000.0, +22442762,Wohnung,1890.0,1650.0,240.0,,4.5,,nachVereinbarung,1.0,,,,,"Giselistrasse 4, 6006 Luzern",2019-11-06,luzern,2020-02-26,,,,1.0,,,,,, +22393200,Wohnung,1950.0,1750.0,200.0,58.0,2.5,2.0,12.04.2020,1.0,,630.0,90.0,,"Fluhmattstrasse 2, 6004 Luzern",,luzern,2020-02-26,,,1.0,,1.0,1170.0,340.0,,, +22738965,Wohnung,1820.0,1680.0,140.0,64.0,2.5,1.0,,1.0,,250.0,250.0,3.0,"Dammstrasse 11, 6003 Luzern",2019-11-11,luzern,2020-02-26,1923,,,,1.0,500.0,500.0,,1000.0, +22367561,Maisonette,2000.0,1800.0,200.0,80.0,2.5,0.0,nachVereinbarung,1.0,,100.0,1000.0,4.0,"Schlösslihalde 15E, 6006 Luzern",2019-11-07,luzern,2020-02-26,2003,1.0,,,,2000.0,1000.0,1000.0,4000.0, +22370207,Wohnung,1290.0,1100.0,190.0,51.0,2.0,1.0,,,,,,,6004 Luzern,2019-11-07,luzern,2020-02-26,,,,,,,,,, +22940890,Wohnung,1090.0,910.0,180.0,43.0,2.5,,01.07.2020,1.0,1.0,,,,"Fluhmühlerain 12, 6015 Luzern",2019-11-06,luzern,2020-02-26,,1.0,,1.0,1.0,,,,, +22371269,Wohnung,1600.0,1390.0,210.0,80.0,3.0,3.0,sofort,1.0,1.0,,,,"Dufourstrasse 27, 6003 Luzern",2019-11-08,luzern,2020-02-26,,,,,,,,,, +22940891,Wohnung,1495.0,1275.0,220.0,71.0,3.5,,01.07.2020,1.0,1.0,,,,"Fluhmühlerain 12, 6015 Luzern",2019-11-06,luzern,2020-02-26,,1.0,,1.0,1.0,,,,, +15361217,Loft,1790.0,1440.0,350.0,140.0,2.0,2.0,nachVereinbarung,,,200.0,200.0,6.0,"Grossmatte, 6014 Luzern",2020-01-23,luzern,2020-02-26,2012,1.0,,1.0,,,,,2000.0, +22395812,Wohnung,1400.0,1200.0,200.0,,2.5,2.0,sofort,,,,,,"Schrotmättli 13A, 6014 Luzern",2019-11-06,luzern,2020-02-26,,,,,,,,,, +22477231,Wohnung,1830.0,1530.0,300.0,80.0,3.0,1.0,sofort,1.0,,10.0,500.0,,"Bodenhofstrasse 2, 6005 Luzern",2019-11-04,luzern,2020-02-26,,1.0,,1.0,,200.0,200.0,,, +22359358,Wohnung,1500.0,,,,3.0,3.0,sofort,1.0,,8.0,10.0,,"Obergrundstrasse 71a, 6003 Luzern",2019-11-29,luzern,2020-02-26,,,1.0,1.0,1.0,200.0,,,150.0, +22330000,Wohnung,4650.0,4200.0,450.0,152.0,5.5,,,1.0,,50.0,900.0,,"Bellerivestrasse 40, 6006 Luzern",2019-11-02,luzern,2020-02-26,1976,1.0,,1.0,,1100.0,1100.0,,,1.0 +22869780,Wohnung,1680.0,1540.0,140.0,68.0,3.5,1.0,sofort,1.0,1.0,,,,"Liebenauweg 10, 6006 Luzern",2019-10-30,luzern,2020-02-26,,,1.0,,,,,,,1.0 +22491405,Wohnung,990.0,890.0,100.0,36.0,1.0,,01.04.2020,,1.0,100.0,100.0,,"Voltastrasse 40, 6005 Luzern",2019-11-06,luzern,2020-02-26,,,,,,,,,, +22339984,Wohnung,1735.0,1520.0,215.0,91.0,3.5,2.0,nachVereinbarung,,,,,5.0,"Studhaldenstrasse 3, 6005 Luzern",2019-11-04,luzern,2020-02-26,1965,,,,,,,,, +22357464,Wohnung,2470.0,2210.0,260.0,115.0,5.5,0.0,sofort,,1.0,,,,"Büttenenhalde 36, 6006 Luzern",2019-11-06,luzern,2020-02-26,,,1.0,,,,,,, +22145238,Attika,2050.0,1950.0,100.0,60.0,2.5,6.0,sofort,,1.0,240.0,320.0,3.0,"Burgerstrasse 17, 6003 Luzern",2019-11-06,luzern,2020-02-26,2014,,,1.0,,,,,, +21339799,Wohnung,2235.0,1950.0,285.0,120.0,4.5,1.0,sofort,1.0,1.0,,,,"Geissmattstrasse 46, 6004 Luzern",2019-10-31,luzern,2020-02-26,,,,1.0,,,,,,1.0 +22270596,Terrassenwohnung,1920.0,1700.0,220.0,75.0,3.5,0.0,sofort,1.0,1.0,200.0,1000.0,,"Bergstrasse 36, 6004 Luzern",2019-10-23,luzern,2020-02-26,,1.0,1.0,1.0,,1000.0,1000.0,3000.0,1500.0,1.0 +22271830,Wohnung,1920.0,1700.0,220.0,75.0,3.5,1.0,sofort,1.0,1.0,200.0,1000.0,,"Bergstrasse 36, 6004 Luzern",2019-10-23,luzern,2020-02-26,,1.0,,,,,,,1500.0,1.0 +22307221,Wohnung,2140.0,1890.0,250.0,108.0,4.5,2.0,01.04.2020,1.0,1.0,,,,"Rothenpark 3, 6015 Luzern",2019-10-29,luzern,2020-02-26,,1.0,,,,,,,,1.0 +22306027,Wohnung,2230.0,2010.0,220.0,88.0,3.5,3.0,01.06.2020,1.0,1.0,50.0,50.0,,"Kreuzbuchstrasse 65, 6006 Luzern",2019-10-29,luzern,2020-02-26,,,,,,50.0,50.0,2200.0,5000.0, +22263782,Wohnung,2990.0,2710.0,280.0,135.0,4.0,1.0,01.04.2020,1.0,,10.0,10.0,4.0,"Hirschmattstrasse 28, 6003 Luzern",2019-10-22,luzern,2020-02-26,,,,,,,,,, +22991231,Attika,2360.0,2170.0,190.0,73.0,2.5,6.0,sofort,1.0,1.0,,,,"Eschenstrasse 26, 6005 Luzern",2019-10-25,luzern,2020-02-26,,,1.0,1.0,,,,,, +22287772,Wohnung,2360.0,2170.0,190.0,73.0,3.5,5.0,sofort,,,,,2.0,"Neustadtstr. 6, 6003 Luzern",2019-10-25,luzern,2020-02-26,1963,,,,,,189.0,,, +22410050,Wohnung,1920.0,1690.0,230.0,105.0,4.5,2.0,sofort,1.0,1.0,140.0,500.0,,"Giselihalde 9, 6006 Luzern",2019-10-28,luzern,2020-02-26,,,,,,250.0,400.0,400.0,4000.0, +22918680,Dachwohnung,2500.0,2300.0,200.0,120.0,2.5,2.0,nachVereinbarung,,,,,,6006 Luzern,2019-10-28,luzern,2020-02-26,,1.0,,,,,,,,1.0 +22306028,Wohnung,2880.0,2590.0,290.0,115.0,4.5,3.0,01.06.2020,1.0,1.0,50.0,50.0,,"Kreuzbuchstrasse 65, 6006 Luzern",2019-10-29,luzern,2020-02-26,,,,,,50.0,50.0,2200.0,5000.0, +22420914,Wohnung,1340.0,1250.0,90.0,36.0,1.5,2.0,nachVereinbarung,1.0,1.0,50.0,20.0,,"Langensandstrasse, 6005 Luzern",2019-10-18,luzern,2020-02-26,,,,,,,,,2000.0, +22420911,Wohnung,2680.0,2500.0,180.0,84.0,3.5,5.0,nachVereinbarung,1.0,1.0,50.0,100.0,4.0,"Langensandstrasse, 6005 Luzern",2019-10-18,luzern,2020-02-26,2018,,,,,,,,2000.0, +22770777,Wohnung,1600.0,1440.0,160.0,46.0,3.5,,sofort,,,150.0,510.0,,"Geissmattstrasse 3, 6004 Luzern",,luzern,2020-02-26,,,,,,710.0,720.0,,, +22221444,Wohnung,1530.0,1350.0,180.0,70.0,3.5,3.0,nachVereinbarung,1.0,,,,,"Maihofstrasse 6, 6004 Luzern",2019-10-15,luzern,2020-02-26,,1.0,,1.0,,,,,, +22238909,Wohnung,2020.0,1720.0,300.0,109.0,4.5,2.0,,1.0,1.0,300.0,500.0,4.0,"Matthof 26, 6014 Luzern",2019-10-17,luzern,2020-02-26,1982,,,1.0,1.0,200.0,600.0,200.0,3000.0,1.0 +22908855,Wohnung,1900.0,1700.0,200.0,,3.5,2.0,sofort,1.0,1.0,80.0,850.0,,"Steinhofstrasse 60, 6003 Luzern",2019-10-16,luzern,2020-02-26,,,,,,,,,, +22238609,Wohnung,1560.0,1390.0,170.0,70.0,3.0,5.0,sofort,,1.0,,150.0,,"Alpenstrasse 5, 6004 Luzern",2019-10-17,luzern,2020-02-26,,,1.0,,,,,,, +22260550,Wohnung,1820.0,1620.0,200.0,90.0,4.5,3.0,nachVereinbarung,,,,,5.0,"Würzenbachhalde 7, 6006 Luzern",2019-10-22,luzern,2020-02-26,1961,1.0,1.0,,1.0,,,,,1.0 +22251801,Wohnung,1565.0,1460.0,105.0,35.0,2.5,4.0,nachVereinbarung,,1.0,,,2.0,"Seehof 7, 6004 Luzern LU",2019-10-20,luzern,2020-02-26,1985,,,,,,,,, +22245838,Wohnung,1565.0,1460.0,105.0,35.0,2.5,4.0,nachVereinbarung,,1.0,,,2.0,"Seehof 7, 6004 Luzern",2019-10-18,luzern,2020-02-26,1985,,,,,,,,, +22196532,Wohnung,1710.0,1480.0,230.0,71.0,3.5,3.0,nachVereinbarung,,1.0,,,4.0,"Neustadtstr. 8c, 6003 Luzern",2019-10-11,luzern,2020-02-26,1961,,,,,,184.0,,, +22223176,Wohnung,1550.0,1300.0,250.0,72.0,4.0,7.0,nachVereinbarung,,,700.0,1000.0,5.0,"Fluhmühlerain 9, 6015 Luzern",2019-10-15,luzern,2020-02-26,1966,,,,,400.0,800.0,800.0,, +22870036,Wohnung,1870.0,1690.0,180.0,75.0,3.0,2.0,sofort,1.0,,300.0,400.0,4.0,"Rankhofstrasse 20, 6006 Luzern",2019-10-15,luzern,2020-02-26,1940,1.0,,1.0,,400.0,400.0,,1000.0, +21193155,Dachwohnung,2100.0,1870.0,230.0,100.0,4.5,,nachVereinbarung,,,,,4.0,"Bernstrasse 57 b, 6003 Luzern",2019-10-03,luzern,2020-02-26,,,,,,,,,, +22210067,Wohnung,1930.0,1750.0,180.0,60.0,3.0,2.0,sofort,,,100.0,100.0,,"Friedenstrasse 7, 6004 Luzern",,luzern,2020-02-26,,,1.0,,,,,,, +17323378,Wohnung,1890.0,1650.0,240.0,97.0,3.5,0.0,sofort,1.0,1.0,20.0,20.0,6.0,"Grossmatte 2A-I, 6014 Luzern",,luzern,2020-02-26,2018,,1.0,1.0,1.0,650.0,610.0,,,1.0 +22918689,Wohnung,1460.0,1360.0,100.0,67.0,1.5,1.0,nachVereinbarung,,,,,,6014 Luzern,2019-10-03,luzern,2020-02-26,,1.0,,,,,,,, +21989914,Wohnung,950.0,800.0,150.0,18.0,1.5,1.0,sofort,,,100.0,100.0,,"Grimselweg 4, 6005 Luzern",2019-10-15,luzern,2020-02-26,,,,1.0,,,,,, +21689361,Wohnung,1790.0,1540.0,250.0,80.0,3.5,4.0,sofort,1.0,1.0,,,,"Unter-Geissenstein 8, 6005 Luzern",2019-10-14,luzern,2020-02-26,,,,1.0,,,,,, +22089242,Wohnung,1995.0,1615.0,380.0,110.0,4.5,2.0,nachVereinbarung,,1.0,,,6.0,"Liebenauweg 6, 6006 Luzern",2019-10-03,luzern,2020-02-26,1978,,,,,,307.0,,, +22122909,Wohnung,1620.0,1470.0,150.0,,3.5,3.0,sofort,1.0,,,,,"Mattweg, 6014 Luzern",2019-09-30,luzern,2020-02-26,,1.0,,1.0,,,,,,1.0 +21872717,Dachwohnung,1590.0,1300.0,290.0,58.0,3.0,2.0,sofort,1.0,,250.0,250.0,,"Hochrütiring 11, 6005 Luzern",2019-09-30,luzern,2020-02-26,,1.0,1.0,1.0,,,500.0,500.0,2000.0, +22137579,Wohnung,1820.0,1700.0,120.0,58.0,2.5,7.0,nachVereinbarung,,,,,3.0,"Winkelriedstrasse 56, 6003 Luzern",2019-09-30,luzern,2020-02-26,1964,,,,,,,,, +22129023,Wohnung,1800.0,1600.0,200.0,70.0,3.5,1.0,sofort,1.0,,,,,"St.-Karli-Strasse, 6004 Luzern",2019-10-01,luzern,2020-02-26,,,,,,,,,, +22130587,Wohnung,3100.0,2850.0,250.0,110.0,5.0,1.0,sofort,1.0,,250.0,,3.0,"Adligenswilerstrasse 25, 6006 Luzern",2019-10-02,luzern,2020-02-26,1923,,,1.0,,,,,, +21427926,Wohnung,2690.0,2350.0,340.0,120.0,4.5,2.0,,1.0,1.0,,,,"Rosenbergweg 2, 6004 Luzern",2019-09-24,luzern,2020-02-26,,,,1.0,1.0,,,,,1.0 +22130578,Wohnung,1580.0,1370.0,210.0,72.0,3.5,1.0,,1.0,1.0,300.0,300.0,5.0,"Kanonenstrasse 8, 6003 Luzern",2019-10-02,luzern,2020-02-26,1992,,,,,,,,,1.0 +22143919,Dachwohnung,2140.0,1840.0,300.0,103.0,3.5,6.0,nachVereinbarung,1.0,1.0,,,5.0,"Cheerstrasse 13d, 6014 Luzern",2019-10-03,luzern,2020-02-26,2016,1.0,,1.0,,,,,, +22128369,Wohnung,3000.0,2700.0,300.0,130.0,4.5,0.0,sofort,1.0,,,,3.0,"Langensandweg 12, 6005 St. Niklausen LU",2019-10-01,luzern,2020-02-26,1963,1.0,1.0,1.0,,,,,,1.0 +22420861,Wohnung,1550.0,1320.0,230.0,,3.0,4.0,sofort,,,,,,"Dammstrasse 17, 6003 Luzern",2019-09-24,luzern,2020-02-26,,,,,,,,,, +21223579,Maisonette,2500.0,2250.0,250.0,118.0,4.5,2.0,sofort,1.0,1.0,100.0,300.0,3.0,"Jodersmatt 8, 6014 Luzern",2019-09-13,luzern,2020-02-26,1992,1.0,1.0,1.0,1.0,200.0,200.0,750.0,3000.0, +22035194,Wohnung,1850.0,1620.0,230.0,77.0,3.5,3.0,nachVereinbarung,1.0,1.0,,,4.0,"Maihofstr. 68A, 6006 Luzern",2019-09-16,luzern,2020-02-26,1965,,,,,,198.0,,,1.0 +22012547,Wohnung,1920.0,1800.0,120.0,73.0,2.5,5.0,nachVereinbarung,,,100.0,250.0,4.0,"Zähringerstrasse 7, 6003 Luzern",,luzern,2020-02-26,1909,,1.0,1.0,,,,,, +22035275,Wohnung,1700.0,1590.0,110.0,60.0,2.5,,,,,,,,6015 Luzern / LU,2019-09-16,luzern,2020-02-26,,,,,,,,,, +22040351,Wohnung,1680.0,1480.0,200.0,80.0,3.5,,sofort,1.0,,10.0,1150.0,,"Obergütschstrasse 9, 6003 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,430.0,2660.0,,,1.0 +22049589,Wohnung,2995.0,2740.0,255.0,96.0,4.0,7.0,sofort,1.0,1.0,230.0,300.0,4.0,"Wesemlinstrasse 2, 6006 Luzern",,luzern,2020-02-26,2019,,1.0,1.0,,500.0,310.0,,,1.0 +22420909,Wohnung,1990.0,1870.0,120.0,58.0,2.5,3.0,nachVereinbarung,1.0,1.0,50.0,100.0,4.0,"Langensandstrasse, 6005 Luzern",2019-09-23,luzern,2020-02-26,2018,,,,,,,,2000.0, +16241976,Wohnung,4990.0,4690.0,300.0,160.0,5.5,0.0,sofort,1.0,1.0,350.0,1000.0,,"Bellerivestrasse 25, 6006 Luzern",,luzern,2020-02-26,,1.0,1.0,1.0,1.0,1000.0,1000.0,1500.0,3200.0,1.0 +22388299,Wohnung,1700.0,1430.0,270.0,103.0,5.5,4.0,nachVereinbarung,1.0,,500.0,500.0,5.0,"Unterwilrain 48, 6014 Luzern",2019-09-20,luzern,2020-02-26,1967,,,,,400.0,400.0,1000.0,, +22402173,Wohnung,2025.0,1775.0,250.0,120.0,3.5,2.0,sofort,,1.0,,,,"An der Kleinen Emme 2, 6014 Luzern",2019-09-17,luzern,2020-02-26,,,,,,,,,, +21978396,Wohnung,1630.0,1450.0,180.0,,3.0,,sofort,1.0,1.0,200.0,100.0,,"Bireggstrasse 29, 6003 Luzern",2019-09-07,luzern,2020-02-26,,,,1.0,1.0,,,,1400.0, +22143938,Wohnung,1735.0,1490.0,245.0,79.0,3.5,3.0,sofort,1.0,1.0,,500.0,,"Udelbodenstrasse 3, 6014 Luzern",2019-09-06,luzern,2020-02-26,,,,1.0,,,,,2000.0, +21976724,Wohnung,1840.0,1650.0,190.0,85.0,4.0,3.0,sofort,,1.0,,,4.0,"Maihofstrasse 44, 6004 Luzern",2019-09-09,luzern,2020-02-26,1960,,,1.0,,,,,, +22078309,Attika,3900.0,3600.0,300.0,130.0,4.5,6.0,nachVereinbarung,1.0,1.0,250.0,,3.0,"Lindenhausstrasse 2a, 6005 Luzern",2019-09-06,luzern,2020-02-26,2019,,1.0,1.0,,,,,1200.0, +21424634,Wohnung,2590.0,2350.0,240.0,90.0,4.5,,sofort,1.0,1.0,,,3.0,"Obergrundstrasse 91, 6003 Luzern",2019-09-09,luzern,2020-02-26,1905,,,,,,,,, +22248060,Wohnung,3400.0,2950.0,450.0,175.0,6.5,0.0,sofort,1.0,1.0,,,5.0,"Schweizerhausstrasse 15, 6006 Luzern",2019-09-05,luzern,2020-02-26,1979,1.0,,1.0,,,,,,1.0 +21988166,Wohnung,1450.0,1250.0,200.0,68.0,3.0,2.0,sofort,1.0,,180.0,420.0,,"Blattenmoosstr 4, 6014 Luzern",,luzern,2020-02-26,,1.0,1.0,,1.0,80.0,210.0,,, +21989818,Wohnung,1450.0,1300.0,150.0,55.0,2.0,3.0,01.04.2020,1.0,,300.0,350.0,,"Hochrütistrasse 32, 6005 Luzern",2020-01-23,luzern,2020-02-26,,,,1.0,,400.0,400.0,400.0,, +22983909,Attika,3900.0,,,152.0,4.5,8.0,nachVereinbarung,1.0,1.0,,,,6006 Luzern,2019-09-12,luzern,2020-02-26,,,,,,,,,, +21989801,Wohnung,1490.0,1290.0,200.0,70.0,3.0,1.0,sofort,1.0,,500.0,1000.0,5.0,"Elfenaustrasse 29, 6005 Luzern",2019-09-09,luzern,2020-02-26,1959,,,1.0,,,,,1500.0, +22067158,Wohnung,2170.0,1850.0,320.0,110.0,4.5,1.0,nachVereinbarung,1.0,1.0,,,,"Büttenenhalde 38, 6006 Luzern",2019-08-29,luzern,2020-02-26,,1.0,1.0,1.0,1.0,,,,,1.0 +21956732,Wohnung,1440.0,1260.0,180.0,35.0,2.0,2.0,nachVereinbarung,,,300.0,,2.0,"Stollbergstrasse 18, 6003 Luzern",2019-09-04,luzern,2020-02-26,1939,,1.0,1.0,1.0,400.0,400.0,,, +21944806,Wohnung,1480.0,1200.0,280.0,84.0,3.5,3.0,01.04.2020,1.0,1.0,10.0,100.0,6.0,"Baselstrasse 33, 6003 Luzern",2019-09-03,luzern,2020-02-26,1970,,1.0,1.0,,500.0,500.0,1000.0,,1.0 +21817852,Wohnung,1470.0,1300.0,170.0,,3.0,2.0,,1.0,,320.0,800.0,,"Würzenbachstrasse 51, 6006 Luzern",2019-10-14,luzern,2020-02-26,,1.0,,1.0,,,,,, +21952482,Wohnung,2100.0,1870.0,230.0,99.0,4.5,1.0,sofort,,,200.0,500.0,4.0,"Grüneggstrasse 19, 6005 Luzern",2019-09-04,luzern,2020-02-26,1952,,,,,500.0,500.0,500.0,2000.0, +22420913,Wohnung,2190.0,2000.0,190.0,95.0,3.5,3.0,nachVereinbarung,1.0,1.0,50.0,20.0,,"Langensandstrasse, 6005 Luzern",2019-08-30,luzern,2020-02-26,,,,,,,,,2000.0, +20668824,Wohnung,2090.0,1890.0,200.0,92.0,3.0,2.0,sofort,1.0,1.0,100.0,100.0,5.0,"Bruchstrasse 4, 6003 Luzern",2019-09-04,luzern,2020-02-26,2012,,,1.0,,,,,, +22680136,Attika,4630.0,4200.0,430.0,180.0,6.5,9.0,,1.0,1.0,50.0,500.0,,"Hirtenhofstrasse 36, 6005 Luzern",2019-09-05,luzern,2020-02-26,,1.0,1.0,1.0,1.0,100.0,600.0,1000.0,,1.0 +22936864,Dachwohnung,1930.0,1800.0,130.0,73.0,2.5,4.0,nachVereinbarung,1.0,1.0,700.0,400.0,5.0,"Zihlmattweg 19, 6005 Luzern",2019-09-04,luzern,2020-02-26,2016,1.0,,1.0,,,400.0,,2000.0,1.0 +21896013,Wohnung,2400.0,2190.0,210.0,94.0,3.5,1.0,sofort,,,,,5.0,"Stutzstrasse 2, 6005 Luzern",2019-08-26,luzern,2020-02-26,2017,,,,,,,,, +22727539,Wohnung,1330.0,1180.0,150.0,61.0,2.5,0.0,sofort,1.0,1.0,20.0,20.0,6.0,"Grossmatte 2A-I, 6014 Luzern",,luzern,2020-02-26,2018,,1.0,1.0,1.0,650.0,610.0,,, +21894812,Wohnung,1285.0,1190.0,95.0,32.0,1.0,3.0,nachVereinbarung,1.0,,100.0,100.0,4.0,"Ledergasse 10, 6004 Luzern",2019-08-26,luzern,2020-02-26,2019,,,1.0,,,,,2000.0, +19222117,Wohnung,1990.0,1840.0,150.0,,3.5,,sofort,1.0,,40.0,330.0,,"Maihofstrasse 39, 6004 Luzern",,luzern,2020-02-26,,,,1.0,,490.0,540.0,490.0,, +22944033,Wohnung,2220.0,,,100.0,4.5,,01.03.2020,1.0,1.0,200.0,300.0,,"Seefeldstrasse, 6006 Luzern",2019-08-19,luzern,2020-02-26,,,,,1.0,470.0,470.0,2200.0,5000.0, +22562464,Wohnung,4885.0,4605.0,280.0,159.0,4.5,4.0,16.03.2020,1.0,1.0,50.0,400.0,3.0,"Fluhmattstrasse 36, 6004 Luzern",2019-08-23,luzern,2020-02-26,2019,,,1.0,1.0,400.0,350.0,500.0,2300.0, +21821682,Wohnung,2650.0,2350.0,300.0,114.0,3.5,6.0,nachVereinbarung,,,300.0,100.0,,"Winkelriedstrasse 36, 6003 Luzern",2019-08-14,luzern,2020-02-26,,,,,,700.0,700.0,700.0,, +21859115,Wohnung,1540.0,1310.0,230.0,80.0,3.5,4.0,nachVereinbarung,,,5.0,50.0,,"Matthofring 62, 6005 Luzern",2019-08-21,luzern,2020-02-26,,,,,,10.0,10.0,350.0,, +22264243,Wohnung,1500.0,1310.0,190.0,50.0,2.5,,sofort,1.0,1.0,50.0,,,"Klosterstrasse 15, 6003 Luzern",2019-08-12,luzern,2020-02-26,,,,1.0,,,,,, +21797074,Loft,1510.0,1360.0,150.0,67.0,1.5,1.0,sofort,1.0,,100.0,300.0,3.0,"Oberbergsrasse 3, 6014 Luzern",2019-08-09,luzern,2020-02-26,1979,1.0,1.0,1.0,,,,,3000.0, +21811549,Wohnung,1340.0,1200.0,140.0,51.0,2.0,2.0,nachVereinbarung,,,,,4.0,"Sagenmattstrasse 20, 6003 Luzern",2019-08-13,luzern,2020-02-26,1943,,,,,,,,, +22417138,Wohnung,1310.0,1130.0,180.0,37.0,2.0,0.0,nachVereinbarung,1.0,,,,,"Stollbergstrasse 18, 6003 Luzern",2019-07-22,luzern,2020-02-26,,1.0,1.0,1.0,,,,,, +21910259,Wohnung,1470.0,1250.0,220.0,70.0,3.5,,sofort,1.0,,,,,"Unterwilrain 44, 6014 Luzern",2019-07-27,luzern,2020-02-26,,,1.0,1.0,,,,,, +22518393,Wohnung,1650.0,1500.0,150.0,,3.5,1.0,sofort,1.0,,200.0,650.0,,"Obermättlistrasse 6, 6015 Luzern",2019-07-17,luzern,2020-02-26,,1.0,,1.0,1.0,130.0,450.0,450.0,, +22032116,Wohnung,2295.0,2075.0,220.0,110.0,4.5,1.0,nachVereinbarung,1.0,,,,,"Zürichstrasse 83, 6004 Luzern",2019-08-09,luzern,2020-02-26,,,,1.0,,,,,, +21652740,Wohnung,2900.0,2700.0,200.0,,3.5,5.0,sofort,,1.0,,,,"Zentralstrasse 18, 6003 Luzern",2019-07-16,luzern,2020-02-26,,1.0,1.0,,,,,,, +21647844,Attika,2590.0,2340.0,250.0,100.0,3.5,5.0,sofort,1.0,1.0,10.0,100.0,5.0,"Luzernerstrasse 133a, 6014 Luzern",2019-07-15,luzern,2020-02-26,2019,1.0,1.0,1.0,,500.0,500.0,500.0,1000.0,1.0 +22870033,Wohnung,5200.0,4800.0,400.0,218.0,4.5,1.0,,1.0,1.0,400.0,,3.0,"Guggistrasse 14a, 6005 Luzern",2019-08-07,luzern,2020-02-26,2013,,,1.0,,,,,1600.0,1.0 +22064417,Wohnung,7900.0,7000.0,900.0,230.0,6.5,1.0,nachVereinbarung,1.0,1.0,160.0,450.0,,6003 Luzern,2019-07-19,luzern,2020-02-26,1772,,,1.0,,220.0,550.0,1200.0,1100.0, +22111070,Attika,2400.0,2210.0,190.0,73.0,2.5,6.0,sofort,1.0,1.0,,,,"Eschenstrasse 26, 6005 Luzern",2019-07-15,luzern,2020-02-26,,,,1.0,,,,,,1.0 +21735401,Wohnung,1470.0,1330.0,140.0,72.0,2.5,4.0,,,1.0,,,5.0,"Neustadtstrasse 7, 6003 Luzern",2019-07-30,luzern,2020-02-26,1962,,,,,,,,, +21250768,Wohnung,1630.0,1390.0,240.0,82.0,3.5,13.0,nachVereinbarung,,1.0,800.0,1100.0,,"Waldstrasse 5, 6015 Luzern",2019-07-10,luzern,2020-02-26,1970,1.0,,1.0,,450.0,450.0,1500.0,,1.0 +22717532,Maisonette,3900.0,3455.0,445.0,184.0,5.5,3.0,sofort,1.0,1.0,,,4.0,"Schönbühlstrand 14, 6005 Luzern",2019-07-02,luzern,2020-02-26,1992,1.0,,1.0,1.0,,,,,1.0 +21586549,Dachwohnung,3700.0,,,127.0,4.5,5.0,,1.0,1.0,30.0,50.0,4.0,"Hirschmattstrasse 8, 6003 Luzern",2019-11-18,luzern,2020-02-26,2017,,,1.0,,,,,, +22482938,Wohnung,1850.0,1660.0,190.0,75.0,3.5,2.0,sofort,1.0,1.0,200.0,200.0,,"St. Karlistrasse 66, 6004 Luzern",,luzern,2020-02-26,,,1.0,1.0,1.0,,,,1000.0, +21557672,Wohnung,8550.0,,,227.0,5.0,3.0,sofort,1.0,,50.0,,,"Haldenstrasse 22, 6006 Luzern",2019-12-12,luzern,2020-02-26,1982,,,,,,,,,1.0 +21586554,Maisonette,6900.0,,,320.0,8.0,3.0,sofort,1.0,1.0,100.0,300.0,,"Langensandstrasse, 6005 Luzern",2019-07-05,luzern,2020-02-26,,1.0,,1.0,1.0,300.0,500.0,,,1.0 +22855964,Maisonette,2050.0,1850.0,200.0,81.0,3.5,5.0,,1.0,1.0,100.0,100.0,4.0,"Museggstrasse 8a, 6004 Luzern",2019-06-29,luzern,2020-02-26,1987,,,1.0,,,,,,1.0 +21260347,Wohnung,1770.0,1620.0,150.0,70.0,3.5,,,,,,,,6015 Luzern / LU,2019-07-10,luzern,2020-02-26,,,,,,,,,, +21517240,Wohnung,4461.0,4301.0,160.0,121.0,4.5,2.0,sofort,1.0,1.0,,,,"Brandgässli 5, 6004 Luzern",2019-06-26,luzern,2020-02-26,,,,,,,,,, +20957707,Wohnung,3365.0,2910.0,455.0,160.0,6.0,1.0,nachVereinbarung,1.0,,170.0,400.0,5.0,"Reckenbühlstrasse 8, 6005 Luzern",2019-06-06,luzern,2020-02-26,1898,,,1.0,,,,,1100.0, +21460841,Wohnung,1490.0,1300.0,190.0,,3.0,2.0,sofort,1.0,,,,,"Grüneggstrasse 26, 6005 Luzern",2019-06-14,luzern,2020-02-26,,,1.0,,,,,,, +22855969,Wohnung,3150.0,2800.0,350.0,153.0,4.5,7.0,,1.0,1.0,20.0,20.0,5.0,"Zürichstrasse 7, 6004 Luzern",2019-06-08,luzern,2020-02-26,1987,1.0,,1.0,,,,,, +22483790,Wohnung,3870.0,3650.0,220.0,119.0,3.5,6.0,sofort,1.0,1.0,100.0,100.0,,"Schönbühlring 18, 6005 Luzern",2019-06-21,luzern,2020-02-26,,1.0,,1.0,1.0,400.0,400.0,,,1.0 +21514434,Wohnung,1430.0,1290.0,140.0,35.0,2.5,,nachVereinbarung,,,150.0,260.0,,"Bernstrasse 3, 6003 Luzern",,luzern,2020-02-26,,,,,,400.0,610.0,,, +22492564,Maisonette,1550.0,1350.0,200.0,73.0,3.5,4.0,sofort,1.0,,100.0,300.0,,"Bernstrasse 75, 6003 Luzern",2019-06-06,luzern,2020-02-26,,,,1.0,,,,,, +21395783,Wohnung,7400.0,,,227.0,6.0,1.0,,1.0,1.0,50.0,,,"Haldenstrasse 28, 6006 Luzern",2019-06-07,luzern,2020-02-26,1982,1.0,,,,,,,,1.0 +21285726,Wohnung,1670.0,1420.0,250.0,87.0,3.5,2.0,sofort,1.0,1.0,300.0,400.0,5.0,"Matthof 22, 6014 Luzern",2019-05-21,luzern,2020-02-26,1983,,,1.0,1.0,200.0,500.0,700.0,3000.0,1.0 +20898914,Wohnung,1780.0,1610.0,170.0,,4.0,3.0,sofort,,,20.0,350.0,,"Baselstrasse 97, 6003 Luzern",,luzern,2020-02-26,,,1.0,1.0,,490.0,700.0,,, +22420910,Wohnung,2280.0,2100.0,180.0,85.0,3.5,1.0,nachVereinbarung,1.0,1.0,50.0,100.0,5.0,"Langensandstrasse, 6005 Luzern",2019-06-03,luzern,2020-02-26,2018,,,,,,,,2000.0, +21218628,Wohnung,2230.0,2050.0,180.0,95.0,3.5,6.0,nachVereinbarung,1.0,1.0,50.0,,,"Rank 1, 6006 Luzern",2019-05-10,luzern,2020-02-26,,,,1.0,,,,,2000.0, +20591414,Wohnung,1710.0,1510.0,200.0,79.0,3.5,3.0,sofort,,,,,,"Imfangring 16, 6005 Luzern",2019-04-26,luzern,2020-02-26,,,,,,,,,, +21200202,Wohnung,1640.0,1415.0,225.0,84.0,2.0,4.0,nachVereinbarung,,1.0,200.0,10.0,5.0,"Weinmarkt 11, 6004 Luzern",2019-05-08,luzern,2020-02-26,1956,,,1.0,,1500.0,1500.0,1500.0,, +22483793,Wohnung,1420.0,1250.0,170.0,57.0,3.0,3.0,sofort,1.0,,150.0,150.0,,"Imfangring 28, 6005 Luzern",2020-01-09,luzern,2020-02-26,,1.0,,1.0,,,,,3500.0, +20634110,Wohnung,2240.0,1940.0,300.0,94.0,4.5,4.0,nachVereinbarung,,,5.0,100.0,4.0,"Obergrundstrasse 73, 6003 Luzern",2019-03-26,luzern,2020-02-26,1998,,1.0,,,250.0,300.0,300.0,1000.0, +20882306,Wohnung,2189.0,1949.0,240.0,109.0,4.0,2.0,sofort,,,,,,"Obergrundstrasse 106, 6005 Luzern",2019-03-22,luzern,2020-02-26,,,,,,,,,, +22483819,Wohnung,2550.0,2400.0,150.0,46.0,2.5,4.0,sofort,1.0,,150.0,50.0,,"Grabenstrasse 7 | Weggisgasse 8, 6004 Luzern",2019-03-27,luzern,2020-02-26,,,,1.0,,,,,, +21216722,Attika,2590.0,2340.0,250.0,100.0,3.5,5.0,sofort,1.0,1.0,20.0,50.0,3.0,"Luzernerstrasse 133 a, 6014 Luzern",2019-05-10,luzern,2020-02-26,2019,1.0,1.0,1.0,1.0,200.0,200.0,200.0,3000.0,1.0 +21855416,Wohnung,2970.0,2700.0,270.0,120.0,4.5,4.0,sofort,1.0,,,,,"Wesemlinrain 8, 6006 Luzern",2019-05-17,luzern,2020-02-26,,,1.0,,,,,,,1.0 +22558083,Wohnung,1670.0,1420.0,250.0,64.0,4.0,0.0,sofort,1.0,1.0,100.0,400.0,,"Sagenmattrain 3, 6003 Luzern",2019-03-31,luzern,2020-02-26,,1.0,,1.0,1.0,400.0,400.0,,,1.0 +22483813,Wohnung,2020.0,1790.0,230.0,89.0,3.5,2.0,nachVereinbarung,1.0,1.0,100.0,500.0,,"Adligenswilerstrasse 99, 6006 Luzern",2019-03-07,luzern,2020-02-26,,1.0,,,1.0,500.0,300.0,,3000.0, +20426847,Wohnung,2550.0,,,56.0,2.5,1.0,sofort,1.0,1.0,150.0,300.0,,"Kreuzbuchstrasse 33b, 6006 Luzern",2019-01-16,luzern,2020-02-26,,1.0,1.0,1.0,,,,,,1.0 +22420915,Wohnung,2590.0,2350.0,240.0,119.0,4.5,2.0,nachVereinbarung,1.0,1.0,50.0,20.0,,"Langensandstrasse, 6005 Luzern",2019-03-01,luzern,2020-02-26,,,,,1.0,,,,2000.0, +22483749,Wohnung,4800.0,4400.0,400.0,207.0,6.0,1.0,sofort,1.0,1.0,500.0,500.0,,"Rigistrasse 64, 6006 Luzern",2019-03-21,luzern,2020-02-26,,1.0,,1.0,1.0,500.0,1000.0,,1500.0, +22483743,Wohnung,4050.0,3600.0,450.0,207.0,6.0,0.0,nachVereinbarung,1.0,1.0,500.0,500.0,,"Rigistrasse 64, 6006 Luzern",2019-02-01,luzern,2020-02-26,,1.0,,1.0,1.0,500.0,1000.0,,1500.0, +21825642,Wohnung,1430.0,1290.0,140.0,35.0,2.5,,nachVereinbarung,,,150.0,250.0,,"Bernstrasse 5, 6003 Luzern",,luzern,2020-02-26,,,,,,400.0,610.0,,, +20657528,Wohnung,1840.0,1660.0,180.0,78.0,1.5,2.0,nachVereinbarung,,1.0,400.0,40.0,,"Rössligasse 16, 6004 Luzern",2019-02-18,luzern,2020-02-26,1975,,1.0,1.0,,600.0,80.0,80.0,, +22104581,Wohnung,1890.0,1610.0,280.0,,4.5,3.0,sofort,,,,,,"Studhaldenstrasse 37, 6005 Luzern",2019-02-26,luzern,2020-02-26,,1.0,,1.0,,,,,, +22420912,Wohnung,1540.0,1450.0,90.0,36.0,1.5,7.0,nachVereinbarung,1.0,1.0,50.0,20.0,,"Langensandstrasse, 6005 Luzern",2019-03-01,luzern,2020-02-26,,,,,,,,,2000.0, +22483750,Wohnung,1350.0,1180.0,170.0,57.0,3.0,2.0,sofort,1.0,,100.0,100.0,,"Imfangring 28, 6005 Luzern",2020-01-09,luzern,2020-02-26,,1.0,,1.0,,,,,3000.0, diff --git a/your-project/Data/counts.csv b/your-project/Data/counts.csv new file mode 100644 index 0000000..3696d66 --- /dev/null +++ b/your-project/Data/counts.csv @@ -0,0 +1,13 @@ +balcony,1172 +lift,879 +public_transport,977 +shopping,964 +parking_out,356 +pets_allowed,440 +tv,906 +kids_ok,363 +KG,586 +PS,599 +SS,390 +highway,411 +parking_in,458 diff --git a/your-project/Data/counts.xlsx b/your-project/Data/counts.xlsx new file mode 100644 index 0000000..112222f Binary files /dev/null and b/your-project/Data/counts.xlsx differ diff --git a/your-project/Data/flats_Bern.csv b/your-project/Data/flats_Bern.csv new file mode 100644 index 0000000..98bf06c --- /dev/null +++ b/your-project/Data/flats_Bern.csv @@ -0,0 +1,723 @@ +,Objektart,MietpreisproMonat,MietpreisproMonat(exkl.NK),Nebenkosten,Wohnfläche,Zimmer,Geschoss,Verfügbarab,Balkon(e),Lift,AltesGebäude,ÖV-Haltestelle,Einkaufsmöglichkeit,rating,adress,publication_date,city,DateofScrapping,Nutzfläche,Baujahr,Aussenparkplatz,Haustiereerlaubt,Kabel-TV,Kinderfreundlich,Kindergarten,Primarschule,Sekundarschule,Autobahn,Einstellplatz,Rollstuhlgängig,Minergie-zertifiziert,Cheminée,Kubatur,Hochparterre,Neubau,Wohnungen,Wasseranschluss,Toiletten,Mittelhaus,Möbliert,JährlicherMietpreisprom²,JährlicherMietpreisprom²(exkl.NK) +23016581,Wohnung,1480,1240,240,68,3,2.Stock,01.05.2020,1,1,1,40m,50m,NaN,"Konsumstrasse 8, 3007 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23016600,Wohnung,3500,3200,300,140,5,2.Stock,01.05.2020,1,1,,,,NaN,"Monbijoustrasse 24, 3011 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014342,Wohnung,1710,1470,240,73,3.5,,01.03.2020,1,1,,200m,200m,4,"Fischerweg, 3012 Bern",24.02.2020,bern,26.02.2020,73,1965,1,1,1,1,700m,700m,700m,,,,,,,,,,,,,,, +23017350,Wohnung,1180,1030,150,,2,1.Stock,01.05.2020,1,,,240m,500m,NaN,"Biderstrasse 23, 3006 Bern",25.02.2020,bern,26.02.2020,,,,,,,350m,,,1000m,,,,,,,,,,,,,, +23016559,Wohnung,1360,1230,130,44,2.5,3.Stock,01.06.2020,,,,,,NaN,"Rathausgasse 46, 3011 Bern",25.02.2020,bern,26.02.2020,,1600,,,1,,,,,,,,,,,,,,,,,,, +23014346,Wohnung,2090,1780,310,93,3.5,,01.04.2020,1,1,,100m,100m,4,"""OpenCourts - OC"" Le Corbusier-Platz 5, 3027 Bern",24.02.2020,bern,26.02.2020,93,2014,,,1,1,500m,1000m,1000m,,1,,,,,,,,,,,,, +23016606,Wohnung,950,750,200,,1.5,1.Stock,01.05.2020,1,,,,,NaN,"Bümplizstrasse 42, 3027 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014344,Wohnung,1750,1460,290,75,3,,16.05.2020,,,,1000m,10m,NaN,"Scheibenstrasse, 3014 Bern",24.02.2020,bern,26.02.2020,75,,,,,,100m,100m,1000m,,,,,,,,,,,,,,, +23014339,Wohnung,1575,1325,250,70,3,,01.05.2020,1,,,1300m,500m,4,"Freiburgstrasse, 3008 Bern",24.02.2020,bern,26.02.2020,70,1923,,,1,,300m,300m,1700m,,,,,,,,,,,,,,, +23018295,Wohnung,1185,925,260,55,3,6.Stock,16.05.2020,,1,,,,NaN,"Wangenstrasse 44, 3018 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23023602,Wohnung,2470,2200,270,115,3.5,3.Stock,01.04.2020,1,1,,,,4,"Winterholzstrasse 55, 3018 Bern",26.02.2020,bern,26.02.2020,,2018,1,,1,,,,,,,1,,,,,,,,,,,, +23023377,Wohnung,2200,1900,300,106,3.5,EG,,1,,,,,NaN,"Murtenstrasse 143 H, 3008 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23023371,Wohnung,2785,2400,385,104,4.5,1.Stock,01.07.2020,,1,,,,2,"Laubeggstrasse 33, 3006 Bern",25.02.2020,bern,26.02.2020,,1988,,,,,,,,,,,,,,,,,,,,,, +23020985,Wohnung,1899,,,78,3.5,,sofort,,,,,,NaN,"Sandrainstrasse 68, 3007, 3007 Bern",26.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23020983,Wohnung,1120,905,215,45,2,3.Stock,01.05.2020,1,1,,,,5,"Morillonstrasse 40, 3007 Bern",26.02.2020,bern,26.02.2020,,1934,,,1,,,,,,,,,,,,,,,,,,, +23023376,Wohnung,1480,1240,240,68,3,2.Stock,,,1,,300m,200m,4,"Konsumstrasse 6, 8, 3007 Bern",25.02.2020,bern,26.02.2020,,1953,,1,1,,400m,400m,400m,,1,,,,,,,,,,,,, +23023374,Wohnung,1515,1275,240,66,3.5,EG,01.05.2020,1,1,1,100m,100m,4,"Winkelriedstr. 13, 3014 Bern",25.02.2020,bern,26.02.2020,,1960,1,1,1,1,200m,200m,500m,,1,,,,,,,,,,,,, +23022989,Wohnung,2070,1820,250,87,3.5,1.Stock,01.07.2020,1,1,,,,4,"Riedbachstrasse 80, 3027 Bern",26.02.2020,bern,26.02.2020,,2013,,1,1,,,,,,1,,1,,,,,,,,,,, +23018279,Wohnung,1800,1550,250,74,2.5,2.Stock,,1,,1,100m,500m,NaN,"Wernerstrasse 26, 3006 Bern",25.02.2020,bern,26.02.2020,,,,,,1,500m,500m,500m,300m,,,,,,,,,,,,,, +23018904,Wohnung,850,,,,1,,nachVereinbarung,,,,,,NaN,3011 Bern BE,25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23016581,Wohnung,1480,1240,240,68,3,2.Stock,01.05.2020,1,1,1,40m,50m,NaN,"Konsumstrasse 8, 3007 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23016600,Wohnung,3500,3200,300,140,5,2.Stock,01.05.2020,1,1,,,,NaN,"Monbijoustrasse 24, 3011 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014342,Wohnung,1710,1470,240,73,3.5,,01.03.2020,1,1,,200m,200m,4,"Fischerweg, 3012 Bern",24.02.2020,bern,26.02.2020,73,1965,1,1,1,1,700m,700m,700m,,,,,,,,,,,,,,, +23017350,Wohnung,1180,1030,150,,2,1.Stock,01.05.2020,1,,,240m,500m,NaN,"Biderstrasse 23, 3006 Bern",25.02.2020,bern,26.02.2020,,,,,,,350m,,,1000m,,,,,,,,,,,,,, +23016559,Wohnung,1360,1230,130,44,2.5,3.Stock,01.06.2020,,,,,,NaN,"Rathausgasse 46, 3011 Bern",25.02.2020,bern,26.02.2020,,1600,,,1,,,,,,,,,,,,,,,,,,, +23014346,Wohnung,2090,1780,310,93,3.5,,01.04.2020,1,1,,100m,100m,4,"""OpenCourts - OC"" Le Corbusier-Platz 5, 3027 Bern",24.02.2020,bern,26.02.2020,93,2014,,,1,1,500m,1000m,1000m,,1,,,,,,,,,,,,, +23016606,Wohnung,950,750,200,,1.5,1.Stock,01.05.2020,1,,,,,NaN,"Bümplizstrasse 42, 3027 Bern",25.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014344,Wohnung,1750,1460,290,75,3,,16.05.2020,,,,1000m,10m,NaN,"Scheibenstrasse, 3014 Bern",24.02.2020,bern,26.02.2020,75,,,,,,100m,100m,1000m,,,,,,,,,,,,,,, +23014339,Wohnung,1575,1325,250,70,3,,01.05.2020,1,,,1300m,500m,4,"Freiburgstrasse, 3008 Bern",24.02.2020,bern,26.02.2020,70,1923,,,1,,300m,300m,1700m,,,,,,,,,,,,,,, +23018295,Wohnung,1185,925,260,55,3,6.Stock,16.05.2020,,1,,,,NaN,"Wangenstrasse 44, 3018 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014336,Wohnung,1795,1585,210,90,4,,sofort,1,1,,500m,600m,5,"Kasthoferstrasse, 3006 Bern",24.02.2020,bern,26.02.2020,90,1967,,,1,,200m,500m,500m,,,,,,,,,,,,,,, +23012211,Wohnung,1525,,,,3,,01.05.2020,,,,,,NaN,"Sulgenauweg 38, 3007 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23014335,Wohnung,1730,1490,240,84,3,,sofort,1,1,,1500m,800m,4,"Bolligenstrasse, 3006 Bern",24.02.2020,bern,26.02.2020,84,1980,,1,1,1,100m,400m,800m,,1,,,,,,,,,,,,, +23012690,Wohnung,1730,,,,2.5,,nachVereinbarung,,,,,,NaN,3011 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012299,Einzelzimmer,600,,,16,1,,sofort,,,,,,NaN,3018 Bern,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012149,Wohnung,1677,,,,2.5,,nachVereinbarung,,,,,,NaN,3008 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012863,Wohnung,1650,,,,3.5,,nachVereinbarung,,,,,,NaN,3012 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012147,Wohnung,150,,,,,,nachVereinbarung,,,,,,NaN,3013 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012689,Wohnung,1500,,,,2.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23024824,Wohnung,1990,,,,2.5,,nachVereinbarung,,,,,,NaN,3013 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23010526,Wohnung,1185,925,260,55,3,6.Stock,,,,,,,NaN,3018 Bern,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011226,Wohnung,950,,,25,1.5,,sofort,,,,,,NaN,"Militärstrasse 41, 3014 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011219,Wohnung,1515,,,,3.5,,sofort,,,,,,NaN,"Egelgasse, 3006 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011217,Wohnung,1290,,,,3,,sofort,,,,,,NaN,"Schosshaldenstrasse, 3006 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011230,Wohnung,970,,,,2.5,,sofort,,,,,,NaN,"bern west, 3027 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011216,Wohnung,1063,,,,2,,sofort,,,,,,NaN,"Asterweg 21, 3004 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012103,Einzelzimmer,650,,,,1,,nachVereinbarung,,,,,,NaN,"Unterer Aareggweg 3D, 3004 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011229,Wohnung,1890,1790,100,120,4.5,EG,16.05.2020,1,,,800m,800m,NaN,"Thüringstrasse 24, 3018 Bern",24.02.2020,bern,26.02.2020,,,1,,1,1,,,,1500m,1,,,1,,,,,,,,,, +23011220,Einzelzimmer,750,,,24,,,sofort,,,,,,NaN,3007 Bern,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23018298,Wohnung,1665,1480,185,58,1,3.Stock,15.03.2020,,,,,,NaN,"Junkerngasse 35, 3011 Bern",24.02.2020,bern,26.02.2020,,1555,,,,,,,,,,,,,,,,,,,,,, +23009321,Wohnung,1290,,,,3,,nachVereinbarung,,,,,,NaN,3006 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23011795,Studio,1090,,,,1.5,,nachVereinbarung,,,,,,NaN,3013 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23008236,Wohnung,730,,,110,1,9.Stock,01.04.2020,1,1,,,,NaN,"Jupiterstraße 57, 3015 Bern BE",24.02.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +23010040,Dachwohnung,1290,,,65,2.5,4.Stock,01.06.2020,1,,,,,NaN,"Werkgasse 47, 3018 Bern",24.02.2020,bern,26.02.2020,,,,1,,,,,,,,,,,,,,,,,,,, +23009241,Wohnung,140,,,,1.5,,nachVereinbarung,,,,,,NaN,3011 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23009096,Wohnung,1500,,,,2,,nachVereinbarung,,,,,,NaN,3013 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23008832,Wohnung,790,,,73,1,1.Stock,nachVereinbarung,1,,,,,NaN,"Werkgasse 55, 3018 Bern BE",24.02.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +23009245,Wohnung,1590,,,,2.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23009092,Wohnung,513,,,,1,3.Stock,01.04.2020,1,,,,,NaN,3012 Bern BE,24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23012360,Dachwohnung,1390,,,70,1.5,,01.04.2020,,,,,,NaN,"Papiermühlestrasse 10, 3013 Bern",24.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23001635,Dachwohnung,780,,,40,1.5,4.Stock,01.03.2020,,,,180m,170m,NaN,"Neufeldstrasse 141, 3012 Bern",,bern,26.02.2020,40,,,,,,370m,580m,,,,,,,,,,,,,,,, +23023375,Wohnung,1985,1785,200,89,3.5,2.Stock,01.04.2020,1,,,,,3,"Morgartenstrasse 21, 3014 Bern",23.02.2020,bern,26.02.2020,,1972,,1,1,1,,,,,,,,,,,,,,,,,, +23004548,Studio,1140,1050,90,35,1,Untergeschoss,01.05.2020,1,,1,150m,500m,NaN,"Steigerweg 26, 3006 Bern",,bern,26.02.2020,35,,,,1,1,700m,100m,,1500m,,,,,,,,,,,,,, +23003638,Wohnung,890,820,70,27,1,1.Stock,01.06.2020,,,,50m,550m,NaN,"Mühledorfstrasse 2, 3018 Bern",,bern,26.02.2020,,,,,1,,250m,350m,800m,4000m,1,,,,,,,,,,,,, +23003778,Wohnung,1960,1850,110,100,5,1.Stock,01.04.2020,,,1,30m,100m,4,"Freiburgstrasse 115, 3008 Bern",,bern,26.02.2020,100,1896,,,1,,300m,300m,1000m,400m,,,,,240m³,,,,,,,,, +23001358,Wohnung,1395,1295,100,54,2.5,EG,sofort,1,1,,30m,430m,NaN,"Brünnenstrasse 43a, 3018 Bern",,bern,26.02.2020,54,,,,,1,220m,20m,,,1,,,,,,,,,,,,, +23007278,Wohnung,1200,,,25,1.5,,nachVereinbarung,,,,,,NaN,"Militärstrasse 41, 3014 Bern",23.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23001357,Wohnung,1410,1300,110,54,2.5,1.Stock,sofort,1,1,,30m,430m,NaN,"Brünnenstrasse 43a, 3018 Bern",,bern,26.02.2020,54,,,,1,1,220m,20m,,,,,,,,,,,,,,,, +23004647,Dachwohnung,1620,1500,120,,2.5,4.Stock,15.03.2020,,,,270m,230m,NaN,"Tellplatz 1, 3014 Bern",,bern,26.02.2020,,,,1,1,1,530m,430m,,950m,,,,,,,,,,,,,, +23008032,Wohnung,1430,,,50,2,1.Stock,15.04.2020,1,,,1100m,1000m,NaN,"Jurastrasse 99, 3013 Bern",,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +23000701,Wohnung,1718,,,,3.5,,nachVereinbarung,,,,,,NaN,3008 Bern BE,21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22996918,Wohnung,1480,1390,90,,3.5,2.Stock,01.04.2020,1,,,,,NaN,"Thüringstrasse 24, 3018 Bern",21.02.2020,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +23000224,Wohnung,725,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22999678,Wohnung,2770,2500,270,117,4.5,6.Stock,01.06.2020,,,,,,3,"Scheuerrain 3, 3007 Bern",,bern,26.02.2020,,2003,,,,,,,,,,,,,,,,,,,,,, +23000765,Wohnung,1650,,,60,2.5,1.Stock,14.03.2020,1,1,,,,NaN,"Hochfeldstrasse 7, 3012 Bern",21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23001261,Wohnung,1500,1315,185,50,2.5,3.Stock,15.03.2020,,1,,150m,150m,3,"Seidenweg 70, 3012 Bern",,bern,26.02.2020,,1979,,,,,,,,,,,,,,,,,,,,,, +22998916,Wohnung,1250,,,80,2.5,,15.04.2020,,,,,,NaN,"Roschistrasse, 1a, 3007 Bern",21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22999554,Wohnung,870,770,100,25,1,,nachVereinbarung,1,1,,100m,100m,3,"Randweg 11, 3013 Bern",,bern,26.02.2020,,1971,,,1,,250m,,,,1,,,,,,,,,,,,, +22999694,Wohnung,730,600,130,,1,5.Stock,sofort,,1,,100m,500m,NaN,"Belpstrasse 41, 3007 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22999794,Wohnung,1450,1210,240,67,3,EG,01.06.2020,1,,,,,4,"Alemannenstrasse 46, 3018 Bern",21.02.2020,bern,26.02.2020,,1951,,,1,1,,,,,,,,,,,,,,,,,, +22996209,Wohnung,1760,1570,190,,3,,01.07.2020,1,,1,50m,500m,NaN,"Schlossstrasse 91, 3008 Bern",,bern,26.02.2020,,,,1,1,1,50m,500m,,1000m,,,,,,1,,,,,,,, +22995891,Wohnung,1060,950,110,,1,3.Stock,01.06.2020,,1,,300m,500m,NaN,"Brunngasse 12, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +18016327,Attika,1690,1550,140,,2.5,3.Stock,01.04.2020,1,,,100m,100m,NaN,"Unterer Aareggweg 5, 3004 Bern",,bern,26.02.2020,,,1,,,,,,,,,,,1,,,,,,,,,, +22996108,Dachwohnung,1200,930,270,60,2,4.Stock,01.05.2020,,,1,100m,100m,NaN,"Rodtmattstrasse 61, 3014 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22996914,Wohnung,1000,,,30,1,,sofort,,,,,,NaN,"Amthausgasse 1, 3011 Bern",21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22996295,Wohnung,1750,1560,190,,3,2.Stock,15.05.2020,,,1,,,NaN,"Lilienweg 17, 3007 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23005365,Wohnung,1945,,,70,2.5,EG,01.04.2020,1,1,,150m,250m,4,"Holligenstrasse 17, 3008 Bern",21.02.2020,bern,26.02.2020,,2017,,1,1,,,,,,1,1,,,,,,,,,,,, +22996913,Wohnung,850,,,30,1,,sofort,,,,,,NaN,3006 Bern,21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22995468,Wohnung,1660,,,,2.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22996912,Wohnung,1800,,,100,3.5,,sofort,,,,,,NaN,"Kirchenfeldquartier, 3005 Bern",21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992739,Dachwohnung,1705,1525,180,,2,2.Stock,01.05.2020,,,,,,NaN,"Brunngasse, 25, 3011 Bern",20.02.2020,bern,26.02.2020,60,,,,,,,,,,,,,,,,,,,,,,, +22992547,Wohnung,1520,,,,2,,nachVereinbarung,,,,,,NaN,3011 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992825,Wohnung,1450,,,,3,,nachVereinbarung,,,,,,NaN,3018 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22993702,Studio,1060,950,110,,1.5,3.Stock,01.03.2020,,1,1,,,NaN,"Brunngasse 12, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22995364,Wohnung,1420,,,,2.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,21.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22999034,Wohnung,2200,1900,300,115,4.5,7.Stock,01.04.2020,1,1,,,,4,"Wankdorffeldstrasse 75, 3014 Bern",20.02.2020,bern,26.02.2020,,1965,,1,1,,,,,,,1,,,,,,,,,,,, +22992694,Wohnung,2630,2300,330,123,4.5,EG,sofort,,,,,,NaN,"Murtenstrasse 143 G, 3008 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992548,Wohnung,1700,,,,2,,nachVereinbarung,,,,,,NaN,3011 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992763,Wohnung,1550,1395,155,,3.5,5.Stock,01.05.2020,1,1,,120m,400m,NaN,"Murtenstrasse 7, 3008 Bern",,bern,26.02.2020,,,1,,1,,360m,320m,,,,,,,,,,,,,,,, +22992939,Wohnung,2500,,,,3,,nachVereinbarung,,,,,,NaN,3000 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22991121,Wohnung,1390,1220,170,55,2.5,1.Stock,01.05.2020,,,,480m,790m,NaN,"Murifeldweg 59, 3006 Bern",,bern,26.02.2020,,,,,,,300m,1130m,,,,,,,,,,,,,,,, +22992542,Dachwohnung,330,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22990768,Wohnung,1250,,,50,2.5,,01.06.2020,,,,,,NaN,3006 Bern,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992695,Wohnung,1220,1050,170,40,2,5.Stock,01.05.2020,,,,,,NaN,"Murtenstrasse 143 B, 3008 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22991787,Wohnung,1450,1250,200,,2,2.Stock,01.05.2020,1,,,1430m,410m,NaN,"Roschistrasse 8, 3007 Bern",,bern,26.02.2020,,,,1,,,2440m,,,,,,,,,,,,,,,,, +22992543,Wohnung,1300,,,,2.5,,nachVereinbarung,,,,,,NaN,3006 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992351,Wohnung,1320,,,,2,,nachVereinbarung,,,,,,NaN,3013 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992693,Wohnung,1310,1140,170,48,2,1.Stock,01.05.2020,,,,,,NaN,"Murtenstrasse 143 B, 3008 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992349,Studio,1,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22990698,Wohnung,1620,1450,170,75,3,,01.05.2020,1,,,270m,230m,4,"Tellplatz 1, 3014 Bern",,bern,26.02.2020,,1942,,,1,,530m,430m,,,,,,,,1,,,,,,,, +22989570,Wohnung,1530,,,62,2,,sofort,,,,,,NaN,"Grünerweg 5, 3013 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22988325,Wohnung,1320,1070,250,71,3,2.Stock,01.06.2020,,1,,100m,50m,5,"Effingerstr. 107, 3008 Bern",,bern,26.02.2020,,1948,,,,,,120m,,,,,,,,,,,,,,,, +22989566,Wohnung,1200,1050,150,38,1.5,,,1,,,20m,30m,NaN,"Zieglerstrasse 37, 3007 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,200m,,,,,,,,,,,,,, +22988936,Wohnung,1700,1450,250,72,3.5,3.Stock,sofort,1,1,,490m,260m,4,"Randweg 11, 3013 Bern",,bern,26.02.2020,85,1971,,,1,,230m,290m,250m,2000m,1,,,,,,,,,,,,, +22990583,Wohnung,1350,,,60,3,,nachVereinbarung,,,,,,NaN,"Baumgartenstrasse 15, 3018 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22990662,Wohnung,1500,1300,200,,3,3.Stock,01.05.2020,1,1,,200m,470m,NaN,"Brunnmattstrasse 71, 3007 Bern",,bern,26.02.2020,,,,,1,,380m,190m,,,,,,,,,,,,,,,, +22989564,Wohnung,1420,,,,2.5,,sofort,,,,,,NaN,"Mülinenstrasse, 3006 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22987640,Wohnung,950,800,150,32,1,1.Stock,sofort,,,,,,NaN,"Schifflaube 24, 3011 Bern BE",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22996917,Wohnung,1350,,,67,3,,sofort,,,,,,NaN,"Baumgartenstrasse 15, 3018 Bern",20.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22989088,Wohnung,3500,3200,300,110,5,2.Stock,01.05.2020,1,,,400m,140m,NaN,"Helvetiastrasse 27, 3005 Bern",,bern,26.02.2020,,,,,1,1,570m,,,,,,,,,,,,,,,,, +22985085,Wohnung,1580,,,60,2.5,4.Stock,sofort,1,,,,,NaN,"Dorngasse 4, 3006 Bern BE",19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22983446,Wohnung,1300,,,31,1,,01.08.2020,,,,,,NaN,3007 Bern,19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22988431,Attika,2680,2450,230,,2.5,3.Stock,sofort,1,1,,200m,800m,NaN,"Bitziusstrasse 40, 3006 Bern",20.02.2020,bern,26.02.2020,,2016,,1,,1,950m,500m,500m,1000m,1,,,,,,,,,,,,, +22985629,Wohnung,2600,2270,330,123,4.5,3.Stock,sofort,,,,,,NaN,"Murtenstrasse 143 G, 3008 Bern",19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22985339,Wohnung,1700,1490,210,82,3.5,2.Stock,01.04.2020,1,,,150m,,4,"Heckenweg 4, 3007 Bern",19.02.2020,bern,26.02.2020,,1961,,,,,,500m,500m,,,,,,,,,,,,,,, +22985624,Attika,1730,1550,180,43,2,5.Stock,01.05.2020,,,,,,NaN,"Brückfeldstr. 19, 3012 Bern",19.02.2020,bern,26.02.2020,,1976,,1,,,,,,,,,,,,,,,,,,,, +22983541,Wohnung,1530,,,62,2.5,,01.04.2020,,,,,,NaN,"Grünerweg 5, 3013 Bern",19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22984174,Wohnung,1700,1490,210,82,3.5,2.Stock,,,,,,,NaN,3007 Bern,19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22985498,Wohnung,2300,2050,250,120,3,3.Stock,sofort,,,1,,100m,NaN,"Gerechtigkeitsgasse 77, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22984975,Wohnung,690,,,12,1,1.Stock,sofort,1,1,,,,NaN,"Weiermattstr 74, 3027 Bern BE",19.02.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22988283,Wohnung,1370,1150,220,,3,9.Stock,sofort,1,1,,,,NaN,"Looslistrasse 66, 3027 Bern",19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22982410,Einzelzimmer,950,,,18,,,sofort,,,,,,NaN,"Schläflirain 7, 3013 Bern",19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22981792,Wohnung,1330,1050,280,65,3,,01.06.2020,,,,,400m,5,"Goumoensstrasse 43, 3007 Bern",19.02.2020,bern,26.02.2020,,1948,,1,1,,200m,1100m,1100m,,,,,,,,,,,,,,, +22978925,Wohnung,3160,2860,300,122,4.5,4.Stock,01.05.2020,1,1,,20m,20m,NaN,"Viktoriastrasse 21, 3013 Bern",18.02.2020,bern,26.02.2020,,,,1,,,300m,500m,500m,2000m,1,,,,,,,,,,,,, +22983111,Wohnung,1250,1080,170,55,2,3.Stock,01.04.2020,1,,,,,NaN,"Seftigenstrasse 93, 3007 Bern",19.02.2020,bern,26.02.2020,,,,1,,,,,,,1,,,,,,,,,,,,, +22978923,Einzelzimmer,750,,,14,,,sofort,,,,,,NaN,"Länggasse, 3012 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22983220,Wohnung,1690,1400,290,,3.5,2.Stock,sofort,1,1,,,,NaN,"Könizstrasse 29, 3008 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22983138,Wohnung,1330,1050,280,65,3,EG,01.06.2020,,,,200m,400m,5,"Goumoensstrasse 43, 3007 Bern",19.02.2020,bern,26.02.2020,,1948,,1,1,,200m,1100m,1100m,,,,,,,,,,,,,,, +22992546,Wohnung,920,,,,2,,nachVereinbarung,,,,,,NaN,3018 Bern BE,19.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22981726,Wohnung,1820,1600,220,75,3,Untergeschoss,01.06.2020,1,,,220m,700m,NaN,"Muristrasse 88, 3006 Bern",19.02.2020,bern,26.02.2020,,,,,,,220m,220m,220m,1000m,,,,,,,,,,,,,, +22976921,Dachwohnung,1165,965,200,53,2,3.Stock,01.05.2020,,,,240m,900m,NaN,"Biderstrasse 23, 3006 Bern",18.02.2020,bern,26.02.2020,,,,,1,,350m,,,1500m,,,,,,,,,,,,,, +22978084,Wohnung,1380,1100,280,58,3,EG,sofort,1,1,,170m,300m,4,"Waldmannstrasse 10, 3027 Bern",18.02.2020,bern,26.02.2020,,1964,,,,,1000m,700m,,,,,,,,,,,,,,,, +22978104,Wohnung,1840,1600,240,88,3.5,EG,sofort,1,1,,570m,150m,NaN,"Jupiterstrasse 49a, 3015 Bern",,bern,26.02.2020,,,,,,1,470m,,,,1,,,,,,,,,,,,, +22977163,Wohnung,1630,1490,140,55,2.5,10.Stock,01.08.2020,1,1,,100m,450m,4,"Hilfikerstrasse 4, 3014 Bern",,bern,26.02.2020,,2020,,,,,2510m,1670m,,,1,,1,,,,1,,,,,,, +22976434,Wohnung,920,,,23,1,,01.04.2020,,,,,,NaN,"Thunstrasse 103, 3006 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22976247,Dachwohnung,690,,,100,4.5,,nachVereinbarung,,,,,,NaN,"Seftigenstrasse 47, 3007 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22976109,Wohnung,2000,,,90,,,01.04.2020,,,,,,NaN,"Optingestrasse 4, 3013 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22989567,Wohnung,1250,,,,2.5,,sofort,,,,,,NaN,"Morillonstrasse, 3007 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23015857,Wohnung,1400,,,,3.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22977159,Wohnung,1570,1370,200,,2.5,2.Stock,01.04.2020,1,,,230m,260m,NaN,"Rodtmattstrasse 51, 3014 Bern",,bern,26.02.2020,,,,1,1,,550m,690m,,,,,,,,,,,,,,,, +22973983,Dachwohnung,2000,1675,325,90,4,4.Stock,01.04.2020,,1,,220m,650m,NaN,"Optingenstrasse 4, 3013 Bern",18.02.2020,bern,26.02.2020,,,,,1,,600m,450m,450m,3000m,1,,,,,,,,,,,,, +22972391,Dachwohnung,1380,,,,3,,nachVereinbarung,,,,,,NaN,3006 Bern BE,18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22975983,Wohnung,1350,1165,185,53,2.5,2.Stock,01.05.2020,1,,1,100m,500m,NaN,"Zwyssigstrasse 41, 3007 Bern",,bern,26.02.2020,,,,,1,,250m,250m,250m,,,,,,,,,,,,,,, +22983532,Wohnung,935,,,,1,,nachVereinbarung,,,,,,NaN,"Hildanusstrasse 18, 3013 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22976101,Wohnung,1750,,,80,3,,01.03.2020,,,,,,NaN,"Waldstätterstrasse 23, 3014 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +17555800,Wohnung,2980,2680,300,102,4,4.Stock,01.05.2020,1,1,1,50m,100m,NaN,"Viktoriastrasse 41, 3013 Bern",,bern,26.02.2020,102,1931,,,1,,,,,2000m,,,,,,,,,,,,,, +22974055,Wohnung,1804,1524,280,90,3,3.Stock,nachVereinbarung,,,,,,NaN,"Bolligenstrasse 46 A, 3006 Bern",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22974414,Wohnung,2850,2500,350,110,4,2.Stock,01.04.2020,1,1,1,250m,250m,2,"Gutenbergstrasse 29, 3011 Bern",,bern,26.02.2020,110,1920,,1,1,,250m,250m,250m,,,,,,,,,,,,,,, +22972384,Dachwohnung,1350,,,,2.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22976009,Wohnung,2220,2010,210,84,3.5,8.Stock,16.07.2020,1,1,,100m,450m,4,"Hilfikerstrasse 4, 3014 Bern",,bern,26.02.2020,,2020,,1,,,2510m,1670m,,,1,,1,,,,1,,,,,,, +22968430,Wohnung,1290,1150,140,,1,4.Stock,01.05.2020,,,,,,NaN,"Rodtmattstrasse 83, 3014 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22972274,Wohnung,1040,,,,1.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22970510,Dachwohnung,1965,1745,220,89,3.5,4.Stock,16.03.2020,,,,,,4,"Lagerweg 2, 3013 Bern",17.02.2020,bern,26.02.2020,,1938,,1,1,,,16m,,,,,,,,,,,,,,,, +22969201,Dachwohnung,2900,2550,350,143,4.5,2.Stock,01.06.2020,1,,,210m,585m,NaN,"Kalcheggweg 27, 3006 Bern",17.02.2020,bern,26.02.2020,,,1,,1,,680m,850m,,,,,,1,,,,,,,,,, +22972269,Wohnung,850,,,18,1,EG,nachVereinbarung,1,,,,,NaN,"Sandrainstrasse 68, 3007 Bern BE",18.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22972268,Wohnung,690,,,15,1,4.Stock,sofort,,1,,,,NaN,"Seftigenstrasse 47, 3007 Bern BE",18.02.2020,bern,26.02.2020,,2018,,,1,,,,,,,,,,,,,,,,,,, +22970532,Wohnung,1320,1100,220,67,3.5,8.Stock,nachVereinbarung,,,,200m,400m,NaN,"Waldmannstrasse 53, 3027 Bern",,bern,26.02.2020,,,,,,,300m,670m,1300m,2000m,,,,,,,,,,,,,, +22970533,Wohnung,1320,1100,220,67,3.5,8.Stock,01.05.2020,,,,200m,250m,NaN,"Fellerstrasse 50, 3027 Bern",,bern,26.02.2020,,,,,,,200m,500m,1300m,2000m,,,,,,,,,,,,,, +22970327,Studio,880,750,130,33,1,3.Stock,01.05.2020,,1,,50m,100m,4,"Mattenhofstr. 15, 3007 Bern",17.02.2020,bern,26.02.2020,,1992,,1,1,1,500m,500m,1000m,,1,,,,,,1,,,,,,, +22969161,Wohnung,1490,1340,150,,2.5,,01.05.2020,1,1,1,10m,160m,NaN,"Winkelriedstrasse 68, 3014 Bern",,bern,26.02.2020,63,,,,1,,340m,320m,,,,,,,,1,,,,,,,, +22970590,Wohnung,1835,1505,330,104,4.5,2.Stock,01.05.2020,1,1,,,,NaN,"Werkgasse 40, 3018 Bern",17.02.2020,bern,26.02.2020,,,1,,1,,,,,,,,,,,,,,,,,,, +22965669,Wohnung,1750,,,87,3,,sofort,,,,,,NaN,"Waldstätterstrasse, 3014 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965670,Attika,1350,1200,150,64,2.5,3.Stock,,1,,,,,4,"Bümplizstrasse 173, 3018 Bern",17.02.2020,bern,26.02.2020,58,1951,,,1,,,,,,,,,,,,,,,,,,, +22967255,Wohnung,2740,2490,250,,4.5,2.Stock,01.03.2020,1,,,100m,100m,NaN,"Frikartweg 11, 3006 Bern",,bern,26.02.2020,,,,1,1,1,250m,250m,,,1,,1,,,,,,,,,,, +22970172,Wohnung,1480,1230,250,75,3,2.Stock,sofort,,,,,,NaN,"Freiburgstrasse 506, 3018 Bern",17.02.2020,bern,26.02.2020,,,1,1,,,,,,,,,,,,,,,,,,,, +22967543,Dachwohnung,1250,,,,2,,nachVereinbarung,,,,,,NaN,"Muristrasse 72, 3006 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22967107,Wohnung,1320,1150,170,53,3,2.Stock,01.05.2020,,,,300m,500m,4,"Keltenstrasse 82, 3018 Bern",,bern,26.02.2020,,1954,,,,,,,,,,,,,,,,,,,,,, +22967185,Wohnung,1160,1000,160,,2.5,1.Stock,01.04.2020,1,,1,25m,75m,NaN,"Schlossstrasse 124, 3008 Bern",,bern,26.02.2020,,,,,1,,,,,300m,,,,,,,,,,,,,, +22965671,Wohnung,1440,,,69,3,,sofort,,,,,,NaN,"Bümpliz, 3018 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22975988,Wohnung,1430,1300,130,,2,2.Stock,01.05.2020,1,,,,,NaN,"Könizstrasse 4, 3008 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965666,Wohnung,1200,,,,4.5,,sofort,,,,,,NaN,3014 Bern,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965663,Wohnung,1550,,,70,4,,sofort,,,,,,NaN,3012 Bern,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965117,Wohnung,1805,1510,295,63,3.5,,,,,,,,NaN,3007 Bern,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965360,Wohnung,2870,2650,220,89,3,2.Stock,01.05.2020,,,,80m,30m,NaN,"Marktgasse 17, 3011 Bern",17.02.2020,bern,26.02.2020,,1731,,,,,,,,,,,,,,,,,,,,,, +22965114,Wohnung,1615,1400,215,63,3,,,,,,,,NaN,3007 Bern,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22967024,Wohnung,1805,1510,295,63,3.5,EG,01.04.2020,,,,350m,400m,3,"Kirchbühlweg 48, 3007 Bern",17.02.2020,bern,26.02.2020,,1929,,,,,2200m,550m,280m,,,,,,,,,,,,,,, +22965361,Wohnung,1615,1400,215,63,3,EG,01.05.2020,,,,60m,120m,4,"Holzikofenweg 5, 3007 Bern",17.02.2020,bern,26.02.2020,,1905,,,,,,,,,,,,,,,,,,,,,, +22963491,Wohnung,1910,,,,4,,nachVereinbarung,,,,,,NaN,3007 Bern BE,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22965391,Wohnung,1195,1020,175,,2.5,14.Stock,sofort,,1,,500m,100m,NaN,"Jupiterstrasse 45, 3015 Bern",,bern,26.02.2020,,,,1,1,1,,,,,,1,,,,,,,,,,,, +22965421,Wohnung,1690,1530,160,,3,EG,01.04.2020,1,,1,100m,50m,NaN,"Könizstrasse 63, 3008 Bern",,bern,26.02.2020,,,,,1,1,1400m,500m,500m,1000m,,,,,,,,,,,,,, +22960601,Einzelzimmer,700,,,30,,,nachVereinbarung,,,,,,NaN,3013 Bern,16.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22978918,Einzelzimmer,920,,,14,,,sofort,,,,,,NaN,"Brunnmattstrasse 22, 3007 Bern",17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22961573,Dachwohnung,1680,1540,140,75,2.5,5.Stock,01.05.2020,1,,1,100m,100m,4,"Weissensteinstrasse 27, 3008 Bern",,bern,26.02.2020,,1927,,,,,,,,,,,,1,,,,,,,,,, +22963488,Studio,1000,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,17.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22962980,Wohnung,1550,1350,200,66,3,2.Stock,01.05.2020,1,,,100m,500m,4,"Winkelriedstrasse 63, 3014 Bern",,bern,26.02.2020,66,1950,,,1,,100m,200m,300m,1000m,,,,,,,,,,,,,, +22958131,Einzelzimmer,1000,,,18,,,sofort,,,,,,NaN,"Schwanengasse 3, 3011 Bern",15.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22961553,Wohnung,1600,1400,200,,2.5,3.Stock,sofort,1,,1,180m,250m,NaN,"Rodtmattstrasse 52, 3014 Bern",,bern,26.02.2020,,,,,1,,1050m,940m,,1200m,,,,,,,,,,,,,, +22962895,Dachwohnung,1800,1550,250,110,3.5,2.Stock,01.04.2020,,,1,100m,300m,6,"Kirchenfeldstrasse 10, 3005 Bern",,bern,26.02.2020,100,1899,,,1,,,,,1500m,,,,,,,,,,,,,, +22962389,Wohnung,2100,,,73,3.5,1.Stock,02.03.2020,,,1,,,NaN,"Hallerstrasse 21, 3012 Bern",,bern,26.02.2020,73,,1,,1,,,,,,,,,,,,,,,,,,, +22963487,Wohnung,1500,,,55,1,6.Stock,01.04.2020,1,,,,,4,3011 Bern BE,17.02.2020,bern,26.02.2020,,2010,,,1,,,,,,,,,,,,,,,,,,, +22955102,Studio,1160,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22956336,Wohnung,aufAnfrage,,,,1,,nachVereinbarung,,,,,,NaN,3007 Bern BE,15.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22958129,Wohnung,1250,,,,2,,sofort,,,,,,NaN,"seftigenstrasse 93, 3007 Bern",15.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955398,Wohnung,1280,,,,2.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955045,Wohnung,1000,,,,1.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955397,Wohnung,400,,,,1,,nachVereinbarung,,,,,,NaN,3007 Bern BE,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955403,Wohnung,2310,2080,230,95,4.5,3.Stock,01.07.2020,1,1,,150m,100m,3,"Könizstrasse 21, 3008 Bern",14.02.2020,bern,26.02.2020,95,1990,,,1,1,550m,650m,550m,1000m,1,,,1,,,,,,,,,, +22955768,Wohnung,1180,,,55,2,,sofort,,,,,,NaN,3018 Bern,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955757,Wohnung,2420,,,100,4.5,,sofort,,,,,,NaN,"Schwarztorstrasse 102, 3007 Bern",14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23000226,Wohnung,490,,,,2,,nachVereinbarung,,,,,,NaN,3006 Bern BE,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22952290,Wohnung,2370,2090,280,83,3.5,2.Stock,01.05.2020,1,,1,100m,500m,NaN,"Stadtbachstrasse 40, 3012 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +23004673,Wohnung,1460,1350,110,45,1.5,EG,01.05.2020,,,,400m,400m,NaN,"Flurstrasse 29, 3014 Bern",14.02.2020,bern,26.02.2020,,1932,,1,1,,200m,700m,800m,,,,,,,,,,,,,,, +22954473,Wohnung,1700,1500,200,,2.5,4.Stock,,,,,,,NaN,3014 Bern,14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22951911,Wohnung,1630,1450,180,,3,EG,01.04.2020,1,,1,,,NaN,"Sulgenrain 8, 3007 Bern",,bern,26.02.2020,,1930,,,1,,,,,,,,,,,,,,,,,,, +22952289,Wohnung,1490,1290,200,,3.5,2.Stock,01.03.2020,1,,1,100m,250m,NaN,"Ginsterweg 16, 3006 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22962722,Wohnung,1690,1440,250,71,3,4.Stock,nachVereinbarung,,,,,,NaN,"Effingerstrasse 41d, 3008 Bern",14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22954197,Studio,1000,,,40,1,,nachVereinbarung,,,,,,NaN,"Schlossstrasse 118, 3008 Bern",14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22955753,Wohnung,1280,1100,180,58,2,1.Stock,01.05.2020,,,,10m,170m,NaN,"Schwarztorstrasse 95, 3007 Bern",14.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22962560,Wohnung,2260,2000,260,,3.5,1.Stock,sofort,1,,,,,NaN,"Morellweg 12, 3007 Bern",14.02.2020,bern,26.02.2020,83,1907,,,1,1,,,,,,,,,,,,1,,,,,, +22965416,Wohnung,2950,2700,250,125,4.5,EG,01.04.2020,1,1,,200m,200m,NaN,"Tscharnerstrasse 16, 3007 Bern",,bern,26.02.2020,,,,,,1,,,,,,,,,,,,,,,,,, +22949449,Wohnung,1590,1400,190,,3.5,EG,01.03.2020,1,,,50m,50m,NaN,"Looslistrasse 79, 3027 Bern",,bern,26.02.2020,,,,,1,,,,,500m,,,,,,,,,,,,,, +22946536,Wohnung,1050,1000,50,45,2,1.Stock,01.03.2020,,,,200m,360m,NaN,"Federweg 24, 3008 Bern",,bern,26.02.2020,42,,,,,,740m,730m,,,,,,,,,,,,,,,, +22949689,Wohnung,2150,1900,250,,4.5,1.Stock,sofort,1,,,100m,480m,NaN,"Robinsonweg 38, 3006 Bern",,bern,26.02.2020,,1974,1,1,1,1,50m,,,,,,,,,,,,,,,,, +22947161,Wohnung,1780,1460,320,101,4,3.Stock,01.05.2020,,,,500m,500m,5,"Belpstrasse 28, 3007 Bern",,bern,26.02.2020,,1950,,,,,1000m,950m,950m,,,,,,,,,,,,,,, +22946168,Wohnung,2730,2380,350,100,3.5,EG,01.05.2020,,1,,120m,600m,NaN,"Frikartweg 21, 3006 Bern",,bern,26.02.2020,,,,,,,,,,,,1,,,,,,,,,,,, +22949555,Wohnung,950,800,150,25,1,EG,01.06.2020,,,,,,3,"Gesellschaftsstr. 42, 3012 Bern",13.02.2020,bern,26.02.2020,,1977,,1,,,,,,,,,,,,,,,,,,,, +22963729,Studio,710,,,,1,,nachVereinbarung,,,,,,NaN,3011 Bern BE,13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22947888,Wohnung,600,550,50,11,1,4.Stock,nachVereinbarung,1,1,,,,NaN,3007 Bern BE,13.02.2020,bern,26.02.2020,,1980,,,,,,,,,,,,,,,,,,,,,, +22951125,Wohnung,1420,1160,260,76,3.5,6.Stock,sofort,,1,,100m,50m,5,"Effingerstr. 103, 3008 Bern",,bern,26.02.2020,,1948,,,,,,120m,,,,,,,,,,,,,,,, +13552194,Wohnung,2500,2300,200,100,5,2.Stock,01.07.2020,1,,1,200m,200m,NaN,"Holligenstrasse 94, 3008 Bern",,bern,26.02.2020,100,,1,,1,,,,,500m,,,,,,,,,,,,,, +22951945,Wohnung,2450,2170,280,85,3.5,1.Stock,01.04.2020,1,,,820m,180m,2,"Nordweg 10, 3013 Bern",13.02.2020,bern,26.02.2020,,1882,1,,,,150m,290m,,750m,1,,,,,,,,,,,,, +22943663,Dachwohnung,1280,,,55,2.5,3.Stock,01.04.2020,,,1,100m,100m,NaN,"Balmweg 33, 3007 Bern",13.02.2020,bern,26.02.2020,,,,,,,,,,1000m,,,,,,,,,,,,,, +22944029,Wohnung,2140,1840,300,90,4.5,2.Stock,01.05.2020,1,1,1,50m,800m,NaN,"Länggassstrasse 91, 3012 Bern",,bern,26.02.2020,,,,1,1,,,,,1200m,,,,,,,,,,,,,, +22944583,Wohnung,2000,,,,3,,sofort,,,,,,NaN,3006 Bern,13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22951947,Wohnung,1410,1250,160,70,2.5,3.Stock,01.05.2020,1,,,350m,350m,NaN,"Olivenweg 44, 3018 Bern",13.02.2020,bern,26.02.2020,,,,,,,,,,750m,,,,,,,,,,,,,, +22944580,Wohnung,1630,,,70,3,,sofort,,,,,,NaN,"Kirchenfeldstrasse 53, 3005 Bern",13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22944050,Wohnung,1390,1200,190,70,3,1.Stock,01.05.2020,1,,,,,NaN,"Schlossstrasse 113, 3008 Bern",,bern,26.02.2020,,,,1,1,,,,,,,,,,,,,,,,,,, +22944585,Einzelzimmer,300,,,50,,,sofort,,,,,,NaN,"schenkstrasse 27, 3008 Bern",13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22946123,Wohnung,1560,1230,330,,3,2.Stock,01.04.2020,1,,,,,NaN,"Weissensteinstrasse 38, 3007 Bern",13.02.2020,bern,26.02.2020,,1956,,1,,1,,,,,,,,,,,,,,,,,, +22944589,Wohnung,915,,,,1,,sofort,,,,,,NaN,"Zähringerstrasse 45, 3012 Bern",13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22939406,Wohnung,1800,1580,220,89,3.5,3.Stock,01.05.2020,,,,500m,,4,"Hüsliackerstrasse 11, 3018 Bern",,bern,26.02.2020,,2009,,,,,,,,500m,,,,,,,,,,,,,, +22941234,Wohnung,1380,1130,250,57,2.5,4.Stock,,,,,,,NaN,3008 Bern,13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22940683,Wohnung,910,850,60,20,1,1.Stock,nachVereinbarung,1,,,,,NaN,"Holzikofenweg 1, 3007 Bern BE",13.02.2020,bern,26.02.2020,,,1,,1,,,,,,1,,,,,,,,,,,,, +22942586,Wohnung,1350,1160,190,60,2,,01.03.2020,1,1,,,,NaN,"Scheibenstrasse 25, 3014 Bern BE",13.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22940018,Wohnung,2435,2115,320,172,2.5,1.Stock,01.05.2020,,1,,50m,2500m,5,"Hintere Engehaldestrasse 12, 3004 Bern",12.02.2020,bern,26.02.2020,,1991,,,,,450m,3000m,3000m,,,,,,550m³,,,,,,,,, +22943190,Wohnung,1780,1530,250,67,3,1.Stock,01.05.2020,1,,,180m,550m,NaN,"Wabernstrasse 87, 3007 Bern",13.02.2020,bern,26.02.2020,,1950,,1,,1,500m,500m,1000m,4000m,,,,,,,,,,,,,, +22943189,Wohnung,1380,1130,250,57,2.5,4.Stock,01.05.2020,1,,,,,NaN,"Freiburgstrasse 58/L, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,1,,,,,,,,,,,,, +22939433,Wohnung,1495,1360,135,75,3.5,,sofort,1,1,,30m,430m,4,"Brünnenstrasse 43a, 3018 Bern",,bern,26.02.2020,,1964,1,,,1,220m,20m,,,1,,,,,,,,,,,,, +22939382,Wohnung,1430,1190,240,,3,1.Stock,01.06.2020,1,,,100m,500m,NaN,"Keltenstrasse 35, 3018 Bern",,bern,26.02.2020,,,,,1,,,,,700m,,,,,,,,,,,,,, +22939407,Wohnung,2270,2000,270,96,3.5,2.Stock,01.05.2020,,,,,,5,"Weltpoststrasse 8c, 3015 Bern",,bern,26.02.2020,,2012,,,,,,,,,,,,,236m³,,,,,,,,, +22939305,Wohnung,1200,1000,200,35,1,1.Stock,01.03.2020,,1,1,100m,300m,NaN,"Nydeggstalden 8, 3011 Bern",,bern,26.02.2020,,,,1,1,,,,,3000m,,,,,,,,,,,,,, +22939638,Wohnung,1390,1160,230,63,3,1.Stock,nachVereinbarung,,,,300m,650m,NaN,"Fröschmattstrasse 20, 3018 Bern",12.02.2020,bern,26.02.2020,,,,,,,350m,1400m,4900m,2500m,,,,,,,,,,,,,, +22939332,Wohnung,2280,2000,280,100,3.5,1.Stock,01.05.2020,1,,,,,NaN,"Wilkerstrasse 32, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22999552,Wohnung,950,850,100,30,1,3.Stock,01.04.2020,1,,,,,NaN,"Seftigenstrasse 95, 3007 Bern",12.02.2020,bern,26.02.2020,,,,1,,,,,,,,,,,,,,,,,,,, +22939276,Wohnung,1393,1213,180,52,2,5.Stock,01.05.2020,1,1,,350m,,3,"Fabrikstrasse 29 B, 3012 Bern",12.02.2020,bern,26.02.2020,,1960,,,,,,,,,,,,,,,,,,,,,, +22939313,Attika,3385,3035,350,119,5,4.Stock,01.05.2020,1,1,,100m,100m,NaN,"Mattenhofstrasse 39, 3007 Bern",,bern,26.02.2020,,,,1,,1,,500m,,,,,,,,,,,,,,,, +22938234,Wohnung,1700,1500,200,,3,EG,01.05.2020,1,,,,,NaN,"Attinghausenstrasse 13, 3014 Bern",12.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22939331,Wohnung,2880,2380,500,131,4.5,2.Stock,01.05.2020,1,1,,,,NaN,"Le-Corbusier-Platz 11, 3027 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +23023797,Wohnung,1375,1050,325,,3.5,,,,,,,,NaN,3018 Bern,12.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22939242,Wohnung,1190,950,240,,2,EG,01.05.2020,,,,,,NaN,"Jupiterstrasse 41, 3015 Bern",,bern,26.02.2020,,,,,,,,,,,,1,,,,,,,,,,,, +22934785,Wohnung,1368,,,47,2.5,Untergeschoss,sofort,,1,,390m,,NaN,"Murtenstrasse 143 B, 3008 Bern",,bern,26.02.2020,47,,,,1,,750m,600m,,10m,1,,,,,,1,,,,,,, +22936337,Wohnung,1500,1290,210,66,3.5,,01.04.2020,1,,,89m,229m,NaN,"Zelgstrasse 31, 3027 Bern",,bern,26.02.2020,,,,,1,1,145m,111m,443m,711m,1,,,,,,,,,,,,, +22934611,Wohnung,1040,900,140,25,1,4.Stock,01.05.2020,,1,,120m,500m,2,"Seilerstrasse 25, 3011 Bern",12.02.2020,bern,26.02.2020,,1910,,,,,2400m,900m,900m,,,,,,,,,,,,,,, +22934667,Wohnung,1640,1440,200,78,3,2.Stock,01.05.2020,,,1,100m,100m,NaN,"Weissensteinstrasse 22a, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22936087,Wohnung,1190,950,240,,2,,,,,,,,NaN,3015 Bern,12.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22936306,Wohnung,2880,2380,500,131,4.5,2.Stock,,,,,,,NaN,3027 Bern,12.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22936305,Wohnung,2280,2000,280,100,3.5,1.Stock,,,,,,,NaN,3008 Bern,12.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22934786,Dachwohnung,1150,1000,150,,2,3.Stock,01.04.2020,,,,1290m,1260m,NaN,"Vennerweg 6, 3006 Bern",,bern,26.02.2020,,,,,,,480m,790m,,,,,,,,,,,,,,,, +22972267,Wohnung,1085,935,150,,1,EG,01.05.2020,,,,,,NaN,"Hildanusstrasse 18, 3013 Bern BE",12.02.2020,bern,26.02.2020,,2000,,,,,,,,,,,,,,,,,,,,,, +22934107,Wohnung,1550,1350,200,68,3,1.Stock,01.06.2020,,,,,,NaN,"Schlossstrasse 106, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22930157,Wohnung,1530,1290,240,64,2.5,1.Stock,15.04.2020,1,,,,,4,"Funkerstrasse 17, 3013 Bern",11.02.2020,bern,26.02.2020,,1943,,,,,,,,,,,,,,,,,,,,,, +23023378,Wohnung,1225,1050,175,52,2.5,EG,01.04.2020,,,,,,NaN,"Bottigenstrasse 31, 3018 Bern",11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22930381,Wohnung,3050,2640,410,110,3.5,2.Stock,nachVereinbarung,1,1,1,500m,500m,NaN,"Matterstrasse 4, 3006 Bern",,bern,26.02.2020,,,,1,1,1,250m,250m,250m,,1,,,1,,,,,,,,,, +22930380,Wohnung,3085,2685,400,124,4.5,1.Stock,31.10.2020,1,1,1,100m,100m,NaN,"Matterstrasse 2, 3006 Bern",,bern,26.02.2020,,,,,1,1,250m,250m,,,1,1,,,,,,,,,,,, +22930475,Wohnung,1800,1600,200,76,3,2.Stock,01.05.2020,,,,20m,10m,NaN,"Seftigenstrasse 40, 3007 Bern",11.02.2020,bern,26.02.2020,,,,1,1,,,,,1000m,,,,,,,1,,,,,,, +22930236,Wohnung,1700,,,,1,,nachVereinbarung,,,,,,NaN,3011 Bern BE,11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22929352,Wohnung,2550,2260,290,,3.5,2.Stock,nachVereinbarung,1,1,,640m,510m,NaN,"Stadtbachstrasse 40, 3012 Bern",,bern,26.02.2020,,,,,1,1,810m,,,,,,,,,,,,,,,,, +22930674,Wohnung,1250,,,,2.5,5.Stock,01.05.2020,,,,,,NaN,3007 Bern BE,11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22933485,Wohnung,610,,,9,1,10.Stock,sofort,1,1,,,,NaN,"Mühledorfstrasse, 1, 3018 Bern BE",12.02.2020,bern,26.02.2020,,,,,,,,,,,1,,,,,,,,,,,,, +22930732,Wohnung,1790,1590,200,95,3.5,1.Stock,15.05.2020,,1,,150m,200m,5,"Könizstrasse 21a, 3008 Bern",11.02.2020,bern,26.02.2020,,1990,,,1,1,550m,650m,550m,1000m,1,,,,,,,,,,,,, +22927851,Wohnung,1210,,,55,2.5,,sofort,,,,,,NaN,"Kalcheggweg 4, 3006 Bern",11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22926768,Wohnung,2280,1990,290,119,2.5,2.Stock,01.05.2020,,,,,,NaN,"Dählhölzliweg 3, 3005 Bern",11.02.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22926744,Wohnung,1370,1180,190,50,2.5,4.Stock,15.04.2020,1,1,,30m,30m,3,"Brunnmattstrasse 20 A, 3007 Bern",,bern,26.02.2020,,1974,,,,,,,,,,,,,,,,,,,,,, +22935654,Wohnung,1375,,,,2,,sofort,,,,,,NaN,"Federweg, 3008 Bern",11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22926841,Wohnung,1780,1600,180,,1.5,2.Stock,01.03.2020,,,1,50m,100m,NaN,"Zibelegässli 16, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22921196,Wohnung,1900,1730,170,85,2,1.Stock,01.03.2020,,,,100m,250m,NaN,"Schifflaube 22, 3011 Bern",,bern,26.02.2020,,,,,,,200m,50m,,,,,,,,,,,,,,,, +22926787,Wohnung,1900,1550,350,,3,5.Stock,01.06.2020,,1,,100m,150m,NaN,"Viktoriarain 17, 3013 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22924690,Wohnung,1900,1550,350,,3,5.Stock,,,,,,,NaN,3013 Bern,11.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22926854,Wohnung,1230,1050,180,,2.5,,01.03.2020,1,,,,,NaN,"Stöckackerstrasse 77, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,1,,,,,1,,,,,,,, +22927538,Wohnung,1510,1290,220,75,3.5,11.Stock,01.03.2020,1,1,,,,4,"Normannenstrasse 35, 3018 Bern",11.02.2020,bern,26.02.2020,,1966,,,1,1,,,,,1,,,,,,,,,,,,, +22917444,Wohnung,1690,1510,180,,2.5,4.Stock,,,,,50m,100m,NaN,"Monbijoustrasse 82, 3007 Bern",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22921966,Wohnung,2170,1950,220,93,3.5,1.Stock,,1,,,,,NaN,"Gryphenhübeliweg 26, 3006 Bern",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,1,,,,,,, +22921444,Wohnung,1680,1480,200,61,2.5,4.Stock,01.05.2020,1,,,,,3,"Gutenbergstr. 39, 3011 Bern",10.02.2020,bern,26.02.2020,,1934,,1,,,,225m,,,,,,,,,,,1,1,,,, +22918193,Wohnung,1840,1600,240,73,3,EG,01.06.2020,,,,250m,700m,4,"Muristrasse 92, 3006 Bern",,bern,26.02.2020,,1941,,,,,,,,,,,,,,,,,,,,,, +22921968,Wohnung,840,730,110,26,1,1.Stock,,1,,,,,NaN,"Giacomettistrasse 25 a, 3006 Berne",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,1,,,,,,, +22920049,Wohnung,2585,2350,235,100,3.5,2.Stock,01.03.2020,1,1,,160m,50m,3,"Schwarztorstrasse 102, 3007 Bern",,bern,26.02.2020,,2013,,,1,1,320m,280m,,,,,,,,,,,,,,,, +22921036,Wohnung,1475,1235,240,70,3.5,3.Stock,01.05.2020,1,1,,,,NaN,"Balthasarstrasse 19, 3027 Bern",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22918325,Wohnung,1900,1590,310,,4,3.Stock,01.05.2020,1,,,200m,500m,NaN,"Holzikofenweg 20, 3007 Bern",,bern,26.02.2020,,,,1,1,,,,,,,,,,,,,,,,,,, +22917445,Wohnung,1685,,,75,3,,sofort,,,,,,NaN,"beundenfeldstrasse, 3013 Bern",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22918106,Wohnung,1580,1400,180,54,2.5,EG,15.03.2020,1,1,,190m,64m,3,"Quartiergasse 16, 3013 Bern",10.02.2020,bern,26.02.2020,,1972,,,,,290m,100m,100m,,,,,,,,,,,,,,, +22917261,Wohnung,1295,1050,245,,2.5,14.Stock,nachVereinbarung,1,1,,,,NaN,"Holenackerstrasse 65, 3027 Bern",10.02.2020,bern,26.02.2020,59,,,,1,,,,,,,,,,,,,1,,,,,, +22916861,Dachwohnung,1250,1060,190,65,3,2.Stock,01.04.2020,,,,100m,100m,5,"Aehrenweg 29, 3027 Bern",10.02.2020,bern,26.02.2020,,1950,,1,1,,1000m,1000m,,2000m,,,,,,,,,,,,,, +22915007,Wohnung,2900,2700,200,120,4,2.Stock,sofort,1,,1,150m,400m,2,"Diesbachstrasse, 3012 Bern",,bern,26.02.2020,100,1906,,,1,,,,,,,,,,,,,,,,,,, +22915512,Wohnung,1030,,,26,1,1.Stock,09.03.2020,1,1,,,,NaN,"Parkstrasse 11, 3014 Bern BE",10.02.2020,bern,26.02.2020,,,1,,,,,,,,1,,,,,,,,,,,,, +22915626,Wohnung,1344,,,,1.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,09.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22927029,Wohnung,1520,,,,3,,01.03.2020,,,,,,NaN,"Waldheimstrasse 8, 3012 Bern",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22915623,Wohnung,855,,,,1,2.Stock,01.04.2020,1,1,,,,NaN,"Mittelstrasse 16, 3012 Bern BE",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22915513,Wohnung,890,,,15,1,4.Stock,01.06.2020,1,1,,,,NaN,"Chutzenstrasse 67, 3007 Bern BE",10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22915909,Wohnung,1730,,,,3,,nachVereinbarung,,,,,,NaN,3014 Bern BE,10.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22921967,Wohnung,1360,1200,160,57,2.5,4.Stock,,1,,,,,6,"Giacomettistrasse 25, 3006 Bern",10.02.2020,bern,26.02.2020,,2016,,,,,,,,,,,,,,,1,,,,,,, +22914284,Wohnung,1000,,,36,2,,15.03.2020,,,,,,NaN,"Weberstrasse, 3007 Bern",09.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22912691,Wohnung,aufAnfrage,,,,,,nachVereinbarung,,,,,,NaN,3006 Bern,08.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22914440,Einzelzimmer,650,,,80,,,sofort,,,,,,NaN,"zentweg, 3006 Bern",09.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22914286,Wohnung,1250,,,52,2,,01.03.2020,,,,,,NaN,"Landoltstrasse, 3007 Bern",09.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22992549,Wohnung,850,,,,1.5,,nachVereinbarung,,,,,,NaN,3006 Bern BE,08.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22914048,Wohnung,2080,,,90,3.5,,01.03.2020,,,,,,NaN,"Kyburgstrasse 1, 3013 Bern",09.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22907779,Wohnung,1640,1400,240,80,3.5,2.Stock,01.04.2020,1,,,660m,340m,NaN,"Alemannenstrasse 40, 3018 Bern",,bern,26.02.2020,,,,,,1,330m,670m,,,,,,,,,,,,,,,, +22912720,Studio,1200,,,20,1,,nachVereinbarung,,,,,,NaN,"Mittelstrasse, 3012 Bern",08.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22907776,Wohnung,1640,1400,240,77,3.5,1.Stock,sofort,1,,,660m,340m,NaN,"Alemannenstrasse 40, 3018 Bern",,bern,26.02.2020,,,,,,1,330m,670m,,,,,,,,,,,,,,,, +22909233,Wohnung,1690,1450,240,87,3.5,2.Stock,01.05.2020,1,,,690m,600m,NaN,"Alemannenstrasse 44, 3018 Bern",,bern,26.02.2020,,,,,,1,250m,810m,,,,,,,,,,,,,,,, +22904990,Wohnung,1390,1190,200,75,3,EG,nachVereinbarung,1,,1,70m,1200m,NaN,"Faehrstrasse 29, 3004 Bern",07.02.2020,bern,26.02.2020,,,1,,1,,1200m,1200m,1200m,2000m,,,,,,1,,,,,,,, +22907750,Wohnung,2100,1900,200,86,3,2.Stock,15.03.2020,1,1,1,100m,100m,NaN,3012 Bern,,bern,26.02.2020,,,,1,1,,,,,1000m,,,,,,,,,,,,,, +22907663,Dachwohnung,1260,1100,160,72,2.5,,16.03.2020,,,,,,5,"Schwarztorstrasse 97, 3007 Bern",,bern,26.02.2020,,1929,,,1,,,,,,,,,,,,,,,,,,, +22905888,Wohnung,1400,1240,160,,2.5,1.Stock,sofort,,,,100m,100m,NaN,"Kasernenstrasse 11c, 3013 Bern",,bern,26.02.2020,,1930,,,,,,,,,,,,,,,,,,,,,, +22906685,Wohnung,1282,252,1030,,,,,,,,,,NaN,"Freiburgstrasse 123, 3008 Bern",07.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22904395,Wohnung,1860,,,80,3.5,,sofort,,,,,,NaN,"Hüsliackerstrasse 23, 3018 Bern",07.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22909204,Wohnung,3700,3500,200,130,5.5,,01.03.2020,1,,,,,NaN,3006 Bern,07.02.2020,bern,26.02.2020,,1960,1,,1,1,,,,,1,,,1,,,,,,,,,, +22902034,Wohnung,1490,1340,150,59,2.5,3.Stock,sofort,,1,,,,NaN,"Mühledorfstrasse 4, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22961182,Wohnung,1450,1150,300,,1.5,2.Stock,01.05.2020,,,,840m,1480m,NaN,"Kollerweg 30, 3006 Bern",,bern,26.02.2020,,,,,,,560m,560m,,,,,,,,,,,,,,,, +22903942,Wohnung,1870,1590,280,90,4.5,3.Stock,16.05.2020,1,1,,100m,100m,NaN,"Waldmannstrasse 14, 3027 Bern",,bern,26.02.2020,,,,1,1,1,100m,100m,100m,,,,,,,,,,,,,,, +22901311,Wohnung,2000,1750,250,,2.5,EG,01.04.2020,1,,1,50m,100m,NaN,"Hallwylstrasse, 3005 Bern",,bern,26.02.2020,,1900,,,,,,,,,,,,,,,,,,,,,, +22901294,Wohnung,2870,2570,300,115,3.5,2.Stock,01.06.2020,1,,1,100m,100m,NaN,"Jubiläumsstrasse 97, 3005 Bern",,bern,26.02.2020,,,,,1,,,,,,1,,,,,,,,,,,,, +22900020,Wohnung,1580,1340,240,,3,1.Stock,01.05.2020,1,,,,,NaN,"Schenkstrasse 41, 3008 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22900019,Wohnung,1180,1020,160,,1,2.Stock,sofort,1,,,280m,570m,NaN,"Morillonstrasse 48, 3007 Bern",,bern,26.02.2020,,,,,,,370m,,,,,,,,,,,,,,,,, +22898386,Wohnung,860,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,07.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22898387,Wohnung,1160,,,28,1.5,1.Stock,01.04.2020,1,1,,,,NaN,"Quartiergasse, 3013 Bern BE",07.02.2020,bern,26.02.2020,,1980,,,,,,,,,,,,,,,,,,,,,, +22901545,Wohnung,1626,1466,160,65,2,3.Stock,01.03.2020,,,1,,100m,NaN,"Gerechtigkeitsgasse 56, 3011 Bern",07.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22901993,Wohnung,1860,1460,400,92,4.5,4.Stock,01.05.2020,1,1,1,100m,60m,NaN,"Sulgeneckstrasse 64, 3006 Bern",,bern,26.02.2020,,,1,1,1,,1110m,630m,,1500m,1,,,,,,,,,,,,, +22900764,Wohnung,2650,2100,550,,5,3.Stock,01.06.2020,1,1,,100m,200m,NaN,"Untermattweg 64, 3027 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22900625,Wohnung,3310,2960,350,122,4,4.Stock,sofort,1,1,1,,,NaN,"Monbijoustrasse 22, 3011 Bern",,bern,26.02.2020,,,1,,1,,,,,,,,,,,,,,,,,,, +22897108,Attika,3350,3050,300,,4.5,3.Stock,01.03.2020,1,1,,,,NaN,"Wasserwerkgasse 37, 3011 Bern",06.02.2020,bern,26.02.2020,,1981,,,1,1,,,,,,,,1,,,,,,,,,, +22895173,Wohnung,700,,,,3,,nachVereinbarung,,,,,,NaN,3018 Bern BE,06.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22900690,Wohnung,2030,1705,325,95,3.5,1.Stock,nachVereinbarung,,,,,,4,"Riedbachstrasse 81, 3027 Bern",06.02.2020,bern,26.02.2020,,2012,,,,,,,,,,,,,237m³,,,,,,,,, +22902420,Wohnung,1210,1095,115,44,1,EG,01.05.2020,,,,,,3,"Buristr. 8, 3006 Bern",06.02.2020,bern,26.02.2020,,1967,,1,1,,,,,,,,,,,,,,,,,,, +22903422,Wohnung,1270,1070,200,,2.5,2.Stock,01.03.2020,1,,,10m,400m,NaN,"Keltenstrasse 11, 3018 Bern",07.02.2020,bern,26.02.2020,,,,,,,450m,400m,400m,1300m,,,,,,,,,,,,,, +22899965,Wohnung,1410,1190,220,,2.5,1.Stock,01.03.2020,1,,,,,NaN,"Bantigerweg 56, 3006 Bern",06.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22899897,Wohnung,1850,1650,200,55,2.5,1.Stock,01.05.2020,1,1,,20m,20m,NaN,"Aegertenstrasse 53, 3005 Bern",,bern,26.02.2020,,,,,1,,,,,2000m,,,,,,,,,,,,,, +22896587,Wohnung,1050,950,100,35,1.5,EG,01.04.2020,,,,400m,1000m,3,"Egelgasse 47, 3006 Bern",06.02.2020,bern,26.02.2020,,1957,,,,,1000m,2100m,4700m,3300m,,,,,,,,,,,,,, +22901261,Studio,1168,1000,168,51,1,EG,01.05.2020,,1,,50m,100m,4,"Mattenhofstr. 15, 3007 Bern",06.02.2020,bern,26.02.2020,,1992,,1,1,1,500m,500m,1000m,,1,,,,,,1,,,,1,,, +22895843,Wohnung,1210,1095,115,44,1,,,,,,,,NaN,3006 Bern,06.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22899973,Wohnung,1800,1415,385,,2.5,3.Stock,15.03.2020,,1,,190m,300m,NaN,"Münstergasse 58, 3011 Bern",05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22902421,Wohnung,1780,1530,250,90,4,3.Stock,01.05.2020,,,,200m,50m,4,"Obermattstr. 18, 3018 Bern",05.02.2020,bern,26.02.2020,,1970,,1,1,1,500m,269m,3000m,3000m,,,,,,,,,,,,,, +22893424,Einzelzimmer,574,,,12,,,sofort,,,,,,NaN,"Rehhastrasse 45, 3018 Bern",06.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22889307,Wohnung,1800,1415,385,,2.5,3.Stock,,,,,,,NaN,3011 Bern,05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22902010,Wohnung,1822,1482,340,98,4.5,2.Stock,16.05.2020,1,1,,,,NaN,"Holenackerstrasse 5, 3027 Bern",06.02.2020,bern,26.02.2020,,,,,,1,,,,,,,,,,,,1,,,,,, +22888686,Wohnung,1450,,,,2.5,,nachVereinbarung,,,,,,NaN,3007 Bern BE,05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22902801,Wohnung,1750,1575,175,50,2.5,7.Stock,sofort,,,,,,3,"Europaplatz 1, 3008 Bern",05.02.2020,bern,26.02.2020,,2014,,,,,,,,,,,,,,,,,,,,,, +23020982,Einzelzimmer,910,,,20,,,sofort,,,,,,NaN,"Holzikofenweg 1, 3007, 3007 Bern",05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22893423,Wohnung,2700,,,,3,,sofort,,,,,,NaN,"Turnweg 27B, 3013 Bern",06.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22888808,Dachwohnung,1450,,,60,1,,nachVereinbarung,,,,,,NaN,"Elisabethenstrasse 26, 3014 Bern",05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22886505,Wohnung,990,840,150,45,1,Untergeschoss,01.05.2020,,1,,100m,2000m,NaN,"Hintere Engehaldenstrasse 38, 3004 Bern",05.02.2020,bern,26.02.2020,,1999,,1,,1,800m,800m,1500m,,1,,,,,,,,,,,,, +22886506,Wohnung,1614,1414,200,63,2.5,1.Stock,01.05.2020,1,,,300m,300m,4,"Buristrasse 17, 3006 Bern",05.02.2020,bern,26.02.2020,,1991,,,,,300m,300m,500m,,,,,,,,,,,,,,, +22884352,Wohnung,1500,1255,245,73,3,5.Stock,01.05.2020,,1,,750m,600m,4,"Holligenstrasse 109, 3008 Bern",04.02.2020,bern,26.02.2020,,1961,,1,,,900m,,,1200m,,,,,,,,,,,,,, +22882531,Wohnung,1140,1030,110,38,1.5,EG,01.05.2020,1,,1,100m,100m,NaN,"Militärstrasse 53, 3014 Bern",,bern,26.02.2020,,,,1,1,,250m,250m,250m,,,,,,,,,,,,,,, +22887292,Wohnung,1730,,,60,2.5,,sofort,,,,,,NaN,"Neuengasse, 3011 Bern",05.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22899979,Wohnung,2170,1850,320,99,4.5,1.Stock,01.05.2020,1,1,,200m,,3,"Fabrikstrasse 29 D, 3012 Bern",05.02.2020,bern,26.02.2020,,1960,,,,,,,,,,,,,,,,,,,,,, +22882344,Wohnung,1600,1330,270,,3.5,EG,nachVereinbarung,1,,,,,NaN,"Stapfenstrasse 48, 3018 Bern",04.02.2020,bern,26.02.2020,,1950,,1,,1,,,,,,,,,,,,,,,,,, +22882504,Wohnung,1465,1200,265,,2.5,2.Stock,sofort,,,,,,NaN,"Bottigenstrasse 68, 3018 Bern",,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22882630,Wohnung,1890,1610,280,97,4.5,3.Stock,01.04.2020,,,,290m,140m,NaN,"Statthalterstrasse 54, 3018 Bern",,bern,26.02.2020,,,,,,,200m,460m,,,,,,,,,,,,,,,, +23014341,Wohnung,2860,2720,140,127,3,,sofort,1,,,100m,300m,NaN,"Münstergasse, 3011 Bern",04.02.2020,bern,26.02.2020,127,,,,1,,,,,,,,,1,,,,,,,,,, +22874742,Wohnung,1390,1245,145,59,2,EG,01.04.2020,,,,,,4,"Buristr. 10, 3006 Bern",03.02.2020,bern,26.02.2020,,1967,,1,1,,,,,,,,,,,,,,,,,,, +22881488,Wohnung,1750,,,,3,,nachVereinbarung,,,,,,NaN,3011 Bern BE,04.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22879005,Wohnung,1480,,,70,3.5,,sofort,,,,,,NaN,"Hallerstrasse 20, 3012 Bern",04.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +13963125,Dachwohnung,1280,1085,195,,3,2.Stock,01.04.2020,,,1,200m,200m,NaN,"Frankenstrasse 22, 3018 Bern",,bern,26.02.2020,,,,,,1,,,,1000m,,,,,,,,,,,,,, +22880969,Attika,3080,2780,300,115,4.5,4.Stock,01.05.2020,1,1,,210m,120m,3,"Stöckackerstrasse 103, 3018 Bern",,bern,26.02.2020,,2017,,,1,1,540m,970m,,600m,1,,,,,,,,,,,,, +22880464,Wohnung,1395,1275,120,52,1.5,1.Stock,01.05.2020,1,1,,10m,180m,NaN,"Bümplizstrasse 142, 3018 Bern",,bern,26.02.2020,,,,1,1,,,,,,1,1,,,,,,,,,,,, +22998672,Wohnung,1200,,,,2.5,,01.07.2020,,,,,,NaN,3007 Bern,04.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22879392,Wohnung,1150,,,90,1,3.Stock,sofort,1,,,,,NaN,"Gryphenhübeliweg 45, 3006 Bern BE",04.02.2020,bern,26.02.2020,,2016,,,,,,,,,,,,,,,,,,,,,, +22873707,Wohnung,3450,2950,500,139,5.5,1.Stock,01.03.2020,1,1,,500m,450m,NaN,"Hesseweg 20, 3006 Bern",,bern,26.02.2020,,,,1,,1,1100m,1100m,,1500m,1,1,,,,,,,,,,,, +22893420,Wohnung,1750,,,65,,,sofort,,,,,,NaN,"Kapellenstrasse 27, 3011 Bern",04.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22873043,Wohnung,1320,1080,240,60,3,1.Stock,nachVereinbarung,1,,,,,5,"Tiefenaustrasse 139, 3004 Bern",03.02.2020,bern,26.02.2020,,1951,,1,,,,,,,,,,,,,,,,,,,, +22871189,Maisonette,3100,2800,300,153,5.5,3.Stock,sofort,1,,1,140m,220m,3,"Südbahnhofstrasse 4, 3007 Bern",,bern,26.02.2020,,1906,,,1,,320m,,,,,,,1,,,,,,,,,, +22872140,Wohnung,1320,1080,240,60,3,1.Stock,,,,,,,NaN,3004 Bern,03.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22870085,Wohnung,550,,,,4,,nachVereinbarung,,,,,,NaN,3018 Bern BE,03.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22866634,Wohnung,1495,1325,170,40,2,2.Stock,01.04.2020,,1,,,,NaN,"Brunngasse, 8, 3011 Bern BE",03.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22866077,Wohnung,1490,1310,180,53,2.5,5.Stock,01.04.2020,,1,,300m,,NaN,"Effingerstrasse 41a, 3008 Bern",,bern,26.02.2020,53,,,,1,,,,,,,,,1,,,,,,,,,, +22879006,Einzelzimmer,619,,,20,,,sofort,,,,,,NaN,"Wankdorffeldstrasse 83, 3014 Bern",03.02.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22866920,Wohnung,650,,,13,1,19.Stock,sofort,1,1,,,,NaN,3015 Bern BE,03.02.2020,bern,26.02.2020,,1977,1,,1,,,,,,,,,,,,,,,,,,, +22855263,Wohnung,4500,,,36,1.5,,sofort,,,,,,NaN,"Mühledorfstrasse1, 3018 Bern",31.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22860992,Wohnung,1600,,,,2.5,,15.03.2020,1,,,250m,310m,NaN,"Holligenstrasse 85, 3008 Bern",,bern,26.02.2020,,,1,,,,520m,690m,,1m,,,,,,1,,,,,,,, +22859930,Wohnung,1680,1500,180,70,3,2.Stock,,1,,,20m,500m,NaN,"Weissensteinstrasse 35, 3007 Bern",31.01.2020,bern,26.02.2020,,,,,,,500m,500m,500m,,,,,,,,,,,,,,, +22860642,Wohnung,2835,2520,315,71,3.5,3.Stock,01.05.2020,,1,,300m,50m,NaN,"Zeughausgasse 27, Wohnungen, 3011 Bern",31.01.2020,bern,26.02.2020,,1927,,,1,,1000m,2800m,2800m,,,,,,,,,,,,,,, +22848071,Wohnung,1390,1200,190,,3.5,EG,01.05.2020,1,,,,,NaN,"Brünnenstrasse 65, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22847922,Wohnung,3490,3140,350,158,4.5,2.Stock,01.04.2020,1,1,,200m,150m,3,"Wasserwerkgasse 33, 3011 Bern",,bern,26.02.2020,,1980,1,,1,,400m,100m,,3000m,1,1,,1,,,,,,,,,, +22847911,Wohnung,2690,2390,300,96,3,,01.03.2020,,1,,,,NaN,"Münstergasse 16, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22848078,Wohnung,1750,1550,200,78,3,2.Stock,01.03.2020,1,,,,,NaN,"Waldstätterstrasse 23, 3014 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839519,Wohnung,1200,,,,2.5,,sofort,,,,,,NaN,3000 Bern,29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22840923,Wohnung,150,,,36,1.5,,nachVereinbarung,,,,,,NaN,"Mühledorfstrasse 1, 3018 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22842292,Wohnung,1700,1490,210,82,3.5,,01.03.2020,1,,,,,4,"Heckenweg 40, 3007 Bern",29.01.2020,bern,26.02.2020,,1961,,1,,,,,,,,,,,,,,,,,,,, +22839518,Einzelzimmer,628,,,,,,sofort,,,,,,NaN,3000 Bern,29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839483,Einzelzimmer,766,,,,,,sofort,,,,,,NaN,"Nähe Rosengarten, 3013 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839459,Wohnung,1800,,,,3,,sofort,,,,,,NaN,"Schlossstrasse 93, 3008 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839465,Wohnung,1600,,,60,2,,sofort,,,,,,NaN,3011 Bern,29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839479,Einzelzimmer,720,,,16,,,sofort,,,,,,NaN,"Funkerstrasse 2, 3013 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839386,Einzelzimmer,450,,,,,,sofort,,,,,,NaN,"Bolligenstrasse, 3006 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22839381,Einzelzimmer,600,,,15,,,sofort,,,,,,NaN,"Erlenweg 14, 3005 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22838846,Attika,2870,2570,300,,5.5,,sofort,,,,,,NaN,"Mülinenstrasse 28, 3006 Bern",29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22839385,Einzelzimmer,370,,,20,,,sofort,,,,,,NaN,3006 Bern,29.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22919640,Wohnung,1720,1520,200,,3.5,5.Stock,01.07.2020,1,1,,,,NaN,"Winkelriedstrasse 14, 3014 Bern",28.01.2020,bern,26.02.2020,,,1,,1,,,,,,,,,,,,,,,,,,, +22829703,Wohnung,1110,,,,1,1.Stock,01.03.2020,1,,,410m,330m,NaN,"Güterstrasse 16, 3008 Bern",,bern,26.02.2020,,,,,,,800m,510m,,,,,,,,,,,,,,,, +22830980,Einzelzimmer,1150,1000,150,30,1,3.Stock,sofort,,,,,,NaN,"Rathausgasse 18, 3011 Bern",28.01.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +15769803,Wohnung,1720,1520,200,,3.5,5.Stock,01.07.2020,1,1,,200m,200m,NaN,"Winkelriedstrasse 14, 3014 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22825593,Wohnung,2300,,,,4.5,,nachVereinbarung,,,,,,NaN,3011 Bern BE,27.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22824535,Wohnung,1110,910,200,49,2,17.Stock,01.03.2020,1,1,,500m,100m,NaN,"Waldmannstrasse 61, 3027 Bern",,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22824407,Wohnung,3040,2740,300,,6,5.Stock,01.04.2020,1,1,,50m,100m,NaN,"Neufeldstrasse 15, 3012 Bern",27.01.2020,bern,26.02.2020,,,,,,,20m,20m,20m,,,,,,,,,,,,,,, +22825361,Wohnung,1710,1450,260,,4,2.Stock,01.03.2020,1,1,,,,NaN,"Bümplizstrasse 12, 3027 Bern BE",27.01.2020,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22827667,Wohnung,1290,1140,150,40,1,EG,01.05.2020,1,1,,100m,100m,3,"Sulgenbachstr. 20, 3007 Bern",27.01.2020,bern,26.02.2020,,2003,,1,1,,600m,600m,1000m,,1,,,,,,,,,,,,, +23009097,Wohnung,950,,,,1.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,27.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22822874,Wohnung,2200,,,,3.5,,nachVereinbarung,,,,,,NaN,3006 Bern BE,27.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22827517,Wohnung,1670,1500,170,,2,3.Stock,01.04.2020,,1,,,,NaN,"Kramgasse 11, 3011 Bern",27.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22824895,Wohnung,3500,,,130,5.5,EG,sofort,1,,,,,NaN,3006 Bern BE,27.01.2020,bern,26.02.2020,,1960,,,1,,,,,,1,,,,,,,,,,,,, +22825563,Wohnung,1650,1460,190,50,2.5,4.Stock,01.05.2020,1,1,,200m,100m,NaN,"Landoltstrasse 3, 3007 Bern",,bern,26.02.2020,,1948,,,,,,,,,,,,1,,,,,,,,,, +22814014,Wohnung,1750,1550,200,64,3.5,,sofort,1,1,1,500m,500m,NaN,"Hopfenweg 27, 3007 Bern",24.01.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,1,,,,,,,, +22813792,Wohnung,1800,1550,250,74,2.5,1.Stock,sofort,1,,1,100m,500m,NaN,"Wernerstrasse 26, 3006 Bern",,bern,26.02.2020,,,,,,1,500m,500m,500m,800m,,,,,,,,,,,,,, +22983797,Wohnung,2000,1700,300,78,3.5,10.Stock,nachVereinbarung,1,1,,,,NaN,3015 Bern,24.01.2020,bern,26.02.2020,,,,,,,,,,,,1,,,,,,,,,,,, +22814753,Wohnung,1215,1050,165,55,2.5,2.Stock,01.03.2020,1,,,190m,550m,NaN,"Fröschmattstrasse 36, 3018 Bern",24.01.2020,bern,26.02.2020,,1956,,1,,,800m,1000m,,,,,,,,,,,,,,,, +22916934,Wohnung,1580,1400,180,54,2.5,,,,,,,,NaN,3013 Bern,24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22970502,Wohnung,2050,1840,210,83,4,3.Stock,01.05.2020,1,,,100m,100m,3,"Bühlstrasse 40, 3012 Bern",,bern,26.02.2020,,1954,,,1,1,500m,500m,300m,,,,,,,,,,,,,,, +22927852,Wohnung,1490,,,,2,,sofort,,,,,,NaN,"Wildermettweg 58, 3006 Bern",25.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22815003,Wohnung,2380,2100,280,112,4.5,1.Stock,01.05.2020,,,,,,NaN,"Murtenstrasse 143 C, 3008 Bern",24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22865840,Wohnung,1870,,,82,3.5,,01.03.2020,,,,,,NaN,"Ankerstrasse 18,, 3006 Bern",24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22813105,Wohnung,1215,1050,165,55,2.5,2.Stock,,,,,,,NaN,3018 Bern,24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22827393,Wohnung,1450,1320,130,52,2,4.Stock,01.04.2020,1,1,,190m,100m,NaN,"Breitenrainstrasse 12A, 3013 Bern",23.01.2020,bern,26.02.2020,,,,,,,650m,400m,,,,,,,,,,,,,,,, +22811978,Wohnung,2840,2590,250,111,4.5,2.Stock,01.03.2020,1,1,,100m,100m,NaN,3011 Bern,,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22805667,Wohnung,1290,1070,220,,3,1.Stock,01.05.2020,1,,,,,NaN,"Tiefenaustrasse 129, 3004 Bern",23.01.2020,bern,26.02.2020,,,,,,1,,,,,,,,,,,,,,,,,, +22811917,Wohnung,1600,1400,200,78,2.5,1.Stock,sofort,,,,,,NaN,"Eigerstrasse 12, 3007 Bern",24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22807785,Wohnung,2500,2250,250,,4.5,1.Stock,sofort,1,,1,,,NaN,"Rodtmattstrasse 31, 3014 Bern",,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22807752,Wohnung,1850,,,80,3.5,EG,sofort,1,1,,220m,650m,NaN,"Hüsliackerstrasse 23, 3018 Bern",23.01.2020,bern,26.02.2020,,,1,1,1,1,,,,500m,1,,,,,,,,,,,,, +22995363,Wohnung,1400,,,,2.5,,nachVereinbarung,,,,,,NaN,3008 Bern BE,24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23000222,Dachwohnung,450,,,,1,,nachVereinbarung,,,,,,NaN,3012 Bern BE,23.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22809674,Loft,1870,1650,220,56,2,5.Stock,01.05.2020,,,,,,NaN,"Mühlemattstrasse 55, 3007 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23020988,Wohnung,120,70,50,35,1,Untergeschoss,01.04.2020,,,,300m,500m,NaN,"Keltenstrasse 84, 3018 Bern",23.01.2020,bern,26.02.2020,,1954,,,,,,,,,,,,,,,,,,,,,, +22798844,Wohnung,1900,1650,250,69,3,1.Stock,01.04.2020,1,,,100m,500m,NaN,"Weissenbühlweg 16, 3007 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22797115,Wohnung,2260,2000,260,95,3,1.Stock,sofort,,1,,,,3,"Kapellenstrasse 26, 3011 Bern",22.01.2020,bern,26.02.2020,,1912,,,,,,,,,,,,,,,,,,,,,, +11298313,Wohnung,1400,1200,200,,3,1.Stock,01.03.2020,,,,100m,100m,NaN,"Bahnhöheweg 26, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22802012,Wohnung,1290,1150,140,,3,4.Stock,,,,,,,NaN,3007 Bern,23.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22800070,Wohnung,1570,1370,200,,3,3.Stock,sofort,1,,,470m,70m,NaN,"Güterstrasse 14, 3008 Bern",22.01.2020,bern,26.02.2020,,,,,1,1,760m,480m,,,1,,,,,,,,,,,,, +22801396,Wohnung,1100,950,150,18,1,3.Stock,sofort,1,,,,,NaN,"Schwanengasse, 3, 3011 Bern BE",23.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22800082,Wohnung,1890,1620,270,91,3.5,2.Stock,sofort,1,1,,,,NaN,"Konsumstrasse 17, 3007 Bern",22.01.2020,bern,26.02.2020,,,,1,1,,,,,,,,,,,,,,,,,,, +22803547,Wohnung,1550,1300,250,,2.5,1.Stock,01.05.2020,,,,180m,440m,NaN,"Zielweg 5, 3014 Bern",,bern,26.02.2020,,,,,1,1,300m,590m,,,,,,,,,,,,,,,, +22803667,Wohnung,2000,1750,250,110,4.5,1.Stock,01.05.2020,1,,1,300m,290m,5,"Werkgasse 29, 3018 Bern",,bern,26.02.2020,110,2000,1,1,1,1,300m,300m,400m,500m,,,,,,,,,,,,,, +22798843,Wohnung,1450,1290,160,62,2.5,2.Stock,01.05.2020,1,,,80m,150m,NaN,"Pestalozzistrasse 22, 3007 Bern",,bern,26.02.2020,,,,,1,,250m,130m,,,,,,,,,,,,,,,, +22786595,Wohnung,1810,1550,260,,4,5.Stock,01.04.2020,,1,,600m,910m,NaN,"Mülinenstrasse 29, 3006 Bern",,bern,26.02.2020,,,,,,,2130m,1960m,,,,,,,,,,,,,,,, +22532506,Wohnung,1498,,,75,3.5,,nachVereinbarung,,,,,,NaN,"Weidmattweg 24, 3018 Bern",21.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22784408,Wohnung,1950,1750,200,70,3,3.Stock,nachVereinbarung,,,,500m,460m,NaN,"Reichenbachstrasse 75, 3004 Bern",,bern,26.02.2020,,,,,,,400m,2040m,2290m,,,,,,,,,,,,,,, +22796811,Wohnung,500,,,65,3,,nachVereinbarung,,,,,,NaN,"Pfaffensteig 4, 3018 Bern",24.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22788477,Wohnung,1675,1370,305,94,3.5,8.Stock,nachVereinbarung,1,1,,,,NaN,"Holenackerstrasse 65, 3027 Bern",21.01.2020,bern,26.02.2020,,,1,,1,1,,,,,,1,,,,,,1,,,,,, +22789185,Wohnung,1390,1200,190,58,2,1.Stock,,,,,,,NaN,3006 Bern,21.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22794824,Wohnung,2320,2070,250,100,4.5,2.Stock,01.05.2020,1,,,50m,550m,NaN,"Mühledorfstrasse 2, 3018 Bern",,bern,26.02.2020,,,,,1,,250m,350m,800m,4000m,1,,,,,,,,,,,,, +22786788,Wohnung,1490,1290,200,65,2.5,Untergeschoss,01.04.2020,1,,,840m,1480m,NaN,"Dunantstrasse 4, 3006 Bern",,bern,26.02.2020,65,1971,,1,1,,560m,560m,,400m,,,,,,,,,,,,,, +22800024,Wohnung,1200,1000,200,,,2.Stock,sofort,,,,,,NaN,"Freiburgstrasse 129, 3008 Bern",22.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22789894,Wohnung,1390,1200,190,58,2,1.Stock,01.03.2020,1,,,200m,1000m,4,"Elfenauweg 23, 3006 Bern",21.01.2020,bern,26.02.2020,,1949,,,,,,,,,,,,,,,,,,,,,, +22859998,Wohnung,1575,1375,200,70,3.5,EG,,1,,,,,NaN,"Winkelriedstrasse 61, 3014 Bern",20.01.2020,bern,26.02.2020,,,,,,1,,,,,,,,,,,,,,,,,, +22895174,Wohnung,1575,,,,3.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,20.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22768541,Wohnung,1660,1400,260,66,2.5,4.Stock,01.03.2020,,,,,,3,"Gutenbergstr. 37, 3011 Bern",17.01.2020,bern,26.02.2020,,1934,,1,,,,225m,,,,,,,,,,,,,,,, +22769686,Wohnung,2350,2050,300,112,4.5,1.Stock,sofort,,,,,,NaN,"Murtenstrasse 143 F, 3008 Bern",17.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22782084,Wohnung,1260,1110,150,37,1.5,1.Stock,sofort,,,,,,NaN,"Brückfeldstr. 19, 3012 Bern",20.01.2020,bern,26.02.2020,,1976,,1,,,,,,,,,,,,,,,,,,,, +22779118,Wohnung,1360,1160,200,,3,,01.06.2020,1,,,,,NaN,"Freiburgstrasse 433, 3018 Bern",,bern,26.02.2020,,,,1,1,,,,,,,,,,,1,,,,,,,, +22768618,Wohnung,1990,1690,300,82,4.5,3.Stock,sofort,,,1,200m,350m,NaN,"Hopfenweg 40, 3007 Bern",,bern,26.02.2020,,,1,,1,1,500m,500m,500m,,,,,,,,,,,,,,, +22776336,Wohnung,2010,1725,285,91,3.5,EG,01.07.2020,,,,50m,50m,4,"Gigonweg 16, 3027 Bern",,bern,26.02.2020,,2010,,1,,,,,,100m,,,,,,,,,,,,,, +22779980,Wohnung,890,,,17,1,EG,01.04.2020,1,1,,,,NaN,3001 Bern BE,20.01.2020,bern,26.02.2020,,2018,1,,1,,,,,,1,1,,,,,,,,,,,, +22769497,Dachwohnung,2200,1910,290,105,2.5,4.Stock,01.04.2020,,,1,100m,200m,NaN,"Münstergasse 42, 3011 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,1,,,,,,,,,, +22768529,Wohnung,938,740,198,28,1,,sofort,,1,,,,3,"Eigerstrasse 78, 3007 Bern",16.01.2020,bern,26.02.2020,,1956,,1,,,,,,,,,,,,,,,,,,,, +22767470,Wohnung,1800,,,,3,,nachVereinbarung,,,,,,NaN,3008 Bern,16.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22824579,Wohnung,1240,1100,140,,2,4.Stock,sofort,,,,70m,300m,NaN,"Ostring 62, 3006 Bern",,bern,26.02.2020,,,,,,,850m,750m,,,,,,,,,,,,,,,, +22766460,Wohnung,1020,870,150,,1.5,1.Stock,01.07.2020,1,1,,200m,400m,NaN,"Riedbachstrasse 77, 3027 Bern",17.01.2020,bern,26.02.2020,,2017,1,,1,,750m,750m,,600m,1,1,,,,,1,,,,,,, +22753594,Wohnung,400,,,,1,,nachVereinbarung,,,,,,NaN,3005 Bern BE,15.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22758233,Wohnung,1280,1150,130,,2,,01.05.2020,,,,,,NaN,"Chutzenstrasse 61, 3007 Bern",16.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22764611,Wohnung,2880,,,,3.5,,nachVereinbarung,,,,,,NaN,3006 Bern BE,17.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22905956,Wohnung,2357,2057,300,120,4.5,EG,01.04.2020,1,1,,,,3,"Schloss-Strasse 121, 3008 Bern BE",15.01.2020,bern,26.02.2020,,1930,,1,1,,,,,,1,,,,,,,,,,,,, +22761302,Wohnung,2450,,,100,3.5,2.Stock,nachVereinbarung,,,,,,NaN,"Rabbentalstrasse 51, 3013 Bern BE",16.01.2020,bern,26.02.2020,,,,1,,,,,,,,,,,,,,,,,,,, +22755271,Wohnung,1550,1350,200,66,3.5,1.Stock,01.05.2020,,,,230m,800m,4,"Wangenstrasse 86d, 3018 Bern",15.01.2020,bern,26.02.2020,,2000,,,,,500m,600m,600m,850m,,,,,,,,,,,,,, +22747620,Wohnung,2220,2020,200,,3.5,Untergeschoss,nachVereinbarung,1,,1,100m,180m,NaN,"Seftigenstrasse 26, 3007 Bern",,bern,26.02.2020,,1900,,,,,,,,,,,,,,,,,,,,,, +22835037,Wohnung,1500,1300,200,,2.5,EG,sofort,,,,40m,480m,NaN,"Morillonstrasse 6, 3007 Bern",,bern,26.02.2020,,,,,,,820m,910m,,,,,,,,,,,,,,,, +22753919,Wohnung,1698,1473,225,74,3.5,3.Stock,01.04.2020,1,1,,,,NaN,"Morillonstrasse 11, 3007 Bern",21.01.2020,bern,26.02.2020,,,,1,,,,,,,,,,,,,,,,,,,, +22749729,Wohnung,2950,2700,250,,3.5,2.Stock,sofort,1,,,,,NaN,"Lombachweg 13, 3006 Bern",,bern,26.02.2020,,2019,,,1,,,,,,,,,,,,1,,,,,,, +13443727,Wohnung,4650,4250,400,210,7.5,1.Stock,01.05.2020,1,,1,100m,100m,3,"Muristrasse 42, 3006 Bern",,bern,26.02.2020,,1895,,1,1,1,100m,500m,300m,800m,,,,,,,,,,,,,, +22745340,Maisonette,2990,2600,390,121,4.5,2.Stock,01.03.2020,1,,,,,NaN,"Bürenstrasse 27, 3007 Bern",,bern,26.02.2020,,,,1,1,,,,,,,,,1,,,,,,,,,, +22751367,Wohnung,1550,1350,200,,3,2.Stock,01.03.2020,1,,,,,NaN,"Kehrgasse 24, 3018 Bern",15.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22745150,Dachwohnung,2305,2100,205,84,2.5,6.Stock,sofort,,1,,130m,30m,NaN,"Marktgasse 52, 3011 Bern",,bern,26.02.2020,,,,,1,,,,,2900m,,,,,,,,,,,,,, +22748294,Wohnung,1630,1430,200,,3.5,8.Stock,sofort,1,1,,,,NaN,"Neuhausweg 21, 3027 Bern",15.01.2020,bern,26.02.2020,,,1,,,,,,,,1,,,,,,,,,,,,, +22992348,Wohnung,750,,,,1,,nachVereinbarung,,,,,,NaN,3007 Bern BE,15.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22869511,Dachwohnung,830,,,,1,,nachVereinbarung,,,,,,NaN,3011 Bern BE,14.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22737231,Wohnung,1610,1390,220,72,3,EG,01.03.2020,1,,,,,NaN,"Martiweg 7, 3008 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22739903,Wohnung,250,,,,1,,nachVereinbarung,,,,,,NaN,3000 Bern BE,14.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22742331,Wohnung,1380,1160,220,,3,3.Stock,01.05.2020,1,,,,,NaN,"Looslistrasse 40, 3027 Bern",14.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22742980,Wohnung,1345,1145,200,55,2,,01.04.2020,1,1,,,,NaN,"Viktoriastrasse 45, 3013 Bern",,bern,26.02.2020,,,,1,1,1,,,,,,,,,,,,,,,,,, +22979612,Wohnung,2080,1850,230,76,3,1.Stock,16.03.2020,1,1,,,,NaN,"Viktoriastrasse 45, 3013 Bern",,bern,26.02.2020,,,,1,1,1,,,,,,,,,,,1,,,,,,, +22780636,Dachwohnung,1840,1670,170,66,2.5,5.Stock,01.03.2020,,1,,60m,100m,NaN,"Scheibenstrasse 16, 3014 Bern",,bern,26.02.2020,,,,,,,40m,490m,,,,,,,,,1,,,,,,, +22739908,Wohnung,1000,,,,3.5,,nachVereinbarung,,,,,,NaN,3014 Bern BE,14.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22744843,Wohnung,1660,1400,260,88,3.5,,01.04.2020,,,,,,5,"Cäcilienstr. 7, 3007 Bern",14.01.2020,bern,26.02.2020,,1979,,1,,1,,,,,,,,,,,,,,,,,, +22742085,Wohnung,1540,1260,280,,3.5,EG,01.04.2020,1,,,,,NaN,"Burgunderstrasse 17, 3018 Bern",14.01.2020,bern,26.02.2020,,1953,,1,,1,,,,,,,,,,,,,,,,,, +22962806,Wohnung,1900,1650,250,95,4.5,9.Stock,sofort,1,1,,420m,210m,5,"Jupiterstrasse 5, 3015 Bern",,bern,26.02.2020,,1973,,1,,1,520m,390m,,,1,,,,,,,,,,,,, +22837321,Wohnung,1430,,,,2,,nachVereinbarung,,,,,,NaN,3013 Bern BE,11.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22848279,Wohnung,1490,1290,200,61,2.5,,16.05.2020,1,1,,,,4,"Mittelstrasse 57, 3012 Bern",,bern,26.02.2020,,1974,,,,,,,,,,,,,,,,,,,,,, +22919672,Wohnung,2190,1990,200,,3,EG,01.04.2020,1,,,,,NaN,"Schillingstrasse 23, 3005 Bern",13.01.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22726324,Wohnung,2650,2360,290,98,4.5,1.Stock,01.04.2020,1,1,,200m,450m,NaN,"Amietstrasse 15, 3006 Bern",,bern,26.02.2020,,,,,1,1,,,,500m,1,1,,,,,,,,,,,, +22738662,Wohnung,1830,1650,180,,3,3.Stock,01.03.2020,,,,30m,50m,NaN,"Seidenweg 6, 3012 Bern",13.01.2020,bern,26.02.2020,,1930,,,,,,,,,,,,,,,,,,,,,, +22725944,Wohnung,2900,2375,525,131,4.5,EG,01.05.2020,1,1,,,,NaN,"Le-Corbusier-Platz 11, 3027 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22735651,Wohnung,1970,1800,170,53,1.5,2.Stock,01.04.2020,,1,,,,NaN,"Brunngasse 30, 3011 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +16616241,Wohnung,2190,1990,200,,3,,01.04.2020,1,,,180m,865m,NaN,"Schillingstrasse 23, 3005 Bern",,bern,26.02.2020,,,,,1,,,,2500m,,,,,,,1,,,,,,,, +22727212,Wohnung,1440,1300,140,55,2.5,2.Stock,sofort,,1,,,,NaN,"Mühledorfstrasse 4, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22724110,Wohnung,2040,1850,190,76,3.5,1.Stock,sofort,,,,200m,250m,3,"Elfenauweg 17, 3006 Bern",,bern,26.02.2020,,1954,,,,,,,,,,,,,,,,,,,,,, +15824060,Wohnung,2650,2300,350,,3.5,1.Stock,sofort,1,,1,100m,500m,NaN,"Brunnadernstrasse 12a, 3006 Bern",,bern,26.02.2020,,,,,1,,,,,500m,,,,,,,,,,,,,, +22722271,Wohnung,1140,990,150,,1,1.Stock,01.03.2020,1,1,,,,NaN,"Nydeggstalden 20, 3011 Bern",10.01.2020,bern,26.02.2020,,1974,,,,,,,,,,,,,,,,,,,,,, +22937891,Wohnung,1700,1500,200,,3,,,,,,,,NaN,3014 Bern,10.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22716779,Wohnung,2690,2400,290,93,4.5,1.Stock,sofort,1,1,,,,NaN,"Dalmazirain 26, 3005 Bern",09.01.2020,bern,26.02.2020,,,,,1,,,,,,1,,,,,,,,,,,,, +22722868,Wohnung,2900,2375,525,131,4.5,,,,,,,,NaN,3027 Bern,10.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22713248,Wohnung,1500,,,,2,,nachVereinbarung,,,,,,NaN,3000 Bern BE,09.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22718754,Wohnung,625,,,16,1,2.Stock,nachVereinbarung,,,,,,NaN,"Marzilistrasse 19, 3005 Bern BE",10.01.2020,bern,26.02.2020,,1940,,,,,,,,,,,,,,,,,,,,,, +22723917,Wohnung,1470,1250,220,62,2.5,2.Stock,01.04.2020,,,,,,4,"Bolligenstr. 46C, 3006 Bern",10.01.2020,bern,26.02.2020,,1983,,1,,1,,,,,,,,,,,,,,,,,, +22724285,Maisonette,2910,2650,260,109,4.5,3.Stock,nachVereinbarung,1,1,,200m,200m,NaN,"Sennweg 6, 3012 Bern",10.01.2020,bern,26.02.2020,,1964,,1,1,1,600m,600m,800m,,1,,,,,,1,,,,,,, +22706892,Wohnung,aufAnfrage,,,,1,,nachVereinbarung,,,,,,NaN,3013 Bern BE,08.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22710869,Wohnung,3220,2900,320,117,4.5,1.Stock,,,,,,,NaN,3013 Bern,09.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22706318,Wohnung,1675,1435,240,70,3.5,,nachVereinbarung,1,,,100m,,NaN,"Lombachweg 9, 3006 Bern",,bern,26.02.2020,,,,,1,1,,,,,,,,1,,1,,,,,,,, +22707491,Wohnung,1690,1440,250,61,3,2.Stock,nachVereinbarung,,,,,,NaN,"Sonnenhofweg 11, 3006 Bern",08.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22807828,Wohnung,1450,1200,250,,3.5,,01.03.2020,1,,,270m,330m,NaN,"Holligenstrasse 72, 3008 Bern",,bern,26.02.2020,,1967,,,1,,650m,650m,650m,1000m,,,,,,1,,,,,,,, +22708977,Wohnung,1000,,,,1,2.Stock,sofort,1,,,,,NaN,"Mühlemattstrasse 48, 3007 Bern BE",09.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +10531133,Wohnung,2790,2490,300,114,3.5,1.Stock,01.05.2020,1,,1,100m,100m,NaN,"Jubiläumsstrasse 97, 3005 Bern",,bern,26.02.2020,,,,,1,,,,,,1,,,,,,,,,,,,, +22748881,Wohnung,1790,1640,150,59,3,5.Stock,01.04.2020,,1,,,,NaN,"Mühledorfstrasse 4, 3018 Bern",09.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22835706,Wohnung,2160,1860,300,95,3.5,4.Stock,01.03.2020,,,,,,NaN,"Murtenstrasse 143 F, 3008 Bern",08.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22711254,Wohnung,3220,2900,320,117,4.5,1.Stock,01.04.2020,1,1,,200m,500m,3,"Lorrainestrasse 25, 3013 Bern",09.01.2020,bern,26.02.2020,,2017,,,,,200m,500m,500m,,,,,,,,,,,,,,, +22702206,Wohnung,1700,1550,150,59,3,2.Stock,sofort,,1,,,,NaN,"Mühledorfstrasse 4, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22696103,Wohnung,2198,1998,200,70,2.5,2.Stock,01.04.2020,,,,,,NaN,"Kramgasse 13, 3011 Bern",07.01.2020,bern,26.02.2020,,1900,,,,,,,,,,,,,,,,,,,,,, +22697866,Wohnung,2920,2770,150,130,3.5,4.Stock,01.03.2020,1,,,100m,100m,NaN,"Kramgasse 29, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22707454,Wohnung,2160,1860,300,95,3.5,4.Stock,01.03.2020,,,,,,NaN,"Murtenstrasse 143 F, 3008 Bern",08.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22936928,Wohnung,1350,1220,130,36,1.5,4.Stock,01.04.2020,1,,,50m,50m,NaN,"Flurstrasse 3, 3014 Bern",,bern,26.02.2020,,,,,,,,50m,,200m,,,,,,,,,,,,,, +22697752,Wohnung,1080,880,200,30,1.5,3.Stock,,,,,,,NaN,"Rodtmattstrasse 46, 3014 Bern",07.01.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22697849,Wohnung,1700,1450,250,66,3.5,EG,nachVereinbarung,1,1,,100m,100m,4,"Reiterstrasse 9, 3013 Bern",,bern,26.02.2020,,1990,,1,1,1,,,,,,,,,,,,,,,,,, +22690402,Dachwohnung,2550,2250,300,115,3.5,3.Stock,sofort,1,,,300m,300m,NaN,"Bühlstrasse 25, 3012 Bern",,bern,26.02.2020,,,,,1,,,,,1000m,1,,,,,,,,,,,,, +22824955,Wohnung,650,500,150,,1,1.Stock,nachVereinbarung,1,,,,,NaN,3006 Bern BE,07.01.2020,bern,26.02.2020,,,1,1,1,,,,,,,,1,,,,,,,,,,, +22906085,Wohnung,1390,1230,160,,3,2.Stock,01.04.2020,1,,,100m,100m,NaN,"Frankenstrasse 28, 3018 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,1,,,,,,, +22679898,Wohnung,1880,1580,300,90,4,6.Stock,nachVereinbarung,,,,200m,50m,3,"Obermattstr. 18, 3018 Bern",03.01.2020,bern,26.02.2020,,1970,,1,1,1,500m,269m,3000m,3000m,,,,,,,,,,,,,, +22675401,Wohnung,1590,1390,200,55,2,3.Stock,01.03.2020,1,,,,,NaN,"Tscharnerstrasse 38, 3007 Bern BE",03.01.2020,bern,26.02.2020,,,,1,1,,,,,,,,,,,,,,,,,,, +22685481,Wohnung,1700,1500,200,85,3.5,,nachVereinbarung,,,,,,4,3014 Bern BE,06.01.2020,bern,26.02.2020,,1965,1,,,,,,,,,,,,,,,,,,,,, +22654425,Wohnung,3480,3080,400,115,4.5,6.Stock,,,,,,,NaN,3013 Bern,04.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,1,, +22917114,Dachwohnung,2450,,,105,3.5,2.Stock,01.03.2020,1,,,250m,250m,NaN,"Rabbentalstrasse 51, 3013 Bern",,bern,26.02.2020,,,,,1,1,250m,350m,,1500m,,,,,,,,,,,,,, +22688757,Wohnung,1350,1100,250,55,2,EG,01.03.2020,,1,,30m,400m,4,"Ostring 10, 3006 Bern",,bern,26.02.2020,,1946,,,,,,,,,,,,,,,,,,,,,, +22656456,Wohnung,5,,,,2,,nachVereinbarung,,,,,,NaN,3013 Bern BE,06.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22673675,Wohnung,850,,,,1,3.Stock,nachVereinbarung,1,,,,,NaN,3027 Bern BE,02.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22464483,Wohnung,2390,2290,100,70,3.5,,sofort,1,1,,210m,10m,NaN,"Waffenweg 10/12, 3014 Bern",,bern,26.02.2020,,,,1,,,190m,470m,,,,1,,,,,,,,,,,, +22679222,Wohnung,930,760,170,28,1,1.Stock,sofort,,1,,,,3,"Eigerstrasse 78, 3007 Bern",03.01.2020,bern,26.02.2020,,1956,,1,,,,,,,,,,,,,,,,,,,, +22669668,Wohnung,615,600,15,20,1,6.Stock,nachVereinbarung,1,1,,,,NaN,3014 Bern BE,31.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22660694,Wohnung,850,650,200,,1,EG,sofort,,,,,,NaN,"Bümplizstrasse 42, 3027 Bern",28.12.2019,bern,26.02.2020,,,,,,1,,,,,,,,,,,,,,,,,, +22921052,Wohnung,1240,1020,220,,2.5,3.Stock,01.04.2020,1,,,,,NaN,"Bümplizstrasse 42, 3027 Bern",31.12.2019,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22646355,Wohnung,2500,2220,280,,,,01.07.2020,1,1,,230m,600m,NaN,"Spitalackerstrasse 23, 3013 Bern",,bern,26.02.2020,,,,,,1,120m,300m,,,,,,,,,1,,,,,,, +22777264,Wohnung,1350,,,,2.5,,nachVereinbarung,,,,,,NaN,3008 Bern BE,24.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22673571,Wohnung,628,,,,1,3.Stock,nachVereinbarung,1,,,,,NaN,"Effingerstrasse, 3008 Bern BE",02.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22658197,Wohnung,1440,1290,150,47,2,EG,15.04.2020,1,,,100m,300m,3,"Greyerzstrasse 93, 3013 Bern",,bern,26.02.2020,,1936,,,,,,,,,,,,,,,,,,,,,, +22641154,Wohnung,1700,,,48,1.5,5.Stock,nachVereinbarung,1,1,,,,2,3012 Bern BE,23.12.2019,bern,26.02.2020,,2017,,,,,,,,,1,,,,,,,,,,,,, +22670104,Wohnung,1900,,,,3.5,,nachVereinbarung,,,,,,NaN,3012 Bern BE,31.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22634101,Wohnung,1690,1420,270,,2.5,,sofort,1,,,340m,980m,NaN,"Elfenauweg 7, 3006 Bern",,bern,26.02.2020,,,,,,,1980m,170m,,,,,,,,1,,,,,,,, +22630891,Wohnung,1250,1120,130,40,1,5.Stock,01.04.2020,1,1,1,,,NaN,"Schwarztorstrasse 25, 3007 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22930239,Wohnung,1420,1250,170,55,2,,sofort,1,1,1,100m,100m,NaN,"Mittelstrasse 66, 3012 Bern",,bern,26.02.2020,,,,,1,,250m,250m,250m,,,,,,,1,,,,,,,, +22631450,Wohnung,1860,1650,210,70,3,Untergeschoss,sofort,1,1,,290m,290m,3,"Schönburgstrasse 56, 3013 Bern",,bern,26.02.2020,,1960,,,,,340m,670m,,,,,,,,,,,,,,,, +22630543,Wohnung,880,700,180,31,1,5.Stock,01.03.2020,1,1,,200m,200m,NaN,"Giacomettistrasse 6, 3006 Bern",20.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22629120,Wohnung,,,130,29,1,3.Stock,sofort,,,,,,NaN,"Friedheimweg 20, 3007 Bern BE",20.12.2019,bern,26.02.2020,,,,1,1,,,,,,,,,,,,,,,,,,850,720 +22627730,Wohnung,1520,1290,230,73,3,10.Stock,01.03.2020,,1,,750m,600m,4,"Holligenstrasse 121, 3008 Bern",19.12.2019,bern,26.02.2020,,1961,,1,,,900m,,,1200m,,,,,,,,,,,,,, +22626059,Wohnung,1420,1250,170,50,,,01.04.2020,1,1,,100m,250m,NaN,"Mittelstrasse 66, 3012 Bern",19.12.2019,bern,26.02.2020,,,1,,1,1,100m,100m,250m,,,,,,,,,,,,,,, +22629805,Wohnung,2130,1950,180,66,2.5,EG,sofort,1,1,,200m,900m,3,"Hostettlerweg 4, 3006 Bern",20.12.2019,bern,26.02.2020,,2016,,1,,1,140m,140m,140m,900m,1,,,,,,,,,,,,, +22634099,Wohnung,1895,1720,175,,2,4.Stock,01.05.2020,,1,,,,NaN,"Postgasse 18, 3011 Bern",20.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22629804,Wohnung,2820,2550,270,98,3.5,1.Stock,sofort,1,1,,200m,900m,3,"Hostettlerweg 4, 3006 Bern",20.12.2019,bern,26.02.2020,,2016,,1,,1,140m,140m,140m,900m,1,,,,,,,,,,,,, +22848197,Wohnung,3155,2890,265,,3.5,4.Stock,nachVereinbarung,1,1,,120m,10m,NaN,"Moserstrasse 33, 3014 Bern",,bern,26.02.2020,90,2019,,,1,1,620m,390m,,2000m,1,,,,,,1,,,,,,, +22621887,Wohnung,990,840,150,,1,3.Stock,sofort,,1,,50m,100m,NaN,"Belpstrasse 45, 3007 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22586867,Wohnung,2450,,,124,3.5,3.Stock,nachVereinbarung,1,1,,,,NaN,"Stöckackerstrasse 102, 3018 Bern BE",12.12.2019,bern,26.02.2020,,,,,1,,,,,,1,1,,,,,,,,,,,, +22394497,Wohnung,1690,1450,240,63,3,2.Stock,nachVereinbarung,,1,,,,NaN,"Monbijoustrasse 114, 3007 Bern",17.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22624636,Wohnung,1540,1350,190,59,2.5,4.Stock,01.04.2020,,,,,,3,"Gutenbergstr. 39, 3011 Bern",19.12.2019,bern,26.02.2020,,1934,,1,,,,225m,,,,,,,,,,,,,,,, +22716586,Wohnung,1700,1450,250,72,3.5,1.Stock,sofort,1,1,,480m,530m,NaN,"Holenackerstrasse 7, 3027 Bern",,bern,26.02.2020,,,,,,,260m,770m,,,1,,,,,,,,,,,,, +22789961,Wohnung,1460,1250,210,60,3,3.Stock,sofort,1,,,220m,330m,3,"Waldmannstrasse 7, 3027 Bern",,bern,26.02.2020,,1962,,,1,1,180m,190m,,,,,,,,,,,,,,,, +22583828,Wohnung,1365,1175,190,51,2.5,5.Stock,sofort,,1,,30m,30m,4,"Brunnmattstrasse 20 A, 3007 Bern",,bern,26.02.2020,,1974,,,,,,,,,,,,,,,,,,,,,, +22485331,Wohnung,550,,,,4,,nachVereinbarung,,,,,,NaN,3013 Bern BE,27.01.2020,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22604923,Wohnung,2650,2450,200,98,4,1.Stock,01.03.2020,1,,,,,NaN,"Primelweg 1, 3004 Bern",,bern,26.02.2020,112,,,1,1,1,,,,,,,,,92m³,,,,,,,,, +22919678,Wohnung,1550,1350,200,71,2.5,1.Stock,sofort,1,,,,,NaN,"Stapfenackerstrasse 50, 3018 Bern",11.12.2019,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22571175,Attika,3850,3330,520,155,5.5,4.Stock,01.03.2020,1,1,,100m,100m,NaN,"Frohbergweg 7, 3012 Bern",,bern,26.02.2020,,,,1,1,1,,,,,1,,,1,,,,,,,,,, +22578189,Wohnung,2870,2490,380,,2,1.Stock,sofort,1,1,,,,NaN,"Junkerngasse 16, 3011 Bern",11.12.2019,bern,26.02.2020,,,,,,,,,,,1,,,,,,,,,,,,, +22570932,Wohnung,1330,1190,140,45,2,3.Stock,01.03.2020,,,,,,3,"Buristr. 6, 3006 Bern",10.12.2019,bern,26.02.2020,,1967,,1,1,,,,,,,,,,,,,,,,,,, +22579121,Dachwohnung,3060,2680,380,,2,4.Stock,sofort,,1,,,,NaN,"Junkerngasse 16, 3011 Bern",11.12.2019,bern,26.02.2020,,,,,,,,,,,1,,,,,,,,,,,,, +23025899,Maisonette,2175,1900,275,100,3,,nachVereinbarung,,,,,,NaN,3014 Bern,11.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22568524,Wohnung,1540,1300,240,,3.5,EG,,1,,,,,NaN,"Eigerstrasse 6, 3007 Bern",09.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22575321,Wohnung,1555,1285,270,73,3.5,4.Stock,01.03.2020,,,,,,4,"Spitalackerstrasse 20 a, 3013 Bern",,bern,26.02.2020,,1966,,,,,,,,,,,,,,,,,,,,,, +22193572,Wohnung,3050,2850,200,140,4.5,1.Stock,15.07.2020,1,,1,,,NaN,"Muristrasse 7, 3006 Bern",09.12.2019,bern,26.02.2020,,,1,1,1,,,,,,,,,,,,,,,,,,, +22570265,Wohnung,2800,2500,300,110,4.5,2.Stock,nachVereinbarung,1,,,,,NaN,"Seminarstrasse 11, 3006 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22979611,Wohnung,3850,3500,350,145,5,3.Stock,01.04.2020,1,1,,,,NaN,"Dufourstrasse 23, 3005 Bern",,bern,26.02.2020,,,,1,1,,,,,,,1,,,,,1,,,,,,, +23018296,Wohnung,2690,2300,390,143,3,4.Stock,15.03.2020,,,,,,4,"Kramgasse 9, 3011 Bern",06.12.2019,bern,26.02.2020,,1900,,,,,,,,,,,,,,,,,,,,,, +23025182,Wohnung,300,,,,1,,nachVereinbarung,,,,,,NaN,3011 Bern BE,09.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22856274,Wohnung,2350,2100,250,84,2.5,4.Stock,nachVereinbarung,1,1,,120m,80m,NaN,"Dufourstrasse 23, 3005 Bern",,bern,26.02.2020,,,,1,1,,920m,,,,,,,,,,,,,,,,, +22543224,Wohnung,2800,2500,300,134,6,2.Stock,nachVereinbarung,1,1,,,,NaN,"Morillonstrasse 16, 3007 Bern",05.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22535127,Wohnung,2295,2025,270,103,3.5,3.Stock,01.04.2020,,,,,,5,"Weltpoststrasse 8b, 3015 Bern",,bern,26.02.2020,,2012,,,,,,,,,,,,,253m³,,,,,,,,, +22548756,Attika,2790,2600,190,85,3.5,3.Stock,sofort,,,,200m,800m,NaN,"Gryphenhübeliweg 28, 3006 Bern",,bern,26.02.2020,,1953,,,,,,,,,,,,,,,,,,,,,, +22549464,Wohnung,1740,1520,220,70,3,1.Stock,01.03.2020,1,,,50m,400m,3,"Reiterstrasse 17, 3013 Bern",05.12.2019,bern,26.02.2020,,1949,,,,,,,,,,,,,,,,,,,,,, +22562918,Wohnung,1200,,,25,1.5,,01.03.2020,,,,,,NaN,3014 Bern,09.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22542085,Wohnung,2800,2500,300,134,6,2.Stock,,,,,,,NaN,3007 Bern,05.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22940495,Wohnung,1570,1320,250,,3,EG,sofort,1,,,60m,150m,NaN,"Güterstrasse 14, 3008 Bern",01.12.2019,bern,26.02.2020,,,,1,1,1,,,,400m,1,,,,,,,,,,,,, +22716577,Wohnung,1450,1250,200,50,2.5,,01.03.2020,1,,,100m,500m,3,"Wylerfeldstrasse 36, 3014 Bern",,bern,26.02.2020,,1946,,,,,,,,,,,,,,1,,,,,,,, +22528880,Wohnung,3870,3500,370,151,5.5,2.Stock,sofort,1,1,,450m,,NaN,"Wildhainweg 7, 3012 Bern",03.12.2019,bern,26.02.2020,,2005,1,,1,1,,,,1300m,1,,,,,,,,,,,,, +22517122,Wohnung,1930,1630,300,,3.5,3.Stock,sofort,1,1,1,100m,100m,NaN,"Schönburgstrasse 58, 3013 Bern",,bern,26.02.2020,,,,,1,,,,,1000m,1,,,,,,,,,,,,, +22879575,Wohnung,1150,1000,150,49,2,2.Stock,sofort,,,,,,NaN,"Freiburgstrasse 431, 3018 Bern",03.12.2019,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22535394,Wohnung,765,,,14,1,2.Stock,nachVereinbarung,1,1,,,,NaN,"Bethlehemstrasse 171, 3018 Bern BE",04.12.2019,bern,26.02.2020,,,,,,,,,,,1,,1,,,,,,,,,,, +22539051,Wohnung,1935,1685,250,78,3.5,1.Stock,sofort,1,1,,,,NaN,"Billeweg 24, 3027 Bern",04.12.2019,bern,26.02.2020,,,,1,1,,,,,,1,,1,,,,,,,,,,, +22519198,Wohnung,aufAnfrage,,,260,4,1.Stock,sofort,,,1,420m,610m,NaN,"Junkerngasse, 3011 Bern",,bern,26.02.2020,260,,,,,,3560m,,,,,,,1,,,,,,,,,, +23018297,Wohnung,1370,1180,190,,2.5,2.Stock,,,,,,,NaN,"Brunngasse 19, 3011 Bern",04.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22881998,Wohnung,1450,1250,200,77,3.5,1.Stock,nachVereinbarung,1,,,,,NaN,"Freiburgstrasse 431, 3018 Bern",03.12.2019,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22505369,Dachwohnung,1650,1450,200,,2.5,5.Stock,sofort,,,1,5m,20m,NaN,"Länggassstrasse 32A, 3012 Bern",,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22562773,Wohnung,1620,1490,130,50,2,EG,01.03.2020,,,,50m,100m,NaN,"Sonnenhofweg 7, 3006 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22919654,Wohnung,1500,1200,300,,3.5,1.Stock,sofort,1,,,,,NaN,"Libellenweg 5, 3006 Bern",25.11.2019,bern,26.02.2020,,,1,,1,,,,,,,,,,,,,,,,,,, +22121564,Wohnung,1990,1720,270,75,3.5,4.Stock,sofort,,1,,,,NaN,"Breitenrainstrasse 27, 3013 Bern",,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22852017,Dachwohnung,1780,1500,280,65,3,2.Stock,nachVereinbarung,1,,,,,NaN,3007 Bern,25.11.2019,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22500114,Wohnung,2100,1900,200,77,3.5,2.Stock,01.03.2020,1,,,,,NaN,"Morillonstrasse 4, 3007 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22513324,Wohnung,1450,,,75,3.5,,01.03.2020,,,,,,NaN,"Schenkstrasse 57, 3008 Bern",01.12.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23024695,Wohnung,750,,,,1,,nachVereinbarung,,,,,,NaN,3014 Bern BE,29.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22486129,Wohnung,1380,1200,180,50,,5.Stock,01.03.2020,1,1,,570m,250m,NaN,"Gotenstrasse 21, 3018 Bern",,bern,26.02.2020,,,,,,,310m,1040m,,,,,,,,,,,,,,,, +22487418,Wohnung,1840,1640,200,85,3.5,2.Stock,nachVereinbarung,1,,1,330m,1290m,NaN,"Segantinistrasse 20, 3006 Bern",,bern,26.02.2020,,,,,,,120m,300m,,,,,,,,,,,,,,,, +22456492,Wohnung,840,740,100,27,1,2.Stock,sofort,1,,,100m,200m,4,"Sonnenhofweg 12, 3006 Bern",,bern,26.02.2020,,1952,,,,,,,,,,,,,,,,,,,,,, +22458297,Wohnung,2470,2200,270,84,3.5,EG,sofort,,,,100m,300m,NaN,"Cäcilienstrasse 14, 3007 Bern",21.11.2019,bern,26.02.2020,,1916,,,,,500m,300m,300m,,,,,,,,,,,,,,, +22778088,Wohnung,2450,2200,250,120,3,3.Stock,sofort,,,,,,NaN,"Gerechtigkeitsgasse 77, 3011 Bern",15.11.2019,bern,26.02.2020,,,,,,,,,,,,,,1,,,,,,,,,, +22412628,Wohnung,2600,2400,200,112,4,EG,,,1,,,,NaN,"Gutenbergstrasse 27, 3011 Bern",14.11.2019,bern,26.02.2020,112,,1,,1,,,,,,,,,,,,,,,,,,, +22461911,Wohnung,4550,4050,500,170,7,1.Stock,nachVereinbarung,,1,,,,NaN,"Bernastrasse 57, 3005 Bern",22.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22535492,Wohnung,2100,1900,200,70,3,3.Stock,nachVereinbarung,,,,,,2,"Jubiläumsstrasse 54, 3005 Bern BE",21.11.2019,bern,26.02.2020,,1934,,,1,,,,,,,,,,,,,,,,,,, +22412060,Wohnung,2350,2050,300,,4.5,2.Stock,sofort,1,,1,,250m,NaN,"Scharnachtalstrasse 12, 3006 Bern",,bern,26.02.2020,,,,,,,,300m,,,,,,1,,,,,,,,,, +22709261,Wohnung,1620,1400,220,,3,2.Stock,01.03.2020,1,1,,,,NaN,"Bottigenstrasse 22, 3018 Bern",20.11.2019,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22716581,Wohnung,1840,1640,200,83,3,8.Stock,sofort,1,1,,50m,50m,NaN,"Winkelriedstrasse 7, 3014 Bern",,bern,26.02.2020,,,,,,,100m,100m,250m,,1,,1,,,,,,,,,,, +22801397,Wohnung,40,,,,1,,nachVereinbarung,,,,,,NaN,3014 Bern BE,19.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22409350,Wohnung,2985,2700,285,,4,1.Stock,nachVereinbarung,1,1,,120m,10m,NaN,"Moserstrasse 33, 3014 Bern",,bern,26.02.2020,99,2019,,,1,1,620m,390m,,,1,1,,,,,1,,,,,,, +22440482,Maisonette,1530,1340,190,,2.5,4.Stock,sofort,,,,,,NaN,"Breitenrainstrasse 15, 3013 Bern",06.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22371514,Wohnung,1440,1250,190,,3,2.Stock,sofort,1,,,210m,30m,NaN,"Brünnenstrasse 105, 3018 Bern",,bern,26.02.2020,,,,,,,280m,610m,,,,,,,,,,,,,,,, +22696121,Wohnung,1500,1350,150,60,2.5,4.Stock,nachVereinbarung,,,,,,NaN,"Thunstrasse 93, 3006 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22783178,Dachwohnung,3890,3540,350,120,5,3.Stock,sofort,1,,,100m,250m,NaN,"Diesbachstrasse 10, 3012 Bern",13.11.2019,bern,26.02.2020,,1906,,,1,,,,,500m,,,,,,,,,,,,,, +22387120,Wohnung,1390,1190,200,54,3,3.Stock,sofort,,,,,,NaN,"Untermattweg 76, 3027 Bern",15.01.2020,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22410815,Wohnung,1515,1315,200,60,3.5,3.Stock,sofort,1,,,100m,100m,4,"Egelgasse 70 / 70a, 3006 Bern",,bern,26.02.2020,,1961,,,,,,,,,,,,,,,,,,,,,, +22568122,Wohnung,1500,1300,200,,2.5,1.Stock,sofort,1,,,300m,700m,NaN,"Stapfenackerstrasse 50, 3018 Bern",11.12.2019,bern,26.02.2020,,,,,1,,,200m,,,1,,,,,,,,,,,,, +22413228,Wohnung,2950,2650,300,105,4.5,EG,sofort,,,,100m,300m,NaN,"Cäcilienstrasse 14, 3007 Bern",14.11.2019,bern,26.02.2020,,1916,,,,,500m,300m,300m,,,,,,,,,,,,,,, +22866995,Wohnung,1700,,,,3,,nachVereinbarung,,,,,,NaN,3007 Bern BE,14.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22349596,Wohnung,1390,1190,200,,3,4.Stock,sofort,1,,,100m,100m,NaN,"Schlossstrasse 125, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22353841,Wohnung,1470,1340,130,51,2.5,5.Stock,sofort,,,,,,NaN,"Mühledorfstrasse 2A, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22848026,Wohnung,1350,1150,200,,2.5,2.Stock,sofort,1,1,,,500m,NaN,"Bahnhöheweg 36, 3018 Bern",,bern,26.02.2020,,,1,,1,,,,,,1,,,,,,,,,,,,, +22328581,Wohnung,1535,1300,235,61,3,7.Stock,sofort,,,,200m,50m,3,"Obermattstr. 16, 3018 Bern",01.11.2019,bern,26.02.2020,,1970,,1,1,1,500m,269m,3000m,3000m,,,,,,,,,,,,,, +22334029,Wohnung,1870,1610,260,71,2.5,1.Stock,sofort,1,1,,,,NaN,"Le-Corbusier-Platz 10, 3027 Bern",01.11.2019,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +22328369,Wohnung,1550,1290,260,,3.5,2.Stock,sofort,1,,,,,NaN,"Mädergutstrasse 79, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22578963,Wohnung,600,,,,1,,nachVereinbarung,,,,,,NaN,3007 Bern BE,06.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22346226,Wohnung,2710,2400,310,130,4.5,2.Stock,nachVereinbarung,1,,,,,4,"Muristrasse 59, 3006 Bern",,bern,26.02.2020,,1935,,1,1,,,,,,,,,,,,,,,,,,, +22722696,Wohnung,1510,1290,220,75,3,5.Stock,sofort,,1,1,100m,100m,NaN,"Ostring 14, 3006 Bern",,bern,26.02.2020,,,,1,,1,100m,200m,,250m,,,,,,,,,,,,,, +22610220,Wohnung,1490,1310,180,55,2.5,3.Stock,nachVereinbarung,1,1,,200m,400m,4,"Riedbachstrasse 77, 3027 Bern",04.11.2019,bern,26.02.2020,,2017,1,,1,,750m,750m,,600m,1,1,,,,,1,,,,,,, +22326622,Wohnung,1550,1290,260,,3.5,2.Stock,,,,,,,NaN,3018 Bern,01.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22328345,Wohnung,1780,1470,310,92,4.5,5.Stock,01.05.2020,1,1,,,,NaN,"Holenackerstrasse 11, 3027 Bern",01.11.2019,bern,26.02.2020,,,,1,1,1,,,,,,,,,,,,,,,,,, +22107205,Wohnung,1700,,,60,3,2.Stock,,,,,,,NaN,3006 Bern,31.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22301091,Wohnung,1675,1425,250,74,3.5,EG,nachVereinbarung,1,1,,130m,75m,4,"Giacomettistrasse 27, 27b, 3006 Bern",28.10.2019,bern,26.02.2020,,1956,,1,1,,950m,1000m,700m,,1,,,,,,,,,,,,, +22961200,Wohnung,1700,1500,200,,2.5,4.Stock,01.05.2020,1,,,,,NaN,"Attinghausenstrasse 11, 3014 Bern",01.11.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22325244,Attika,2445,2180,265,102,4.5,4.Stock,nachVereinbarung,,,,500m,,3,"Hüsliackerstrasse 15, 3018 Bern",,bern,26.02.2020,,2009,,,,,,,,500m,,,,,,,,,,,,,, +22304574,Wohnung,1210,990,220,,2.5,4.Stock,sofort,1,,,,,NaN,"Looslistrasse 54, 3027 Bern",29.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22716579,Wohnung,1400,1200,200,61,2.5,1.Stock,sofort,1,,,270m,550m,NaN,"Wangenstrasse 43c, 3018 Bern",,bern,26.02.2020,,,,,,,1340m,930m,,,1,,,,,,,,,,,,, +22325850,Dachwohnung,1990,1710,280,90,3,,sofort,,1,,,,NaN,"Nydeggstalden 10, 3011 Bern",15.01.2020,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22974344,Dachwohnung,2800,2500,300,88,3.5,2.Stock,sofort,1,,,240m,220m,2,"Breitfeldstrasse 41, 3014 Bern",,bern,26.02.2020,,2019,,,,,400m,290m,,,,,,,,,1,,,,,,, +22535293,Dachwohnung,2690,2450,240,115,4,3.Stock,nachVereinbarung,,,1,,,NaN,"Rathausgasse 48, 3011 Bern",25.10.2019,bern,26.02.2020,,1470,,,1,,,,,,,,,1,,,,,,,,,, +22325049,Wohnung,1700,1500,200,,2.5,4.Stock,,,,,,,NaN,3014 Bern,15.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22245660,Maisonette,2870,2650,220,133,2.5,,01.04.2020,,,,,,NaN,"Länggassstrasse 10, 3012 Bern",18.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22813817,Wohnung,2180,1910,270,,4,3.Stock,sofort,1,1,,,,NaN,"Buristrasse 18, 3006 Bern",,bern,26.02.2020,,,,1,1,1,,,,,1,,,,,,,,,,,,, +22278582,Wohnung,2208,1958,250,85,3.5,2.Stock,sofort,1,1,,100m,500m,4,"Rüfenachtweg 6, 3006 Bern",,bern,26.02.2020,,2014,,,,1,,,,500m,1,,1,,,,,,,,,,, +22223188,Maisonette,3215,2915,300,110,4.5,,sofort,1,,,,,NaN,"Bitziusstrasse 51, 3006 Bern",,bern,26.02.2020,,,1,,,,,,,,,,,,,,,,,,,,, +22174564,Dachwohnung,2870,2570,300,,5.5,2.Stock,sofort,,,,100m,100m,NaN,"Mülinenstrasse, 3006 Bern",,bern,26.02.2020,,,,,1,,,,,,,1,,1,,,,,,,,,, +22716587,Wohnung,1400,1200,200,61,2.5,1.Stock,sofort,1,,,290m,570m,NaN,"Wangenstrasse 41b, 3018 Bern",,bern,26.02.2020,,,,,,,1000m,960m,,,1,,,,,,,,,,,,, +22289612,Wohnung,1590,1390,200,57,2,5.Stock,sofort,,,,,,NaN,"Winkelriedstrasse 48, 3014 Bern",26.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22282206,Wohnung,2595,2395,200,70,,3.Stock,,,,,,,NaN,3011 Bern,25.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22165824,Wohnung,2260,1900,360,105,4.5,13.Stock,sofort,1,1,,,,NaN,"Bahnstrasse 99 Miete, 3008 Bern BE",07.10.2019,bern,26.02.2020,,,,1,1,1,,,,,,,,,,,,,,,,,, +22113363,Wohnung,3850,3500,350,180,5.5,,sofort,,1,,200m,100m,3,"Morellweg 6, 3007 Bern",27.09.2019,bern,26.02.2020,,1906,,,,,,,,,,,,,,,,,,,,,, +22162875,Wohnung,3200,,,120,4.5,,sofort,,,,,,NaN,"Amselweg 19, 3012 Bern",06.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22174663,Wohnung,1360,1140,220,58,2,1.Stock,nachVereinbarung,1,,1,30m,50m,4,"Ostring 77, 3006 Bern",08.10.2019,bern,26.02.2020,,1945,,1,1,,650m,500m,500m,,,,,,,,,,,,,,, +22704023,Dachwohnung,270,,,,1,,nachVereinbarung,,,,,,NaN,3012 Bern BE,27.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +23024429,Wohnung,1990,,,80,2.5,,01.05.2020,,,,,,NaN,"Funkerstrasse 25, 3013 Bern",03.10.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22166496,Wohnung,2260,1900,360,105,4.5,13.Stock,sofort,1,1,,,,NaN,"Bahnstrasse 99 Miete, 3008 Bern",07.10.2019,bern,26.02.2020,,,,1,1,1,,,,,,,,,,,,,,,,,, +22102056,Loft,3000,2600,400,178,2,2.Stock,sofort,1,1,,350m,630m,NaN,"Winterholzstrasse 55, 3018 Bern",,bern,26.02.2020,194,,,1,1,,460m,340m,,1800m,1,1,,,,,1,,,,,,, +22169278,Wohnung,1975,1630,345,89,4.5,9.Stock,nachVereinbarung,,,,200m,50m,3,"Obermattstr. 16, 3018 Bern",07.10.2019,bern,26.02.2020,,1970,,1,1,1,500m,269m,3000m,3000m,,,,,,,,,,,,,, +22282746,Wohnung,2950,2650,300,103,4,2.Stock,sofort,1,1,1,100m,100m,NaN,"Waaghausgasse 5, 3011 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,,,,,,,,, +22075997,Wohnung,1210,980,230,,2.5,4.Stock,01.03.2020,,,,,,NaN,"Looslistrasse 50, 3027 Bern",23.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22690489,Wohnung,2040,1900,140,,2,2.Stock,sofort,1,,1,190m,3270m,NaN,"Kramgasse 39, 3011 Bern",,bern,26.02.2020,,1700,,,,,3840m,,,,,,,,,,,,,,,,, +22434945,Wohnung,1730,1350,380,,2.5,,nachVereinbarung,1,,1,20m,650m,NaN,"Ostring 36/ 38, 3006 Bern",,bern,26.02.2020,,,,,1,1,840m,840m,,40m,,,,,,,,,,,,,, +22051276,Wohnung,2340,2010,330,117,1,EG,sofort,,1,,,,NaN,"Hardeggerstrasse 12, 3008 Bern",,bern,26.02.2020,,,,,,,,,,,,1,,,,,,,,,,,, +22938265,Studio,855,830,25,17,1,2.Stock,01.04.2020,,,1,250m,500m,NaN,"Rathausgasse 45, 3011 Bern",,bern,26.02.2020,,,,1,,,500m,500m,500m,,,,,,,,,,,,,,, +22839517,Wohnung,2400,,,100,4.5,,sofort,,,,,,NaN,"Billeweg 8, 3027 Bern",23.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22093542,Wohnung,1645,1380,265,69,3.5,2.Stock,sofort,1,1,,,,4,"Obere Zollgasse 92, 3006 Bern",25.09.2019,bern,26.02.2020,,1973,,,,,,,,,,,,,,,,,,,,,, +22091417,Wohnung,1645,1380,265,69,3.5,2.Stock,,,,,,,NaN,3006 Bern,25.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22048431,Wohnung,2340,2010,330,117,1,,,,,,,,NaN,3008 Bern,18.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22075998,Wohnung,1290,1060,230,,3.5,1.Stock,sofort,,,,,,NaN,"Looslistrasse 50, 3027 Bern",23.09.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +21831302,Wohnung,1960,1780,180,70,2.5,,01.04.2020,1,1,,300m,300m,4,"Weltpoststrasse 1A, 3015 Bern",15.08.2019,bern,26.02.2020,,2020,,1,,,600m,700m,700m,1000m,1,1,1,,,1,1,,,,,,, +22021641,Wohnung,2000,1720,280,89,4.5,13.Stock,nachVereinbarung,,,,200m,50m,3,"Obermattstr. 16, 3018 Bern",13.09.2019,bern,26.02.2020,,1970,,1,1,1,500m,269m,3000m,3000m,,,,,,,,,,,,,, +20460607,Maisonette,2990,2760,230,130,4.5,4.Stock,nachVereinbarung,,,,,,3,"Lorrainestrasse 8a, 3013 Bern",11.09.2019,bern,26.02.2020,,1895,,,,,,,,,,,,,,,,,,,,,, +22716594,Wohnung,1430,1230,200,62,2.5,1.Stock,sofort,1,,,100m,380m,NaN,"Wangenstrasse 49, 3018 Bern",,bern,26.02.2020,,,,,,,1180m,770m,,500m,1,,,,,,,,,,,,, +22925669,Wohnung,1530,1350,180,71,3,1.Stock,16.05.2020,1,,,30m,100m,NaN,"Laubeggstrasse 139, 3006 Bern",,bern,26.02.2020,,,,,,,950m,950m,,,,,,,,,,,,,,,, +21822678,Wohnung,4450,4180,270,123,4.5,5.Stock,01.04.2020,1,1,,300m,300m,NaN,"Weltpoststrasse 1, 3015 Bern",14.08.2019,bern,26.02.2020,,2020,,1,,,600m,700m,700m,1000m,1,1,1,,,,1,,,,,,, +20823056,Dachwohnung,1945,1750,195,75,3,,sofort,,,,,,NaN,"Brunngasse 50, 3011 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22234055,Wohnung,1490,1310,180,,3,,sofort,1,,,100m,100m,NaN,"Laubeggstrasse 139, 3006 Bern",,bern,26.02.2020,,,,,1,,,,,,,,,,,1,,,,,,,, +21822676,Wohnung,3890,3520,370,147,5.5,,01.04.2020,1,1,,300m,300m,4,"Weltpoststrasse 1B, 3015 Bern",14.08.2019,bern,26.02.2020,,2020,,1,,1,600m,700m,700m,1000m,1,1,1,,,1,1,,,,,,, +21988062,Dachwohnung,2400,1980,420,65,2,4.Stock,sofort,,1,,300m,50m,NaN,"Zeughausgasse 27, Wohnungen, 3011 Bern",09.09.2019,bern,26.02.2020,,1927,,,1,,1000m,2800m,2800m,,,,,,,,,,,,,,, +22965465,Dachwohnung,250,220,30,,1,4.Stock,01.05.2020,,,1,1m,100m,NaN,"Morillonstrasse 6, 3007 Bern",13.08.2019,bern,26.02.2020,,1932,,,,,250m,250m,250m,,,,,,,,,,,,,,, +21728072,Wohnung,2480,2080,400,116,3.5,1.Stock,sofort,1,1,,,,NaN,"Le-Corbusier-Platz 12, 3027 Bern",29.07.2019,bern,26.02.2020,,,,,1,1,,,,,,,,,,,,,,,,,, +21822674,Wohnung,2930,2660,270,105,4.5,1.Stock,01.04.2020,1,1,,300m,300m,4,"Weltpoststrasse 1A, 3015 Bern",14.08.2019,bern,26.02.2020,,2020,,1,,1,600m,700m,700m,1000m,1,1,1,,,,1,,,,,,, +21786260,Wohnung,1760,1550,210,,3,,sofort,1,,,,,NaN,"Heckenweg 41, 3007 Bern",08.08.2019,bern,26.02.2020,,1960,,,,,,,,,,,,,,,,,,,,,, +22984740,Wohnung,2540,2290,250,68,2.5,1.Stock,sofort,1,,,,,NaN,"Weststrasse 26, 3005 Bern",,bern,26.02.2020,75,1995,,,,,,,,,,,,,,,,,,,,,, +21480256,Wohnung,1804,1524,280,90,3,3.Stock,nachVereinbarung,,,,,,NaN,"Bolligenstrasse 46 A, 3006 Bern",20.06.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +22716595,Wohnung,1420,1250,170,53,2.5,2.Stock,sofort,1,,,150m,140m,3,"Wylerfeldstrasse 38, 3014 Bern",,bern,26.02.2020,,1946,,,,,130m,240m,,,,,,,,,,,,,,,, +21288148,Wohnung,2750,2500,250,85,2.5,4.Stock,sofort,,,,,,NaN,"Rathausgasse 68, 3011 Bern",02.07.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +21805866,Wohnung,1810,1640,170,64,2.5,,sofort,1,1,,300m,300m,4,"Weltpoststrasse 3A, 3015 Bern",12.08.2019,bern,26.02.2020,,2019,,1,,,600m,700m,700m,1000m,1,1,1,,,1,1,,,,,,, +21717612,Wohnung,1310,1130,180,41,2,,sofort,1,,,,,NaN,"Bethlehemstrasse 128, 3018 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +21373623,Loft,2190,1950,240,98,2,Untergeschoss,nachVereinbarung,,,,,,NaN,"Mühlemattstrasse 55, 3007 Bern",,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +21867110,Wohnung,1925,1600,325,87,3.5,1.Stock,sofort,1,1,,,,4,3027 Bern BE,13.03.2019,bern,26.02.2020,,2008,1,1,1,,,,,,,1,,,,,,,,,,,, +22174563,Wohnung,1450,1290,160,,2.5,2.Stock,sofort,1,,,100m,100m,NaN,"Zelgstrasse 29, 3027 Bern",14.03.2019,bern,26.02.2020,,,,,,,,,,500m,,,,,,,,,,,,,, +22919634,Wohnung,2750,2450,300,144,1,EG,nachVereinbarung,1,1,,,,NaN,"Winterholzstrasse 57, 3018 Bern",03.05.2019,bern,26.02.2020,,,1,,1,,,,,,,1,,,,,,,,,,,, +22749461,Wohnung,2490,2190,300,,4,3.Stock,sofort,,1,,50m,50m,NaN,"Aegertenstrasse 53, 3005 Bern",,bern,26.02.2020,,,,,,,,,,2000m,,,,,,,,,,,,,, +21480203,Wohnung,1804,1524,280,90,3,3.Stock,,,,,,,NaN,3006 Bern,20.06.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, +21056128,Wohnung,1150,,,,1,2.Stock,nachVereinbarung,1,,,,,NaN,3013 Bern BE,26.04.2019,bern,26.02.2020,,,1,,1,,,,,,,,,,,,,,,,,,, +21202121,Wohnung,1790,1510,280,89,3,3.Stock,sofort,,,,,,4,"Bolligenstr. 30b, 3006 Bern",16.01.2020,bern,26.02.2020,,1981,,1,,1,,,,,,,,,,,,,,,,,, +21161839,Loft,2800,2500,300,144,1,EG,sofort,1,1,,1940m,6740m,NaN,"Winterholzstrasse 57, 3018 Bern",,bern,26.02.2020,186,,,1,1,,490m,620m,,1800m,1,1,,,,,1,,,,,,, +20842281,Wohnung,1800,,,,2.5,,nachVereinbarung,,,,,,NaN,3011 Bern BE,16.03.2019,bern,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,, diff --git a/your-project/Data/flats_luzern.csv b/your-project/Data/flats_luzern.csv new file mode 100644 index 0000000..5c8abcf --- /dev/null +++ b/your-project/Data/flats_luzern.csv @@ -0,0 +1,688 @@ +,Objektart,MietpreisproMonat,MietpreisproMonat(exkl.NK),Nebenkosten,Wohnfläche,Zimmer,Geschoss,Baujahr,Verfügbarab,Balkon(e),Einstellplatz,Lift,Haustiereerlaubt,Kabel-TV,Kinderfreundlich,ÖV-Haltestelle,Autobahn,Kindergarten,Primarschule,Sekundarschule,Einkaufsmöglichkeit,rating,adress,publication_date,city,DateofScrapping,Aussenparkplatz,AltesGebäude,Nutzfläche,Hochparterre,Rollstuhlgängig,Neubau,Geschirrspülmaschine,Estrich,Cheminée,Toiletten,Minergie-zertifiziert,Kubatur,Raumhöhe,Mittelhaus,Wohnungen,Wasseranschluss,Swimmingpool,Möbliert,Grundstückfläche +23028097,Wohnung,2724,2534,190,122,4.5,1.Stock,2005,15.06.2020,1,1,1,1,1,1,200m,1000m,250m,450m,450m,400m,5,"Rösslimatte 52, 6005 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23029830,Wohnung,1670,1440,230,60,3.5,3.Stock,,01.07.2020,1,,,,1,,250m,,490m,390m,,290m,NaN,"Hünenbergstrasse 12, 6006 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23028205,Wohnung,1200,1060,140,,2,1.Stock,1953,01.06.2020,1,,,1,1,,460m,,630m,600m,550m,220m,NaN,"Tribschenstrasse 100, 6005 Luzern",26.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +23027234,Wohnung,1720,1490,230,86,4,3.Stock,,01.03.2020,1,1,1,,,1,,,,,,,NaN,"Thorenbergstrasse 15, 6014 Luzern",26.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +14070830,Wohnung,1510,1300,210,75,4,3.Stock,,16.07.2020,1,,,,1,,,,,,,,NaN,"Weinberglistrasse 83, 6005 Luzern",26.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +23026894,Wohnung,1636,1436,200,56,2.5,2.Stock,1995,01.05.2020,1,,1,,,,200m,4000m,,,,250m,4,"Kreuzbuchstrasse 35a, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23028203,Wohnung,1600,1370,230,,3,2.Stock,,01.06.2020,,,,1,,,310m,,400m,380m,770m,150m,NaN,"Kleinmattstrasse 14, 6003 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +23027235,Wohnung,1470,1270,200,72,3,1.Stock,,sofort,1,1,1,,,1,,,,,,,NaN,"Thorenbergstrasse 15, 6014 Luzern",26.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23028371,Einzelzimmer,550,,,15,1,1.Stock,1980,01.03.2020,1,1,1,,,,580m,,750m,750m,,1300m,NaN,"Schädrütihalde 9, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23025655,Wohnung,1372,1200,172,62,3,,,01.05.2020,1,,1,,,,300m,750m,400m,400m,600m,750m,NaN,"Eschenstrasse 20, 6005 Luzern",26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23027130,Wohnung,2050,1800,250,77,2.5,EG,1951,01.04.2020,,,,1,1,,300m,,1300m,1700m,1700m,900m,3,"Hünenbergstrasse 50, 6006 Luzern",26.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23023554,Wohnung,1980,1830,150,75,3.5,3.Stock,,01.04.2020,1,,1,,1,,,,,,,,NaN,"Voltastrasse, 6005 Luzern",26.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23021475,Wohnung,2650,2450,200,110,5.5,2.Stock,1903,01.04.2020,1,,,,,1,400m,500m,200m,200m,,70m,4,6003 Luzern,26.02.2020,luzern,26.02.2020,,,110,,,,,,,,,,,,,,,, +23024384,Wohnung,1350,,,70,3,,,01.06.2020,,,,,,,,,,,,,NaN,"Fluhmühle, 6015 Luzern",26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23023643,Dachwohnung,1400,1200,200,60,2.5,5.Stock,1904,01.05.2020,,,,1,1,,2m,500m,100m,100m,500m,300m,5,"Bruchmattstrasse 26, 6003 Luzern",26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23023578,Wohnung,1360,1170,190,76,3.5,1.Stock,,01.05.2020,1,1,,,,,,,,,,,NaN,"Mattweg 15, 6014 Luzern",26.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23023679,Wohnung,2990,2600,390,130,5.5,EG,1972,01.05.2020,1,1,1,,1,,250m,1000m,300m,300m,1500m,500m,4,6005 Luzern,26.02.2020,luzern,26.02.2020,,,,1,,,,,,,,,,,,,,, +23030079,Wohnung,990,870,120,30,1,1.Stock,,sofort,,,,,,,,,,,,,NaN,"Birkenstrasse 5, 6003 Luzern",26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23023781,Wohnung,2050,1800,250,77,2.5,,,,,,,,,,,,,,,,NaN,6006 Luzern,26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23021474,Wohnung,1560,1400,160,62,3,1.Stock,1900,sofort,1,,1,,1,,200m,700m,,,,400m,5,"Zähringerstrasse 3, 6003 Luzern",26.02.2020,luzern,26.02.2020,1,,62,,,,,,,,,,,,,,,, +23018772,Wohnung,1670,1520,150,72,3.5,6.Stock,,,,,,,,,,,,,,,NaN,6006 Luzern,25.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23025741,Wohnung,1590,,,70,3.5,2.Stock,,01.03.2020,1,,1,1,1,,,,,,,,NaN,"Spannortstrasse 11 11, 6003 Luzern",25.02.2020,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +23020748,Wohnung,890,,,,2.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23018634,Wohnung,1290,1230,60,50,2.5,1.Stock,2018,01.04.2020,1,1,1,1,1,,,,,,,,6,6005 Luzern,25.02.2020,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +23016539,Wohnung,1750,1540,210,82,4,3.Stock,,sofort,1,1,,,1,,,,,,,,NaN,"Zumbachweg 14, 6005 Luzern",25.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23020749,Wohnung,630,,,,2.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6004 Luzern LU,26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23017686,Wohnung,720,650,70,17,1,3.Stock,,15.03.2020,1,,,1,,,,,,,,,NaN,"Wesemlinstrasse 1, 6006 Luzern LU",25.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23029805,Wohnung,1670,1520,150,72,3.5,6.Stock,1960,nachVereinbarung,1,,1,,,,200m,4000m,1000m,600m,600m,350m,5,"Seefeldstrasse 9, 6006 Luzern",26.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23028305,Wohnung,2230,1930,300,92,3.5,7.Stock,2012,nachVereinbarung,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,4,"Zihlmattweg 42, 6005 Luzern",25.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +23020747,Wohnung,1530,1400,130,63,3.5,4.Stock,,01.05.2020,1,,,,,,100m,5000m,,1000m,,100m,NaN,"Lädelistrasse 30, 6003 Luzern LU",26.02.2020,luzern,26.02.2020,,,,,,,1,,,,,,,,,,,, +23021473,Wohnung,528,,,,1,EG,,sofort,,,1,,1,,,,,,,,NaN,"Zähringerstrasse 1, 6003 Luzern",25.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23013139,Wohnung,1280,,,,3,3.Stock,,01.04.2020,1,,,1,1,,600m,1000m,500m,500m,500m,800m,NaN,"Heiterweid 26, 6015 Luzern",24.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23012000,Wohnung,1490,1360,130,42,1.5,6.Stock,,,1,,1,,1,,50m,,,,,100m,NaN,"Waldstätterstrasse 12, 6003 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23012008,Wohnung,2200,1900,300,100,3.5,EG,,,1,1,,1,,,,,,,,,NaN,"Tribschenstrasse 46, 6005 Luzern",24.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23011999,Wohnung,620,430,190,45,2,Untergeschoss,1956,sofort,1,,,1,1,,100m,1000m,200m,200m,500m,100m,NaN,"Bernerweg 11, 6003 Luzern",24.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23011678,Wohnung,2550,2300,250,115,4.5,2.Stock,,01.04.2020,1,1,1,1,,,200m,,1000m,1000m,3000m,800m,NaN,"Schädrütihalde 20, 6006 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23012005,Wohnung,3900,,,131,4.5,7.Stock,,,1,1,1,,1,,50m,,500m,500m,500m,100m,NaN,"Waldstätterstrasse 23, 6003 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23014551,Wohnung,1750,1550,200,63,3.5,4.Stock,,01.04.2020,1,,1,1,,,,1317m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23014550,Wohnung,1720,,,75,2.5,5.Stock,2019,,,,1,,,,,,,,,,6,"Wesemlinstrasse 2, 6006 Luzern",24.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23012254,Wohnung,1530,,,63,3.5,,,01.05.2020,,,,,,,,,,,,,NaN,"Lädelistrasse, 30, 6003 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23011614,Wohnung,1750,1550,200,63,3.5,,,01.04.2020,1,,1,,,,,1000m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23007230,Maisonette,1490,,,86,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,"Kreuzbuchstrasse 99, 6006 Luzern",23.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23008676,Wohnung,990,870,120,45,1,1.Stock,1970,01.04.2020,1,,1,1,,,,,,,,,5,"Schönbühlring 15, 6005 Luzern LU",24.02.2020,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +23009098,Wohnung,1900,,,,3,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23009100,Wohnung,1650,1530,120,65,3.5,,,01.05.2020,1,,,,,,,,,,,,NaN,"Sonnenbergstrasse 23, 6005 Luzern LU",24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23028314,Wohnung,1728,1578,150,59,2.5,4.Stock,,nachVereinbarung,,1,1,1,1,,,,,,,,NaN,"Hallwilerweg 2, 6003 Luzern",24.02.2020,luzern,26.02.2020,1,,,,,1,,1,,,,,,,,,,, +23009329,Wohnung,2517,,,,4,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23007135,Wohnung,2550,,,,4.5,,,01.04.2020,,,,,,,,,,,,,NaN,"Schädrütihalde 20, 6006 Luzern",23.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23008837,Wohnung,1900,,,,4.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,24.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23023552,Wohnung,1900,,,80,3,6.Stock,,11.04.2020,1,,,,,,,,,,,,NaN,"Bireggstrasse, 6003 Luzern",24.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +23009101,Wohnung,2560,,,106,3.5,1.Stock,,nachVereinbarung,1,,1,,,,,,,,,,NaN,"Oberseeburg 20, 6006 Luzern LU",22.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23001093,Einzelzimmer,650,550,100,,1,2.Stock,,,,,,,,,,,,,,,NaN,"Luzernerstrasse 36, 6014 Luzern",22.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22999798,Wohnung,1550,1350,200,,3.5,2.Stock,,sofort,1,,,1,1,,,,,,,,NaN,"Baselstrasse 97, 6003 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22999531,Wohnung,1918,1698,220,92,4.5,3.Stock,1974,01.05.2020,1,,1,1,,1,100m,,500m,2000m,2000m,2000m,5,"Büttenenstrasse 16, 6006 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23007808,Wohnung,900,820,80,24,1,2.Stock,1930,01.04.2020,,,1,,1,,,,,,,,4,"Mühlemattstr. 9, 6004 Luzern",22.02.2020,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +23001084,Einzelzimmer,700,600,100,,1,3.Stock,,,,,,,,,,,,,,,NaN,"Baselstrasse 28, 6003 Luzern",22.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23001085,Einzelzimmer,850,750,100,,1,1.Stock,,sofort,,,,,,1,,,,,,,NaN,"Bernerweg 12, 6003 Luzern",22.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22999532,Wohnung,1390,1210,180,64,3,2.Stock,,16.03.2020,1,,1,1,1,,,,,,,,NaN,"St. Karlistrasse 52, 6004 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23026835,Wohnung,2435,2175,260,105,4.5,,1997,01.05.2020,1,,,,,,100m,300m,,,,50m,4,"Bruchstrasse 12, 6003 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23003430,Wohnung,1745,1510,235,97,3.5,1.Stock,,sofort,1,1,,1,1,1,50m,,400m,400m,2200m,50m,NaN,"Schädrütistrasse 20, 6006 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +15836730,Wohnung,1220,1100,120,42,2.5,1.Stock,1890,01.04.2020,,1,,,,,200m,1000m,1000m,1000m,2000m,2000m,5,"Eichwaldstrasse 11, 6005 Luzern",21.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22993179,Wohnung,1940,1650,290,93,4,3.Stock,1959,01.07.2020,1,,,,1,1,,,,,,,5,"Imfangstrasse 27, 6005 Luzern",21.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23026832,Wohnung,2985,2685,300,124,5,,,01.04.2020,1,,1,,,,100m,300m,,,,50m,NaN,"Schützenstrasse 8, 6003 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22997376,Wohnung,1647,1407,240,94,4.5,4.Stock,,01.04.2020,1,1,1,1,1,1,300m,1500m,500m,800m,,,NaN,"Obergütschrain 7, 6003 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991234,Wohnung,1810,1580,230,87,3.5,2.Stock,,01.06.2020,1,,1,,1,,,,,,,,NaN,"Ulmenstrasse 30, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22997220,Wohnung,2300,2050,250,120,5.5,EG,,01.05.2020,1,,1,1,,,250m,5300m,500m,500m,500m,650m,NaN,"Giselihalde 13, 6006 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23026833,Wohnung,1650,1500,150,59,2,,,01.04.2020,1,,1,,,,100m,300m,,,,50m,NaN,"Schützenstrasse 8, 6003 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22997277,Wohnung,1750,1500,250,81,4.5,5.Stock,,01.05.2020,1,1,1,,1,,300m,2000m,80m,80m,1m,500m,NaN,"Fluhmühlerain 18, 6014 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991753,Maisonette,1930,1750,180,95,3.5,5.Stock,,nachVereinbarung,1,,1,,,,100m,,,,,100m,NaN,"Fluhmattweg 3, 6004 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22997377,Attika,2079,1829,250,82,3.5,7.Stock,,01.05.2020,1,1,1,,1,1,,,,,,,NaN,"Obergütschrain 7, 6003 Luzern",21.02.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +17339224,Wohnung,1250,1070,180,,2,2.Stock,,01.05.2020,1,,,1,,,260m,,390m,370m,760m,140m,NaN,"Kleinmattstrasse 21, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22990911,Wohnung,2490,2300,190,91,3.5,3.Stock,,16.03.2020,1,1,1,,1,1,,,,,,,NaN,"Bergstrasse 1, 6004 Luzern",20.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22986184,Wohnung,1370,1150,220,69,3.5,,1955,15.05.2020,1,,,,1,1,,,,,,,6,"Langensandstrasse 46, 6005 Luzern",20.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22990038,Wohnung,2750,2500,250,70,3,4.Stock,,,,,,,1,,200m,,,,,100m,NaN,"Reusssteg 10, 6003 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991669,Wohnung,1430,1220,210,75,3,1.Stock,1961,01.04.2020,1,,,,1,,50m,1000m,50m,50m,1000m,1000m,5,"Biregghofstrasse 15, 6005 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22986533,Wohnung,1293,,,50,2.5,3.Stock,2010,01.04.2020,1,1,1,1,1,1,300m,400m,500m,500m,500m,200m,5,"Rothenpark 1, 6015 Luzern",,luzern,26.02.2020,1,,50,,1,,,,,,,,,,,,,, +22982779,Wohnung,1470,1290,180,85,3.5,2.Stock,,,1,1,1,,,1,300m,2000m,80m,80m,,500m,NaN,"Fluhmülerain 18, 6015 Luzern",19.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22983422,Wohnung,1970,,,102,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,"Cheerstrasse 13e, 6014 Luzern",19.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22990915,Wohnung,1490,1290,200,72,3,,,nachVereinbarung,1,,1,,,,100m,,,,,100m,NaN,"Voltastrasse 40, 6005 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991878,Wohnung,2095,1760,335,105,4.5,3.Stock,,16.04.2020,1,,,,1,,50m,,150m,600m,,150m,NaN,"Wesemlinhöheweg 1, 6006 Luzern",20.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22978282,Wohnung,1780,1660,120,,3.5,7.Stock,,01.05.2020,1,,1,1,,,90m,,1190m,420m,,1190m,NaN,"Zürichstrasse 46, 6004 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22977693,Wohnung,1460,,,,2.5,3.Stock,,sofort,1,,,,,,,,,,,,NaN,"Zürichstrasse 32, 6004 Luzern LU",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22982078,Wohnung,1300,1175,125,40,2.5,1.Stock,,01.03.2020,,,,,,,,,,,,,NaN,"Bernstrasse 7, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22981033,Wohnung,1470,1330,140,55,2,5.Stock,,15.03.2020,,,1,,,,50m,,,,,250m,NaN,"Taubenhausstrasse 4, 6005 Luzern",19.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22982033,Wohnung,1690,1460,230,86,4,3.Stock,,01.03.2020,1,1,1,,,1,,,,,,,NaN,"Thorenbergstrasse 15, 6014 Luzern",19.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22983485,Wohnung,1577,,,60,2.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,"Bleicherstrasse, 6003 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22977630,Wohnung,1800,1560,240,130,4.5,4.Stock,,sofort,,,,,,,,,,,,,NaN,"Zürichstrasse 32, 6004 Luzern LU",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22981031,Wohnung,1423,1203,220,,4,1.Stock,,nachVereinbarung,1,,,,1,,5m,2000m,120m,350m,3400m,1000m,NaN,"Hauptstrasse 35, 6015 Luzern",19.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22982212,Wohnung,980,800,180,,3,3.Stock,,01.07.2020,,,,,,,,,,,,,NaN,"Moosmattstrasse 39, 6005 Luzern",19.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22978384,Wohnung,2735,2450,285,148,5.5,1.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,6004 Luzern,18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22973966,Wohnung,1577,1397,180,60,2.5,3.Stock,,nachVereinbarung,1,,1,,1,,,,,,,,NaN,"Bleicherstrasse 25, 6003 Luzern",18.02.2020,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +22975186,Wohnung,995,875,120,,2,2.Stock,,,1,,1,,1,,200m,,,,,1000m,NaN,"Würzenbachmatte 31, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22977245,Wohnung,1520,1300,220,,3,1.Stock,1951,sofort,1,1,,1,1,1,100m,,100m,500m,2000m,250m,NaN,"Bodenhofstrasse 28, 6005 Luzern",18.02.2020,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22975178,Wohnung,1190,1100,90,40,1.5,3.Stock,,01.05.2020,1,,1,,1,,50m,,,,,100m,NaN,"Waldstätterstrasse 12, 6003 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22977258,Wohnung,1504,1274,230,80,3.5,3.Stock,,nachVereinbarung,1,,1,,,1,,,,,,,NaN,"Büttenenstrasse 9, 6006 Luzern",18.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +23013170,Terrassenwohnung,4450,4000,450,150,5,2.Stock,1932,nachVereinbarung,1,,1,1,,,,,,,,,NaN,"Cysatstrasse 15, 6004 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22976934,Wohnung,2100,1700,400,100,3.5,EG,1936,nachVereinbarung,1,1,,,1,,100m,2000m,300m,300m,300m,400m,5,"Schibiweg 5, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,1,,,,,,,,,,,,,,, +22976258,Wohnung,1660,,,69,3.5,,,01.05.2020,,,,,,,,,,,,,NaN,"Liebenauweg, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23021096,Wohnung,1685,,,86,3.5,,,01.03.2020,,,,,,,,,,,,,NaN,"Kreuzbuchstrasse 99, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22975187,Wohnung,1180,1020,160,59,2.5,2.Stock,1971,16.04.2020,,1,,1,1,,20m,,,,,,6,"Schädrütistrasse 31, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22971870,Maisonette,1565,1400,165,46,2.5,2.Stock,,01.09.2020,,,,,,,50m,,,,,,NaN,"Hertensteinstrasse 32, 6004 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22968398,Wohnung,1480,1300,180,,3.5,3.Stock,,nachVereinbarung,1,,1,1,1,,,,,,,,NaN,"Hauptstrasse 52, 6015 Luzern",17.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22970337,Wohnung,2070,1770,300,92,4.5,10.Stock,2012,nachVereinbarung,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,5,"Zihlmattweg 42, 6005 Luzern",17.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22971880,Wohnung,1990,1760,230,77,3.5,4.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Sternmattstrasse 14G, 6005 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22989920,Wohnung,2250,1990,260,127,5.5,3.Stock,,sofort,1,1,1,,1,,,,,,,,NaN,"Kreuzbuchrain 12, 6006 Luzern",17.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22968397,Maisonette,1750,1480,270,100,4.5,,,nachVereinbarung,,,,1,1,,50m,1000m,50m,,,10m,NaN,"Lindenstrasse 29, 6015 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22971879,Wohnung,1560,1400,160,68,2.5,1.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Unterlachenstrasse 19, 6005 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22973936,Wohnung,1890,1615,275,90,4,1.Stock,,nachVereinbarung,1,1,1,1,1,,50m,,100m,100m,,150m,NaN,"Giselistrasse 8, 6006 Luzern",18.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22999539,Wohnung,1130,990,140,61,3,,,01.05.2020,1,,,,,1,200m,5000m,600m,600m,,600m,NaN,"Libellenstrasse 24, 6004 Luzern",17.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22966459,Wohnung,2301,2001,300,,4.5,,,01.05.2020,,,1,,1,,120m,3500m,,,,950m,NaN,"Stutzrain 36, 6005 St. Niklausen LU",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22963327,Wohnung,650,,,12,1,3.Stock,,01.04.2020,1,1,1,1,1,,,,,,,,NaN,"St. Karlistrasse, 6004 Luzern LU",17.02.2020,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +22960745,Wohnung,675,,,41,2.5,,,01.04.2020,,,,,,,,,,,,,NaN,"Rankhofstrasse 18, 6006 Luzern",16.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22964957,Dachwohnung,1850,1700,150,,4,3.Stock,1895,sofort,1,,,,,,,,,,,,NaN,"Sentimattstrasse 6, 6003 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22961458,Wohnung,1370,1210,160,47,2,2.Stock,1951,nachVereinbarung,,,,1,1,,150m,,400m,600m,600m,800m,4,"Geissmattstrasse 66, 6004 Luzern",16.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22964933,Wohnung,1490,1310,180,,3.5,1.Stock,,01.05.2020,1,,1,,,,,,,,,,NaN,"Obergrundstrasse, 6005 Luzern",17.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22958511,Wohnung,1400,,,,3.5,,,06.04.2020,,,,,,,,,,,,,NaN,"Geissmattstrasse 25, 6004 Luzern",15.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22961848,Wohnung,5100,4500,600,192,6,,1989,nachVereinbarung,1,1,1,,,,,,,,,,3,6006 Luzern,,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22961409,Dachwohnung,2120,1940,180,,2.5,3.Stock,1900,01.04.2020,1,1,,1,1,1,200m,2000m,400m,400m,,200m,NaN,"Gesegnetmattstrasse 8a, 6006 Luzern",,luzern,26.02.2020,,1,,,,,,,1,,,,,,,,,, +22961459,Wohnung,970,900,70,25,1,3.Stock,2019,01.05.2020,,,,,,,,,,,,,5,"Wesemlinstrasse 4, 6006 Luzern",16.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22965091,Wohnung,1850,,,82,2.5,,,sofort,1,,1,,1,,,,,,,,NaN,"Oberseeburghöhe 14, 6006 Luzern",17.02.2020,luzern,26.02.2020,1,,,,1,,,,1,,,,,,,,,, +22956126,Wohnung,1620,1420,200,63,3.5,1.Stock,,01.04.2020,1,,1,1,,,,1317m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",15.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22954490,Wohnung,1620,1420,200,63,3.5,,,01.04.2020,1,,1,,,,,1000m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22957534,Wohnung,1740,1540,200,66,3,,,01.04.2020,1,,1,,,,,1000m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",15.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22954491,Wohnung,2075,1875,200,75,3.5,,,01.04.2020,1,,1,,,,,1000m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22961363,Wohnung,1160,990,170,60,3,2.Stock,1957,15.03.2020,1,,,,,,150m,1000m,100m,800m,800m,800m,5,"Obermättliweg 10, 6015 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22955831,Wohnung,2070,,,,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22955832,Wohnung,1980,,,,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22957535,Wohnung,1740,1540,200,66,3.5,,,01.04.2020,1,,1,,,,,1000m,,103m,,246m,NaN,"Maihofstrasse 31, 6006 Luzern",15.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22956135,Wohnung,2200,1980,220,122,4.5,4.Stock,2008,01.07.2020,1,1,1,1,1,1,300m,1000m,500m,500m,500m,150m,5,"Ruopigenhöhe 22, 6015 Luzern",15.02.2020,luzern,26.02.2020,,,122,,,,,,,,,,,,,,,, +22954884,Wohnung,1350,1100,250,60,3,6.Stock,,sofort,,,1,,1,,,,,,,,NaN,"Stollbergrain 11, 6003 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22952458,Wohnung,1321,1171,150,50,2.5,,,01.03.2020,1,,,,1,,40m,,1310m,1250m,,550m,NaN,"Geissensteinring 32, 6005 Luzern",14.02.2020,luzern,26.02.2020,,,,1,,,,,,,,,,,,,,, +22961491,Wohnung,1350,1200,150,57,2.5,5.Stock,,sofort,1,1,1,1,,,,,,,,,NaN,"Reusszopf 21, 6015 Luzern",14.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22953311,Wohnung,4480,4100,380,159,5.5,4.Stock,1900,,,,1,,1,1,90m,,,500m,500m,160m,2,"Hofstrasse 1, 6004 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22961490,Loft,1400,1240,160,80,,2.Stock,,01.03.2020,,1,1,,,,,,,,,,NaN,"Reusszopf 21, 6015 Luzern",14.02.2020,luzern,26.02.2020,1,,,,,,,,,1,,,,,,,,, +22954223,Wohnung,1540,,,79,,,,01.05.2020,,,,,,,,,,,,,NaN,"Blattenmosstrasse 14, 6014 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22952453,Wohnung,1375,1180,195,62,3,3.Stock,1961,sofort,1,,,,1,,50m,,170m,520m,,780m,5,"Würzenbachstrasse 48, 6006 Luzern",,luzern,26.02.2020,1,,62,,,,,,,,1,148m³,,,,,,, +22952201,Wohnung,1750,1480,270,,3.5,1.Stock,,01.03.2020,,1,,1,,,130m,,300m,450m,,320m,NaN,"Seeburgstrasse 8, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22961842,Wohnung,1981,1801,180,,3.5,1.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Kreuzbuchstrasse 46, 6006 Luzern",14.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22961815,Wohnung,3140,2780,360,108,3.5,28.Stock,2012,nachVereinbarung,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,NaN,"Zihlmattweg 44, 6005 Luzern",14.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22961234,Wohnung,1650,1400,250,75,4,1.Stock,,01.04.2020,1,,,1,1,1,100m,,,,,100m,NaN,"Burgweg 7, 6014 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22946349,Wohnung,1590,1440,150,77,3.5,4.Stock,,01.04.2020,1,,1,,1,,50m,,,,,50m,NaN,"Kellerstrasse 19, 6005 Luzern",13.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22949454,Wohnung,1540,1340,200,60,3,,,01.04.2020,1,,1,,,,5m,,,,,,NaN,"Maihofstrasse 71, 6006 Luzern",14.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22949413,Wohnung,2250,2000,250,101,2.5,6.Stock,1958,nachVereinbarung,,,1,,1,,200m,,1500m,1500m,1500m,10m,4,"Weinmarkt 9, 6004 Luzern",13.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22939617,Wohnung,1310,1170,140,43,2,4.Stock,1961,01.05.2020,,,1,,,,,,,184m,,,4,"Neustadtstr. 8c, 6003 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22940887,Wohnung,4200,3900,300,99,3.5,7.Stock,1900,,1,,1,,1,1,90m,,,500m,500m,160m,NaN,"Hofstrasse 1, 6004 Luzern",13.02.2020,luzern,26.02.2020,,,161,,,,,,,,,,,,,,,, +22947152,Wohnung,1220,1120,100,44,1.5,3.Stock,,01.06.2020,,,,,,,,250m,,,,10m,NaN,"Rössligasse 13, 6003 Luzern",13.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22949426,Wohnung,2210,1970,240,72,3.5,18.Stock,2012,nachVereinbarung,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,3,"Zihlmattweg 44, 6005 Luzern",13.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22940072,Wohnung,1060,,,135,1,4.Stock,,01.03.2020,1,,1,,1,,,,,,,,NaN,"Roessligasse 16, 6004 Luzern LU",12.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22944976,Wohnung,2380,2080,300,90,3.5,3.Stock,,nachVereinbarung,1,1,1,,1,,,,,,,,NaN,"Schützenstrasse 15, 6003 Luzern",13.02.2020,luzern,26.02.2020,,,,,1,,,,,,1,,,,,,,, +22938220,Wohnung,1550,1450,100,32,1,2.Stock,2019,sofort,,,1,1,,,130m,,400m,400m,400m,500m,2,"Sternmattstrasse 18, 6006 Luzern",,luzern,26.02.2020,,,32,,,1,,,,,,,,,,,,, +22936800,Maisonette,2780,2500,280,,4,7.Stock,,15.03.2020,1,,1,,1,,,,,,,,NaN,"Bundesstrasse 25, 6003 Luzern",12.02.2020,luzern,26.02.2020,,,142,,,,,,1,,,,,,,,,, +22936804,Attika,2250,2100,150,,1.5,5.Stock,,,1,,1,1,1,,,,,,,,NaN,"Grabenstrasse 13, 6004 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22936807,Wohnung,1850,1650,200,71,2.5,Untergeschoss,2015,04.04.2020,1,1,1,1,,1,,,,,,,NaN,"Bireggring 18, 6005 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22939333,Wohnung,1480,,,52,2,EG,1966,sofort,1,,1,1,1,1,100m,,100m,100m,300m,100m,4,"Zumbachweg 18, 6005 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22936186,Wohnung,1350,1250,100,19,1,,2019,01.03.2020,,,1,1,,,130m,,400m,400m,400m,500m,NaN,"Sternmattstrasse 18, 6005 Luzern",12.02.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22939462,Wohnung,1590,1320,270,61,2.5,3.Stock,1969,01.04.2020,1,1,1,1,1,1,180m,,550m,550m,1000m,150m,4,"Schönbühlring 7, 6005 Luzern",12.02.2020,luzern,26.02.2020,1,1,,,,,,,,,,162m³,,,,,,, +22936799,Wohnung,2150,1850,300,107,4.5,3.Stock,,sofort,1,,1,,,,100m,500m,,,,100m,NaN,"Moosstrasse 9, 6003 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22935397,Wohnung,1820,1670,150,82,2.5,3.Stock,,nachVereinbarung,,,,,1,,,,,,,,NaN,"Mühlenplatz 1, 6004 Luzern",12.02.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22936802,Wohnung,600,500,100,21,1,2.Stock,1977,01.06.2020,,,1,,,,200m,800m,,,,50m,6,"Cysatstrasse 6, 6004 Luzern",12.02.2020,luzern,26.02.2020,,,21,,,,,,,,,,,,,,,, +22928482,Wohnung,2000,1800,200,98,4.5,2.Stock,2000,sofort,1,,1,,1,,280m,,200m,300m,300m,150m,4,"Ruopigenhöhe 20, 6015 Luzern",11.02.2020,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22932145,Wohnung,1930,1680,250,80,4.5,1.Stock,1923,sofort,,,1,1,1,,200m,1000m,500m,500m,1000m,200m,4,"Bireggstrasse 20, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,250cm,,,,,, +22934689,Wohnung,2010,1750,260,100,4.5,3.Stock,,01.06.2020,1,1,1,1,1,1,100m,,,,,200m,NaN,"Seeburgstrasse 8, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22934416,Einzelzimmer,850,,,24,1,EG,1976,01.04.2020,1,,,,1,,5m,1000m,,,,,4,"Brambergstrasse 22, 6004 Luzern",12.02.2020,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22934391,Wohnung,1790,1540,250,80,3.5,4.Stock,,,,,,,,,,,,,,,NaN,6004 Luzern,11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23018745,Wohnung,1361,,,,2,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22930215,Wohnung,790,640,150,20,1,4.Stock,1966,01.05.2020,,,1,1,1,,500m,,300m,1400m,900m,1000m,4,"Täschmattstrasse 11, 6015 Luzern",11.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22930213,Studio,1200,,,85,1,,1987,sofort,,,,1,1,1,10m,,100m,100m,300m,100m,NaN,"Hirtenhofstr. 69, 6005 Luzern",11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22930765,Wohnung,1400,,,,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6004 Luzern LU,11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22932096,Wohnung,1430,1320,110,,1.5,2.Stock,,,,,1,,,1,,,,,,,NaN,"Obermättlistrasse 14, 6015 Luzern",11.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22930340,Wohnung,2510,2200,310,99,3.5,1.Stock,2011,01.03.2020,,1,1,1,1,,200m,,1600m,1600m,1600m,200m,5,"Güterstr. 2, 6005 Luzern",11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22919567,Wohnung,1350,1200,150,30,1.5,4.Stock,,nachVereinbarung,,,,,1,,100m,,,,,100m,NaN,"Grimselweg 4, 6005 Luzern",10.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22918118,Wohnung,1620,1470,150,75,3.5,3.Stock,,sofort,1,1,,1,1,1,120m,,30m,350m,,100m,NaN,"Mattweg 1, 6014 Luzern",,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22929315,Wohnung,1590,1360,230,76,3.5,,,nachVereinbarung,,,,,,,100m,,,,,100m,NaN,"Kauffmannweg 26, 6003 Luzern",11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22921016,Wohnung,1730,1440,290,94,4,EG,1996,nachVereinbarung,,,1,,,,250m,1500m,100m,100m,250m,300m,5,"Ruopigenstrasse 26, 6015 Luzern",10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22921325,Maisonette,4150,3750,400,150,5.5,3.Stock,,nachVereinbarung,1,1,,,,,,,,,,,NaN,6006 Luzern,10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22923485,Wohnung,1540,1290,250,90,3.5,,1990,01.04.2020,1,,1,,,,,,,,,,5,"Ruopigenring 73, 6015 Luzern",11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991050,Wohnung,1790,1650,140,60,2.5,EG,,sofort,,,1,,,,,,,,,,NaN,6004 Luzern,11.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22922438,Wohnung,1480,1350,130,64,2,4.Stock,1956,nachVereinbarung,1,,1,,1,,200m,,1500m,1500m,1500m,10m,5,"Weinmarkt 11, 6004 Luzern",10.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22912640,Wohnung,1510,,,57,3,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern,08.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22910138,Wohnung,1690,1540,150,75,3.5,7.Stock,,nachVereinbarung,1,,1,,,1,290m,,410m,540m,,610m,NaN,"Längweiherstrasse 56, 6014 Luzern",08.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22915715,Wohnung,2190,,,,4,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22915714,Wohnung,1900,,,,4,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22916696,Wohnung,2000,1900,100,85,4.5,1.Stock,2017,01.05.2020,1,,,,1,,100m,800m,100m,500m,800m,500m,5,"Bernstrasse 57, 6003 Luzern",10.02.2020,luzern,26.02.2020,1,,,,,1,,,,,,,,,,,,, +22918642,Wohnung,1900,1750,150,72,3,3.Stock,,01.03.2020,1,,1,,1,,20m,800m,,,,50m,NaN,"Sempacherstrasse 1, 6003 Luzern",10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22920041,Wohnung,1420,1260,160,56,2,4.Stock,1956,nachVereinbarung,,,1,,1,,200m,,1500m,1500m,1500m,10m,4,"Weinmarkt 11, 6004 Luzern",10.02.2020,luzern,26.02.2020,,1,,,,,,,,,,,,1,,,,, +22920037,Wohnung,1250,1030,220,55,2.5,4.Stock,1978,nachVereinbarung,1,1,1,1,1,1,200m,,200m,500m,1500m,1000m,5,"Längweiherstr. 10, 6014 Luzern",10.02.2020,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22917234,Wohnung,1570,1450,120,45,2.5,3.Stock,,01.04.2020,,,1,,1,,80m,80m,,,,50m,NaN,"Bleicherstrasse 16, 6003 Luzern",10.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22916757,Wohnung,1470,1320,150,65,2.5,EG,2010,01.04.2020,1,1,1,1,1,,300m,6000m,,,,,5,"Unterlöchlistrasse 41, 6006 Luzern",10.02.2020,luzern,26.02.2020,,,,,1,,,,,,1,,,,,,,, +22909255,Wohnung,1875,1610,265,75,3.5,2.Stock,1978,nachVereinbarung,,,1,,,,,,,307m,,,4,"Liebenauweg 8, 6006 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22907414,Wohnung,1530,1320,210,58,3,4.Stock,,,,,,,,,,,,,,,NaN,6003 Luzern,07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22908857,Attika,2100,1860,240,100,3.5,,2019,sofort,1,1,1,,,1,,,,,,,5,"Thorenbergstrasse 15/17, 6014 Luzern",07.02.2020,luzern,26.02.2020,1,,,,,1,,,,1,,,,,,,,, +22908827,Wohnung,2150,1900,250,89,3,3.Stock,2012,sofort,1,,1,,1,,100m,,,,,100m,5,"Gibraltarstrasse 32, 6003 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +15292843,Attika,2980,2785,195,140,3,6.Stock,1904,sofort,1,,,,1,,100m,,,,,200m,4,"Ledergasse 10, 6004 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22908841,Dachwohnung,1850,1600,250,93,2.5,5.Stock,1932,01.04.2020,,,1,,1,,400m,,300m,300m,300m,700m,5,"Voltastrasse 26, 6005 Luzern",07.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22905429,Wohnung,1970,1750,220,102,3.5,1.Stock,2016,,1,1,1,1,1,1,100m,4000m,50m,400m,500m,400m,5,"Cheerstrasse 13d, 6014 Luzern",07.02.2020,luzern,26.02.2020,,,102,,,,,,,,,,,,,,,, +22909256,Wohnung,1530,1320,210,58,3,4.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Bernstrasse 57 b, 6003 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22944035,Wohnung,2120,,,87,3.5,,,01.03.2020,1,,1,,,1,200m,5000m,470m,470m,2200m,300m,NaN,"Seefeldstrasse, 6006 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22907407,Wohnung,1875,1610,265,75,3.5,2.Stock,,,,,,,,,,,,,,,NaN,6006 Luzern,07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22903923,Wohnung,155,,,,,Untergeschoss,,sofort,,,,,,,,,,,,,NaN,"Landenbergstrasse 31, 6005 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22903926,Wohnung,1740,1570,170,79,4.5,2.Stock,,nachVereinbarung,1,,,,,1,100m,,,,,250m,NaN,"Langensandstrasse 76, 6005 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22903035,Wohnung,1490,,,53,2.5,2.Stock,,nachVereinbarung,1,,1,,1,,20m,,,,,100m,NaN,"Hirschengraben, 6003 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22903825,Wohnung,4990,4690,300,160,5.5,1.Stock,2011,,,1,,,,1,,,,,,,3,6006 Luzern,07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22897419,Wohnung,1880,1660,220,86,4.5,2.Stock,,,1,,1,,1,1,50m,,100m,700m,700m,500m,NaN,"Hirtenhofstrasse 31, 6005 Luzern",06.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22991225,Attika,1590,1440,150,63,2.5,6.Stock,,01.05.2020,1,1,1,,,1,350m,,500m,790m,,420m,NaN,"Löwengrube 12, 6014 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22902460,Wohnung,1330,1150,180,45,2,1.Stock,,01.03.2020,,,1,,,,,,,,,,NaN,"Ledergasse 11, 6004 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22894993,Wohnung,1210,,,,2,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,06.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22900474,Wohnung,2370,2020,350,,5.5,2.Stock,,01.05.2020,1,,,,,1,,,,,,,NaN,"Lützelmattstrasse 18, 6006 Luzern",06.02.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22907738,Wohnung,1120,990,130,48,2,3.Stock,,16.03.2020,,1,,,1,,100m,,,,,250m,NaN,"Waldweg 14, 6005 Luzern",07.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22892300,Wohnung,1920,1750,170,95,4.5,2.Stock,1956,01.05.2020,1,,,,1,,,,,,,,5,"Biregghang 8, 6005 Luzern",06.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22888605,Einzelzimmer,700,,,16,1,,,15.03.2020,,,,,,,,,,,,,NaN,6003 Luzern,05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22888151,Wohnung,1560,1450,110,,2,1.Stock,,,1,,,,1,,,,,,,,NaN,"Unterlachenstrasse 29, 6005 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22893950,Wohnung,190,,,,1,,,nachVereinbarung,,,,,,,,,,,,,NaN,6002 Luzern LU,06.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22890091,Terrassenwohnung,1950,1750,200,67,3.5,2.Stock,,sofort,1,,1,,1,,,,,,,,NaN,"Mühlenplatz 12, 6006 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22887836,Wohnung,800,,,90,1,5.Stock,1973,sofort,,,1,,,,,,,,,,NaN,"Winkelriedstr. 58, 6003 Luzern LU",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22890095,Wohnung,1900,1700,200,76,3,5.Stock,,sofort,,,1,,1,,,,,,,,NaN,"Mühlenplatz 12, 6006 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22984778,Wohnung,1489,1359,130,81,3,EG,,nachVereinbarung,,,,,,,,,,,,,NaN,"Sternmattstrasse 6, 6005 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22894233,Wohnung,2500,2250,250,104,4.5,EG,,01.05.2020,,1,,1,1,1,,,,,,,NaN,"Kreuzbuchrain 14, 6006 Luzern",06.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22902436,Wohnung,1810,1580,230,88,4.5,5.Stock,1960,nachVereinbarung,1,,1,,,,200m,4000m,1000m,600m,600m,350m,5,"Seefeldstrasse 11, 6006 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22884647,Wohnung,3010,2710,300,121,5.5,2.Stock,,01.05.2020,1,1,1,1,1,1,,,,,,,NaN,"Seefeldstrasse, 6006 Luzern",04.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22901190,Wohnung,3590,3200,390,148,4.5,6.Stock,2011,01.05.2020,,1,1,1,1,,200m,,1600m,1600m,1600m,200m,4,"Rösslimattstrasse 4, 6005 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22884640,Wohnung,1650,1400,250,74,3,3.Stock,1954,,1,1,1,1,1,1,150m,200m,100m,800m,3300m,200m,5,"Gütschstrasse 5, 6003 Luzern",04.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22901425,Wohnung,1450,1250,200,,3,1.Stock,,sofort,1,1,,,1,,,,,,,,NaN,"Imfangstrasse 29, 6005 Luzern",05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22901427,Wohnung,1830,1500,330,,5,2.Stock,,sofort,1,1,,,,1,250m,,,,,300m,NaN,"Imfangring 22, 6005 Luzern",05.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22880876,Wohnung,1780,1550,230,,3.5,2.Stock,,01.05.2020,1,1,1,1,1,,120m,,290m,440m,,310m,NaN,"Seeburgstrasse 12, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22885540,Wohnung,1145,,,,1,,,nachVereinbarung,,,,,,,,,,,,,NaN,6006 Luzern LU,05.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22880874,Wohnung,770,630,140,,1,1.Stock,,01.05.2020,,,,1,,,290m,,410m,540m,780m,160m,NaN,"Bireggstrasse 32, 6003 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22885265,Wohnung,2650,2300,350,115,6,1.Stock,,16.07.2020,1,1,,1,1,1,50m,,400m,400m,2200m,50m,NaN,"Schädrütistrasse 18, 6006 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22884648,Attika,3550,3300,250,108,4.5,4.Stock,,01.03.2020,1,1,1,1,1,1,,,,,,,NaN,"Seefeldstrasse, 6006 Luzern",04.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22880706,Wohnung,1810,,,72,3,,,05.07.2020,,,,,,,,,,,,,NaN,"Zihlmattweg 42, 6005 Luzern",04.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22873175,Attika,2290,2030,260,97,3.5,2.Stock,2007,01.05.2020,1,,1,1,,,,,,,,,5,"Lützelmattstrasse 7, 6006 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22879253,Wohnung,aufAnfrage,,,,3.5,5.Stock,,01.03.2020,,,,,,,,,,,,,NaN,"Baselstrasse 93, 6003 Luzern",04.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22876172,Wohnung,647,,,11,1,5.Stock,,04.04.2020,1,,1,,1,,,,,,,,NaN,"Voltastrasse 40, 6005 Luzern LU",04.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22875593,Wohnung,3030,2780,250,126,4.5,2.Stock,1955,01.05.2020,,,1,,,,500m,,,,,500m,3,"Morgartenstrasse 17, 6003 Luzern",04.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22873228,Studio,1190,1050,140,25,1.5,2.Stock,2013,sofort,,1,1,,1,,,,,,,200m,3,"Rodteggstrasse 20, 6005 Luzern",03.02.2020,luzern,26.02.2020,1,,,,,1,,,,,1,,,,,,,, +22878078,Wohnung,1575,,,77,2,Untergeschoss,,01.04.2020,1,,,,1,,200m,,,,,500m,NaN,"Luegetenstrasse 13, 6004 Luzern",04.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22873040,Wohnung,1190,980,210,57,3,1.Stock,1960,01.04.2020,,1,1,,,,300m,1500m,200m,200m,,1000m,5,"Fluhmühlerain 1, 6015 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22880872,Wohnung,1770,1550,220,,3.5,EG,,01.05.2020,1,1,1,1,,,120m,,290m,440m,,310m,NaN,"Seeburgstrasse 12, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22936809,Wohnung,1960,1730,230,89,4.5,1.Stock,,,1,,1,,1,,100m,,,,,500m,NaN,"Hirtenhofstrasse 36, 6005 Luzern",03.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22868467,Wohnung,2130,1830,300,93,4.5,,,01.03.2020,1,1,1,1,1,,,,,,,,NaN,"Zihlmattweg 42, 6005 Luzern",03.02.2020,luzern,26.02.2020,,,,,1,,,,,,1,,,,,,,, +22871778,Wohnung,3300,3300,350,133,3.5,3.Stock,,,,,,,,,,,,,,,NaN,6004 Luzern,03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22868280,Wohnung,1500,1300,200,82,4,1.Stock,1960,nachVereinbarung,1,,,,1,,,,,,,,6,"Schädrütistrasse 42, 6006 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22868365,Dachwohnung,2200,2070,130,60,3,,,15.07.2020,1,,1,,,,150m,1000m,,300m,,100m,NaN,6005 Luzern,03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22868674,Wohnung,1780,1520,260,74,4,2.Stock,1974,sofort,1,1,,1,1,,,,,,,,4,"Hirtenhofstrasse 6, 6005 Luzern",03.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22870038,Wohnung,1380,1150,230,,3.5,4.Stock,,01.04.2020,,,,,1,,400m,3000m,,,,2500m,NaN,"Thorenbergstrasse 13, 6014 Luzern",03.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22868375,Wohnung,1650,1450,200,68,3,4.Stock,,01.03.2020,1,,,,1,,,,,,,,NaN,"Dreilindenstrasse 15, 6006 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +13481986,Wohnung,2231,1981,250,101,4.5,5.Stock,1920,13.03.2020,1,,,,1,,50m,2000m,50m,50m,50m,50m,4,"Wesemlinstrasse 1, 6006 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22879900,Wohnung,2490,2190,300,110,4.5,,1976,sofort,1,,1,,1,1,300m,,,,,,4,"Kreuzbuchstrasse 97, 6006 Luzern",03.02.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22870019,Dachwohnung,1485,1300,185,55,2.5,6.Stock,,sofort,1,,,,1,,80m,1200m,,,,200m,NaN,"Bireggstrasse 11, 6003 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22859706,Wohnung,1300,1090,210,,3.5,,,01.04.2020,1,,,,,1,,,,,,,NaN,"Unterwilrain 40, 6014 Luzern",31.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22868312,Wohnung,1795,1615,180,75,3,3.Stock,1940,sofort,1,,,,1,,300m,1000m,400m,400m,,400m,4,"Rankhofstrasse 20, 6006 Luzern",01.02.2020,luzern,26.02.2020,1,,,,,1,,,,,,,,,,,,, +22861695,Wohnung,1570,1330,240,82,3.5,11.Stock,1970,nachVereinbarung,,1,1,,1,,800m,,450m,450m,1500m,1100m,5,"Waldstrasse 5, 6015 Luzern",31.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22858565,Wohnung,1930,1800,130,,3,,,01.04.2020,1,,,1,,1,30m,,460m,460m,,300m,NaN,"Klosterstrasse 17, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22859704,Wohnung,1560,1450,110,,2,EG,,,1,,,,1,,100m,,,,,150m,NaN,"Unterlachenstrasse 29, 6005 Luzern",31.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22866956,Wohnung,432,,,,1,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22859702,Wohnung,1200,,,,2,EG,,,,,,,,,,500m,200m,,,50m,NaN,"Bernstrasse, 6003 Luzern",31.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22866955,Wohnung,960,,,16,1,5.Stock,,15.03.2020,1,,1,,1,,,,,,,,NaN,6004 Luzern LU,03.02.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22859707,Wohnung,1550,1350,200,,3.5,1.Stock,1972,01.03.2020,1,1,,,1,1,200m,2000m,200m,200m,1000m,200m,NaN,"Bennenegg 28, 6014 Luzern",31.01.2020,luzern,26.02.2020,1,,74,,,,,,,,,,,,,,,, +22895662,Dachwohnung,1200,,,,4.5,5.Stock,,01.03.2020,1,,1,,,,,,,,,,NaN,"Sempacherstrasse 22, 6003 Luzern",03.02.2020,luzern,26.02.2020,,,,,,,,,,,1,,,,,,,, +22852386,Wohnung,1680,1480,200,93,3.5,3.Stock,1996,01.04.2020,,,,,,,,,,,,,6,"Büttenenhalde 56, 6006 Luzern",30.01.2020,luzern,26.02.2020,,,,,,,,,,,,257m³,,,,,,, +22849723,Wohnung,1540,1340,200,50,3,2.Stock,,sofort,,,1,1,,1,180m,,80m,210m,,420m,NaN,"Blattenmoosstrasse 2, 6014 Luzern",,luzern,26.02.2020,1,,50,,,,,,,,,,,,,,,, +22855595,Wohnung,1560,1380,180,65,3,1.Stock,,01.03.2020,1,,,,1,,,,,,,,NaN,"Elfenaustrasse 27, 6005 Luzern",31.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22850698,Wohnung,860,770,90,30,1,2.Stock,1963,nachVereinbarung,1,,1,,1,,10m,2000m,,,,100m,5,"Kellerstrasse 29, 6005 Luzern",30.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22853335,Wohnung,900,,,14,1,1.Stock,,01.04.2020,1,,,,,,,,,,,,NaN,6005 Luzern LU,31.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22852489,Wohnung,1280,1160,120,45,2,EG,,01.04.2020,1,,1,1,1,,250m,,,,,450m,NaN,"Wesemlinstrasse 15, 6006 Luzern",30.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22936527,Wohnung,3650,3300,350,133,3.5,3.Stock,1600,nachVereinbarung,,,,,,,100m,600m,150m,150m,150m,50m,NaN,6004 Luzern,31.01.2020,luzern,26.02.2020,,1,135,,,,,,1,,,,,,6,,,, +22852488,Wohnung,1480,1340,140,82,2.5,3.Stock,,01.05.2020,,1,1,,1,,50m,500m,100m,100m,1000m,200m,NaN,"Obergrundstrasse 70, 6003 Luzern",30.01.2020,luzern,26.02.2020,,,82,,,,,,,,,,,,,,,, +22857316,Wohnung,2000,,,135,4.5,2.Stock,2018,15.04.2020,,1,1,,1,1,20m,,730m,1020m,,130m,NaN,"Industriestrasse 3, 6005 Luzern",31.01.2020,luzern,26.02.2020,,,147,,,,,,,,,,,,,,,, +22852492,Wohnung,2100,1850,250,93,3.5,EG,2016,01.04.2020,1,1,1,,1,1,100m,2000m,20m,100m,800m,50m,4,"Neuhushof 13, 6014 Luzern",30.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22847259,Attika,889,,,85,3.5,,,01.03.2020,,,,,,,,,,,,,NaN,"Birkenstrasse 7, 6003 Luzern",30.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22843387,Wohnung,1980,1800,180,85,2.5,1.Stock,2008,01.04.2020,1,1,1,1,1,,,,,,,,5,"Lützelmattstrasse 5, 6006 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22843388,Wohnung,8200,,,227,5,2.Stock,1981,,1,1,1,1,,,50m,,,,,,NaN,"HALDENSTRASSE, 6006 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22843380,Wohnung,1730,1480,250,,4.5,3.Stock,,sofort,1,1,,,1,1,400m,3700m,400m,1000m,1000m,400m,NaN,"Zumbachweg 16, 6005 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22936234,Wohnung,1375,,,,3,,,nachVereinbarung,,,,,,,,,,,,,NaN,"Würzenbachstrasse 48, 6006 Luzern",30.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22854374,Wohnung,1920,1620,300,98,5.5,2.Stock,,01.05.2020,1,,,,1,1,500m,,250m,300m,,510m,NaN,"Unterwilrain 42, 6014 Luzern",30.01.2020,luzern,26.02.2020,1,,,,,1,,,,,,,,,,,,, +22843385,Wohnung,1090,1000,90,34,1,EG,,01.04.2020,1,,1,1,1,,400m,1500m,600m,600m,1200m,500m,NaN,"Wesemlinstrasse 15, 6006 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22848808,Wohnung,1490,1260,230,74,3.5,3.Stock,1978,nachVereinbarung,1,1,1,1,1,1,200m,,200m,500m,1500m,1000m,5,"Längweiherstr. 16, 6014 Luzern",30.01.2020,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22849316,Wohnung,1980,1820,160,110,5.5,4.Stock,1947,sofort,1,,,,1,,100m,500m,150m,500m,1200m,700m,5,"Geissmattstrasse 19, 6004 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22843382,Wohnung,2270,2090,180,112,4.5,2.Stock,,sofort,1,1,1,,1,1,350m,,550m,,,500m,NaN,"Matthofstrasse 6a, 6005 Luzern",29.01.2020,luzern,26.02.2020,1,,90,,,,,,1,,,,,,,,,, +22843377,Wohnung,1340,1170,170,60,3,1.Stock,,,,,,,,,,,,,,,NaN,"Baselstrasse 63, 6003 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22847990,Wohnung,1300,1110,190,55,2,EG,1990,01.04.2020,1,,,,,,200m,1000m,,,,700m,5,"Geissmattstrasse 50, 6004 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22847642,Wohnung,1770,1570,200,92,3.5,1.Stock,1997,nachVereinbarung,,,,1,,,200m,,,,,,NaN,"Säntihof 8, 6014 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22842167,Wohnung,1645,1425,220,,4.5,2.Stock,,nachVereinbarung,1,,,1,1,,,,,,,,NaN,"Unterwilrain 44, 6014 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22849746,Wohnung,1020,920,100,30,1,1.Stock,1965,nachVereinbarung,,,1,,,,,,,198m,,,3,"Maihofstr. 68A, 6006 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22847637,Wohnung,1870,1630,240,92,3.5,3.Stock,1997,nachVereinbarung,,,,1,,,200m,,,,,,4,"Säntihof 6, 6014 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22840688,Wohnung,1640,1510,130,63,2.5,,1942,sofort,1,,,,,,,,,,,,4,"Sternmattstrasse 13, 6005 Luzern LU",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22840362,Maisonette,4800,4450,350,,5.5,,2016,27.03.2020,1,1,1,,1,,300m,2000m,,,,600m,NaN,"Mozartstrasse 30, 6004 Luzern",29.01.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22840366,Wohnung,1450,1270,180,56,3,EG,,01.04.2020,1,,,,1,,,,,,,,NaN,"Bernstrasse 39, 6003 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22831634,Wohnung,1850,1670,180,73,3.5,4.Stock,1920,13.04.2020,1,,,,1,,50m,2000m,50m,50m,50m,50m,4,"Wesemlinstrasse 1, 6006 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22848879,Wohnung,1900,1640,260,76,3.5,12.Stock,2012,01.03.2020,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,5,"Zihlmattweg 44, 6005 Luzern",29.01.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22831641,Wohnung,1550,1350,200,64,2,2.Stock,1960,01.05.2020,,,1,1,1,,20m,1000m,50m,50m,50m,,4,"Obergrundstrasse 72, 6003 Luzern",28.01.2020,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22838733,Wohnung,1300,1110,190,55,2,EG,,,,,,,,,,,,,,,NaN,6004 Luzern,29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22849068,Wohnung,1890,1690,200,66,3.5,2.Stock,,nachVereinbarung,1,,,,,,,,,,,,NaN,"Bodenhofstrasse 13, 6005 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22832804,Wohnung,3675,3375,300,155,5.5,4.Stock,2012,01.06.2020,,,1,,1,1,300m,2700m,100m,1200m,450m,350m,5,"Johanna-Hodel-Gasse 3, 6005 Luzern",28.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22907717,Wohnung,1415,1185,230,,3.5,3.Stock,,01.03.2020,,,,,,,,,,,,,NaN,"Luzernerstrasse 67, 6014 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23002664,Wohnung,2490,2220,270,119,5.5,2.Stock,2002,,,,,,,,250m,,450m,1600m,1600m,1600m,5,"Maihofstrasse 95 B, 6006 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22848011,Wohnung,2240,1890,350,95,4.5,EG,1933,01.06.2020,,1,,,,,,,,,,,4,"Sternmattstrasse 34, 6005 Luzern",29.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,4,,,, +22838841,Dachwohnung,1720,1520,200,,3.5,3.Stock,,01.05.2020,1,,,,1,,,,,,,,NaN,"Sandeggstrasse 11, 6015 Luzern",29.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22831572,Wohnung,1400,,,45,1.5,2.Stock,,01.04.2020,,,1,,1,,,,,,,,NaN,"Moosstrasse 2, 6003 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22828816,Wohnung,1820,1700,120,57,2.5,4.Stock,1964,nachVereinbarung,1,,,,,,,,,,,,3,"Winkelriedstrasse 56, 6003 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22828985,Wohnung,1595,,,,3.5,2.Stock,,,,,1,,,,,,,,,,NaN,"Klosterstrasse 15, 6003 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22831527,Wohnung,1700,1550,150,71,2.5,Untergeschoss,2015,09.04.2020,,1,1,1,1,,,,,,,,NaN,"Bireggring 18, 6005 Luzern",28.01.2020,luzern,26.02.2020,,,,,1,,,,,,1,,,,,,,, +22830050,Wohnung,1300,1100,200,210,1,5.Stock,,01.05.2020,1,,1,,,,,,,,,,NaN,"Pilatusstrasse 34, 6003 Luzern LU",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22828993,Wohnung,2790,2500,290,116,2.5,1.Stock,1923,,1,1,,,1,,200m,200m,400m,400m,,400m,3,"Obergrundstrasse 115, 6005 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22828984,Wohnung,1230,1050,180,58,2.5,3.Stock,,01.04.2020,,,1,,,,150m,100m,100m,100m,,100m,NaN,"Gibraltarstrasse 7, 6003 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22831564,Wohnung,1930,1700,230,100,4,3.Stock,,nachVereinbarung,1,,,,,,,,,,,,NaN,"Nägelistrasse 5, 6004 Luzern",28.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22828992,Wohnung,1870,1695,175,81,3.5,EG,,,1,,,,1,1,200m,,500m,,,1000m,NaN,"Hirtenhofring 15, 6005 Luzern",27.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22832079,Wohnung,1425,1185,240,,3,1.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Luzernerstrasse 77, 6014 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22826287,Wohnung,660,,,14,1,1.Stock,,sofort,1,,1,1,,,,,,,,,NaN,6005 Luzern LU,27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22905574,Wohnung,1230,,,60,2.5,,,01.04.2020,,,,,,,,,,,,,NaN,"Gibraltarstrasse 7, 6003 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22825952,Wohnung,1465,1295,170,,2.5,1.Stock,,01.03.2020,,,,,,,,,,,,,NaN,"Zürichstrasse 73, 6004 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22827502,Wohnung,1830,1690,140,74,3.5,6.Stock,,sofort,,,1,,1,,200m,,,,,200m,NaN,"Sempacherstrasse 1, 6003 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22824163,Wohnung,1600,1450,150,71,3.5,8.Stock,,16.03.2020,1,1,1,,1,,500m,2500m,50m,250m,250m,900m,NaN,"Fluhmühlerain 20, 6015 Luzern",27.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22824141,Wohnung,1600,1450,150,71,3.5,7.Stock,,sofort,1,1,1,,1,,500m,2500m,50m,250m,250m,900m,NaN,"Fluhmühlerain 24, 6015 Luzern",27.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22824206,Dachwohnung,2750,2550,200,96,4.5,3.Stock,,01.05.2020,1,,,1,1,,,,,,,,NaN,"Elfenaustrasse 39, 6005 Luzern",27.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22825263,Wohnung,2170,1890,280,108,4.5,2.Stock,,,1,1,1,,,,,,,,,,NaN,"Rothenpark 2, 6015 Luzern",27.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22824176,Wohnung,1300,1160,140,65,2.5,EG,,31.03.2020,1,,,,1,,300m,1000m,500m,500m,,500m,NaN,"Luegetenstrasse 23, 6004 Luzern",27.01.2020,luzern,26.02.2020,,,,1,,,,,,,,,,,,,,, +22831593,Wohnung,2500,2250,250,,4,,,01.04.2020,,,,,1,,250m,3600m,,,,200m,NaN,"Bergstrasse 25, 6004 Luzern",27.01.2020,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22811415,Wohnung,2520,2300,220,156,4.5,1.Stock,2016,sofort,1,1,1,,,,,,,,,,5,"Staldenhof Alt, 6014 Luzern",24.01.2020,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +22817966,Einzelzimmer,1490,1350,140,24,,2.Stock,,sofort,1,,,,,,50m,1000m,,,,300m,NaN,"Voltastrasse 2, 6005 Luzern",25.01.2020,luzern,26.02.2020,,,,,,,,,,1,,,,,,1,,, +22903830,Dachwohnung,2750,2500,250,80,3,3.Stock,,01.05.2020,,,,,,,,,,,,,NaN,"Reusssteg 10, 6003 Luzern",24.01.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22811406,Wohnung,1980,1780,200,108,4.5,4.Stock,,01.04.2020,1,,1,,,,100m,,350m,350m,,650m,NaN,"Waldstrasse 7, 6015 Luzern",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22821204,Wohnung,1920,1680,240,101,4.5,3.Stock,1996,01.04.2020,,,,,,,,,,,,,6,"Büttenenhalde 60, 6006 Luzern",25.01.2020,luzern,26.02.2020,,,,,,,,,,,,277m³,,,,,,, +22814788,Wohnung,1440,1260,180,55,2.5,3.Stock,1993,15.03.2020,1,,1,,,,100m,800m,150m,150m,150m,100m,NaN,"Bruchstrasse 29, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22811423,Wohnung,1430,1260,170,60,3,2.Stock,,01.03.2020,1,1,,,,,,,,,,,NaN,"Elfenaustrasse 36, 6005 Luzern",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22974369,Wohnung,2200,1900,300,100,3.5,EG,,sofort,1,1,1,,,1,,,,,,,NaN,"Tribschenstrasse (nähe Manorfood), 6005 Luzern",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22812226,Wohnung,1430,,,83,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,"Langensandstrasse, 63, 6005 Luzern",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22924324,Wohnung,990,,,,1.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22817221,Wohnung,2490,2190,300,110,4.5,3.Stock,1976,sofort,1,,1,,,,,,,,,,4,"Kreuzbuchstrasse, 6006 Luzern",24.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22804823,Wohnung,1300,,,33,1.5,6.Stock,1978,sofort,1,1,1,1,1,1,200m,,,,,500m,NaN,"Kreuzbuchrain 12, 6006 Luzern",23.01.2020,luzern,26.02.2020,1,,41,,,,,,,,,,,,,,,, +22811722,Wohnung,1500,1300,200,75,3.5,3.Stock,1961,01.05.2020,,,,1,,,100m,,,,,800m,5,"Würzenbachstr. 52, 6006 Luzern",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22806804,Attika,2127,1827,300,100,3.5,5.Stock,,sofort,1,1,1,1,1,,100m,1000m,200m,100m,100m,100m,NaN,"Ruopigenhöhe 12, 6015 Luzern",23.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22808261,Maisonette,2400,2050,350,125,5.5,4.Stock,1980,sofort,1,1,1,,1,1,300m,3000m,250m,700m,150m,600m,4,"Matthof 16, 6014 Luzern",23.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22806807,Wohnung,1440,1260,180,72,3,EG,,nachVereinbarung,1,,,,,,,,,,,,NaN,"Elfenaustrasse 42, 6005 Luzern",23.01.2020,luzern,26.02.2020,1,,,1,,,,,,,,,,,,,,, +22684901,Wohnung,680,620,60,16,1,11.Stock,2001,01.03.2020,1,,1,1,,,,,,,,,NaN,"Reusszopf 21, 6015 Luzern LU",24.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22808260,Wohnung,2340,2100,240,110,4.5,1.Stock,2016,01.07.2020,1,1,1,,,1,200m,2000m,100m,100m,500m,100m,4,"Neuhushof 9, 6014 Luzern",23.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22807817,Wohnung,1480,1200,280,77,3.5,1.Stock,1968,nachVereinbarung,,,1,1,1,,100m,,,,,100m,5,"Löwengrube 8, 6014 Luzern",23.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22555973,Wohnung,1670,1420,250,74,3,EG,1961,sofort,,,,,,,200m,3000m,150m,500m,1000m,300m,5,"Würzenbachmatte 29, 6006 Luzern",23.01.2020,luzern,26.02.2020,,,,,,,,,,,,178m³,,,,,,, +22800301,Wohnung,1990,1730,260,79,3.5,2.Stock,1976,,1,1,1,,1,1,,,,,,,4,"Schönbühlring 17, 6005 Luzern",22.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22964881,Wohnung,1700,,,,3,,,01.05.2020,1,,,,,,,,,,,,NaN,"sonnenbergstrasse 37e, 6005 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +16178827,Wohnung,1799,1549,250,85,3.5,2.Stock,1994,sofort,1,,1,,1,,50m,500m,,,,300m,5,"Taubenhausstrasse 31, 6005 Luzern",23.01.2020,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22801374,Wohnung,755,,,,1,1.Stock,,01.04.2020,1,,1,1,,,,,,,,,NaN,"Libellenstrasse 69, 6004 Luzern LU",23.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22801395,Wohnung,1530,1290,240,60,4.5,2.Stock,,nachVereinbarung,1,1,,,1,,,,,,,,NaN,"Heiterweid 9, 6015 Luzern LU",23.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22800300,Wohnung,1780,1600,180,63,2.5,EG,,,1,1,1,,1,,,,,,,,NaN,"Hirtenhofstrasse 83, 6005 Luzern",22.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22884391,Wohnung,1950,1750,200,82,4.5,3.Stock,,sofort,1,,1,,,,,,,,,,NaN,"St. Karli-Strasse 37, 6004 Luzern",23.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22799854,Wohnung,1890,1730,160,74,3.5,EG,,nachVereinbarung,,,,,,,,,,,,,NaN,"Claridenstrasse 9, 6003 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22799872,Wohnung,1640,1450,190,,3.5,3.Stock,,nachVereinbarung,1,,,,,1,,,,,,,NaN,"Langensandstrasse 61-65, 6005 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22990039,Studio,550,450,100,16,1,Untergeschoss,1948,01.04.2020,,,,,,,,,,,,,NaN,"Friedberghalde 8, 6004 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22791064,Wohnung,1495,1300,195,71,3.5,EG,,sofort,,,1,,1,,50m,3000m,,,,500m,NaN,"Würzenbachstrasse 62, 6006 Luzern, 6006 Luzern",21.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22789682,Wohnung,1521,1241,280,81,4.5,1.Stock,,01.04.2020,,,1,,,,,,,,,,NaN,"Stollberghalde 9, 6003 Luzern",21.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22788501,Dachwohnung,2060,,,65,2.5,,,01.03.2020,,,,,,,,,,,,,NaN,"Neustadtstrasse 8, 6003 Luzern",21.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22789936,Wohnung,980,890,90,,3,EG,,sofort,,,,,,,160m,,1220m,680m,,400m,NaN,"Bernstrasse, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22791203,Wohnung,2010,1720,290,104,3.5,3.Stock,1964,01.04.2020,,,,,,,200m,4000m,1000m,600m,600m,350m,5,"Seefeldrain 3, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22789803,Wohnung,2010,1720,290,104,3.5,3.Stock,,,,,,,,,,,,,,,NaN,6006 Luzern,21.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22798722,Wohnung,1990,1770,220,,4.5,3.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Büttenenhalde 37, 6006 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22798721,Wohnung,1900,1700,200,85,3.5,5.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Büttenenhalde 37, 6006 Luzern",22.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22789937,Wohnung,1600,1420,180,,3,3.Stock,,sofort,,,,1,,1,300m,1000m,1230m,680m,,430m,NaN,"Bernstrasse 40, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22789729,Wohnung,1300,1175,125,40,2.5,4.Stock,,sofort,,,,,,,10m,,,,,,NaN,"Bernstrasse 7, 6003 Luzern",21.01.2020,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22779913,Wohnung,2180,2000,180,65,2.5,4.Stock,2015,31.03.2020,,,1,,,,100m,250m,150m,150m,150m,10m,3,"Weggisgasse 12, 6004 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22785097,Wohnung,2850,2600,250,115,4.5,2.Stock,,01.07.2020,1,1,1,,1,1,200m,,,,,500m,NaN,"Schädrütihalde 20, 6006 Luzern",,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22979555,Wohnung,1100,930,170,45,2,3.Stock,1963,01.04.2020,,,,1,,,,,,,,,5,"Hochhüsliweid 6, 6006 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22779671,Attika,2180,2000,180,62,2.5,4.Stock,2015,31.03.2020,,,1,,1,,100m,,150m,150m,150m,10m,3,"Weggisgasse 12, 6004 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22905871,Wohnung,2630,2350,280,93,3.5,1.Stock,1965,01.04.2020,,,,,,,,,,,,,3,"Brunnhalde 14, 6006 Luzern",21.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22783738,Wohnung,1690,1500,190,60,3,2.Stock,,01.04.2020,1,,,,1,,,,,,,,NaN,"Mozartstrasse 1, 6004 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22779722,Wohnung,1850,1650,200,,3.5,1.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,"Bruchstrasse 57, 6003 Luzern",20.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22790071,Wohnung,1980,1700,280,,4.5,2.Stock,,01.05.2020,,,,,,,,,,,,,NaN,"Würzenbachstrasse 23, 6006 Luzern",21.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22782642,Wohnung,1390,1190,200,52,2.5,4.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,"Bruchstrasse 24, 6003 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22905869,Wohnung,1248,1078,170,56,2.5,5.Stock,1974,01.03.2020,1,,1,,,,100m,,500m,2000m,2000m,2000m,5,"Büttenenstrasse 18, 6006 Luzern",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22777066,Wohnung,720,650,70,17,1,3.Stock,,16.03.2020,1,,,,,,,,,,,,NaN,"17², Wesemlinstrasse, 1, 6006 Luzern LU",20.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22832920,Wohnung,1750,,,,2.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22765562,Wohnung,2240,1970,270,66,2.5,3.Stock,,nachVereinbarung,,,1,,,,,,,,,,NaN,"Kramgasse 7, 6004 Luzern",16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22766476,Wohnung,1540,1300,240,80,4.5,2.Stock,1949,01.03.2020,1,,,,1,,,,,,,,6,"Elfenaustrasse 22, 6005 Luzern",17.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22761622,Wohnung,1490,1270,220,80,4,3.Stock,1960,nachVereinbarung,1,,,,,,,,,,,,5,"Mattweg 17, 6014 Luzern",16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22534230,Wohnung,1710,1420,290,89,4.5,4.Stock,1978,01.03.2020,1,1,1,1,1,1,200m,,200m,500m,1500m,1000m,5,"Längweiherstr. 16, 6014 Luzern",17.01.2020,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22766496,Wohnung,1640,1420,220,,4,8.Stock,,sofort,1,,1,,1,1,300m,1000m,,,,400m,NaN,"Fluhmühlerain 2, 6015 Luzern",17.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22766495,Wohnung,1450,1270,180,,3,8.Stock,,sofort,1,,1,,1,1,300m,1000m,,,,400m,NaN,"Fluhmühlerain 2, 6015 Luzern",17.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22501462,Wohnung,1495,1250,245,,4.5,2.Stock,1955,16.04.2020,1,,,,1,,500m,1000m,,,,500m,NaN,"Heiterweid 15, 6015 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22757450,Wohnung,1690,1540,150,63,3.5,EG,,01.04.2020,1,,,,1,,100m,,940m,880m,920m,440m,NaN,"Auf Weinbergli 6, 6005 Luzern",16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22757021,Wohnung,1760,1580,180,80,3.5,6.Stock,,nachVereinbarung,1,1,1,,,,800m,2500m,,,,500m,NaN,"Eichenstrasse 10, 6015 Luzern",16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22748486,Wohnung,651,638,13,14,1,2.Stock,2013,sofort,,,,,,,,,,,,,NaN,"Sagenmattstrasse, 6003 Luzern LU",15.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22758962,Wohnung,1590,1380,210,57,3,EG,1951,01.04.2020,,,,1,1,,150m,,400m,600m,600m,800m,4,"Geissmattstrasse 60, 6004 Luzern",16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22759291,Wohnung,1420,1250,170,57,3,3.Stock,,01.04.2020,1,,,,1,,150m,3000m,,,,200m,NaN,"Imfangring 26, 6005 Luzern",16.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22755842,Wohnung,2310,,,,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,16.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22749234,Wohnung,1730,1490,240,74,4,3.Stock,1956,30.03.2020,1,,,,1,,,,,,,,4,"Hochrütistrasse 14, 6005 Luzern",15.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22983787,Loft,1790,1340,450,140,2,1.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,6014 Luzern,15.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22749110,Wohnung,1650,1450,200,60,3,2.Stock,1956,30.03.2020,1,,,,1,,,,,,,,4,"Hochrütistrasse 14, 6005 Luzern",15.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22754218,Wohnung,2470,2260,210,118,4.5,3.Stock,,sofort,,,,,,,,,,,,,NaN,"Fluhmattstrasse 58, 6004 Luzern",15.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22754846,Wohnung,2200,1920,280,108,4.5,3.Stock,,01.04.2020,1,1,1,,,,,,,,,,NaN,"Rothenpark 3, 6015 Luzern",16.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22992951,Wohnung,1500,,,,3.5,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,14.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22730202,Einzelzimmer,1020,,,45,2,,,01.04.2020,,,,,,,,,,,,,NaN,"Schönbühlring 15, 6005 Luzern",12.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22734638,Dachwohnung,1795,1610,185,70,3.5,3.Stock,,01.04.2020,1,,1,,1,,200m,,,400m,400m,200m,NaN,"Löwengrube 5, 6014 Luzern",13.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22734608,Wohnung,1580,1400,180,70,3.5,4.Stock,,nachVereinbarung,1,,,1,,,10m,1500m,,,,10m,NaN,"Urnerhofweg 4, 6004 Luzern",13.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22747520,Wohnung,2070,1850,220,100,4,1.Stock,,01.04.2020,1,,,,1,1,,,,,,,NaN,"Luegetenstrasse 17, 6004 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22738290,Wohnung,1890,1690,200,92,4.5,2.Stock,,01.04.2020,1,,,,1,1,150m,2000m,,,,800m,NaN,"Tribschenstrasse 74, 6005 Luzern",13.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22746423,Wohnung,950,900,50,54,1,1.Stock,2012,sofort,1,,,,,,,,,,,,NaN,"Bodenhofstrasse 15, 6005 Luzern LU",14.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22917881,Wohnung,1500,1350,150,58,2.5,EG,,,,,1,1,1,,200m,1000m,540m,720m,,180m,NaN,"Birkenstrasse 2, 6003 Luzern",14.01.2020,luzern,26.02.2020,,,58,,,,,,,,,,,,,,,, +22746958,Wohnung,1200,1050,150,33,2,2.Stock,,01.04.2020,,,,,,,,,,,,,NaN,"Landschaustrasse 46, 6006 Luzern",14.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22751788,Wohnung,2560,2300,260,110,4.5,3.Stock,,01.04.2020,1,,1,,1,1,300m,,,,,,NaN,"Unterlöchlistrasse 3, 6006 Luzern",14.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22728166,Wohnung,2310,2000,310,123,4.5,1.Stock,2018,nachVereinbarung,1,1,1,1,1,1,20m,,650m,610m,,20m,5,"Grossmatte 2A-I, 6014 Luzern",,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22726392,Wohnung,2725,2400,325,121,4.5,1.Stock,2003,nachVereinbarung,,,,,,,100m,4000m,2000m,1000m,1000m,1000m,5,"Schlösslihalde 25, 6006 Luzern",10.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22728144,Wohnung,1610,1460,150,56,2.5,3.Stock,2019,nachVereinbarung,,,,,,,,,,,,,5,"Wesemlinstrasse 4, 6006 Luzern",11.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22728272,Wohnung,1990,,,83,3.5,,,01.04.2020,,,,,,,,,,,,,NaN,"Sternenplatz 7, 6004 Luzern",10.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22726604,Wohnung,3180,2900,280,148,5.5,4.Stock,2003,01.07.2020,1,1,1,,1,1,100m,,,,,400m,5,"Schädrütihalde 18, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22724215,Wohnung,5800,5300,500,150,4.5,3.Stock,2018,01.04.2020,1,1,1,,,,250m,,,,,,NaN,"Rigistrasse 26, 6006 Luzern",10.01.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22728146,Wohnung,1820,1630,190,71,2.5,3.Stock,2019,01.04.2020,,,,,,,,,,,,,5,"Wesemlinstrasse 2, 6006 Luzern",11.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22720354,Wohnung,1560,,,60,2,4.Stock,,01.03.2020,1,,,,,,1m,,,,,5m,NaN,"Taubenhausstrasse 6, 6005 Luzern",10.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22723969,Wohnung,2725,2400,325,121,4.5,1.Stock,,,,,,,,,,,,,,,NaN,6006 Luzern,10.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22725499,Wohnung,1410,1270,140,49,2.5,4.Stock,1970,01.04.2020,1,1,1,,1,,500m,,,,,1500m,4,"Kreuzbuchrain 10, 6006 Luzern",26.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22720578,Wohnung,1690,1410,280,80,4.5,3.Stock,,01.04.2020,,,,,,,50m,,800m,800m,800m,200m,NaN,"Sagenmattstrasse 26, 6003 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22716639,Wohnung,1500,1380,120,60,3,2.Stock,,01.04.2020,1,,1,,,,5m,,,,,,NaN,"Maihofstrasse 71, 6006 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22720601,Wohnung,1460,1200,260,70,3.5,1.Stock,,01.04.2020,,,,,,,50m,,800m,800m,800m,200m,NaN,"Sagenmattstrasse 26, 6003 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22712964,Wohnung,1790,1600,190,70,3.5,4.Stock,,,1,1,,,1,,,,,,,,NaN,"Hirtenhofstrasse 16, 6005 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22716530,Wohnung,1310,1200,110,57,2,EG,,01.04.2020,,1,,,,,,,,,,,NaN,"An der Kleinen Emme 3, 6014 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22714218,Wohnung,1500,,,,2,,,nachVereinbarung,,,,,,,,,,,,,NaN,6000 Luzern LU,09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22712966,Wohnung,2080,1950,130,86,2.5,4.Stock,2016,,1,1,1,,1,,700m,2000m,,400m,,400m,5,"Zihlmattweg 19, 6005 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22734003,Wohnung,1629,1409,220,,3,2.Stock,,01.04.2020,1,1,,,1,,190m,,710m,460m,720m,360m,NaN,"Rankhofstrasse 10, 6006 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22712969,Wohnung,2550,2290,260,93,3.5,3.Stock,1993,,1,,1,,1,1,,,,,,,3,"Oberseeburghöhe 10, 6006 Luzern",09.01.2020,luzern,26.02.2020,,,93,,,,,,1,,,,,,,,,, +22720288,Wohnung,1995,,,72,3,1.Stock,1437,01.03.2020,,,,,1,,100m,,,,,100m,NaN,"Sternenplatz 7, 6004 Luzern",10.01.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22712651,Wohnung,1920,1770,150,91,4.5,4.Stock,,01.04.2020,1,,1,,,,50m,4000m,,,,,NaN,"Rank 1, 6006 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22917886,Wohnung,1380,,,,3,Untergeschoss,,01.04.2020,1,,1,,1,,200m,,1200m,1200m,,1000m,NaN,"Würzenbachstrasse 61, 6006 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22180776,Wohnung,1650,1470,180,63,3,1.Stock,1956,01.03.2020,1,,1,,1,,100m,1000m,200m,200m,,500m,4,"Voltastrasse 20, 6005 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22704012,Wohnung,1560,,,,4,,,nachVereinbarung,,,,,,,,,,,,,NaN,6005 Luzern LU,08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22704011,Wohnung,1270,,,17,1,3.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Kasimir-Pfyffer-Strasse 20, 6003 Luzern LU",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22708043,Wohnung,1950,1750,200,84,3.5,2.Stock,2008,01.04.2020,1,1,1,,1,1,100m,2000m,50m,50m,500m,300m,4,"Cheerstrasse 6, 6014 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22712647,Attika,3480,3000,480,180,5.5,,1984,01.04.2020,1,1,1,1,,,,,,,,,5,"Zyböriweg 1, 6004 Luzern",09.01.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22703451,Wohnung,2970,2750,220,119,4.5,1.Stock,2014,01.05.2020,,,,,,,,,,,,,5,"Schönbühlring 20, 6005 Luzern",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +19417510,Dachwohnung,1750,1500,250,75,2.5,4.Stock,,sofort,,,,1,,,,,,,,,NaN,"Grimselweg 4, 6005 Luzern",08.01.2020,luzern,26.02.2020,,1,,,,,,,1,,,,,,,,,, +22706370,Studio,2350,2200,150,49,2,5.Stock,,nachVereinbarung,1,,1,,1,,100m,,500m,500m,300m,500m,NaN,"Abendweg 1, 6006 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22706706,Wohnung,1190,1020,170,,2,4.Stock,,01.04.2020,1,1,1,,1,,,,,100m,100m,20m,NaN,"Bernstrasse 77, 6003 Luzern",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,1,, +22903051,Wohnung,1927,1777,150,73,2.5,5.Stock,,01.05.2020,1,,1,,,,,,,,,,NaN,"Ulmenstrasse 14, 6003 Luzern",05.01.2020,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22956129,Wohnung,1387,1180,207,74,3.5,EG,1960,,1,,,,,,150m,4000m,150m,1000m,1000m,200m,NaN,"Mattweg 15, 6014 Luzern",06.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22704888,Wohnung,2970,2750,220,131,4.5,1.Stock,2014,01.05.2020,,,,,,,,,,,,,5,"Schönbühlring 20, 6005 Luzern",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,5,,,, +22688425,Wohnung,1535,1350,185,68,2.5,EG,1975,,1,,,,1,,200m,,,,,500m,5,"Luegetenstrasse 13, 6004 Luzern",06.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22699967,Wohnung,1640,1390,250,87,3.5,EG,1982,,1,1,1,,1,1,300m,3000m,200m,700m,300m,150m,5,"Matthof 32, 6014 Luzern",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22697635,Wohnung,1870,,,78,3.5,1.Stock,,15.03.2020,1,,,,1,,200m,2000m,200m,200m,,200m,NaN,"Hochrütistrasse 34, 6005 Luzern",07.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22866870,Wohnung,630,,,,1,,,nachVereinbarung,,,,,,,,,,,,,NaN,6003 Luzern LU,06.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22692124,Wohnung,1550,1400,150,56,2.5,3.Stock,,,1,,1,,1,,200m,,,,,50m,NaN,"Bleicherstrasse 25, 6003 Luzern",06.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22703976,Wohnung,1600,1420,180,87,3,1.Stock,1967,01.04.2020,,,1,,,,60m,,110m,300m,300m,500m,6,"Berglistrasse 38, 6003 Luzern",08.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22666205,Wohnung,720,670,50,20,1,1.Stock,1923,nachVereinbarung,1,,,,1,,,,,,,,5,"Obermättlistrasse 8, 6015 Luzern LU",31.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22686713,Maisonette,4150,3750,400,150,5.5,3.Stock,,nachVereinbarung,1,1,,,1,,50m,1000m,300m,300m,500m,500m,NaN,"Abendweg 4, 6006 Luzern",30.12.2019,luzern,26.02.2020,,1,,,,,,,1,,,,,,,,,, +22765614,Wohnung,2710,2400,310,147,5.5,4.Stock,2015,01.06.2020,1,1,1,,1,1,70m,,20m,710m,,1010m,5,"Cheerstrasse 13, 6014 Luzern",30.12.2019,luzern,26.02.2020,1,,,,1,,,,,,1,,,,,,,, +22680142,Wohnung,1950,1750,200,83,3.5,3.Stock,2015,29.02.2020,1,1,1,,1,1,100m,4000m,50m,300m,500m,600m,4,"Cheerstrasse 13, 6014 Luzern",04.01.2020,luzern,26.02.2020,,,104,,,,,,,,,,,,,,,, +22667545,Dachwohnung,3980,3600,380,166,4.5,4.Stock,,sofort,,,1,,1,,20m,1500m,1050m,120m,500m,30m,NaN,"Hirschmattstrasse 26, 6003 Luzern",30.12.2019,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22909684,Attika,960,850,110,28,1,4.Stock,1992,,1,1,1,1,,,200m,,,,,300m,4,"Kanonenstrasse 6, 6003 Luzern",04.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22678774,Wohnung,1530,1330,200,,4.5,3.Stock,,01.03.2020,1,1,1,,1,,,800m,100m,100m,100m,50m,NaN,"Bernstrasse 112, 6003 Luzern",03.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,1,, +22682554,Wohnung,1510,1300,210,70,3.5,EG,1968,sofort,1,1,,,1,,60m,3000m,800m,1000m,2000m,300m,5,"Hirtenhofstrasse 72, 6005 Luzern",05.01.2020,luzern,26.02.2020,1,1,68,,,,,,,,,,,,,,,, +22678214,Wohnung,1530,1300,230,76,4.5,3.Stock,,01.04.2020,1,1,,,1,1,100m,2000m,200m,200m,1000m,100m,NaN,"Renggstrasse 8, 6014 Luzern",03.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22680134,Wohnung,2190,1900,290,102,5.5,1.Stock,,,1,,1,1,1,1,50m,,100m,700m,700m,500m,NaN,"Hirtenhofstrasse 31, 6005 Luzern",04.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22568032,Wohnung,3810,3390,420,127,3.5,26.Stock,2012,nachVereinbarung,,1,1,1,1,1,25m,,1000m,1000m,1000m,25m,NaN,"Zihlmattweg 42, 6005 Luzern",20.12.2019,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22734078,Wohnung,1560,1340,220,60,3.5,2.Stock,,01.04.2020,1,,,,1,,250m,,490m,390m,,290m,NaN,"Hünenbergstrasse 12, 6006 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22649906,Dachwohnung,936,,,,1,4.Stock,,31.03.2020,,,,,,,25m,1000m,500m,500m,,25m,NaN,"Bernstrasse, 6003 Luzern",24.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22659284,Wohnung,3300,3050,250,127,3.5,3.Stock,1987,01.03.2020,1,1,1,,1,,400m,500m,900m,300m,300m,100m,3,"Cysatstrasse 15, 6004 Luzern",27.12.2019,luzern,26.02.2020,1,,127,,,,,,1,,,,,,,,,, +22653190,Wohnung,3290,3090,200,113,4.5,,2019,sofort,,,1,,,,96m,,,391m,,340m,3,"Rosenberghalde, 6004 Luzern",25.12.2019,luzern,26.02.2020,1,,,,,,,,,,1,,,,,,,, +22633866,Wohnung,1210,1050,160,50,2.5,2.Stock,,nachVereinbarung,,,,1,,,,,,,,,NaN,"Hauptstrasse 50, 6015 Luzern",20.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23027642,Wohnung,2090,1970,120,72,3,1.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,"Dornacherstrasse 9, 6003 Luzern",23.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22630468,Wohnung,1740,1550,190,72,3,5.Stock,,,,,,,,,,,,,,,NaN,6003 Luzern,20.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22631420,Wohnung,1740,1550,190,72,3,5.Stock,1951,nachVereinbarung,,,,,,,,,,,,,4,"Bundesplatz 3, 6003 Luzern",20.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23027640,Wohnung,2030,1850,180,83,3.5,2.Stock,,01.04.2020,1,1,1,,,1,174m,808m,160m,132m,,162m,NaN,"Voltastrasse 24, 6005 Luzern",23.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22895620,Attika,3362,3002,360,125,4.5,3.Stock,1999,nachVereinbarung,1,1,1,,1,,,,,,,,3,"Hemschlenstrasse 12, 6006 Luzern",17.12.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22918712,Wohnung,3420,3200,220,99,3.5,,,sofort,,,,,,,,,,,,,NaN,6003 Luzern,19.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22622589,Wohnung,1370,1150,220,,3,3.Stock,1963,01.04.2020,1,,,1,1,,,,,,,,NaN,"Bernerweg 6, 6003 Luzern",19.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22607676,Wohnung,1910,1700,210,90,3.5,2.Stock,,01.03.2020,1,,,,,,,,,,,,NaN,"Kellerstrasse 27, 6005 Luzern",18.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22625394,Wohnung,1800,,,,3.5,1.Stock,,sofort,1,,,,,,960m,,1810m,3070m,,3040m,NaN,"Rebstockhalde 42, 6006 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22605630,Wohnung,800,,,20,1,4.Stock,,nachVereinbarung,1,,,,1,,,,,,,,NaN,"Libellenstrasse 61, 6004 Luzern LU",16.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22617534,Wohnung,1192,1060,132,64,3,4.Stock,1957,01.04.2020,1,,,1,,,500m,,500m,1000m,1000m,1000m,5,"Obermättliweg 8, 6015 Luzern",18.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22603099,Wohnung,2810,2530,280,111,4.5,5.Stock,,01.03.2020,1,,1,1,,,50m,500m,,,,50m,NaN,"Moosstrasse 1, 6003 Luzern",16.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22605498,Wohnung,1910,1700,210,75,3.5,,1970,sofort,1,1,1,,1,,200m,1000m,500m,500m,1000m,1000m,4,"Bergstrasse 36, 6004 Luzern",16.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23010556,Attika,2380,2220,160,76,2.5,,2011,nachVereinbarung,1,,1,,,,,,,,,,3,"Spannortstrasse 18, 6003 Luzern",18.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22585104,Wohnung,1440,1310,130,60,2.5,6.Stock,,nachVereinbarung,,,,,,,100m,,,,,100m,NaN,"Dornacherstrasse 15, 6003 Luzern",12.12.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22855961,Wohnung,1950,1700,250,90,3.5,5.Stock,,,1,,1,,1,,50m,,,,,50m,NaN,"Zürichstrasse 11, 6004 Luzern",14.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22598232,Wohnung,1760,1480,280,94,3.5,3.Stock,1996,sofort,,,,,,,,,,,,,6,"Büttenenhalde 57, 6006 Luzern",14.12.2019,luzern,26.02.2020,,,,,,,,,,,,257m³,,,,,,, +22586721,Wohnung,540,,,,1,3.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Tribschenstrasse 68, 6005 Luzern LU",12.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22665700,Wohnung,500,,,,1,,,sofort,,,,,,,,,,,,,NaN,"Maihofhalde, 6006 Luzern",16.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22585915,Wohnung,2470,2150,320,129,4.5,3.Stock,1996,01.04.2020,1,,1,,,,250m,1500m,100m,100m,250m,300m,4,"Ruopigenstrasse 28, 6015 Luzern",12.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22589412,Wohnung,2410,2100,310,,6,3.Stock,,01.03.2020,1,,1,1,,,350m,1500m,500m,400m,400m,350m,NaN,"Fluhmattstrasse 40, 6004 Luzern",07.01.2020,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22855966,Wohnung,1950,1700,250,89,2.5,6.Stock,1987,,1,1,1,,1,,50m,,,,,20m,5,"Zürichstrasse 11, 6004 Luzern",14.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +23012007,Wohnung,1950,1700,250,91,3.5,6.Stock,,,1,,1,,1,,50m,,,,,20m,NaN,"Zürichstrasse 11, 6004 Luzern",14.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22966733,Wohnung,2090,1890,200,79,2.5,2.Stock,2011,01.04.2020,1,1,1,,1,,400m,,,,,400m,5,"Bürgenstrasse 9, 6005 Luzern",13.12.2019,luzern,26.02.2020,,,87,,,,,,,,,,,,,,,, +22577201,Wohnung,2290,2120,170,83,3.5,3.Stock,,01.04.2020,1,,,,,,,,,,,,NaN,"Fluhmattstrasse 63, 6004 Luzern",11.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22590765,Wohnung,1660,1540,120,46,2.5,EG,2019,01.03.2020,1,,1,,,,120m,,400m,480m,480m,700m,4,"Hirtenhofstrasse 4, 6005 Luzern",09.12.2019,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22788675,Wohnung,2380,2180,200,82,2.5,1.Stock,,01.03.2020,,1,1,1,1,1,120m,,560m,,,160m,NaN,"Werftestrasse 2, 6005 Luzern",09.12.2019,luzern,26.02.2020,1,,,,1,,,,,,1,,,,,,,, +22573651,Wohnung,2120,1860,260,108,4.5,3.Stock,,sofort,1,1,1,,,,,,,,,,NaN,"Rothenpark 5, 6015 Luzern",11.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22565782,Attika,1820,1600,220,,3.5,4.Stock,,sofort,1,,,,1,1,300m,,,,,400m,NaN,"Hirtenhofstrasse 16, 6005 Luzern",09.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22562465,Wohnung,2380,2180,200,74,3.5,1.Stock,,01.03.2020,,1,1,1,1,,300m,2000m,,,,300m,NaN,"Werftestrasse 2, 6005 Luzern",09.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22312527,Dachwohnung,4190,3800,390,163,3.5,5.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Pilatusstrasse 26, 6003 Luzern",10.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22575695,Wohnung,1680,1510,170,65,3,2.Stock,,nachVereinbarung,1,,1,,1,,,,,,,,NaN,"Löwengrube 5, 6014 Luzern",11.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21562437,Wohnung,1750,1600,150,40,2,,2019,sofort,,,1,1,,,130m,,400m,400m,400m,500m,3,"Sternmattstrasse 18, 6006 Luzern",,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22590766,Wohnung,1990,1850,140,64,2.5,,2019,01.03.2020,1,,1,,,,120m,,400m,480m,480m,700m,4,"Hirtenhofstrasse 4, 6005 Luzern",09.12.2019,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22544942,Wohnung,1430,1290,140,,2,3.Stock,,sofort,,,,1,1,,,,,,,,NaN,"Bernstrasse 9, 6003 Luzern LU",05.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22545956,Wohnung,1930,1655,275,90,4,,,nachVereinbarung,1,1,1,1,1,,50m,,100m,100m,,150m,NaN,"Giselistrasse 8, 6006 Luzern",06.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22543276,Wohnung,1780,1530,250,92,4.5,2.Stock,,sofort,,,,,,,,,,,,,NaN,"Imfangring 16, 6005 Luzern",05.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22544940,Wohnung,700,,,10,1,3.Stock,,nachVereinbarung,1,1,1,,1,,,,,,,,NaN,"Obergütschstrasse 33, 6003 Luzern LU",05.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22542238,Wohnung,2710,2450,260,102,3.5,2.Stock,1992,01.04.2020,1,1,1,,,,500m,2500m,,,,,3,"Alpenquai 20, 6005 Luzern",05.12.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22606066,Maisonette,6700,6300,400,190,4.5,4.Stock,,nachVereinbarung,1,,1,,1,,300m,600m,1000m,300m,300m,300m,NaN,6004 Luzern,07.12.2019,luzern,26.02.2020,,,215,,,,,,1,,,,,,8,,,, +22544025,Wohnung,2850,,,64,2.5,EG,,nachVereinbarung,1,1,1,,1,,100m,1000m,400m,650m,650m,400m,NaN,"Seeburgstrasse 26, 6006 Luzern",,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22546909,Dachwohnung,1100,925,175,40,2,,,sofort,,,,,1,,,,,,,,NaN,"Stollbergrain 3, 6003 Luzern",06.12.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +21921395,Wohnung,2470,2200,270,,4.5,,,sofort,,,1,,,,,,,,,,NaN,"Schäferweg 2, 6005 Luzern",09.12.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22539112,Wohnung,1540,1340,200,50,3,1.Stock,,sofort,,,,1,,1,180m,,80m,210m,,430m,NaN,"Blattenmoosstrasse 2, 6014 Luzern",05.12.2019,luzern,26.02.2020,1,,50,,,,,,,,,,,,,,,, +22908924,Wohnung,1590,1390,200,85,2.5,1.Stock,,sofort,,1,1,,,,,,,,,,NaN,"Büttenenhalde 49, 6006 Luzern",04.12.2019,luzern,26.02.2020,,,,,,,,,,1,,,,,,,,, +23001094,Wohnung,1360,1240,120,,2,1.Stock,,,1,,,1,1,,,,,,,,NaN,"Ruopigenstrasse 20, 6015 Luzern",04.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22525472,Wohnung,1540,1280,260,74,3.5,4.Stock,1978,nachVereinbarung,1,1,1,1,1,1,200m,,200m,500m,1500m,1000m,5,"Längweiherstr. 20, 6014 Luzern",03.12.2019,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22680126,Wohnung,1790,1610,180,68,3,1.Stock,,,,,1,,1,,100m,,,,,100m,NaN,"Bireggstrasse 14, 6003 Luzern",05.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22312306,Dachwohnung,1510,1300,210,65,3.5,3.Stock,,nachVereinbarung,1,,,,1,,,,,,,,NaN,"Bernstrasse 20, 6003 Luzern",14.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22521727,Maisonette,1860,1680,180,,2.5,4.Stock,,sofort,,,,,1,,,,,,,,NaN,"Eisengasse 13, 6004 Luzern",03.12.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22877792,Wohnung,1620,1500,120,65,3,3.Stock,,01.03.2020,1,,,,,,100m,,,,,100m,NaN,"Klosterstrasse 5, 6003 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22535439,Wohnung,1500,1350,150,90,3.5,4.Stock,2018,sofort,1,,,,,,,,,,,,6,"Bennenegg, 13, 6014 Luzern LU",04.12.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22541852,Wohnung,1900,1620,280,80,4,3.Stock,1960,nachVereinbarung,1,1,,1,1,1,100m,,100m,1000m,1000m,150m,4,"Matthofring 24, 6005 Luzern",05.12.2019,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22523899,Wohnung,1720,1460,260,89,4.5,6.Stock,1978,nachVereinbarung,1,1,1,1,1,1,200m,,200m,500m,1500m,1000m,5,"Längweiherstr. 20, 6014 Luzern",03.12.2019,luzern,26.02.2020,1,1,,,,,,,,,,,,,,,,, +22500594,Wohnung,2310,2060,250,100,4.5,1.Stock,,01.03.2020,,,,,,,50m,,750m,750m,750m,100m,NaN,"Denkmalstrasse 5, 6006 Luzern",28.11.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22506960,Wohnung,1535,1280,255,79,2.5,4.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Brünigstrasse 16, 6005 Luzern",29.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22495995,Wohnung,1750,,,58,2.5,6.Stock,1963,nachVereinbarung,1,,1,,,,,,,,,,3,"Winkelriedstrasse 56, 6003 Luzern LU",27.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22518092,Dachwohnung,1850,1700,150,63,2.5,6.Stock,1923,01.05.2020,1,,1,1,,,,,,,,,3,"Kasimir-Pfyffer-Strasse 15, 6003 Luzern",02.12.2019,luzern,26.02.2020,,,,,,1,,,,1,,,,,,,,, +22493964,Wohnung,2250,1950,300,103,4,2.Stock,,sofort,1,,1,,1,,10m,1000m,,,,80m,NaN,"Klosterstrasse 12a, 6003 Luzern",27.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22492125,Dachwohnung,1240,1050,190,50,2.5,4.Stock,1923,nachVereinbarung,,,,,,,,,,,,,5,"Neustadtstrasse 31, 6003 Luzern",27.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22991228,Wohnung,1880,1690,190,84,3.5,EG,2018,sofort,1,1,1,,1,1,50m,,280m,2000m,,1830m,6,"Büttenenring 1a, 6006 Luzern",,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22884417,Wohnung,2750,2500,250,,3.5,5.Stock,2019,01.03.2020,1,1,1,1,1,1,390m,,360m,870m,1000m,660m,NaN,"Hirtenhofring 30, 6005 Luzern",29.11.2019,luzern,26.02.2020,1,,96,,1,1,,,,,1,,,,,,,, +22529385,Dachwohnung,3459,3119,340,167,5.5,6.Stock,2011,01.03.2020,1,,1,1,1,1,200m,1000m,,,,300m,5,"Bleicherstrasse 21, 6003 Luzern",29.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22516547,Wohnung,2450,2200,250,100,4,1.Stock,1903,01.04.2020,1,,,,1,,,,,,,,4,"Maihofstrasse 27, 6004 Luzern",02.12.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22476304,Wohnung,1450,,,42,2.5,5.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,"Morgartenstrasse 5, 6003 Luzern",25.11.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22465608,Wohnung,2130,1890,240,89,3,4.Stock,2012,01.04.2020,,,1,,1,,100m,,,,,100m,5,"Bruchstrasse 4, 6003 Luzern",22.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22486628,Einzelzimmer,920,,,31,1,EG,,sofort,1,,1,,,,200m,1500m,500m,500m,1200m,500m,NaN,"Wesemlinstrasse 15, 6006 Luzern",26.11.2019,luzern,26.02.2020,,,31,,,,,,,,,,,,,,,, +22768645,Wohnung,1750,1490,260,74,4,1.Stock,1974,sofort,1,1,,1,1,,,,,,,,5,"Hirtenhofstrasse 6, 6005 Luzern",25.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22991950,Wohnung,3120,2900,220,106,4.5,4.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,"Winkelriedstrasse 32, 6003 Luzern",22.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22477147,Wohnung,2000,1800,200,77,3,1.Stock,,sofort,,,1,1,,,,,,,,,NaN,"Hertensteinstrasse 66, 6004 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22339467,Wohnung,1325,1185,140,34,1.5,4.Stock,1975,sofort,1,1,1,,1,,400m,8000m,600m,600m,2000m,2000m,NaN,"Kreuzbuchrain 14, 6006 Luzern",25.11.2019,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +21849431,Wohnung,2350,2100,250,107,4.5,5.Stock,,nachVereinbarung,1,1,1,,1,,,,,,,,NaN,"Kreuzbuchstrasse 101, 6006 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22476228,Wohnung,1700,,,,3,1.Stock,,02.03.2020,1,,,,,,,,,,,,NaN,"Ruflisbergstrasse, 6006 Luzern",25.11.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22310608,Wohnung,2000,1800,200,97,4,6.Stock,1951,nachVereinbarung,,,,,,,10m,,,,100m,20m,5,"Hallwilerweg 16, 6003 Luzern",26.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22443703,Wohnung,2400,2100,300,105,4.5,2.Stock,,sofort,1,1,1,,1,1,100m,3000m,,,,300m,NaN,"Langensandstrasse 74, 6005 Luzern",19.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22451028,Wohnung,1470,1250,220,80,3.5,3.Stock,1984,nachVereinbarung,,,1,,,,,,,,,,6,"Obergütschrain 7, 6003 Luzern",20.11.2019,luzern,26.02.2020,,,,,,,,,,,,220m³,,,,,,, +22991951,Wohnung,3020,2800,220,107,3.5,2.Stock,,01.04.2020,1,,1,,,,,,,,,,NaN,"Winkelriedstrasse 32, 6003 Luzern",22.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22905876,Wohnung,1946,1696,250,89,4.5,3.Stock,1974,nachVereinbarung,1,,1,,,1,100m,,500m,2000m,2000m,2000m,5,"Büttenenstrasse 16, 6006 Luzern",19.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22443702,Wohnung,2600,2400,200,100,2.5,4.Stock,1642,,,,,,,,50m,1500m,,,,150m,NaN,"Furrengasse 11, 6004 Luzern",19.11.2019,luzern,26.02.2020,,,100,,,,,,,,,,,,,,,, +22450415,Wohnung,1619,1489,130,55,2.5,1.Stock,1958,sofort,,,,,,,300m,2000m,500m,500m,500m,500m,3,"Grüneggstrasse 10, 6005 Luzern",20.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22447435,Wohnung,1520,1300,220,70,3.5,4.Stock,,sofort,,,,,,,100m,400m,,,,200m,NaN,"Obergrundstrasse 85, 6005 Luzern",20.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +19863483,Wohnung,1670,1450,220,81,3.5,2.Stock,1965,nachVereinbarung,,,1,,,,,,,198m,,,5,"Maihofstr. 68A, 6006 Luzern",15.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22395380,Wohnung,1800,1600,200,,3.5,6.Stock,,nachVereinbarung,1,,1,,1,,,,,,,,NaN,"Birkenstrasse 11, 6003 Luzern",12.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22505763,Wohnung,1990,1830,160,74,2.5,4.Stock,,,,,1,,1,,,,,,,,NaN,"Löwengraben 11|13, 6004 Luzern",14.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21396180,Wohnung,1550,,,,4,1.Stock,1960,sofort,1,,,,1,,200m,1000m,,,,500m,NaN,"Rothenring 25, 6015 Luzern",07.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22442762,Wohnung,1890,1650,240,,4.5,,,nachVereinbarung,1,,,,1,,,,,,,,NaN,"Giselistrasse 4, 6006 Luzern",06.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22393200,Wohnung,1950,1750,200,58,2.5,2.Stock,,12.04.2020,1,,,1,,1,630m,,1170m,340m,,90m,NaN,"Fluhmattstrasse 2, 6004 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22738965,Wohnung,1820,1680,140,64,2.5,1.Stock,1923,,1,,,,,1,250m,1000m,500m,500m,,250m,3,"Dammstrasse 11, 6003 Luzern",11.11.2019,luzern,26.02.2020,,,73,,,,,,,,,,,,,,,, +22367561,Maisonette,2000,1800,200,80,2.5,EG,2003,nachVereinbarung,1,,,,,,100m,4000m,2000m,1000m,1000m,1000m,4,"Schlösslihalde 15E, 6006 Luzern",07.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22370207,Wohnung,1290,1100,190,51,2,1.Stock,,,,,,,,,,,,,,,NaN,6004 Luzern,07.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22940890,Wohnung,1090,910,180,43,2.5,,,01.07.2020,1,,1,,1,1,,,,,,,NaN,"Fluhmühlerain 12, 6015 Luzern",06.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22371269,Wohnung,1600,1390,210,80,3,3.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Dufourstrasse 27, 6003 Luzern",08.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22940891,Wohnung,1495,1275,220,71,3.5,,,01.07.2020,1,,1,,1,1,,,,,,,NaN,"Fluhmühlerain 12, 6015 Luzern",06.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +15361217,Loft,1790,1440,350,140,2,2.Stock,2012,nachVereinbarung,,,,,1,,200m,2000m,,,,200m,6,"Grossmatte, 6014 Luzern",23.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22395812,Wohnung,1400,1200,200,,2.5,2.Stock,,sofort,,,,,,,,,,,,,NaN,"Schrotmättli 13A, 6014 Luzern",06.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22477231,Wohnung,1830,1530,300,80,3,1.Stock,,sofort,1,,,,1,,10m,,200m,200m,,500m,NaN,"Bodenhofstrasse 2, 6005 Luzern",04.11.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22359358,Wohnung,1500,,,,3,3.Stock,,sofort,1,,,1,1,1,8m,150m,200m,,,10m,NaN,"Obergrundstrasse 71a, 6003 Luzern",29.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22330000,Wohnung,4650,4200,450,152,5.5,,1976,,1,1,,,1,,50m,,1100m,1100m,,900m,NaN,"Bellerivestrasse 40, 6006 Luzern",02.11.2019,luzern,26.02.2020,1,,20,,,,,,1,,,,,,,,,, +22869780,Wohnung,1680,1540,140,68,3.5,1.Stock,,sofort,1,1,1,1,,,,,,,,,NaN,"Liebenauweg 10, 6006 Luzern",30.10.2019,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22491405,Wohnung,990,890,100,36,1,,,01.04.2020,,,1,,,,100m,,,,,100m,NaN,"Voltastrasse 40, 6005 Luzern",06.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22339984,Wohnung,1735,1520,215,91,3.5,2.Stock,1965,nachVereinbarung,,,,,,,,,,,,,5,"Studhaldenstrasse 3, 6005 Luzern",04.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22357464,Wohnung,2470,2210,260,115,5.5,EG,,sofort,,,1,1,,,,,,,,,NaN,"Büttenenhalde 36, 6006 Luzern",06.11.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22145238,Attika,2050,1950,100,60,2.5,6.Stock,2014,sofort,,,1,,1,,240m,,,,,320m,3,"Burgerstrasse 17, 6003 Luzern",06.11.2019,luzern,26.02.2020,,1,60,,,,,,,,,,,,,,,, +21339799,Wohnung,2235,1950,285,120,4.5,1.Stock,,sofort,1,1,1,,1,,,,,,,,NaN,"Geissmattstrasse 46, 6004 Luzern",31.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22270596,Terrassenwohnung,1920,1700,220,75,3.5,EG,,sofort,1,1,1,1,1,,200m,1500m,1000m,1000m,3000m,1000m,NaN,"Bergstrasse 36, 6004 Luzern",23.10.2019,luzern,26.02.2020,1,,,1,,,,,,,,,,,,,,, +22271830,Wohnung,1920,1700,220,75,3.5,1.Stock,,sofort,1,1,1,,,,200m,1500m,,,,1000m,NaN,"Bergstrasse 36, 6004 Luzern",23.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22307221,Wohnung,2140,1890,250,108,4.5,2.Stock,,01.04.2020,1,1,1,,,,,,,,,,NaN,"Rothenpark 3, 6015 Luzern",29.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22306027,Wohnung,2230,2010,220,88,3.5,3.Stock,,01.06.2020,1,,1,,,,50m,5000m,50m,50m,2200m,50m,NaN,"Kreuzbuchstrasse 65, 6006 Luzern",29.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22263782,Wohnung,2990,2710,280,135,4,1.Stock,,01.04.2020,1,,,,,,10m,,,,,10m,4,"Hirschmattstrasse 28, 6003 Luzern",22.10.2019,luzern,26.02.2020,,,182,,,,,,,,,,,,,,,, +22991231,Attika,2360,2170,190,73,2.5,6.Stock,,sofort,1,,1,1,1,,,,,,,,NaN,"Eschenstrasse 26, 6005 Luzern",25.10.2019,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +22287772,Wohnung,2360,2170,190,73,3.5,5.Stock,1963,sofort,,,,,,,,,,189m,,,2,"Neustadtstr. 6, 6003 Luzern",25.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22410050,Wohnung,1920,1690,230,105,4.5,2.Stock,,sofort,1,,1,,,,140m,4000m,250m,400m,400m,500m,NaN,"Giselihalde 9, 6006 Luzern",28.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22918680,Dachwohnung,2500,2300,200,120,2.5,2.Stock,,nachVereinbarung,,1,,,,,,,,,,,NaN,6006 Luzern,28.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22306028,Wohnung,2880,2590,290,115,4.5,3.Stock,,01.06.2020,1,,1,,,,50m,5000m,50m,50m,2200m,50m,NaN,"Kreuzbuchstrasse 65, 6006 Luzern",29.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22420914,Wohnung,1340,1250,90,36,1.5,2.Stock,,nachVereinbarung,1,,1,,,,50m,2000m,,,,20m,NaN,"Langensandstrasse, 6005 Luzern",18.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22420911,Wohnung,2680,2500,180,84,3.5,5.Stock,2018,nachVereinbarung,1,,1,,,,50m,2000m,,,,100m,4,"Langensandstrasse, 6005 Luzern",18.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22770777,Wohnung,1600,1440,160,46,3.5,,,sofort,,,,,,,150m,,710m,720m,,510m,NaN,"Geissmattstrasse 3, 6004 Luzern",,luzern,26.02.2020,,1,,1,,,,,,,,,,,,,,, +22221444,Wohnung,1530,1350,180,70,3.5,3.Stock,,nachVereinbarung,1,,,,1,,,,,,,,NaN,"Maihofstrasse 6, 6004 Luzern",15.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22238909,Wohnung,2020,1720,300,109,4.5,2.Stock,1982,,1,1,1,,1,1,300m,3000m,200m,600m,200m,500m,4,"Matthof 26, 6014 Luzern",17.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22908855,Wohnung,1900,1700,200,,3.5,2.Stock,,sofort,1,,1,,,,80m,,,,,850m,NaN,"Steinhofstrasse 60, 6003 Luzern",16.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22238609,Wohnung,1560,1390,170,70,3,5.Stock,,sofort,,,1,1,,,,,,,,150m,NaN,"Alpenstrasse 5, 6004 Luzern",17.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22260550,Wohnung,1820,1620,200,90,4.5,3.Stock,1961,nachVereinbarung,,1,,1,,1,,,,,,,5,"Würzenbachhalde 7, 6006 Luzern",22.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22251801,Wohnung,1565,1460,105,35,2.5,4.Stock,1985,nachVereinbarung,,,1,,,,,,,,,,2,"Seehof 7, 6004 Luzern LU",20.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22245838,Wohnung,1565,1460,105,35,2.5,4.Stock,1985,nachVereinbarung,,,1,,,,,,,,,,2,"Seehof 7, 6004 Luzern",18.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22196532,Wohnung,1710,1480,230,71,3.5,3.Stock,1961,nachVereinbarung,,,1,,,,,,,184m,,,4,"Neustadtstr. 8c, 6003 Luzern",11.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22223176,Wohnung,1550,1300,250,72,4,7.Stock,1966,nachVereinbarung,,,,,,,700m,,400m,800m,800m,1000m,5,"Fluhmühlerain 9, 6015 Luzern",15.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22870036,Wohnung,1870,1690,180,75,3,2.Stock,1940,sofort,1,,,,1,,300m,1000m,400m,400m,,400m,4,"Rankhofstrasse 20, 6006 Luzern",15.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21193155,Dachwohnung,2100,1870,230,100,4.5,,,nachVereinbarung,,,,,,,,,,,,,4,"Bernstrasse 57 b, 6003 Luzern",03.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22210067,Wohnung,1930,1750,180,60,3,2.Stock,,sofort,,,,1,,,100m,,,,,100m,NaN,"Friedenstrasse 7, 6004 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +17323378,Wohnung,1890,1650,240,97,3.5,EG,2018,sofort,1,1,1,1,1,1,20m,,650m,610m,,20m,6,"Grossmatte 2A-I, 6014 Luzern",,luzern,26.02.2020,,,,,1,1,,,,,,,,,,,,, +22918689,Wohnung,1460,1360,100,67,1.5,1.Stock,,nachVereinbarung,,,,,,,,,,,,,NaN,6014 Luzern,03.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21989914,Wohnung,950,800,150,18,1.5,1.Stock,,sofort,,,,,1,,100m,,,,,100m,NaN,"Grimselweg 4, 6005 Luzern",15.10.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +21689361,Wohnung,1790,1540,250,80,3.5,4.Stock,,sofort,1,,1,,1,,,,,,,,NaN,"Unter-Geissenstein 8, 6005 Luzern",14.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22089242,Wohnung,1995,1615,380,110,4.5,2.Stock,1978,nachVereinbarung,,,1,,,,,,,307m,,,6,"Liebenauweg 6, 6006 Luzern",03.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22122909,Wohnung,1620,1470,150,,3.5,3.Stock,,sofort,1,1,,,1,,,,,,,,NaN,"Mattweg, 6014 Luzern",30.09.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21872717,Dachwohnung,1590,1300,290,58,3,2.Stock,,sofort,1,,,1,1,,250m,2000m,,500m,500m,250m,NaN,"Hochrütiring 11, 6005 Luzern",30.09.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22137579,Wohnung,1820,1700,120,58,2.5,7.Stock,1964,nachVereinbarung,,,,,,,,,,,,,3,"Winkelriedstrasse 56, 6003 Luzern",30.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22129023,Wohnung,1800,1600,200,70,3.5,1.Stock,,sofort,1,,,,,,,,,,,,NaN,"St.-Karli-Strasse, 6004 Luzern",01.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22130587,Wohnung,3100,2850,250,110,5,1.Stock,1923,sofort,1,,,,1,,250m,,,,,,3,"Adligenswilerstrasse 25, 6006 Luzern",02.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21427926,Wohnung,2690,2350,340,120,4.5,2.Stock,,,1,1,1,,1,1,,,,,,,NaN,"Rosenbergweg 2, 6004 Luzern",24.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22130578,Wohnung,1580,1370,210,72,3.5,1.Stock,1992,,1,1,1,,,,300m,,,,,300m,5,"Kanonenstrasse 8, 6003 Luzern",02.10.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22143919,Dachwohnung,2140,1840,300,103,3.5,6.Stock,2016,nachVereinbarung,1,,1,,1,,,,,,,,5,"Cheerstrasse 13d, 6014 Luzern",03.10.2019,luzern,26.02.2020,1,,,,,,,,,,1,,,,,,,, +22128369,Wohnung,3000,2700,300,130,4.5,EG,1963,sofort,1,1,,1,1,,,,,,,,3,"Langensandweg 12, 6005 St. Niklausen LU",01.10.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22420861,Wohnung,1550,1320,230,,3,4.Stock,,sofort,,,,,,,,,,,,,NaN,"Dammstrasse 17, 6003 Luzern",24.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21223579,Maisonette,2500,2250,250,118,4.5,2.Stock,1992,sofort,1,,1,1,1,1,100m,3000m,200m,200m,750m,300m,3,"Jodersmatt 8, 6014 Luzern",13.09.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22035194,Wohnung,1850,1620,230,77,3.5,3.Stock,1965,nachVereinbarung,1,1,1,,,,,,,198m,,,4,"Maihofstr. 68A, 6006 Luzern",16.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22012547,Wohnung,1920,1800,120,73,2.5,5.Stock,1909,nachVereinbarung,,,,1,1,,100m,,,,,250m,4,"Zähringerstrasse 7, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22035275,Wohnung,1700,1590,110,60,2.5,,,,,,,,,,,,,,,,NaN,6015 Luzern / LU,16.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,1, +22040351,Wohnung,1680,1480,200,80,3.5,,,sofort,1,1,,1,1,1,10m,,430m,2660m,,1150m,NaN,"Obergütschstrasse 9, 6003 Luzern",,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22049589,Wohnung,2995,2740,255,96,4,7.Stock,2019,sofort,1,1,1,1,1,,230m,,500m,310m,,300m,4,"Wesemlinstrasse 2, 6006 Luzern",,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22420909,Wohnung,1990,1870,120,58,2.5,3.Stock,2018,nachVereinbarung,1,,1,,,,50m,2000m,,,,100m,4,"Langensandstrasse, 6005 Luzern",23.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +16241976,Wohnung,4990,4690,300,160,5.5,EG,,sofort,1,1,1,1,1,1,350m,3200m,1000m,1000m,1500m,1000m,NaN,"Bellerivestrasse 25, 6006 Luzern",,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +22388299,Wohnung,1700,1430,270,103,5.5,4.Stock,1967,nachVereinbarung,1,,,,,,500m,,400m,400m,1000m,500m,5,"Unterwilrain 48, 6014 Luzern",20.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22402173,Wohnung,2025,1775,250,120,3.5,2.Stock,,sofort,,,1,,,,,,,,,,NaN,"An der Kleinen Emme 2, 6014 Luzern",17.09.2019,luzern,26.02.2020,,,,,,,,,,1,,,,,,,,, +21978396,Wohnung,1630,1450,180,,3,,,sofort,1,,1,,1,1,200m,1400m,,,,100m,NaN,"Bireggstrasse 29, 6003 Luzern",07.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22143938,Wohnung,1735,1490,245,79,3.5,3.Stock,,sofort,1,,1,,1,,,2000m,,,,500m,NaN,"Udelbodenstrasse 3, 6014 Luzern",06.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21976724,Wohnung,1840,1650,190,85,4,3.Stock,1960,sofort,,,1,,1,,,,,,,,4,"Maihofstrasse 44, 6004 Luzern",09.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22078309,Attika,3900,3600,300,130,4.5,6.Stock,2019,nachVereinbarung,1,,1,1,1,,250m,1200m,,,,,3,"Lindenhausstrasse 2a, 6005 Luzern",06.09.2019,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +21424634,Wohnung,2590,2350,240,90,4.5,,1905,sofort,1,,1,,,,,,,,,,3,"Obergrundstrasse 91, 6003 Luzern",09.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22248060,Wohnung,3400,2950,450,175,6.5,EG,1979,sofort,1,1,1,,1,,,,,,,,5,"Schweizerhausstrasse 15, 6006 Luzern",05.09.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21988166,Wohnung,1450,1250,200,68,3,2.Stock,,sofort,1,,,1,,1,180m,,80m,210m,,420m,NaN,"Blattenmoosstr 4, 6014 Luzern",,luzern,26.02.2020,1,,68,,,1,,,,,,,,,,,,, +21989818,Wohnung,1450,1300,150,55,2,3.Stock,,01.04.2020,1,,,,1,,300m,,400m,400m,400m,350m,NaN,"Hochrütistrasse 32, 6005 Luzern",23.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22983909,Attika,3900,,,152,4.5,8.Stock,,nachVereinbarung,1,,1,,,,,,,,,,NaN,6006 Luzern,12.09.2019,luzern,26.02.2020,,,,,1,,,,,,,,,,,,,, +21989801,Wohnung,1490,1290,200,70,3,1.Stock,1959,sofort,1,,,,1,,500m,1500m,,,,1000m,5,"Elfenaustrasse 29, 6005 Luzern",09.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22067158,Wohnung,2170,1850,320,110,4.5,1.Stock,,nachVereinbarung,1,1,1,1,1,1,,,,,,,NaN,"Büttenenhalde 38, 6006 Luzern",29.08.2019,luzern,26.02.2020,1,,,,,,,1,,,,,,,,,,, +21956732,Wohnung,1440,1260,180,35,2,2.Stock,1939,nachVereinbarung,,,,1,1,1,300m,,400m,400m,,,2,"Stollbergstrasse 18, 6003 Luzern",04.09.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +21944806,Wohnung,1480,1200,280,84,3.5,3.Stock,1970,01.04.2020,1,1,1,1,1,,10m,,500m,500m,1000m,100m,6,"Baselstrasse 33, 6003 Luzern",03.09.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +21817852,Wohnung,1470,1300,170,,3,2.Stock,,,1,,,,1,,320m,,,,,800m,NaN,"Würzenbachstrasse 51, 6006 Luzern",14.10.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21952482,Wohnung,2100,1870,230,99,4.5,1.Stock,1952,sofort,,,,,,,200m,2000m,500m,500m,500m,500m,4,"Grüneggstrasse 19, 6005 Luzern",04.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22420913,Wohnung,2190,2000,190,95,3.5,3.Stock,,nachVereinbarung,1,,1,,,,50m,2000m,,,,20m,NaN,"Langensandstrasse, 6005 Luzern",30.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20668824,Wohnung,2090,1890,200,92,3,2.Stock,2012,sofort,1,,1,,1,,100m,,,,,100m,5,"Bruchstrasse 4, 6003 Luzern",04.09.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22680136,Attika,4630,4200,430,180,6.5,9.Stock,,,1,1,1,1,1,1,50m,,100m,600m,1000m,500m,NaN,"Hirtenhofstrasse 36, 6005 Luzern",05.09.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22936864,Dachwohnung,1930,1800,130,73,2.5,4.Stock,2016,nachVereinbarung,1,1,1,,1,,700m,2000m,,400m,,400m,5,"Zihlmattweg 19, 6005 Luzern",04.09.2019,luzern,26.02.2020,1,,,,,1,,,,,,,,,,,,, +21896013,Wohnung,2400,2190,210,94,3.5,1.Stock,2017,sofort,,,,,,,,,,,,,5,"Stutzstrasse 2, 6005 Luzern",26.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22727539,Wohnung,1330,1180,150,61,2.5,EG,2018,sofort,1,,1,1,1,1,20m,,650m,610m,,20m,6,"Grossmatte 2A-I, 6014 Luzern",,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +21894812,Wohnung,1285,1190,95,32,1,3.Stock,2019,nachVereinbarung,1,,,,1,,100m,2000m,,,,100m,4,"Ledergasse 10, 6004 Luzern",26.08.2019,luzern,26.02.2020,,1,,,,1,,,,,,,,,,,,, +19222117,Wohnung,1990,1840,150,,3.5,,,sofort,1,,,,1,,40m,,490m,540m,490m,330m,NaN,"Maihofstrasse 39, 6004 Luzern",,luzern,26.02.2020,,,,,,1,,,,,,,,,,,,, +22944033,Wohnung,2220,,,100,4.5,,,01.03.2020,1,,1,,,1,200m,5000m,470m,470m,2200m,300m,NaN,"Seefeldstrasse, 6006 Luzern",19.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22562464,Wohnung,4885,4605,280,159,4.5,4.Stock,2019,16.03.2020,1,,1,,1,1,50m,2300m,400m,350m,500m,400m,3,"Fluhmattstrasse 36, 6004 Luzern",23.08.2019,luzern,26.02.2020,,,186,,,,,,,,,,,,,,,, +21821682,Wohnung,2650,2350,300,114,3.5,6.Stock,,nachVereinbarung,,,,,,,300m,,700m,700m,700m,100m,NaN,"Winkelriedstrasse 36, 6003 Luzern",14.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21859115,Wohnung,1540,1310,230,80,3.5,4.Stock,,nachVereinbarung,,,,,,,5m,,10m,10m,350m,50m,NaN,"Matthofring 62, 6005 Luzern",21.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22264243,Wohnung,1500,1310,190,50,2.5,,,sofort,1,,1,,1,,50m,,,,,,NaN,"Klosterstrasse 15, 6003 Luzern",12.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21797074,Loft,1510,1360,150,67,1.5,1.Stock,1979,sofort,1,,,1,1,,100m,3000m,,,,300m,3,"Oberbergsrasse 3, 6014 Luzern",09.08.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21811549,Wohnung,1340,1200,140,51,2,2.Stock,1943,nachVereinbarung,,,,,,,,,,,,,4,"Sagenmattstrasse 20, 6003 Luzern",13.08.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22417138,Wohnung,1310,1130,180,37,2,EG,,nachVereinbarung,1,,,1,1,,,,,,,,NaN,"Stollbergstrasse 18, 6003 Luzern",22.07.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21910259,Wohnung,1470,1250,220,70,3.5,,,sofort,1,,,1,1,,,,,,,,NaN,"Unterwilrain 44, 6014 Luzern",27.07.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22518393,Wohnung,1650,1500,150,,3.5,1.Stock,,sofort,1,,,,1,1,200m,,130m,450m,450m,650m,NaN,"Obermättlistrasse 6, 6015 Luzern",17.07.2019,luzern,26.02.2020,1,,,,,1,,,,,1,,,,,,,, +22032116,Wohnung,2295,2075,220,110,4.5,1.Stock,,nachVereinbarung,1,,,,1,,,,,,,,NaN,"Zürichstrasse 83, 6004 Luzern",09.08.2019,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +21652740,Wohnung,2900,2700,200,,3.5,5.Stock,,sofort,,,1,1,,,,,,,,,NaN,"Zentralstrasse 18, 6003 Luzern",16.07.2019,luzern,26.02.2020,1,,,,,1,,,,1,,,,,,,,, +21647844,Attika,2590,2340,250,100,3.5,5.Stock,2019,sofort,1,1,1,1,1,,10m,1000m,500m,500m,500m,100m,5,"Luzernerstrasse 133a, 6014 Luzern",15.07.2019,luzern,26.02.2020,1,,,,1,1,,,,,,,,,,,,, +22870033,Wohnung,5200,4800,400,218,4.5,1.Stock,2013,,1,1,1,,1,,400m,1600m,,,,,3,"Guggistrasse 14a, 6005 Luzern",07.08.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22064417,Wohnung,7900,7000,900,230,6.5,1.Stock,1772,nachVereinbarung,1,,1,,1,,160m,1100m,220m,550m,1200m,450m,NaN,6003 Luzern,19.07.2019,luzern,26.02.2020,,,5613,,,,,,1,,,,,,3,,,,7838 +22111070,Attika,2400,2210,190,73,2.5,6.Stock,,sofort,1,1,1,,1,,,,,,,,NaN,"Eschenstrasse 26, 6005 Luzern",15.07.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21735401,Wohnung,1470,1330,140,72,2.5,4.Stock,1962,,,,1,,,,,,,,,,5,"Neustadtstrasse 7, 6003 Luzern",30.07.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21250768,Wohnung,1630,1390,240,82,3.5,13.Stock,1970,nachVereinbarung,,1,1,,1,,800m,,450m,450m,1500m,1100m,NaN,"Waldstrasse 5, 6015 Luzern",10.07.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22717532,Maisonette,3900,3455,445,184,5.5,3.Stock,1992,sofort,1,1,1,,1,1,,,,,,,4,"Schönbühlstrand 14, 6005 Luzern",02.07.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21586549,Dachwohnung,3700,,,127,4.5,5.Stock,2017,,1,,1,,1,,30m,,,,,50m,4,"Hirschmattstrasse 8, 6003 Luzern",18.11.2019,luzern,26.02.2020,,,152,,,,,,,,,,,,,,,, +22482938,Wohnung,1850,1660,190,75,3.5,2.Stock,,sofort,1,,1,1,1,1,200m,1000m,,,,200m,NaN,"St. Karlistrasse 66, 6004 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21557672,Wohnung,8550,,,227,5,3.Stock,1982,sofort,1,1,,,,,50m,,,,,,NaN,"Haldenstrasse 22, 6006 Luzern",12.12.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +21586554,Maisonette,6900,,,320,8,3.Stock,,sofort,1,1,1,,1,1,100m,,300m,500m,,300m,NaN,"Langensandstrasse, 6005 Luzern",05.07.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22855964,Maisonette,2050,1850,200,81,3.5,5.Stock,1987,,1,1,1,,1,,100m,,,,,100m,4,"Museggstrasse 8a, 6004 Luzern",29.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21260347,Wohnung,1770,1620,150,70,3.5,,,,,,,,,,,,,,,,NaN,6015 Luzern / LU,10.07.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21517240,Wohnung,4461,4301,160,121,4.5,2.Stock,,sofort,1,,1,,,,,,,,,,NaN,"Brandgässli 5, 6004 Luzern",26.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22060086,Wohnung,1540,1390,150,70,,,,,1,,,,1,,100m,1000m,,,,100m,NaN,"Stollberghalde 18, 6003 Luzern",11.01.2020,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20957707,Wohnung,3365,2910,455,160,6,1.Stock,1898,nachVereinbarung,1,,,,1,,170m,1100m,,,,400m,5,"Reckenbühlstrasse 8, 6005 Luzern",06.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21460841,Wohnung,1490,1300,190,,3,2.Stock,,sofort,1,,,1,,,,,,,,,NaN,"Grüneggstrasse 26, 6005 Luzern",14.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22855969,Wohnung,3150,2800,350,153,4.5,7.Stock,1987,,1,,1,,1,,20m,,,,,20m,5,"Zürichstrasse 7, 6004 Luzern",08.06.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22483790,Wohnung,3870,3650,220,119,3.5,6.Stock,,sofort,1,1,1,,1,1,100m,,400m,400m,,100m,NaN,"Schönbühlring 18, 6005 Luzern",21.06.2019,luzern,26.02.2020,1,,,,1,,,,,,,,,,,,,, +21514434,Wohnung,1430,1290,140,35,2.5,,,nachVereinbarung,,,,,,,150m,,400m,610m,,260m,NaN,"Bernstrasse 3, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22492564,Maisonette,1550,1350,200,73,3.5,4.Stock,,sofort,1,,,,1,,100m,,,,,300m,NaN,"Bernstrasse 75, 6003 Luzern",06.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21395783,Wohnung,7400,,,227,6,1.Stock,1982,,1,1,1,,,,50m,,,,,,NaN,"Haldenstrasse 28, 6006 Luzern",07.06.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21285726,Wohnung,1670,1420,250,87,3.5,2.Stock,1983,sofort,1,1,1,,1,1,300m,3000m,200m,500m,700m,400m,5,"Matthof 22, 6014 Luzern",21.05.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20898914,Wohnung,1780,1610,170,,4,3.Stock,,sofort,,,,1,1,,20m,,490m,700m,,350m,NaN,"Baselstrasse 97, 6003 Luzern",,luzern,26.02.2020,,1,,,,,,,,,,,,,,,,, +22420910,Wohnung,2280,2100,180,85,3.5,1.Stock,2018,nachVereinbarung,1,,1,,,,50m,2000m,,,,100m,5,"Langensandstrasse, 6005 Luzern",03.06.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21218628,Wohnung,2230,2050,180,95,3.5,6.Stock,,nachVereinbarung,1,,1,,1,,50m,2000m,,,,,NaN,"Rank 1, 6006 Luzern",10.05.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20591414,Wohnung,1710,1510,200,79,3.5,3.Stock,,sofort,,,,,,,,,,,,,NaN,"Imfangring 16, 6005 Luzern",26.04.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21200202,Wohnung,1640,1415,225,84,2,4.Stock,1956,nachVereinbarung,,,1,,1,,200m,,1500m,1500m,1500m,10m,5,"Weinmarkt 11, 6004 Luzern",08.05.2019,luzern,26.02.2020,,1,,,,,,,,,,,,1,,,,, +22483793,Wohnung,1420,1250,170,57,3,3.Stock,,sofort,1,,,,1,,150m,3500m,,,,150m,NaN,"Imfangring 28, 6005 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +20634110,Wohnung,2240,1940,300,94,4.5,4.Stock,1998,nachVereinbarung,,,,1,,,5m,1000m,250m,300m,300m,100m,4,"Obergrundstrasse 73, 6003 Luzern",26.03.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20882306,Wohnung,2189,1949,240,109,4,2.Stock,,sofort,,,,,,,,,,,,,NaN,"Obergrundstrasse 106, 6005 Luzern",22.03.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22483819,Wohnung,2550,2400,150,46,2.5,4.Stock,,sofort,1,,,,1,,150m,,,,,50m,NaN,"Grabenstrasse 7 | Weggisgasse 8, 6004 Luzern",27.03.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +21216722,Attika,2590,2340,250,100,3.5,5.Stock,2019,sofort,1,1,1,1,1,1,20m,3000m,200m,200m,200m,50m,3,"Luzernerstrasse 133 a, 6014 Luzern",10.05.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +21855416,Wohnung,2970,2700,270,120,4.5,4.Stock,,sofort,1,1,,1,,,,,,,,,NaN,"Wesemlinrain 8, 6006 Luzern",17.05.2019,luzern,26.02.2020,,,,,,,,,1,,,,,,,,,, +22558083,Wohnung,1670,1420,250,64,4,EG,,sofort,1,1,1,,1,1,100m,,400m,400m,,400m,NaN,"Sagenmattrain 3, 6003 Luzern",31.03.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22483813,Wohnung,2020,1790,230,89,3.5,2.Stock,,nachVereinbarung,1,,1,,,1,100m,3000m,500m,300m,,500m,NaN,"Adligenswilerstrasse 99, 6006 Luzern",07.03.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +20426847,Wohnung,2550,,,56,2.5,1.Stock,,sofort,1,1,1,1,1,,150m,,,,,300m,NaN,"Kreuzbuchstrasse 33b, 6006 Luzern",16.01.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22420915,Wohnung,2590,2350,240,119,4.5,2.Stock,,nachVereinbarung,1,,1,,,1,50m,2000m,,,,20m,NaN,"Langensandstrasse, 6005 Luzern",01.03.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22483749,Wohnung,4800,4400,400,207,6,1.Stock,,sofort,1,,1,,1,1,500m,1500m,500m,1000m,,500m,NaN,"Rigistrasse 64, 6006 Luzern",21.03.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +22483743,Wohnung,4050,3600,450,207,6,EG,,nachVereinbarung,1,,1,,1,1,500m,1500m,500m,1000m,,500m,NaN,"Rigistrasse 64, 6006 Luzern",01.02.2019,luzern,26.02.2020,1,,,,,,,,1,,,,,,,,,, +21825642,Wohnung,1430,1290,140,35,2.5,,,nachVereinbarung,,,,,,,150m,,400m,610m,,250m,NaN,"Bernstrasse 5, 6003 Luzern",,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +20657528,Wohnung,1840,1660,180,78,1.5,2.Stock,1975,nachVereinbarung,,,1,1,1,,400m,,600m,80m,80m,40m,NaN,"Rössligasse 16, 6004 Luzern",18.02.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22104581,Wohnung,1890,1610,280,,4.5,3.Stock,,sofort,,,,,1,,,,,,,,NaN,"Studhaldenstrasse 37, 6005 Luzern",26.02.2019,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, +22420912,Wohnung,1540,1450,90,36,1.5,7.Stock,,nachVereinbarung,1,,1,,,,50m,2000m,,,,20m,NaN,"Langensandstrasse, 6005 Luzern",01.03.2019,luzern,26.02.2020,,,,,,,,,,,,,,,,,,, +22483750,Wohnung,1350,1180,170,57,3,2.Stock,,sofort,1,,,,1,,100m,3000m,,,,100m,NaN,"Imfangring 28, 6005 Luzern",09.01.2020,luzern,26.02.2020,1,,,,,,,,,,,,,,,,,, diff --git a/your-project/Data/flats_zuerich.csv b/your-project/Data/flats_zuerich.csv new file mode 100644 index 0000000..3ad0435 --- /dev/null +++ b/your-project/Data/flats_zuerich.csv @@ -0,0 +1,960 @@ +,Objektart,MietpreisproMonat,Zimmer,Verfügbarab,rating,adress,publication_date,city,DateofScrapping,Wohnfläche,Geschoss,Kabel-TV,Rollstuhlgängig,Baujahr,Balkon(e),Einstellplatz,Aussenparkplatz,Cheminée,MietpreisproMonat(exkl.NK),Nebenkosten,Lift,ÖV-Haltestelle,Einkaufsmöglichkeit,Haustiereerlaubt,Autobahn,Kindergarten,Primarschule,Sekundarschule,Raumhöhe,Wohnungen,Bäder,Neubau,Still,Sonnig,Nutzfläche,Toiletten,Kinderfreundlich,Erstbezug,Minergie-zertifiziert,AltesGebäude,Geschirrspülmaschine,Wasseranschluss,Kubatur,Eckhaus,Veranda,Hochparterre,Hebebühne,Anfahrrampe,Holzofen,Grundstückfläche +23026064,Wohnung,3530,4.5,nachVereinbarung,NaN,8047 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025958,Wohnung,1125,1,nachVereinbarung,NaN,8052 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025554,Wohnung,1200,1,01.05.2020,NaN,"Limmattalstrasse 71, 8049 Zürich ZH",26.02.2020,zuerich,26.02.2020,25,EG,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025557,Wohnung,3000,3.5,nachVereinbarung,NaN,8057 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025556,Wohnung,1650,2,nachVereinbarung,NaN,8004 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025959,Wohnung,950,1,sofort,6,8050 Zürich ZH,26.02.2020,zuerich,26.02.2020,30,1.Stock,,,2005,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23026014,Wohnung,3360,3,nachVereinbarung,NaN,8003 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025969,Wohnung,1950,3.5,nachVereinbarung,NaN,8055 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025678,Wohnung,3360,3,01.04.2020,NaN,"Zentralstrasse 125, 8003 Zürich",26.02.2020,zuerich,26.02.2020,76,4.Stock,,,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025970,Wohnung,2580,3.5,nachVereinbarung,NaN,8037 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025154,Wohnung,1690,1.5,,NaN,8038 Zürich,26.02.2020,zuerich,26.02.2020,41,1.Stock,,,,,,,,1490,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024860,Dachwohnung,3480,2.5,01.06.2020,4,"Konkordiastrasse 13, 8032 Zürich",26.02.2020,zuerich,26.02.2020,80,3.Stock,1,,2017,1,,,,3200,280,1,200m,150m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025749,Wohnung,2038,4.5,16.03.2020,5,"Letzigraben 224, 8047 Zürich",26.02.2020,zuerich,26.02.2020,94,2.Stock,,,1969,1,,,,1768,270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024828,Wohnung,1950,1,sofort,NaN,"Brandschenkestrasse, 8001 Zürich ZH",26.02.2020,zuerich,26.02.2020,,6.Stock,,1,,,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024830,Wohnung,1490,1.5,01.05.2020,NaN,8038 Zürich ZH,26.02.2020,zuerich,26.02.2020,24,1.Stock,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025383,Wohnung,2150,4.5,01.05.2020,4,"Badenerstrasse 813, 8048 Zürich",26.02.2020,zuerich,26.02.2020,86,1.Stock,,,1984,,,,,1800,350,1,,50m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23025401,Wohnung,950,2.5,nachVereinbarung,NaN,8004 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025400,Wohnung,1797,2.5,01.04.2020,NaN,"Klosbachstrasse 66, 8032 Zürich ZH",26.02.2020,zuerich,26.02.2020,60,4.Stock,1,1,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025382,Wohnung,1800,2,01.05.2020,3,"Im Struppen 3, 8048 Zürich",26.02.2020,zuerich,26.02.2020,50,1.Stock,,,1973,,,,,1610,190,,,200m,,1000m,100m,50m,,,,,,,,,,,,,,,,,,,,,,, +23025409,Wohnung,1950,3,01.06.2020,NaN,"Altstetterstrasse 174, 8048 Zürich ZH",26.02.2020,zuerich,26.02.2020,,1.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024134,Wohnung,2190,3,01.04.2020,NaN,"Regensdorferstr. 61, 8049 Zürich",26.02.2020,zuerich,26.02.2020,60,1.Stock,,,,1,,,,1900,290,,20m,200m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23024113,Wohnung,1780,3,01.04.2020,4,"Blauäcker 6/8/10, 8051 Zürich",26.02.2020,zuerich,26.02.2020,63,2.Stock,,,1958,,,,,1480,300,,80m,90m,,,500m,600m,600m,,,,,,,,,,,,,,,,,,,,,, +23024827,Wohnung,650,1,15.04.2020,NaN,8003 Zürich ZH,26.02.2020,zuerich,26.02.2020,11,1.Stock,,,1970,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024757,Wohnung,2100,1,sofort,NaN,"Asylstrasse 77, 8032 Zürich ZH",26.02.2020,zuerich,26.02.2020,34,5.Stock,1,,1920,1,,1,,,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23024966,Wohnung,1700,3,16.03.2020,5,"Gutstrasse 158 160 162, 8055 Zürich",26.02.2020,zuerich,26.02.2020,63,3.Stock,,,1953,,,,,1440,260,,140m,200m,,,300m,500m,900m,,,,,,,,,,,,,,,,,,,,,, +23025410,Wohnung,1560,2,nachVereinbarung,NaN,8055 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024101,Wohnung,1490,3,16.05.2020,NaN,"Schwellistrasse 61, 8052 Zürich",26.02.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1330,160,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024760,Wohnung,1300,1.5,01.04.2020,NaN,"Feldstrasse 98, 8004 Zürich ZH",26.02.2020,zuerich,26.02.2020,30,3.Stock,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024647,Wohnung,1250,1,nachVereinbarung,NaN,"Kreuzstrasse 17, 8008 Zürich",26.02.2020,zuerich,26.02.2020,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23024646,Studio,500,,nachVereinbarung,NaN,8004 Zürich,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023573,Wohnung,2105,3.5,nachVereinbarung,5,"Albisstr. 81, 8038 Zürich",26.02.2020,zuerich,26.02.2020,81,2.Stock,,,1968,,,,,1850,255,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023289,Wohnung,2190,3,,NaN,8049 Zürich,26.02.2020,zuerich,26.02.2020,60,1.Stock,,,,,,,,1900,290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023271,Wohnung,3700,2.5,sofort,4,"Pfingstweidstrasse 98 (RESERVIERT), 8005 Zürich",26.02.2020,zuerich,26.02.2020,105,20.Stock,1,1,2015,,,,,3350,350,1,,,1,,,,,260cm,121,1,1,1,1,,,,,,,,,,,,,,,, +23023261,Loft,3730,2.5,,NaN,"Hardturmstrasse 90 (RESERVIERT), 8005 Zürich",26.02.2020,zuerich,26.02.2020,109,4.Stock,,,,,,,,3380,350,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,, +23024135,Wohnung,2500,2.5,01.03.2020,4,"Tuchmacherstrasse 76, 8041 Zürich",26.02.2020,zuerich,26.02.2020,74,7.Stock,,,2019,1,,,,2300,200,1,80m,200m,,2200m,800m,650m,1500m,,,,,,,,,,,,,,,,,,,,,, +23022951,Wohnung,1565,2,01.05.2020,5,"Bristenstrasse 7, 8048 Zürich",26.02.2020,zuerich,26.02.2020,58,2.Stock,1,,1964,1,1,,,1495,70,,50m,50m,1,2000m,300m,300m,,,,,,,,,,,,,,,,,,,,,,, +23021886,Wohnung,1350,1.5,01.04.2020,NaN,"Birmensdorferstr. 256, 8055 Zürich",26.02.2020,zuerich,26.02.2020,30,2.Stock,1,,,,,1,,1260,90,1,100m,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023043,Wohnung,2750,3.5,01.04.2020,NaN,"Paulstrasse 6, 8008 Zürich",26.02.2020,zuerich,26.02.2020,79,4.Stock,1,,,,,,,2600,150,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023270,Attika,3380,2.5,01.04.2020,4,"Karl-Stauffer-Strasse 8 (RESERVIERT), 8008 Zürich",26.02.2020,zuerich,26.02.2020,83,4.Stock,1,1,2020,1,,,,3100,280,1,,,,,,,,240cm,23,1,1,1,1,131,1,1,1,,,,,,,,,,,, +23021964,Wohnung,1565,2,,NaN,8048 Zürich,26.02.2020,zuerich,26.02.2020,58,2.Stock,,,,,,,,1495,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021871,Wohnung,2599,3.5,01.04.2020,NaN,"Diggelmannstrasse 29, 8047 Zürich",26.02.2020,zuerich,26.02.2020,,4.Stock,,,,1,1,,,2475,124,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021879,Wohnung,3650,4.5,01.07.2020,3,"Neunbrunnenstrasse 53, 8050 Zürich",26.02.2020,zuerich,26.02.2020,123,4.Stock,1,,2013,1,1,,,3350,300,1,50m,500m,1,2500m,200m,500m,,,,,,,,,,1,,,,,,,,,,,,, +23023824,Maisonette,2250,3.5,01.03.2020,5,"Neudorfstrasse 17, 8050 Zürich",26.02.2020,zuerich,26.02.2020,110,EG,,,1987,,,,,1900,350,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021876,Wohnung,1800,2.5,16.04.2020,5,"Binzmühlestrasse 97, 8050 Zürich",26.02.2020,zuerich,26.02.2020,65,4.Stock,,,2001,1,1,,,1630,170,1,450m,50m,,,,,,,,,,,,,,1,,,,,,,,,,,,, +23021875,Wohnung,1371,3.5,01.05.2020,NaN,"Rütihofstrasse 45, 8049 Zürich",26.02.2020,zuerich,26.02.2020,88,EG,1,,1996,1,,,,1255,116,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +23021885,Wohnung,1374,1,01.04.2020,NaN,"Friesenbergstrasse 76, 8055 Zürich",26.02.2020,zuerich,26.02.2020,,2.Stock,1,,,,,,,1270,104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021866,Wohnung,4700,5,01.05.2020,3,"Neuhausstrasse7, 8044 Zürich",26.02.2020,zuerich,26.02.2020,143,1.Stock,1,,2003,1,1,,1,4300,400,1,200m,200m,1,,,400m,,,,,,,,,,,,,,,,,,,,,,, +23021867,Wohnung,1680,3,01.04.2020,5,"Wehntalerstrasse 521, 8046 Zürich",26.02.2020,zuerich,26.02.2020,65,1.Stock,1,,1970,1,,,,,,,150m,300m,,2000m,500m,500m,1500m,,,,,,,65,,1,,,,,,,,,,,,, +23021868,Wohnung,1820,3,01.05.2020,3,"Wehntalerstrasse 609, 8046 Zürich",26.02.2020,zuerich,26.02.2020,57,2.Stock,,,1957,1,,,,1682,138,,50m,200m,,400m,,,,,,,,,,,,,,,,,,,,,,,,, +23021873,Wohnung,2200,3,,NaN,"Sustenstrasse 20, 8048 Zürich",26.02.2020,zuerich,26.02.2020,60,1.Stock,,,,1,,,,2030,170,,100m,100m,1,,50m,50m,,,,,,,,,,1,,,,,,,,,,,,, +23021856,Wohnung,1595,2,01.04.2020,NaN,"Widmerstrasse 73, 8038 Zürich",26.02.2020,zuerich,26.02.2020,48,1.Stock,1,,,1,,,,1485,110,,100m,500m,,500m,,,,,,,,,,48,,,,,,,,,,,,,,, +23021854,Wohnung,2310,3,01.04.2020,4,"Nordstrasse 318, 8037 Zürich",26.02.2020,zuerich,26.02.2020,70,1.Stock,1,,1929,,,,,2100,210,,50m,1000m,,1000m,,,,,,,,,,70,,,,,,,,,,,,,,, +23021858,Wohnung,1490,2.5,01.03.2020,4,"Leimbachstrasse 135, 8041 Zürich",26.02.2020,zuerich,26.02.2020,44,EG,,,1962,,,,,1390,100,,150m,500m,,3700m,,,,,,,,,,,,,,,,,,,,,,,,, +23021851,Attika,4250,3.5,01.05.2020,3,"Witikonerstrasse 80, 8032 Zürich",26.02.2020,zuerich,26.02.2020,115,2.Stock,1,,2001,1,1,1,1,3750,500,1,10m,500m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23021850,Wohnung,3700,4.5,01.04.2020,5,"Reinacherstrasse 12, 8032 Zürich",26.02.2020,zuerich,26.02.2020,121,1.Stock,,,1903,1,,,,3400,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021853,Wohnung,1537,2.5,01.06.2020,NaN,"Griesernweg 19, 8037 Zürich",26.02.2020,zuerich,26.02.2020,,2.Stock,1,,,,,,,1463,74,,,,,,50m,50m,,,,,,,,,,,,,,,,,,,,,,, +23021852,Studio,890,1,,NaN,"Rotbuchstrasse, 8037 Zürich",26.02.2020,zuerich,26.02.2020,18,EG,1,,,,,1,,,,,100m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021855,Wohnung,1210,1,01.04.2020,NaN,"Widmerstrasse 73, 8038 Zürich",26.02.2020,zuerich,26.02.2020,30,1.Stock,1,,,1,,,,1120,90,,100m,500m,,500m,,,,,,,,,,30,,,,,,,,,,,,,,, +23021847,Wohnung,3400,5.5,,NaN,"Haldeneggsteig 7, 8006 Zürich",26.02.2020,zuerich,26.02.2020,,1.Stock,,,1886,,,,,3200,200,,175m,575m,,5600m,,,,,,,,,,,,,,,,,,,,,,,,, +23021848,Wohnung,1800,1.5,16.03.2020,NaN,"Feldeggstrasse 46, 8008 Zürich",26.02.2020,zuerich,26.02.2020,36,2.Stock,1,,,,,,,1650,150,,10m,10m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021223,Wohnung,1467,2.5,nachVereinbarung,NaN,8049 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021225,Wohnung,1690,2.5,nachVereinbarung,NaN,8046 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021842,Wohnung,1500,1.5,01.06.2020,3,"Hardstrasse 9, 8004 Zürich",26.02.2020,zuerich,26.02.2020,35,1.Stock,1,,1959,,,,,1360,140,1,50m,50m,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +23021224,Wohnung,1500,2.5,nachVereinbarung,NaN,8047 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021843,Wohnung,1600,1.5,,NaN,"Bienenstrasse 1, 8004 Zürich",26.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,,,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021021,Wohnung,80,1,nachVereinbarung,NaN,8032 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021708,Wohnung,1000,3.5,nachVereinbarung,NaN,8003 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021483,Wohnung,1607,1.5,01.04.2020,NaN,"Rautistrasse 10A, 8047 Zürich ZH",26.02.2020,zuerich,26.02.2020,50,4.Stock,1,,,1,,1,,1447,160,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23021834,Wohnung,3800,4.5,01.04.2020,NaN,"Nägelihof 3, 8001 Zürich",26.02.2020,zuerich,26.02.2020,86,2.Stock,1,,,1,,,1,3300,500,,200m,500m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23020752,Wohnung,2185,4,nachVereinbarung,NaN,8032 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019694,Wohnung,1000,1,sofort,NaN,8006 Zürich ZH,25.02.2020,zuerich,26.02.2020,17,2.Stock,,,,1,,,,900,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23020743,Wohnung,1250,1.5,nachVereinbarung,NaN,8057 Zürich ZH,26.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23020744,Wohnung,1750,2,sofort,4,"Im Wingert 15, 8049 Zürich ZH",26.02.2020,zuerich,26.02.2020,50,2.Stock,,,1974,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019817,Wohnung,1000,1,01.06.2020,NaN,"Greifenseestrasse 49, 8050 Zürich ZH",26.02.2020,zuerich,26.02.2020,,EG,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019820,Wohnung,900,1,01.04.2020,NaN,8004 Zürich ZH,26.02.2020,zuerich,26.02.2020,12,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019405,Wohnung,1990,3.5,01.04.2020,NaN,"Bändlistrasse 17, 8064 Zürich ZH",25.02.2020,zuerich,26.02.2020,70,2.Stock,1,,,1,,,,1765,225,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019270,Wohnung,2900,4.5,nachVereinbarung,NaN,8032 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019468,Wohnung,1150,3,nachVereinbarung,NaN,8003 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019401,Wohnung,1290,1,nachVereinbarung,NaN,8050 Zürich ZH,25.02.2020,zuerich,26.02.2020,100,1.Stock,1,1,2009,1,1,1,,1100,190,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019818,Wohnung,1050,1,01.04.2020,NaN,8048 Zürich ZH,26.02.2020,zuerich,26.02.2020,87,4.Stock,1,,2018,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018911,Wohnung,1640,2.5,01.04.2020,5,"Neunbrunnenstrasse 138, 8050 Zürich ZH",25.02.2020,zuerich,26.02.2020,60,EG,1,1,2005,1,,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018909,Wohnung,1800,1,01.05.2020,NaN,"Käferholzstrasse, 8057 Zürich ZH",25.02.2020,zuerich,26.02.2020,121,1.Stock,1,,2020,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018906,Wohnung,1030,1,01.06.2020,NaN,"Tuchmacherstrasse 36, 8041 Zürich ZH",25.02.2020,zuerich,26.02.2020,106,7.Stock,,,,1,,,,915,115,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23018907,Wohnung,1120,1,15.03.2020,NaN,"Mutschellenstrasse, 20, 8002 Zürich ZH",25.02.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1000,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019269,Wohnung,2680,3,01.04.2020,NaN,8005 Zürich ZH,25.02.2020,zuerich,26.02.2020,,EG,,,,1,,,,2480,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018910,Wohnung,1780,2.5,16.03.2020,NaN,"Vorhaldenstrasse 31, 8049 Zürich ZH",25.02.2020,zuerich,26.02.2020,70,1.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018908,Wohnung,1100,1,01.04.2020,NaN,"Englischviertelstrasse 56, 8032 Zürich ZH",25.02.2020,zuerich,26.02.2020,11,1.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018800,Wohnung,1100,4.5,nachVereinbarung,NaN,8057 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018859,Wohnung,2132,3,01.05.2020,NaN,"Gasometerstrasse 3, 8005 Zürich",25.02.2020,zuerich,26.02.2020,62,1.Stock,,,,,,,,1847,285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019182,Wohnung,2358,4.5,01.04.2020,3,"Georg Kempf-Strasse 20, 8046 Zürich",25.02.2020,zuerich,26.02.2020,85,2.Stock,,,1969,,,,,2188,170,,300m,300m,,2000m,200m,600m,600m,,,,,,,,,,,,,,,,,,,,,, +23018616,Wohnung,3200,4.5,01.04.2020,NaN,"Asylstrasse 133, 8032 Zürich",25.02.2020,zuerich,26.02.2020,105,2.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23016533,Wohnung,2306,3.5,01.05.2020,NaN,"Michael-Maggi-Strasse 20, 8046 Zürich",25.02.2020,zuerich,26.02.2020,,2.Stock,1,,,,,1,,2056,250,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23019079,Wohnung,3145,2.5,01.05.2020,3,"Seestrasse 27, 8002 Zürich",25.02.2020,zuerich,26.02.2020,66,4.Stock,1,1,2015,1,1,,,2950,195,1,100m,100m,,500m,,,,,,,,,,,,,,,,,,,,,,,,, +23023808,Wohnung,1550,2,01.03.2020,4,"Altwiesenstr. 83, 8051 Zürich",25.02.2020,zuerich,26.02.2020,54,1.Stock,1,,1954,1,1,1,,1350,200,,50m,300m,1,,50m,50m,100m,,,,,,,,,,,,1,,,,,,,,,, +23023786,Dachwohnung,3500,4.5,,NaN,"Brunaustr. 17, 8002 Zürich",25.02.2020,zuerich,26.02.2020,,2.Stock,1,,1996,,1,,,3000,500,1,100m,1000m,,1000m,1000m,700m,1200m,,,,,,,,,,,,,,,,,,,,,, +23023826,Wohnung,1990,2.5,,4,"Tramstr. 1, 8050 Zürich",25.02.2020,zuerich,26.02.2020,66,2.Stock,1,,1943,,,1,,1815,175,1,10m,150m,1,,1200m,550m,550m,,,,,,,,,,,,1,,,,,,,,,, +23019166,Maisonette,1875,2.5,16.04.2020,5,"Schaffhauserstrasse 230 A, 8057 Zürich",25.02.2020,zuerich,26.02.2020,64,2.Stock,,,1990,,,,,1650,225,,200m,700m,,,200m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +23018473,Wohnung,900,4,nachVereinbarung,NaN,8002 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023784,Wohnung,3825,4.5,01.06.2020,5,"Turbinenstrasse 33, 8005 Zürich",25.02.2020,zuerich,26.02.2020,125,7.Stock,1,,2012,,1,,,3525,300,1,300m,300m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23019080,Wohnung,5240,2.5,nachVereinbarung,NaN,"Seestrasse 27, 8002 Zürich",25.02.2020,zuerich,26.02.2020,82,8.Stock,1,,2015,1,1,,,5000,240,1,100m,100m,,500m,,,,,,,,,,,,,,,,,,,,,,,,, +23015782,Wohnung,1654,1.5,01.05.2020,NaN,"Biberlinstrasse, 48, 8032 Zürich ZH",25.02.2020,zuerich,26.02.2020,59,EG,,,,1,,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23016250,Wohnung,1980,3,,NaN,"Meientalstrasse 77, 8048 Zürich",25.02.2020,zuerich,26.02.2020,52,1.Stock,,,,,,,,1800,180,,,,,,,,,,,1,,,,,1,,,,,,,,,,,,,, +23015817,Wohnung,1650,3,sofort,5,"Limmattalstrasse 332, 8049 Zürich ZH",25.02.2020,zuerich,26.02.2020,75,2.Stock,1,,1955,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23016473,Wohnung,900,1.5,,NaN,8008 Zürich,25.02.2020,zuerich,26.02.2020,32,1.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015814,Wohnung,780,1,sofort,NaN,"Bristenstr, 8048 Zürich ZH",25.02.2020,zuerich,26.02.2020,,3.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015786,Wohnung,1250,2,nachVereinbarung,NaN,8004 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015815,Wohnung,190,,nachVereinbarung,NaN,8005 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23016185,Wohnung,aufAnfrage,2.5,sofort,NaN,"eee, 8000 Zürich",25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015874,Wohnung,1250,1,sofort,NaN,"Paulstrasse 4, 8008 Zürich ZH",25.02.2020,zuerich,26.02.2020,13,4.Stock,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015785,Wohnung,1200,2,nachVereinbarung,NaN,8048 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014731,Wohnung,1625,3,01.04.2020,NaN,"Grosswiesenstrasse 75, 8051 Zürich",25.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,1480,145,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015876,Wohnung,1900,3.5,nachVereinbarung,NaN,8008 Zürich ZH,25.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018926,Wohnung,2180,2.5,01.04.2020,NaN,"Winterthurerstrasse 580, 8051 Zürich",25.02.2020,zuerich,26.02.2020,,3.Stock,,,2015,1,,,,1990,190,,100m,200m,,2000m,200m,400m,400m,,,,1,,,,,,,,,,,,,,,,,, +23014743,Wohnung,990,2,13.05.2020,NaN,"Grebelackerstrasse 14, 8057 Zürich",25.02.2020,zuerich,26.02.2020,52,2.Stock,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23014727,Wohnung,1940,,01.03.2020,4,"Schwamendingenstrasse 96, 8050 Zürich",25.02.2020,zuerich,26.02.2020,64,3.Stock,1,,1931,1,,1,,1760,180,,100m,800m,1,1000m,,,,,,,,,,64,,,,,,,,,,,,,,, +23014724,Wohnung,1350,1,16.03.2020,4,"Hardeggstrasse 27, 8049 Zürich",25.02.2020,zuerich,26.02.2020,33,EG,1,,1968,1,,,,1280,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014739,Wohnung,1958,3,sofort,4,"Trichtenhausenstrasse 17, 8053 Zürich",25.02.2020,zuerich,26.02.2020,60,2.Stock,1,,1959,1,1,,,1775,183,,100m,300m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014723,Wohnung,1935,2.5,sofort,NaN,"Saumackerstrasse 62, 8048 Zürich",25.02.2020,zuerich,26.02.2020,,4.Stock,1,,,1,1,,1,1795,140,1,250m,120m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014738,Wohnung,1430,2,01.04.2020,NaN,"nahe Haltestelle Seebach, 8052 Zürich",25.02.2020,zuerich,26.02.2020,50,2.Stock,1,,,1,,1,,,,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018927,Wohnung,1690,2,,NaN,"Winterthurerstrasse 580, 8051 Zürich",25.02.2020,zuerich,26.02.2020,,,,,2015,1,,,,1590,100,,20m,100m,,2000m,100m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +23014719,Wohnung,1897,3.5,01.04.2020,6,"Fellenbergstrasse 278, 8047 Zürich",25.02.2020,zuerich,26.02.2020,81,2.Stock,1,,2014,1,1,,,1754,143,1,100m,250m,,,250m,250m,,,,,,,,,,1,,,,,,,,,,,,, +23014717,Wohnung,1220,1,01.04.2020,NaN,"Bächlerstrasse 11, 8046 Zürich",25.02.2020,zuerich,26.02.2020,31,1.Stock,,,,1,,,,1100,120,,100m,100m,,500m,,,,,,,,,,,,1,,,,,,,,,,,,, +23014705,Wohnung,890,1,sofort,NaN,"Weinbergstrasse 91, 8006 Zürich",25.02.2020,zuerich,26.02.2020,18,1.Stock,,,1894,,,,,815,75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018943,Wohnung,1760,2.5,,NaN,"Zwyssigstrasse 12, 8048 Zürich",25.02.2020,zuerich,26.02.2020,60,,,,,1,1,,,1560,200,,20m,500m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014709,Wohnung,994,1,01.04.2020,NaN,"Englischviertelstrasse 52, 8032 Zürich",25.02.2020,zuerich,26.02.2020,21,1.Stock,1,,,1,,,,880,114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014707,Wohnung,3800,4.5,,3,"Lindenbachstrasse 47, 8006 Zürich",25.02.2020,zuerich,26.02.2020,104,2.Stock,1,,1911,1,,1,,3550,250,1,,,,,,,,,,,,,,104,,,,,,,,,,,,,,, +23014708,Wohnung,6500,4,,NaN,8008 Zürich,25.02.2020,zuerich,26.02.2020,110,2.Stock,1,,2000,1,,,,,,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +23014706,Wohnung,2580,2.5,15.03.2020,NaN,"Ottikerstrasse 38, 8006 Zürich",25.02.2020,zuerich,26.02.2020,73,1.Stock,1,,,,1,,1,2400,180,1,100m,100m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +23014720,Wohnung,1455,2,,NaN,"Langgrütweg 95, 8047 Zürich",25.02.2020,zuerich,26.02.2020,55,EG,1,,,1,,,,1230,225,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23017410,Wohnung,2080,2.5,01.05.2020,NaN,"Albisriederstrasse 351, 8047 Zürich",25.02.2020,zuerich,26.02.2020,56,EG,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013598,Wohnung,2735,2.5,nachVereinbarung,NaN,8032 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012855,Maisonette,2450,3,nachVereinbarung,NaN,8004 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012822,Wohnung,1994,3.5,01.04.2020,NaN,"Carl-Spitteler-Strasse 50, 8053 Zürich",24.02.2020,zuerich,26.02.2020,103,2.Stock,1,,,1,,,,1790,204,,500m,500m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014700,Wohnung,1555,2,01.03.2020,NaN,"Steinstrasse 56, 8003 Zürich",25.02.2020,zuerich,26.02.2020,52,EG,,,,,,,,1415,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013718,Wohnung,1085,1,01.05.2020,NaN,8004 Zürich ZH,24.02.2020,zuerich,26.02.2020,14,2.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014699,Maisonette,1980,3,01.04.2020,NaN,"Rütistrasse 66, 8044 Gockhausen",25.02.2020,zuerich,26.02.2020,90,,1,,,1,1,,,1800,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23022505,Wohnung,2035,3.5,nachVereinbarung,NaN,8055 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013058,Wohnung,2370,2.5,nachVereinbarung,NaN,8046 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013055,Studio,1,1,nachVereinbarung,NaN,8004 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23014702,Studio,1200,,sofort,NaN,"Badenerstrasse 300, 8004 Zürich",25.02.2020,zuerich,26.02.2020,,,1,,1976,1,,,,,,1,,,,,,,,,,,,,,21,,,,,,,,,,,,,,, +23012814,Wohnung,2500,3.5,,4,"Limmattalstrasse 177, 8049 Zürich",24.02.2020,zuerich,26.02.2020,90,2.Stock,,,1960,1,,,,2360,140,1,,,,,100m,100m,1000m,,,,,,,,,,,,,,,,,,,,,, +23012820,Wohnung,1900,2.5,,4,"Seebacherstrasse 44, 8052 Zürich",24.02.2020,zuerich,26.02.2020,62,EG,1,,2010,1,,,,1700,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012821,Wohnung,2600,4.5,sofort,2,"Käshaldenstrasse 3, 8052 Zürich",24.02.2020,zuerich,26.02.2020,90,1.Stock,1,,1974,1,1,,,2300,300,1,100m,1000m,,1000m,500m,500m,,,,,,,,,,1,,,,,,,,,,,,, +23012815,Wohnung,2560,3.5,01.05.2020,2,"Im oberen Boden 142, 8049 Zürich",24.02.2020,zuerich,26.02.2020,86,,1,,1979,1,1,,1,2380,180,,350m,400m,,6m,,,,,,,,,,115,,,,,,,,,,,,,,, +23012811,Studio,1250,1.5,,NaN,"Albulastrasse 56, 8048 Zürich",24.02.2020,zuerich,26.02.2020,42,7.Stock,1,,,,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012818,Wohnung,2170,3.5,,NaN,"Luegislandstrasse 84, 8051 Zürich",24.02.2020,zuerich,26.02.2020,95,3.Stock,1,,,1,,,1,1900,270,,250m,250m,,500m,,,,,,,,,,,,,,,,,,,,,,,,, +23012816,Wohnung,2700,4.5,,4,"Limmattalstrasse 177, 8049 Zürich",24.02.2020,zuerich,26.02.2020,115,3.Stock,,,1960,1,,,,2520,180,1,,,,,100m,100m,1000m,,,,,,,,,,,,,,,,,,,,,, +23012813,Wohnung,1200,1.5,01.04.2020,NaN,"Imbisbühlstrasse 149, 8049 Zürich",24.02.2020,zuerich,26.02.2020,50,EG,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012812,Wohnung,2370,,01.04.2020,NaN,"Flurstrasse 17, 8048 Zürich",24.02.2020,zuerich,26.02.2020,98,,,,,1,,,,2100,270,1,15m,15m,,,,,,,,,,,,98,,,,,,,,,,,,,,, +23012817,Wohnung,1507,2.5,01.04.2020,NaN,"Schaffhauserstrasse 405, 8050 Zürich",24.02.2020,zuerich,26.02.2020,,2.Stock,1,,,1,,,,1447,60,1,20m,30m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012806,Wohnung,4190,5.5,01.08.2020,5,"Rötelstrasse 109, 8037 Zürich",24.02.2020,zuerich,26.02.2020,129,EG,1,,2016,1,1,1,,3800,390,1,50m,300m,,,300m,,,,,,,,,129,,1,,,,,,,,,,,,, +23012809,Wohnung,2600,3.5,,NaN,"Bergstr. 36, 8044 Zürich",24.02.2020,zuerich,26.02.2020,80,EG,,,,,,,,2400,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23025398,Wohnung,1200,1,01.05.2020,4,"Germaniastrasse, 8006 Zürich ZH",24.02.2020,zuerich,26.02.2020,25,3.Stock,1,,1906,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012810,Einzelzimmer,1550,1,sofort,NaN,"Hagenbuchrain 32, 8047 Zürich",24.02.2020,zuerich,26.02.2020,16,3.Stock,1,,2007,1,1,1,,,,1,300m,400m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012803,Wohnung,3900,3,,NaN,"Höschgasse 38, 8008 Zürich",24.02.2020,zuerich,26.02.2020,88,5.Stock,1,,,1,,,,3680,220,1,50m,50m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23012801,Dachwohnung,3100,2.5,sofort,3,"Bolleystrasse 38, 8006 Zürich",24.02.2020,zuerich,26.02.2020,75,5.Stock,1,,1907,1,,,1,2800,300,1,100m,200m,,2000m,200m,200m,500m,,,,,,,,,,,,,,,,,,,,,, +23012804,Wohnung,4200,3.5,sofort,5,"Dufourstrasse 59, 8008 Zürich",24.02.2020,zuerich,26.02.2020,101,2.Stock,,,2017,1,1,1,,3900,300,1,100m,200m,,,,,,,,,,,,,,1,,,,,,,,,,,,, +23012800,Dachwohnung,2850,2.5,01.03.2020,3,"Culmannstrasse 63, 8006 Zürich",24.02.2020,zuerich,26.02.2020,70,3.Stock,1,,1930,,,,,2650,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012802,Wohnung,2200,2.5,01.04.2020,6,"August-Forel-Strasse 21, 8008 Zürich",24.02.2020,zuerich,26.02.2020,57,2.Stock,,,2020,1,1,1,,2000,200,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012805,Wohnung,3000,3.5,01.05.2020,4,"Streulistrasse 77, 8032 Zürich",24.02.2020,zuerich,26.02.2020,88,EG,,,1920,1,,,,2750,250,,150m,150m,,1000m,50m,50m,50m,,,,,,,88,,1,,,,,,,,,,,,, +23012795,Wohnung,920,1,01.04.2020,NaN,"Erlachstrasse 35, 8003 Zürich",24.02.2020,zuerich,26.02.2020,,EG,,,,,,,,880,40,,200m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018924,Wohnung,1130,1,16.04.2020,6,"Verena Conzett-Strasse 33, 8004 Zürich",24.02.2020,zuerich,26.02.2020,37,4.Stock,,,1938,,,,,950,180,,200m,250m,,,400m,350m,500m,,,,,,,,,,,,,,,,,,,,,, +23012797,Maisonette,3496,3.5,15.04.2020,NaN,"Zentralstrasse 133, 8003 Zürich",24.02.2020,zuerich,26.02.2020,93,5.Stock,1,,,1,,1,,3276,220,,100m,100m,,,200m,300m,,,,,,,,123,,,,,,,,,,,,,,, +23012796,Wohnung,2580,3,,NaN,"Schimmelstr.16, 8003 Zürich",24.02.2020,zuerich,26.02.2020,78,1.Stock,1,,,1,,,,2200,380,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012794,Attika,3920,5.5,01.04.2020,NaN,8002 Zürich,24.02.2020,zuerich,26.02.2020,120,5.Stock,1,,,1,,1,1,3600,320,,200m,500m,,1500m,400m,400m,200m,,,,,,,,,,,,,,,,,,,,,, +23012684,Wohnung,1490,1,01.06.2020,NaN,8050 Zürich ZH,24.02.2020,zuerich,26.02.2020,90,3.Stock,1,1,2017,1,1,1,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23012681,Wohnung,1650,1,nachVereinbarung,NaN,8057 Zürich ZH,24.02.2020,zuerich,26.02.2020,20,,1,,1982,1,,,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23018863,Wohnung,4090,4.5,01.04.2020,4,"Bellariastrasse 85, 8038 Zürich",24.02.2020,zuerich,26.02.2020,112,1.Stock,,,2014,,,,,3750,340,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012682,Wohnung,1400,1,nachVereinbarung,4,8041 Zürich ZH,24.02.2020,zuerich,26.02.2020,23,EG,,,2019,1,,,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23012679,Wohnung,1500,1,nachVereinbarung,NaN,8003 Zürich ZH,24.02.2020,zuerich,26.02.2020,20,1.Stock,,,1989,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009786,Wohnung,1200,1,sofort,NaN,8053 Zürich ZH,24.02.2020,zuerich,26.02.2020,23,4.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23010495,Terrassenwohnung,3630,3.5,nachVereinbarung,NaN,"Friesenbergstrasse 82, 8055 Zürich",24.02.2020,zuerich,26.02.2020,105,EG,,,,1,,1,,3290,340,,,,1,,,,,,,,1,,,,,,,,,,,,,,,,,, +23010080,Attika,3850,3.5,01.04.2020,4,8004 Zürich,24.02.2020,zuerich,26.02.2020,120,5.Stock,1,,1890,1,,1,,3500,350,,30m,100m,,,100m,100m,100m,,,,,,,,,,,,,,,,,,,,,, +23009758,Wohnung,1150,1,nachVereinbarung,NaN,8006 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018942,Wohnung,1990,4,01.04.2020,6,"Buchzelgstr. 41, 8053 Zürich",24.02.2020,zuerich,26.02.2020,93,1.Stock,,,1966,1,,,,1810,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009760,Wohnung,956,1,01.04.2020,NaN,8052 Zürich ZH,24.02.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23011658,Wohnung,2040,3,10.04.2020,NaN,"Forchstrasse 354, 8008 Zürich",24.02.2020,zuerich,26.02.2020,78,EG,,,1541,,,1,,1800,240,,150m,450m,,,,,,,,,,,,,,,,,1,,,,,,,,,, +23012142,Wohnung,1900,1.5,nachVereinbarung,NaN,8006 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009740,Wohnung,2165,3.5,03.04.2020,NaN,8008 Zürich ZH,24.02.2020,zuerich,26.02.2020,80,2.Stock,,,,1,,,,1915,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018862,Wohnung,4110,4.5,01.04.2020,3,"Bellariastrasse 83, 8038 Zürich",24.02.2020,zuerich,26.02.2020,100,1.Stock,,,2014,,,,,3800,310,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009506,Wohnung,950,1,nachVereinbarung,NaN,8050 Zürich ZH,24.02.2020,zuerich,26.02.2020,,2.Stock,1,,2010,1,,,,900,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009388,Wohnung,1975,2.5,sofort,4,"Im Tobelacker 27, 8044 Gockhausen ZH",24.02.2020,zuerich,26.02.2020,52,1.Stock,1,1,2019,1,1,1,,,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23009389,Wohnung,1950,3,nachVereinbarung,NaN,8047 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009342,Wohnung,960,1,01.03.2020,NaN,"Hallwylstrasse, 8004 Zürich ZH",24.02.2020,zuerich,26.02.2020,18,2.Stock,,,1901,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009493,Dachwohnung,2000,3.5,nachVereinbarung,NaN,8049 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009341,Wohnung,1175,1,01.04.2020,NaN,"Grünhaldenstrasse 31, 8052 Zürich ZH",24.02.2020,zuerich,26.02.2020,28,EG,,,,,,,,1080,95,,300m,300m,,1000m,,,,,,,,,,,,,,,,1,,,,,,,,, +23009333,Wohnung,2660,2.5,sofort,5,"Limmatstrasse 73, 8005 Zürich ZH",24.02.2020,zuerich,26.02.2020,69,1.Stock,,1,2019,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009601,Wohnung,1549,2.5,nachVereinbarung,NaN,8048 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009504,Wohnung,1300,1,01.04.2020,NaN,8004 Zürich ZH,24.02.2020,zuerich,26.02.2020,,2.Stock,,,2017,1,,,,1200,100,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009335,Wohnung,1900,2.5,nachVereinbarung,NaN,8032 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001502,Wohnung,2990,6.5,sofort,NaN,"Furrtalstrasse 21, 8046 Zürich",22.02.2020,zuerich,26.02.2020,,EG,1,,2014,1,1,,,2800,190,1,,,,,,,,,,,,,,198,,1,,,,,,,,,,,,, +23009260,Wohnung,50,1,nachVereinbarung,NaN,8057 Zürich ZH,24.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23004871,Dachwohnung,2700,2.5,01.05.2020,NaN,"Scheuchzerstrasse 69, 8006 Zürich",,zuerich,26.02.2020,60,5.Stock,1,,,1,,,,2500,200,1,100m,40m,,,500m,500m,,,,,,,,80,,,,,1,,,,,,,,,, +23001504,Wohnung,1440,2,01.04.2020,NaN,"nahe Rautistrasse, 8048 Zürich",22.02.2020,zuerich,26.02.2020,50,EG,,,,1,,,,,,,250m,950m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009105,Wohnung,2100,1,nachVereinbarung,NaN,"Sternenstrasse 19, 8002 Zürich ZH",24.02.2020,zuerich,26.02.2020,120,4.Stock,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23004650,Wohnung,2130,3.5,01.04.2020,NaN,"Binzmühlestrasse 99, 8050 Zürich",,zuerich,26.02.2020,85,5.Stock,1,1,,1,,1,,1910,220,1,100m,300m,,1000m,550m,840m,10m,,,,,,,,,1,,,,,,,,,,,,, +23001508,Wohnung,1950,4,16.04.2020,5,"Hofwiesenstrasse 264, 8050 Zürich",22.02.2020,zuerich,26.02.2020,76,EG,1,,1960,1,1,1,,1660,290,1,100m,500m,,,200m,200m,200m,,,,,,,,,,,,,,,,,,,,,, +23003705,Wohnung,2400,2.5,01.04.2020,NaN,"Letzigraben 101, 8003 Zürich",,zuerich,26.02.2020,71,3.Stock,,,,,,,,2200,200,,,,,,,,,,,,,,,,1,,,,,,1,,,,,,,, +23004420,Einzelzimmer,1250,1.5,01.04.2020,NaN,"Freiestrasse 198, 8032 Zürich",22.02.2020,zuerich,26.02.2020,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009107,Wohnung,1425,1.5,01.04.2020,NaN,"Sonneggsteig 3, 8006 Zürich ZH",24.02.2020,zuerich,26.02.2020,42,EG,,,,1,,,,1300,125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012677,Wohnung,950,1,sofort,5,"Klingenstrasse 24, 8005 Zürich ZH",21.02.2020,zuerich,26.02.2020,20,2.Stock,,,1901,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23000712,Wohnung,1740,2,nachVereinbarung,NaN,8049 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001408,Wohnung,2055,3,nachVereinbarung,5,"Birmensdorferstrasse 208, 8003 Zürich",,zuerich,26.02.2020,75,2.Stock,,,1912,,,,,1800,255,,150m,75m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +23000977,Wohnung,1750,3.5,nachVereinbarung,NaN,8004 Zürich ZH,22.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001497,Wohnung,5980,4.5,sofort,2,"Landoltstrasse 1, 8006 Zürich",22.02.2020,zuerich,26.02.2020,140,2.Stock,1,,1906,1,,,1,,,1,,,,,,,,,,,,,,161,,,,,,,,,,,,,,, +23000709,Studio,1500,1,nachVereinbarung,NaN,8048 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23000711,Dachwohnung,1590,2,nachVereinbarung,NaN,8050 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23000257,Wohnung,1300,2,sofort,NaN,"Heidwiesen 17, 8051 Zürich ZH",21.02.2020,zuerich,26.02.2020,,3.Stock,,,,,,,,1100,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001494,Wohnung,3470,4,16.04.2020,NaN,"Hohlstrasse 43, 8004 Zürich",22.02.2020,zuerich,26.02.2020,120,3.Stock,1,,,1,,,,,,,60m,40m,,,60m,100m,,,,,,,,120,,,,,,,,,,,,,,, +23000707,Wohnung,1290,1,nachVereinbarung,NaN,"Ottenweg 8, 8008 Zürich ZH",21.02.2020,zuerich,26.02.2020,13,2.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23003562,Wohnung,2740,3.5,01.04.2020,3,"Grosswiesenstrasse 165, 8051 Zürich",21.02.2020,zuerich,26.02.2020,88,10.Stock,,1,2014,1,1,,,2490,250,1,,,,,,,,,,,1,,,,,,,,,,,,,,,,,, +22997971,Wohnung,1154,3,01.04.2020,NaN,"Winzerhalde 46, 8049 Zürich",21.02.2020,zuerich,26.02.2020,76,3.Stock,,,,,,,,945,209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001434,Attika,2720,2.5,nachVereinbarung,NaN,"Kochstrasse 19, 8004 Zürich",21.02.2020,zuerich,26.02.2020,67,,,,,,,,,2550,170,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001350,Wohnung,1677,4,01.04.2020,5,"Bächlerstrasse 17, 8046 Zürich",21.02.2020,zuerich,26.02.2020,73,3.Stock,,,1957,,,,,1410,267,,,,1,,,,,,,,,,,,,,,,,,,178m³,,,,,,, +23001510,Wohnung,2215,3.5,01.05.2020,5,"Heerenschürlistrasse 4, 8051 Zürich",21.02.2020,zuerich,26.02.2020,83,2.Stock,,,2014,,,,,1974,241,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001441,Attika,3700,3.5,nachVereinbarung,NaN,"Kochstrasse 19, 8004 Zürich",21.02.2020,zuerich,26.02.2020,96,,,,,,,,,3450,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22999665,Wohnung,3550,3.5,16.04.2020,4,"Bellariastrasse 81, 8038 Zürich",21.02.2020,zuerich,26.02.2020,94,1.Stock,,,2014,,,,,3260,290,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22997965,Maisonette,2950,3,01.04.2020,4,"Hadlaubstrasse 109, 8006 Zürich",21.02.2020,zuerich,26.02.2020,78,,,,1916,1,,,,2750,200,,,,,,,,,,,,,,,78,,,,,,,,,,,,,,, +23000254,Wohnung,1184,1.5,nachVereinbarung,NaN,8032 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22998106,Wohnung,1835,3.5,01.05.2020,5,"Geeringstrasse 60, 8049 Zürich",21.02.2020,zuerich,26.02.2020,87,1.Stock,,,1982,1,,,1,1572,263,,500m,300m,,,300m,300m,300m,,,,,,,,,,,,,,,205m³,,,,,,, +22999369,Wohnung,3160,3.5,nachVereinbarung,5,8044 Gockhausen,21.02.2020,zuerich,26.02.2020,109,,,1,2020,1,,,,2840,320,1,250m,4000m,,,350m,350m,4000m,,,,,,,,,,,,,,,,,,,,,, +22999365,Wohnung,3360,4.5,nachVereinbarung,5,8044 Gockhausen,21.02.2020,zuerich,26.02.2020,122,,,1,2020,1,,,,3000,360,1,250m,4000m,,,350m,350m,4000m,,,,,,,,,,,,,,,,,,,,,, +22999366,Wohnung,3430,3.5,nachVereinbarung,4,8044 Gockhausen,21.02.2020,zuerich,26.02.2020,99,,,1,2020,1,,,,3140,290,1,250m,4000m,,,350m,350m,4000m,,,,,,,,,,,,,,,,,,,,,, +22999737,Wohnung,1670,1.5,01.04.2020,NaN,"Vulkanstrasse 110c, 8048 Zürich",21.02.2020,zuerich,26.02.2020,43,9.Stock,,,,,,,,1570,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23003418,Wohnung,2890,4,01.04.2020,NaN,"Albisriederstrasse 22, 8003 Zürich",21.02.2020,zuerich,26.02.2020,90,4.Stock,,,,,,,,2610,280,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22996399,Wohnung,2540,3.5,01.06.2020,4,"Eulenweg 27, 8048 Zürich",,zuerich,26.02.2020,96,3.Stock,,,1968,1,,,,2330,210,1,350m,1100m,,3800m,350m,350m,350m,,,,,,,,,,,,,,,,,,,,,, +22997964,Loft,4688,2,16.04.2020,4,"Erismannstrasse 2, 8004 Zürich",21.02.2020,zuerich,26.02.2020,165,5.Stock,1,,2008,1,,,,4188,500,1,20m,100m,,2500m,200m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22999367,Wohnung,3300,3.5,nachVereinbarung,4,8044 Gockhausen,21.02.2020,zuerich,26.02.2020,99,,,1,2020,1,,,,3010,290,1,250m,4000m,,,350m,350m,4000m,,,,,,,,,,,,,,,,,,,,,, +22999364,Wohnung,3050,3.5,nachVereinbarung,5,8044 Gockhausen,21.02.2020,zuerich,26.02.2020,106,,,1,2020,1,,,,2740,310,1,250m,4000m,,,350m,350m,4000m,,,,,,,,,,,,,,,,,,,,,, +22997962,Wohnung,2250,3.5,01.04.2020,NaN,"Waffenplatzstrasse 70, 8002 Zürich",21.02.2020,zuerich,26.02.2020,,EG,1,,1898,1,,,,2080,170,,50m,100m,,1000m,100m,500m,1000m,,,,,,,,,,,,,,,,,,,,,, +22994879,Wohnung,2400,2,01.04.2020,NaN,"Dufourstrasse 110, 8008 Zürich",21.02.2020,zuerich,26.02.2020,67,1.Stock,,,,,,,,2150,250,,,,,,,,,,,1,,,,,1,,,,,,,,,,,,,, +22995470,Wohnung,997,1,01.04.2020,NaN,"Im Struppen 8, 8048 Zürich ZH",21.02.2020,zuerich,26.02.2020,15,EG,,,,1,1,,,957,40,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +22993538,Wohnung,1150,1,16.04.2020,NaN,"Neuhausstrasse 12, 8044 Zürich",21.02.2020,zuerich,26.02.2020,,1.Stock,,,,,1,,,1050,100,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22995469,Wohnung,2450,2.5,nachVereinbarung,NaN,8049 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993547,Wohnung,2880,5.5,,NaN,"Wiesliacher 61, 8053 Zürich",21.02.2020,zuerich,26.02.2020,120,1.Stock,1,,,1,1,,1,2700,180,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23007809,Wohnung,2440,2.5,16.05.2020,5,"Steinbrüchelstr. 2, 8053 Zürich",21.02.2020,zuerich,26.02.2020,67,2.Stock,,,2013,,,,,2190,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22994322,Maisonette,aufAnfrage,5.5,sofort,NaN,8008 Zürich,21.02.2020,zuerich,26.02.2020,236,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993544,Wohnung,1671,2,01.05.2020,NaN,"Friedrichstrasse 16, 8051 Zürich",21.02.2020,zuerich,26.02.2020,,2.Stock,1,,,1,,1,,1550,121,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993539,Wohnung,1516,2.5,sofort,NaN,"Wehntalerstr. 586 b, 8046 Zürich",21.02.2020,zuerich,26.02.2020,75,4.Stock,,,,,,,,1391,125,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22996156,Wohnung,5374,7.5,01.11.2020,5,"Binzallee 39, 8055 Zürich",,zuerich,26.02.2020,217,1.Stock,,1,2005,1,,,,4759,615,1,300m,400m,,,100m,100m,100m,,,,,,,,,,,,,,,,,,,,,, +22993484,Wohnung,1700,2.5,nachVereinbarung,NaN,8006 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993255,Wohnung,1600,3.5,nachVereinbarung,NaN,8005 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013056,Wohnung,10,1,nachVereinbarung,NaN,8008 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993533,Maisonette,aufAnfrage,5.5,sofort,NaN,8008 Zürich,21.02.2020,zuerich,26.02.2020,236,,,,,,,,1,,,1,,30m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993251,Wohnung,180,,nachVereinbarung,NaN,8049 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993536,Wohnung,2980,4,01.04.2020,4,"Moränenstrasse 6, 8038 Zürich",21.02.2020,zuerich,26.02.2020,100,,1,,1998,1,,,,2750,230,,150m,150m,,2000m,300m,250m,350m,,,,,,,,,1,,,,,,,,,,,,, +22993150,Wohnung,1960,2.5,nachVereinbarung,NaN,8008 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993496,Wohnung,1680,2.5,nachVereinbarung,NaN,8055 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993532,Wohnung,2950,3,,NaN,8005 Zürich,21.02.2020,zuerich,26.02.2020,,,1,,,1,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993155,Wohnung,3800,3.5,nachVereinbarung,NaN,8001 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22996066,Wohnung,1790,3,01.05.2020,5,"Anton-Higi-Strasse 7, 8046 Zürich",20.02.2020,zuerich,26.02.2020,61,1.Stock,,,1954,1,,,,1470,320,,200m,500m,,,400m,400m,600m,,,,,,,,,,,,,,,,,,,,,, +22992835,Wohnung,1000,1,01.03.2020,NaN,"Regensbergstrasse 306, 8050 Zürich ZH",20.02.2020,zuerich,26.02.2020,15,2.Stock,,,,1,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992957,Wohnung,2800,3.5,nachVereinbarung,NaN,8037 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993145,Wohnung,150,,nachVereinbarung,NaN,8005 Zürich ZH,21.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992839,Wohnung,1590,2.5,nachVereinbarung,NaN,"Wehntalerstrasse 586B, 8046 Zürich ZH",20.02.2020,zuerich,26.02.2020,70,3.Stock,1,1,,1,1,,,1495,95,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992834,Wohnung,1000,1,sofort,NaN,"Bienestrasse 3, 8004 Zürich ZH",20.02.2020,zuerich,26.02.2020,10,4.Stock,1,,2014,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23015790,Wohnung,1400,4,nachVereinbarung,NaN,8001 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992566,Wohnung,1400,3.5,nachVereinbarung,NaN,8006 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992522,Wohnung,1835,2.5,01.05.2020,3,"Blütenstrasse 14, 8057 Zürich",,zuerich,26.02.2020,48,1.Stock,1,,1962,,,,,1715,120,1,150m,1000m,1,,80m,200m,200m,,,,1,,,,,1,,,,,,,,,,,,, +22992669,Wohnung,3280,4.5,01.06.2020,5,"Maneggstrasse 83, 8041 Zürich",20.02.2020,zuerich,26.02.2020,115,6.Stock,,,2017,,,,,2990,290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22991373,Wohnung,1075,1,01.05.2020,NaN,"Am Glattbogen 175, 8050 Zürich",20.02.2020,zuerich,26.02.2020,25,2.Stock,1,,,1,,,,950,125,,65m,100m,,2500m,,,,,,,,,,,,,,,,,,,,,,,,, +22992592,Wohnung,2280,3,nachVereinbarung,3,"Schaffhauserstrasse 456, 8052 Zürich",20.02.2020,zuerich,26.02.2020,74,1.Stock,,,1923,,,,,2100,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992328,Wohnung,2500,5.5,nachVereinbarung,NaN,8002 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22991365,Wohnung,1690,1.5,01.03.2020,NaN,"Wiesenstrasse 5, 8008 Zürich",20.02.2020,zuerich,26.02.2020,38,,,,,,,,,1500,190,1,50m,50m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22990633,Einzelzimmer,817,1,nachVereinbarung,NaN,"Mühlebachstrasse, 8008 Zürich",20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22991595,Wohnung,1605,4,,NaN,8051 Zürich,20.02.2020,zuerich,26.02.2020,60,2.Stock,,,,,,,,1320,285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22991597,Wohnung,1835,2.5,,NaN,8057 Zürich,20.02.2020,zuerich,26.02.2020,48,1.Stock,,,,,,,,1715,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22992521,Wohnung,1605,4,sofort,4,"Grosswiesenstrasse 16, 8051 Zürich",20.02.2020,zuerich,26.02.2020,60,2.Stock,1,,1954,,,,,1320,285,,300m,200m,1,,200m,100m,200m,,,,,,,,,1,,,,,,,,,,,,, +22991217,Wohnung,2450,3.5,01.04.2020,3,"Reinhold-Frei-Strasse 17, 8049 Zürich",,zuerich,26.02.2020,85,2.Stock,1,1,1975,1,1,,,2200,250,1,250m,500m,,,100m,100m,500m,,,,,,,83,,,,,,,,,,,,,,, +22991843,Wohnung,2840,2.5,01.05.2020,5,"Scheideggstrasse 60, 8002 Zürich",20.02.2020,zuerich,26.02.2020,74,EG,1,,2015,,1,1,,2520,320,1,50m,1200m,1,,500m,500m,500m,,,,1,,,,,1,,1,,,,,,,,,,, +22990283,Wohnung,1550,1.5,,NaN,"Affolternstrasse 10, 8050 Zürich",20.02.2020,zuerich,26.02.2020,36,3.Stock,,,,1,,,,1380,170,1,,,,,,,,,,,,,,36,,,,,,,,,,,,,,, +22990289,Wohnung,2790,3,16.03.2020,NaN,"Schaffhauserstrasse 223, 8057 Zürich",20.02.2020,zuerich,26.02.2020,100,3.Stock,,,,1,,,,2500,290,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22990290,Wohnung,2180,3,01.05.2020,3,"Bändlistrasse 58, 8064 Zürich",20.02.2020,zuerich,26.02.2020,66,8.Stock,1,,1965,1,1,,,1910,270,1,,,1,,,,,,,,,,,66,,1,,,,,,,,,,,,, +22992069,Wohnung,1730,2,01.04.2020,5,"Lagerstr. 89, 8004 Zürich",20.02.2020,zuerich,26.02.2020,52,4.Stock,,,1964,1,,,,1520,210,1,100m,100m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22990046,Wohnung,2840,2.5,01.05.2020,5,"Scheideggstrasse 60, 8002 Zürich",20.02.2020,zuerich,26.02.2020,75,,1,,2015,,,,,2520,320,1,,1200m,1,,500m,500m,500m,,,,1,,,,,1,,1,,,,,,,,,,, +22991240,Wohnung,1500,2,01.07.2020,NaN,"Wallisellenstrasse 473, 8050 Zürich",,zuerich,26.02.2020,46,EG,1,,,1,,,,1300,200,,50m,100m,,50m,100m,100m,,,,,,,,,,,,,,,,,,,,,,, +22991892,Wohnung,2505,3.5,01.04.2020,NaN,"Hegarstrasse 4, 8032 Zürich",20.02.2020,zuerich,26.02.2020,,3.Stock,1,,1927,1,,,,2275,230,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22990281,Wohnung,2685,3.5,01.04.2020,NaN,"Bäulistrasse 19, 8049 Zürich",20.02.2020,zuerich,26.02.2020,92,,1,,,1,,1,,,,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22990279,Wohnung,2335,3.5,01.05.2020,4,"Kelchweg, 10, 8048 Zürich",20.02.2020,zuerich,26.02.2020,77,3.Stock,,,2007,1,,,,,,1,200m,650m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23017489,Wohnung,1800,3,01.04.2020,NaN,"Sihlfeldstrasse 141, 8004 Zürich",20.02.2020,zuerich,26.02.2020,76,1.Stock,1,,,,,,,1650,150,1,,,1,,,,,,,1,,,,,1,,,,,,,,1,,,,,, +22990534,Wohnung,1750,2.5,01.04.2020,4,"Oberwiesenstrasse 73 A, 8050 Zürich",20.02.2020,zuerich,26.02.2020,58,1.Stock,,,1979,,1,,,1550,200,,400m,200m,,,300m,300m,500m,,,,,,,,,,,,,,,,,,,,,, +22990551,Wohnung,2320,2.5,01.04.2020,3,"Badenerstrasse 581, 8048 Zürich",20.02.2020,zuerich,26.02.2020,77,4.Stock,,,1931,,,,,2090,230,1,130m,500m,,,400m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +23021857,Wohnung,2477,3,01.04.2020,NaN,"Widmerstrasse 55, 8038 Zürich",20.02.2020,zuerich,26.02.2020,66,1.Stock,,,,1,,,,2197,280,,100m,450m,,1000m,500m,500m,,,,,,,,,,,,,,,,,,,,,,, +22990553,Wohnung,3760,3.5,01.07.2020,4,"Turbinenstrasse 32, 8005 Zürich",20.02.2020,zuerich,26.02.2020,100,6.Stock,,,2013,,,,,3450,310,1,200m,400m,,,600m,1000m,,,,,,,,,,,,,,,,,,,,,,, +22988973,Wohnung,1650,3,nachVereinbarung,NaN,8049 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22988976,Wohnung,2600,3,nachVereinbarung,NaN,8003 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22990531,Wohnung,2580,3,01.06.2020,4,"Neugasse 41, 8005 Zürich",20.02.2020,zuerich,26.02.2020,63,1.Stock,,,1895,,,,,2285,295,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22989012,Wohnung,3280,3,nachVereinbarung,NaN,8038 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22988977,Wohnung,2690,3,nachVereinbarung,NaN,8002 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22988746,Dachwohnung,2470,2,14.03.2020,NaN,"Zurlindenstrasse 227, 8003 Zürich",20.02.2020,zuerich,26.02.2020,40,5.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22987727,Attika,3925,4.5,01.05.2020,3,"Gubelstr. 36, 8050 Zürich",20.02.2020,zuerich,26.02.2020,159,8.Stock,,,1967,,,,,3445,480,1,300m,100m,,,200m,200m,250m,,,,,,,,,,,,,,,,,,,,,, +22986433,Wohnung,2450,4,16.03.2020,3,"Schwamendingenstrasse 21, 8050 Zürich",20.02.2020,zuerich,26.02.2020,83,EG,,,1947,,,,,2100,350,,50m,50m,,,200m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +23014744,Einzelzimmer,1148,1,01.03.2020,NaN,"Langfurren 6, 8057 Zürich",20.02.2020,zuerich,26.02.2020,16,EG,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22988418,Wohnung,2995,2.5,01.04.2020,4,"Brandschenkestrasse 40, 8002 Zürich",,zuerich,26.02.2020,80,2.Stock,1,,1992,1,1,,,2745,250,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22986437,Einzelzimmer,995,1,,NaN,"Birmensdorferstrasse, 8055 Zürich",20.02.2020,zuerich,26.02.2020,,1.Stock,1,,1950,,,,,,,,200m,200m,,,,,,,,,,,,12,,,,,,,,,,,,,,, +22986434,Wohnung,2480,2.5,01.04.2020,NaN,"Neunbrunnenstr. 38, 8050 Zürich",20.02.2020,zuerich,26.02.2020,,11.Stock,,,,1,,,,2290,190,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22988301,Attika,3925,5.5,01.05.2020,3,"Gubelstr. 36, 8050 Zürich",,zuerich,26.02.2020,159,8.Stock,,,1967,,,,,3445,480,1,300m,100m,,,200m,200m,250m,,,,,,,,,,,,,,,,,,,,,, +22986429,Wohnung,2499,3,05.04.2020,NaN,"Restelbergstrasse 60, 8044 Zürich",20.02.2020,zuerich,26.02.2020,85,EG,,,,1,,,,2089,410,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009392,Wohnung,3200,4,nachVereinbarung,NaN,8006 Zürich ZH,20.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22986478,Wohnung,1100,1,sofort,NaN,"Tichelrüti 6, 8044 Zürich ZH",20.02.2020,zuerich,26.02.2020,15,3.Stock,,,1978,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22986328,Wohnung,1270,1,sofort,NaN,"Neue Hard 16, 8005 Zürich ZH",20.02.2020,zuerich,26.02.2020,,4.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22985332,Wohnung,2680,4.5,01.06.2020,4,"Holderbachweg 8, 8046 Zürich",19.02.2020,zuerich,26.02.2020,111,EG,1,,1989,,,,,2270,410,1,100m,100m,1,1000m,50m,50m,200m,,,,,,,,,1,,,,,,,,,,,,, +22985431,Wohnung,1930,4,01.06.2020,5,"Leimbachstrasse 30, 8041 Zürich",19.02.2020,zuerich,26.02.2020,81,2.Stock,1,,1945,,,,,1610,320,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22985436,Wohnung,2230,3.5,nachVereinbarung,5,"Neunbrunnenstrasse 114, 8050 Zürich",,zuerich,26.02.2020,95,3.Stock,,,2002,,,,,1990,240,,34m,655m,1,14m,84m,499m,932m,,,,,,,,,,,,,,,,,,,,,, +22992127,Wohnung,1600,2.5,01.03.2020,5,"Schaffhauserstr. 639, 8052 Zürich",19.02.2020,zuerich,26.02.2020,73,1.Stock,1,1,1995,1,1,,,1400,200,1,300m,500m,1,,300m,300m,1500m,,,,,,,,,,,,,,,,,,,,,, +22985773,Wohnung,2550,2.5,nachVereinbarung,NaN,"Hugelstrasse 44, 8002 Zürich ZH",19.02.2020,zuerich,26.02.2020,67,EG,,,,1,1,1,,2300,250,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22985330,Wohnung,4106,3.5,01.03.2020,5,"Färberstrasse 30, 8008 Zürich",19.02.2020,zuerich,26.02.2020,100,1.Stock,1,,2017,,,,,3806,300,1,100m,500m,1,1500m,1000m,1000m,1000m,,,,1,,,,,1,,1,,,,,,,,,,, +22988279,Wohnung,1610,1.5,01.04.2020,NaN,"Hohlstrasse 100, 8004 Zürich",19.02.2020,zuerich,26.02.2020,28,EG,,,,,,,,1521,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22986327,Wohnung,1050,1,sofort,NaN,"Altwiesenstrasse 87, Zürich, 8051 Zürich ZH",20.02.2020,zuerich,26.02.2020,14,2.Stock,1,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22985328,Wohnung,870,1,01.05.2020,5,"Stiglenstrasse 59, 8052 Zürich",19.02.2020,zuerich,26.02.2020,28,1.Stock,1,,1966,,,,,750,120,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22983023,Wohnung,1850,2,01.05.2020,NaN,"Langackerstrasse 51, 8057 Zürich",19.02.2020,zuerich,26.02.2020,,2.Stock,1,,,1,,,,1740,110,,500m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22983012,Wohnung,3095,3.5,01.07.2020,3,"Siewerdtstrasse 107, 8050 Zürich",19.02.2020,zuerich,26.02.2020,99,4.Stock,1,,2017,1,1,,,2795,300,1,200m,500m,1,1200m,,,,,,,,,,,,1,,,,,,,,,,,,, +22983009,Wohnung,2510,3.5,01.03.2020,5,"Rautistrasse 61, 8047 Zürich",19.02.2020,zuerich,26.02.2020,85,4.Stock,,,2016,,,,,2270,240,,100m,100m,1,2000m,150m,,,,,,,,,,,,,,,,,,,,,,,, +22982178,Wohnung,3100,3,sofort,NaN,"Sempacherstrasse 20, 8032 Zürich",,zuerich,26.02.2020,70,2.Stock,1,,,1,,,,2900,200,,120m,140m,,,620m,490m,,,,,,,,,,,,,,,,,,,,,,, +22982997,Wohnung,3720,5,,NaN,"Heinrich Federer-Strasse 32, 8038 Zürich",19.02.2020,zuerich,26.02.2020,127,,1,,,1,1,1,1,3500,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22983010,Wohnung,2018,3,sofort,4,"Magdalenenstrasse 9, 8050 Zürich",19.02.2020,zuerich,26.02.2020,79,1.Stock,1,,1952,,,,,1868,150,,,,,,,,,,,,,,,79,,,,,,,,,,,,,,, +22982998,Wohnung,3940,4.5,sofort,4,"Kilchbergstrasse 125, 8038 Zürich",19.02.2020,zuerich,26.02.2020,106,EG,,,2019,1,1,,,3650,290,1,130m,850m,,1500m,450m,700m,600m,,,,,,,,,1,,,,,,,,,,,,, +22982651,Wohnung,1290,1,sofort,NaN,"Burstwiesenstrasse 73, 8055 Zürich",19.02.2020,zuerich,26.02.2020,24,2.Stock,,,,1,,,,1210,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22983624,Wohnung,2430,3.5,17.04.2020,NaN,"Luegete, 8053 Zürich",19.02.2020,zuerich,26.02.2020,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22984186,Maisonette,2654,4,01.05.2020,5,"Margrit-Rainer-Strasse 13, 8050 Zürich",19.02.2020,zuerich,26.02.2020,117,EG,1,,2004,1,1,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22979722,Wohnung,4500,5.5,sofort,NaN,"Nidelbadstrasse 2, 8038 Zürich",19.02.2020,zuerich,26.02.2020,174,2.Stock,,,,1,1,1,,4100,400,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +23018469,Wohnung,1650,1.5,nachVereinbarung,NaN,8032 Zürich ZH,19.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22979732,Wohnung,1980,2.5,01.04.2020,NaN,"Wieslergasse 10, 8049 Zürich",19.02.2020,zuerich,26.02.2020,,3.Stock,1,,,1,1,1,,1750,230,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22983189,Wohnung,2386,4,16.04.2020,4,"Langmauerstrasse 105, 8006 Zürich",19.02.2020,zuerich,26.02.2020,67,3.Stock,,,1926,,,,,2100,286,,300m,600m,,,300m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22981286,Wohnung,2347,3.5,,NaN,8057 Zürich,19.02.2020,zuerich,26.02.2020,80,2.Stock,,,,,,,,2257,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22983259,Maisonette,3980,3.5,nachVereinbarung,4,"Stampfenbachplatz 4, 8006 Zürich",19.02.2020,zuerich,26.02.2020,110,5.Stock,1,,1926,,,,,3650,330,1,15m,300m,,,500m,500m,500m,,,,,,,,,,,,1,,,,,,,,,, +22982057,Wohnung,1910,3.5,01.03.2020,NaN,8053 Zürich ZH,19.02.2020,zuerich,26.02.2020,82,2.Stock,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22979729,Wohnung,1400,3.5,sofort,NaN,"Rautistrasse 332, 8048 Zürich",19.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,1,,,1250,150,,10m,500m,,3000m,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22981521,Wohnung,2170,2.5,01.04.2020,NaN,"Waldstrasse 12, 8045 Zürich",,zuerich,26.02.2020,55,2.Stock,,,,,,,,2020,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22981413,Wohnung,3000,3.5,01.05.2020,3,"Siewerdtstrasse 14, 8050 Zürich",19.02.2020,zuerich,26.02.2020,93,5.Stock,,,2005,,,,,2750,250,1,100m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22978676,Wohnung,920,1,01.04.2020,NaN,"Luegislandstrasse 497, 8051 Zürich ZH",18.02.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,900,20,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22979223,Wohnung,960,1,01.03.2020,NaN,8005 Zürich ZH,19.02.2020,zuerich,26.02.2020,18,4.Stock,,,1980,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22979716,Wohnung,1340,1,11.05.2020,NaN,"Seestrasse 55, 8002 Zürich",19.02.2020,zuerich,26.02.2020,30,EG,1,,,1,,,,1220,120,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22977976,Wohnung,2840,3.5,01.04.2020,5,"Witikonerstrasse 54, 8032 Zürich",18.02.2020,zuerich,26.02.2020,93,EG,,,1975,,,,,2600,240,1,200m,250m,,500m,450m,,,,,,,,,,,,,,,,,,,,,,,, +23025399,Wohnung,1550,1,nachVereinbarung,NaN,8006 Zürich ZH,18.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22978364,Wohnung,2310,3,nachVereinbarung,4,"Griesernweg 16, 8037 Zürich",,zuerich,26.02.2020,70,EG,,,1960,,,,,2050,260,,150m,400m,,2900m,,,,,,,,,,,,,,,,,,,,,,,,, +22978565,Wohnung,1810,1,01.04.2020,NaN,"Edenstrasse 9, 8045 Zürich",18.02.2020,zuerich,26.02.2020,41,4.Stock,1,,,1,,,,1610,200,1,100m,100m,,750m,120m,,,,,,,,,,,,,,,,,,,,,,,, +22980100,Wohnung,2660,4,01.05.2020,NaN,"Giblenstrasse 10, 8049 Zürich",18.02.2020,zuerich,26.02.2020,111,1.Stock,,,,,,,,2300,360,,100m,700m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22978130,Wohnung,1800,1,01.05.2020,2,"Rolandstr 19, 8004 Zürich ZH",18.02.2020,zuerich,26.02.2020,23,4.Stock,1,,2018,,,,,1680,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22979715,Wohnung,3250,2.5,sofort,NaN,"Schifflände 5, 8001 Zürich",19.02.2020,zuerich,26.02.2020,81,3.Stock,,,,,,,,3050,200,1,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22978181,Wohnung,3130,4.5,01.05.2020,6,"Buchzelgweg 4, 8053 Zürich",18.02.2020,zuerich,26.02.2020,135,2.Stock,,,1988,,,,,2750,380,,110m,110m,,,300m,500m,1500m,,,,,,,,,,,,,,,,,,,,,, +22976490,Wohnung,4250,3.5,01.05.2020,NaN,"Vulkanplatz 7, 8048 Zürich",18.02.2020,zuerich,26.02.2020,118,22.Stock,1,,2017,1,,,,3950,300,1,,,1,,,,,,,1,1,,1,,,,,,,,,,,,,,,, +22978183,Wohnung,2340,3.5,16.04.2020,5,"Seestrasse 345, 8038 Zürich",18.02.2020,zuerich,26.02.2020,75,2.Stock,1,,1967,,1,1,,2090,250,1,130m,600m,,,400m,500m,500m,,,,,,,,,,,,,,,,,,,,,, +22975832,Wohnung,2250,3.5,,NaN,"Riedhofstrasse 48, 8049 Zürich",18.02.2020,zuerich,26.02.2020,,2.Stock,,,,,,,,2100,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22975828,Wohnung,3710,4.5,01.05.2020,4,"Freilagerstrasse 95, 8047 Zürich",18.02.2020,zuerich,26.02.2020,119,4.Stock,,,2016,,,,,3370,340,,500m,500m,1,,500m,,,,,,,,,,,,,,,,,,,,,,,, +22975837,Wohnung,1550,1.5,sofort,NaN,"Sädlenweg 12, 8055 Zürich",18.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,1440,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22975829,Wohnung,4070,5.5,01.05.2020,4,"Freilagerstrasse 91, 8047 Zürich",18.02.2020,zuerich,26.02.2020,146,2.Stock,,,2016,,,,,3650,420,,500m,500m,1,,500m,,,,,,,,,,,,,,,,,,,,,,,, +22976755,Wohnung,1810,1,,NaN,8045 Zürich,18.02.2020,zuerich,26.02.2020,41,4.Stock,,,,,,,,1610,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22975834,Wohnung,1695,3,01.04.2020,NaN,"Starengasse 6, 8052 Zürich",18.02.2020,zuerich,26.02.2020,54,EG,,,,1,,,,1520,175,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22978184,Maisonette,3060,3.5,01.04.2020,5,"Pfingstweidstrasse 104 A, 8005 Zürich",18.02.2020,zuerich,26.02.2020,105,3.Stock,1,,2012,,1,,,2800,260,1,100m,100m,,,10m,,,,,,,,,,,,,,,,,,,,,,,, +22975804,Wohnung,2290,2,,NaN,"Hardstr. 75, 8004 Zürich",18.02.2020,zuerich,26.02.2020,46,5.Stock,1,,,1,,,,2000,290,,50m,50m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22975825,Wohnung,1650,2,sofort,6,"Uetlibergstr. 109, 8045 Zürich",18.02.2020,zuerich,26.02.2020,62,1.Stock,,,1935,,,,,1470,180,,180m,280m,,,260m,700m,400m,,,,,,,,,,,,,,,,,,,,,, +22975808,Wohnung,1300,1,01.05.2020,4,"Russenweg 26, 8008 Zürich",18.02.2020,zuerich,26.02.2020,29,1.Stock,1,,1987,1,,,,1220,80,1,100m,100m,,,,,,,,,,,,29,,,,,,,,,,,,,,, +22972416,Wohnung,770,1,sofort,NaN,"Wehntalerstrasse 530, 8046 Zürich ZH",18.02.2020,zuerich,26.02.2020,25,1.Stock,1,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22972458,Wohnung,1790,2.5,01.06.2020,NaN,"Schärenmoosstrasse 38, 8052 Zürich ZH",18.02.2020,zuerich,26.02.2020,,EG,1,,2019,1,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22973670,Wohnung,1650,2,01.04.2020,4,"Althoossteig 7, 8046 Zürich",18.02.2020,zuerich,26.02.2020,47,3.Stock,,,1982,1,,,,1450,200,,150m,150m,,,200m,200m,200m,,,,,,,,,,,,,,,,,,,,,, +22975824,Einzelzimmer,750,1,01.04.2020,NaN,"Hochstrasse 13, 8044 Zürich",18.02.2020,zuerich,26.02.2020,15,2.Stock,,,,,,,,700,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22972417,Wohnung,500,1,01.04.2020,NaN,"Roswiesenstrasse 14, 8050 Zürich ZH",18.02.2020,zuerich,26.02.2020,16,1.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22976043,Wohnung,2720,3.5,01.06.2020,5,"Tuchmacherstrasse 34, 8041 Zürich",18.02.2020,zuerich,26.02.2020,96,2.Stock,,,2018,,,,,2445,275,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22972454,Wohnung,1580,1,sofort,NaN,8053 Zürich ZH,18.02.2020,zuerich,26.02.2020,32,1.Stock,,,,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22971011,Wohnung,2975,3.5,01.04.2020,NaN,"Kurvenstrasse, 32, 8006 Zürich",17.02.2020,zuerich,26.02.2020,70,3.Stock,,,,1,,,,,,,20m,20m,,200m,50m,200m,,,,,,,,,,1,,,,,,,,,,,,, +22971018,Wohnung,2500,3.5,,NaN,"Albisstrasse 27, 8038 Zürich",17.02.2020,zuerich,26.02.2020,65,1.Stock,1,,,1,,,,2200,300,,150m,200m,,1800m,,,,,,,,,,,,,,,,,,,,,,,,, +22971035,Wohnung,1735,3,01.04.2020,NaN,"Ferdinand - Hodler-Strasse 30, 8049 Zürich",17.02.2020,zuerich,26.02.2020,70,1.Stock,1,,,1,,,,1600,135,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22971862,Dachwohnung,1910,3.5,01.04.2020,NaN,"Eichbühlstrasse 19, 8004 Zürich",,zuerich,26.02.2020,50,4.Stock,1,,,1,,,,1489,421,,,140m,,,,,,,,,1,,,,,1,,,,,,,,,,,,, +22971003,Wohnung,2608,3.5,01.05.2020,NaN,"Zypressenstrasse 55, 8004 Zürich",17.02.2020,zuerich,26.02.2020,,4.Stock,1,,1890,,,,,2423,185,,250m,250m,,2000m,400m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22972363,Wohnung,2540,4,nachVereinbarung,5,"Karl-Stauffer-Strasse 5, 8008 Zürich ZH",18.02.2020,zuerich,26.02.2020,84,EG,1,,1932,1,,,,2300,240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22971005,Wohnung,3990,3.5,01.05.2020,3,"Turbinenstrasse 60, 8005 Zürich",17.02.2020,zuerich,26.02.2020,100,13.Stock,,,2014,1,1,,,3640,350,1,300m,270m,,1700m,1200m,550m,1900m,,,,,,,,,,,,,,,,,,,,,, +22971017,Maisonette,4500,3.5,01.04.2020,NaN,"Forchstrasse 150, 8032 Zürich",17.02.2020,zuerich,26.02.2020,130,5.Stock,1,,,1,,,,4200,300,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22971048,Maisonette,4380,5.5,sofort,4,"Wiesliacher 39, 8053 Zürich",17.02.2020,zuerich,26.02.2020,172,,1,,,1,1,,1,3990,390,,30m,1500m,,,150m,1200m,,,,,,,,,,1,,,,,,,,,,,,, +22971012,Wohnung,1350,1,01.04.2020,NaN,"Forchstrasse 289, 8008 Zürich",17.02.2020,zuerich,26.02.2020,26,2.Stock,,,,1,,,,1250,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22970413,Wohnung,1995,4.5,nachVereinbarung,NaN,8053 Zürich,17.02.2020,zuerich,26.02.2020,100,,,,,1,,,,1680,315,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22969415,Wohnung,2800,2.5,sofort,NaN,8049 Zürich,17.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,, +22967423,Wohnung,1200,3,01.03.2020,NaN,8032 Zürich,17.02.2020,zuerich,26.02.2020,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22968739,Wohnung,2541,3,,NaN,8053 Zürich,17.02.2020,zuerich,26.02.2020,100,,,,,,,,,2033,508,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22970133,Wohnung,2080,4,01.03.2020,3,"Luchswiesenstrasse 130, 8051 Zürich",17.02.2020,zuerich,26.02.2020,73,3.Stock,1,,1956,,1,1,,1800,280,,,,,,,200m,,,,,,,,,,1,,,,,,,,,,,,, +22968863,Wohnung,1200,1,nachVereinbarung,NaN,8001 Zürich ZH,17.02.2020,zuerich,26.02.2020,,4.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22970136,Wohnung,1290,1,01.05.2020,4,"Sihlhallenstrasse 19, 8004 Zürich",17.02.2020,zuerich,26.02.2020,28,3.Stock,,,1974,,,,,1168,122,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23017693,Wohnung,2300,4,nachVereinbarung,NaN,8003 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22970146,Wohnung,2541,3,nachVereinbarung,5,"Stodolastr. 15, 8053 Zürich",17.02.2020,zuerich,26.02.2020,100,EG,1,,1965,,,,,2033,508,,100m,300m,1,,800m,700m,1000m,,,,,,,,,1,,,,,,,,,,,,, +22967880,Wohnung,1400,1.5,01.04.2020,6,"Asylstrasse 144, 8032 Zürich",17.02.2020,zuerich,26.02.2020,50,,,,1875,,,,,1300,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22965599,Wohnung,1550,1.5,01.05.2020,5,"Eierbrechtstrasse 9, 8053 Zürich",,zuerich,26.02.2020,45,2.Stock,,,1927,1,,,,,,,230m,450m,,,300m,450m,,,,,,,,10,,,,,1,,,,,,,,,, +22965167,Wohnung,3950,2.5,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,60,1.Stock,,,,,,,,3730,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22966680,Wohnung,2340,2,nachVereinbarung,NaN,8008 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22967208,Wohnung,910,1,01.06.2020,NaN,"Lettenholzstrasse 42, 8038 Zürich ZH",17.02.2020,zuerich,26.02.2020,17,EG,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22965176,Wohnung,5100,3.5,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,75,5.Stock,,,,,,,,4800,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22965177,Wohnung,3950,2,,NaN,8001 Zürich,17.02.2020,zuerich,26.02.2020,50,3.Stock,,,,,,,,3730,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22967205,Wohnung,1100,1,01.04.2020,NaN,"Josefstrasse 42, 8005 Zürich ZH",17.02.2020,zuerich,26.02.2020,15,3.Stock,1,,,1,,,,1000,100,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22965169,Wohnung,3990,2.5,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,55,4.Stock,,,,,,,,3770,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22965168,Wohnung,2950,1,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,35,5.Stock,,,,,,,,2730,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22967201,Wohnung,1980,3.5,01.03.2020,NaN,"Naglerwiesenstrasse 40, 8049 Zürich",,zuerich,26.02.2020,,EG,1,,1982,1,1,,,1740,240,1,300m,400m,,,400m,300m,300m,,,,,,,,,1,,,,,,,,,,,,, +22965165,Wohnung,3700,2,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,50,3.Stock,,,,,,,,3400,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +14718974,Wohnung,2190,2.5,01.05.2020,5,"Kolibriweg 2, 8048 Zürich",17.02.2020,zuerich,26.02.2020,98,1.Stock,1,,1911,1,,1,,,,,200m,1000m,,2000m,200m,200m,200m,,,,,,,,,,,,,,,,,,,,,, +22965166,Wohnung,4950,3.5,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,80,4.Stock,,,,,,,,4650,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963963,Wohnung,2430,3.5,nachVereinbarung,NaN,8053 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22964903,Maisonette,3250,3.5,nachVereinbarung,3,"Buchzelgstrasse 21, 8053 Zürich",17.02.2020,zuerich,26.02.2020,91,EG,1,,1977,,1,,,3000,250,1,150m,50m,1,8000m,100m,300m,800m,,,,,,,,,,,,,,,,,,,,,, +22964900,Wohnung,4410,4.5,01.04.2020,NaN,"Dufourstrasse, 8008 Zürich",17.02.2020,zuerich,26.02.2020,133,3.Stock,1,,,1,,,,4190,220,1,,,,,,,,,,,,,,,,,,,1,,,,,,,,,, +22965137,Wohnung,5100,3.5,,NaN,8008 Zürich,17.02.2020,zuerich,26.02.2020,90,4.Stock,,,,,,,,4800,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22964711,Wohnung,2800,2.5,,NaN,8049 Zürich,17.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22967231,Wohnung,1431,1.5,01.05.2020,3,"Caspar-Wüest-Strasse 17, 8052 Zürich",17.02.2020,zuerich,26.02.2020,39,EG,1,,1974,,1,1,,1291,140,,70m,1000m,,,300m,1100m,1100m,,,,,,,,,,,,,,,,,,,,,, +22965134,Wohnung,2750,1,,NaN,8001 Zürich,17.02.2020,zuerich,26.02.2020,25,3.Stock,,,,,,,,2600,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963829,Wohnung,1070,1,01.05.2020,NaN,"Bachmannweg 1a, 8046 Zürich ZH",17.02.2020,zuerich,26.02.2020,100,1.Stock,1,,2015,1,1,1,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +22963828,Wohnung,990,1,01.05.2020,NaN,"Flurstrasse 30 / F403, 8048 Zürich ZH",17.02.2020,zuerich,26.02.2020,19,4.Stock,1,1,2000,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963879,Wohnung,680,1.5,nachVereinbarung,NaN,8048 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963880,Wohnung,2550,2.5,nachVereinbarung,NaN,8004 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963837,Wohnung,2895,2.5,01.10.2020,3,"Neubau Badenerstrasse 136, 8004 Zürich ZH",17.02.2020,zuerich,26.02.2020,69,4.Stock,,1,2020,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963962,Wohnung,2400,3.5,nachVereinbarung,NaN,8038 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963838,Wohnung,2795,2.5,01.10.2020,4,"Neubau Badenerstrasse 136, 8004 Zürich ZH",17.02.2020,zuerich,26.02.2020,69,,,1,2020,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963884,Wohnung,2866,4.5,16.05.2020,NaN,"Honigstrasse 37, 8052 Zürich ZH",17.02.2020,zuerich,26.02.2020,135,3.Stock,1,,,1,1,,,2680,186,1,200m,200m,1,1000m,,1000m,,,,,,,,,,,,,,1,,,,,,,,, +22963839,Wohnung,2595,2.5,01.10.2020,3,"Neubau Badenerstrasse 136, 8004 Zürich ZH",17.02.2020,zuerich,26.02.2020,56,EG,,1,2020,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963825,Wohnung,1420,2,nachVereinbarung,NaN,8038 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963334,Maisonette,3900,6.5,01.03.2020,NaN,"Heuelsteig 7, 8032 Zürich ZH",17.02.2020,zuerich,26.02.2020,120,1.Stock,,,,,1,1,,3500,400,,100m,100m,1,,,100m,,,,,,,,,,,,,,1,,,,1,,,,, +22962892,Maisonette,4380,5.5,sofort,4,"Wiesliacher 39D, 8053 Zürich",,zuerich,26.02.2020,172,,1,,1978,1,1,,1,3990,390,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22961176,Wohnung,1790,4,01.03.2020,NaN,"Langgrütstrasse 98, 8047 Zürich",15.02.2020,zuerich,26.02.2020,76,EG,,,,1,,,,,,,200m,200m,,,300m,300m,300m,,,,,,,,,,,,,,,,,,1,,,, +22963699,Wohnung,2300,1.5,nachVereinbarung,NaN,8004 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22966675,Wohnung,1350,1.5,nachVereinbarung,NaN,8055 Zürich ZH,17.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22962893,Wohnung,2280,1,13.04.2020,NaN,"Seebahnstrasse 143, 8003 Zürich",,zuerich,26.02.2020,60,EG,,,,,,,,2100,180,,,,,,,,,,,,,,,66,,,,,,,,,,,,,,, +22958532,Wohnung,1490,1.5,01.05.2020,NaN,8038 Zürich,15.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22959538,Wohnung,3500,6.5,01.03.2020,NaN,"Heuelsteig 7, 8032 Zürich",16.02.2020,zuerich,26.02.2020,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963786,Wohnung,780,1,sofort,NaN,"Bristenstr, 8048 Zürich ZH",17.02.2020,zuerich,26.02.2020,,4.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963698,Wohnung,1795,1.5,01.10.2020,3,"Neubau Badenerstrasse 136, 8004 Zürich ZH",17.02.2020,zuerich,26.02.2020,35,,,1,2020,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22955985,Wohnung,2480,2.5,nachVereinbarung,NaN,8047 Zürich ZH,14.02.2020,zuerich,26.02.2020,78,3.Stock,,,,1,1,,,,,1,,,1,,,,,,,,,,,,,,,1,,,,,,,,,,, +22956488,Wohnung,3740,3.5,01.04.2020,NaN,"Turbinenstrasse 60, 8005 Zürich",15.02.2020,zuerich,26.02.2020,120,10.Stock,,,,1,1,1,,,,1,300m,300m,,1000m,,,,,,,,,,120,,1,,,,,,,,,,,,, +22956549,Wohnung,990,1,nachVereinbarung,NaN,8005 Zürich ZH,15.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22956337,Wohnung,1560,3,nachVereinbarung,NaN,8049 Zürich ZH,15.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22956485,Einzelzimmer,895,1,sofort,NaN,"Müllerstrasse, 8004 Zürich",15.02.2020,zuerich,26.02.2020,,4.Stock,1,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22955982,Wohnung,350,1,nachVereinbarung,NaN,8045 Zürich ZH,14.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22958352,Wohnung,3991,5.5,01.05.2020,4,"Freilagerstrasse 81, 8047 Zürich",15.02.2020,zuerich,26.02.2020,135,4.Stock,,,2016,,,,,3601,390,,500m,500m,1,,500m,,,,,,,,,,,,,,,,,,,,,,,, +22956167,Wohnung,600,3.5,nachVereinbarung,NaN,8038 Zürich ZH,15.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22956490,Wohnung,2340,2.5,sofort,NaN,"Sumatrastrasse 1, 8006 Zürich",15.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,,,1,,,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22956503,Wohnung,2140,2.5,01.04.2020,NaN,"Naglerwiesenstrasse 58, 8049 Zürich",15.02.2020,zuerich,26.02.2020,66,4.Stock,1,,,1,1,,,1987,153,1,200m,500m,,,100m,100m,100m,,,,,,,,,,,,,,,,,,,,,, +22952251,Wohnung,2390,3,nachVereinbarung,NaN,"Meinrad-Lienert-Str. 15, 8003 Zürich",,zuerich,26.02.2020,,1.Stock,,,1895,,,,,2190,200,,100m,200m,,3800m,,,,,,,,,,,,,,,,,,,,,,,,, +23000134,Wohnung,1090,1.5,,NaN,"Trichtenhausenstrasse 21, 8053 Zürich",14.02.2020,zuerich,26.02.2020,36,1.Stock,1,,,,,,,970,120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22953713,Maisonette,3100,3.5,30.03.2020,NaN,"Lindenbachstrasse 50, 8006 Zürich",14.02.2020,zuerich,26.02.2020,85,,1,,,1,,1,,2900,200,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22955609,Wohnung,2095,3,01.04.2020,NaN,"Altstetterstrasse 168, 8048 Zürich ZH",14.02.2020,zuerich,26.02.2020,72,3.Stock,,,,,,1,,1815,280,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22956740,Wohnung,2143,3.5,nachVereinbarung,NaN,8052 Zürich ZH,14.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22953720,Wohnung,2550,3.5,01.04.2020,NaN,"Hugostrasse 2, 8050 Zürich",14.02.2020,zuerich,26.02.2020,92,4.Stock,,,,1,,,,2300,250,1,100m,500m,,,100m,200m,700m,,,,,,,,,,,,,,,,,,,,,, +22961190,Maisonette,2475,4.5,01.04.2020,4,"Im Altried 3g, 8051 Zürich",14.02.2020,zuerich,26.02.2020,110,2.Stock,1,,1983,,,,,2115,360,,10m,600m,1,,300m,355m,355m,,,,,,,,,1,,,,,,,,,,,,, +22951391,Wohnung,2590,3.5,01.05.2020,NaN,"Gladbachstrasse 67, 8044 Zürich ZH",14.02.2020,zuerich,26.02.2020,84,EG,1,,,1,,,,2300,290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22999646,Wohnung,1680,2,01.03.2020,NaN,"Im Heuried 74, 8055 Zürich",,zuerich,26.02.2020,50,1.Stock,,,,,,,,1500,180,,,,,,,,,,,,,,,50,,,,,,,,,,,,,,, +22961702,Wohnung,3470,3.5,nachVereinbarung,4,"Restelbergstrasse 82, 8044 Zürich",14.02.2020,zuerich,26.02.2020,105,EG,1,,1993,1,1,,1,3240,230,1,150m,1500m,,1600m,1500m,1500m,1500m,,,,,,,,,,,,,,,,,,,,,, +22949298,Wohnung,2610,3.5,01.05.2020,4,"Leutschenbachstrasse 56, 8050 Zürich",13.02.2020,zuerich,26.02.2020,92,4.Stock,,,2010,,1,,,2350,260,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22945389,Wohnung,4200,3,01.05.2020,NaN,"Pfirsichstrasse 7, 8006 Zürich",13.02.2020,zuerich,26.02.2020,100,,1,,,1,,,,4000,200,,300m,150m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22947084,Wohnung,3200,3.5,sofort,2,"Mühlackerstrasse 67, 8046 Zürich",,zuerich,26.02.2020,91,5.Stock,,1,2018,1,1,,,3000,200,1,,500m,,1000m,200m,200m,,,,,1,,,,,1,,,,,,,,,,,,, +22949171,Wohnung,2450,2.5,,NaN,"Rotachstrasse 14, 8003 Zürich",14.02.2020,zuerich,26.02.2020,60,EG,,,,,,,,2300,150,,200m,140m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22945390,Wohnung,4810,4.5,16.03.2020,3,"Beckenhofstrasse 64, 8006 Zürich",13.02.2020,zuerich,26.02.2020,106,4.Stock,1,,2013,1,1,,,4510,300,1,150m,150m,,,200m,600m,600m,,,,,,,,,1,,,,,,,,,,,,, +22949143,Maisonette,2115,3.5,01.04.2020,4,"Im Altried 3e, 8051 Zürich",13.02.2020,zuerich,26.02.2020,94,EG,1,,1983,,,,,1845,270,,10m,600m,1,,300m,355m,355m,,,,,,,,,1,,,,,,,,,,,,, +22946980,Maisonette,2115,3.5,,NaN,8051 Zürich,13.02.2020,zuerich,26.02.2020,94,,,,,,,,,1845,270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22948308,Wohnung,2942,3.5,16.03.2020,NaN,"Buchzelgstrasse 108, 8053 Zürich ZH",13.02.2020,zuerich,26.02.2020,116,1.Stock,1,,,1,1,,,2762,180,,,,1,,,,,,,,,,,,,,,1,,,,,,,,,,, +22949141,Wohnung,2480,3,nachVereinbarung,NaN,"Kapfsteig 2, 8032 Zürich",14.02.2020,zuerich,26.02.2020,79,2.Stock,,,,,,,,2300,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22949107,Wohnung,4180,3.5,01.05.2020,5,"Hinterbergstrasse 106, 8044 Zürich",13.02.2020,zuerich,26.02.2020,130,EG,,,2006,,,,,3800,380,1,,,,,,,,,,,,,,,,,,,,,,,,,,1,,, +22946562,Wohnung,2510,3,01.05.2020,NaN,"Waffenplatzstrasse 1, 8002 Zürich",13.02.2020,zuerich,26.02.2020,65,4.Stock,1,,,,,,,2250,260,,100m,50m,1,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22947095,Wohnung,1770,2.5,01.06.2020,NaN,"Flüelastrasse 47, 8047 Zürich",13.02.2020,zuerich,26.02.2020,46,3.Stock,1,1,,,1,1,,1630,140,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22947098,Wohnung,1240,1,01.03.2020,NaN,"Lommisweg 24, 8048 Zürich",,zuerich,26.02.2020,23,3.Stock,,,,,,,,1100,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22945132,Wohnung,1590,3,01.04.2020,NaN,"Grosswiesenstrasse 130 - 134, 8051 Zürich",13.02.2020,zuerich,26.02.2020,65,2.Stock,,,1957,1,,,,1500,90,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22945378,Dachwohnung,3495,2.5,01.05.2020,NaN,"Münstergasse 12, 8001 Zürich",13.02.2020,zuerich,26.02.2020,130,4.Stock,1,,,,,,1,3300,195,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22947096,Wohnung,1380,1.5,sofort,NaN,"Lommisweg 24, 8048 Zürich",,zuerich,26.02.2020,29,Untergeschoss,,,,,,,,1240,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22947090,Wohnung,1340,1.5,01.05.2020,NaN,"Herrligstrasse 19, 8048 Zürich",13.02.2020,zuerich,26.02.2020,21,3.Stock,,,,,,,,1200,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22945379,Wohnung,2100,3,01.03.2020,NaN,"Waffenplatzstrasse 50, 8002 Zürich",13.02.2020,zuerich,26.02.2020,,EG,1,,1927,,,,,1850,250,,20m,80m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22945368,Wohnung,1635,1.5,01.03.2020,3,"Eugen-Huber-Straße, 8048 Zürich",13.02.2020,zuerich,26.02.2020,29,2.Stock,1,,2018,1,,,,1555,80,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22950058,Wohnung,2760,4.5,01.05.2020,NaN,"Mattackerstrasse 3, 8052 Zürich",13.02.2020,zuerich,26.02.2020,,2.Stock,,,2016,,,1,,2490,270,1,,,,,,,,,,,1,,,,,,,,,,,,,,,,,, +22943082,Wohnung,900,1,01.04.2020,NaN,"Neudorfstrasse, 8050 Zürich ZH",13.02.2020,zuerich,26.02.2020,15,EG,,,,1,,1,,875,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22946214,Wohnung,2610,1.5,01.05.2020,4,"Gartenstrasse 6, 8002 Zürich",13.02.2020,zuerich,26.02.2020,57,1.Stock,,,2017,,,,,2440,170,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22943165,Wohnung,2510,3,,NaN,8002 Zürich,13.02.2020,zuerich,26.02.2020,65,4.Stock,,,,,,,,2250,260,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22945576,Loft,3730,2.5,nachVereinbarung,NaN,"Hardturmstrasse 90, 8005 Zürich",13.02.2020,zuerich,26.02.2020,109,4.Stock,,,,,,,,3380,350,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22943130,Wohnung,1500,1,31.03.2020,NaN,"Eugen Huber-Strasse 65b, 8048 Zürich",,zuerich,26.02.2020,50,3.Stock,,,,,,,,1350,150,,500m,500m,,,500m,500m,,,,,,,,,,,,,,,,,,,,,,, +22946215,Wohnung,5120,6,nachVereinbarung,4,"Im Schilf 10, 8044 Zürich",13.02.2020,zuerich,26.02.2020,160,2.Stock,,,1932,,,,,4600,520,,200m,600m,,,400m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22941589,Wohnung,3995,,sofort,4,"In der Wässeri, 13, 8047 Zürich",13.02.2020,zuerich,26.02.2020,167,,1,,1977,1,,1,,3794,201,1,200m,200m,,2000m,,200m,,,,,,,,,,,,,,,,,,,,,,, +23014737,Einzelzimmer,1097,1,01.03.2020,NaN,"Stiglenstrasse, 8052 Zürich",13.02.2020,zuerich,26.02.2020,19,3.Stock,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22946210,Wohnung,2390,3.5,01.05.2020,NaN,"Katzenbachstrasse 225, 8052 Zürich",13.02.2020,zuerich,26.02.2020,100,EG,,,,,,,,2150,240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22941600,Attika,5570,4,01.05.2020,3,"Witikonerstrasse 251, 8053 Zürich",13.02.2020,zuerich,26.02.2020,150,2.Stock,,,2012,1,1,1,1,5120,450,1,,,,,,,,,,,,,,250,,1,,,,,,,,,,,,, +22992840,Wohnung,1800,2.5,nachVereinbarung,NaN,8055 Zürich ZH,12.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937577,Wohnung,1980,2.5,01.04.2020,NaN,"Witikonerstrasse 265, 8053 Zürich",12.02.2020,zuerich,26.02.2020,65,EG,1,,,1,1,1,,1840,140,,20m,250m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937559,Einzelzimmer,1185,2,01.04.2020,NaN,"Langgrütstrasse, 8047 Zürich",12.02.2020,zuerich,26.02.2020,71,2.Stock,1,,,1,,,,1090,95,,200m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22941576,Wohnung,1425,1,01.05.2020,NaN,"Seefeldstrasse 255A, 8008 Zürich",13.02.2020,zuerich,26.02.2020,25,1.Stock,,,,1,,,,1325,100,1,100m,,,,,,,,,,,,,25,,,,,,,,,,,,,,, +22941578,Wohnung,1350,1.5,01.04.2020,NaN,"Sempacherstrasse 79, 8032 Zürich",13.02.2020,zuerich,26.02.2020,30,EG,,,,,,,,1200,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937553,Wohnung,1650,1,01.04.2020,NaN,"LEHENSTEIG 7, 8037 Zürich",12.02.2020,zuerich,26.02.2020,,3.Stock,,,,1,1,,,,,,30m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937545,Wohnung,3200,3.5,,4,"Hadlaubstrasse 130, 8006 Zürich",12.02.2020,zuerich,26.02.2020,90,1.Stock,1,,1981,1,,,,,,1,450m,700m,,1500m,600m,950m,950m,,,,,,,,,,,,,,,,,,,,,, +22938779,Wohnung,5850,3.5,nachVereinbarung,3,"Alte Feldeggstrasse, 8008 Zürich",12.02.2020,zuerich,26.02.2020,134,,,,2009,1,,,1,5550,300,1,100m,100m,,,300m,500m,500m,,,,,,,,,,,,,,,,,,,,,, +22940363,Wohnung,2945,3.5,sofort,6,"Susenbergstrasse 142, 8044 Zurich /Fluntern, 8044 Zürich ZH",12.02.2020,zuerich,26.02.2020,90,EG,,,2017,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22940361,Wohnung,1460,1,nachVereinbarung,NaN,8032 Zürich ZH,12.02.2020,zuerich,26.02.2020,85,2.Stock,1,,,1,,,,1360,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937533,Wohnung,4390,4,,NaN,"Limmatquai 86 / Köngengasse 2, 8001 Zürich",12.02.2020,zuerich,26.02.2020,103,5.Stock,1,,,,,,,4150,240,,5m,10m,1,1500m,,,,,,,,,,,,,,,,,,,,,,,,, +22936842,Wohnung,1550,1,01.04.2020,NaN,"LEHENSTEIG 7, 8037 Zürich",,zuerich,26.02.2020,,3.Stock,1,,,1,,,,,,,30m,100m,,,,,,,,,1,,,,,,,,,,,,,,,,,, +22937534,Maisonette,4870,3.5,01.04.2020,NaN,"Niederdorfstrasse 67, 8001 Zürich",12.02.2020,zuerich,26.02.2020,110,5.Stock,1,,,1,,,1,4550,320,1,100m,100m,1,,,,,,,,,,,180,,,,,,,,,,,,,,, +22935374,Wohnung,4940,4.5,nachVereinbarung,3,"Beethovenstrasse n/n, 8002 Zürich",12.02.2020,zuerich,26.02.2020,130,1.Stock,1,,1940,,,,,,,1,100m,100m,,,,,,,,,,,,,,,,,1,,,,,,,,,, +22939388,Wohnung,1721,2,01.06.2020,6,"Ausstellungsstrasse 36, 8005 Zürich",12.02.2020,zuerich,26.02.2020,55,4.Stock,,,1987,,,,,1560,161,1,200m,600m,,,400m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22936594,Wohnung,1500,1.5,01.07.2020,NaN,8037 Zürich,12.02.2020,zuerich,26.02.2020,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22934854,Wohnung,1975,3.5,23.03.2020,NaN,"Lehfrauenweg 5, 8053 Zürich ZH",12.02.2020,zuerich,26.02.2020,100,2.Stock,1,,,1,1,1,,1700,275,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937541,Wohnung,3490,4.5,16.03.2020,6,"Röntgenstrasse 22a, 8005 Zürich",12.02.2020,zuerich,26.02.2020,132,2.Stock,1,,2015,,1,,,3110,380,1,200m,400m,1,,700m,700m,,,,,,,,,,1,,,,,,,,,,,,, +22937542,Wohnung,1240,1,01.04.2020,NaN,"Universitätsstrasse 110, 8006 Zürich",12.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,1100,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22940758,Wohnung,1065,1,01.05.2020,5,"Regensdorferstrasse 63, 8049 Zürich",12.02.2020,zuerich,26.02.2020,36,EG,,,1955,,,,,875,190,,200m,600m,,3100m,,750m,750m,,,,,,,,,,,,,,,,,,,,,, +22930991,Wohnung,1700,3.5,nachVereinbarung,NaN,8048 Zürich ZH,12.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22930152,Wohnung,1714,2.5,01.05.2020,4,"Imbisbühlsteig 10A, 8049 Zürich",11.02.2020,zuerich,26.02.2020,58,2.Stock,1,,1995,,,,,1425,289,1,300m,500m,1,,200m,200m,200m,,,,,,,,,1,,,,,,,,,,,,, +22936438,Wohnung,2010,3.5,01.05.2020,NaN,"Im Brächli 41, 8053 Zürich",12.02.2020,zuerich,26.02.2020,77,1.Stock,1,,1955,,,,,1680,330,,270m,490m,1,,260m,1300m,1300m,,,,,,,,,,,,,,,,,,,,,, +22934782,Wohnung,4475,5.5,sofort,5,"Hadlaubstrasse 130, 8006 Zürich",,zuerich,26.02.2020,188,2.Stock,,,1981,1,,,1,3985,490,1,450m,700m,,1500m,600m,950m,950m,,,,,,,,,,,,,,,,,,,,,, +22929102,Einzelzimmer,700,1,sofort,NaN,"Seebacherstrasse 58, 8052 Zürich",,zuerich,26.02.2020,,2.Stock,,,,,,,,530,170,,50m,680m,,,80m,330m,,,,,,,,,,,,,1,,,,,,,,,, +22929461,Wohnung,3200,2.5,01.04.2020,3,"Etzelstrasse 37, 8038 Zürich",,zuerich,26.02.2020,63,3.Stock,1,,2020,1,,,,2950,250,1,200m,200m,,1500m,200m,200m,200m,,,,1,,,74,,,,,,,,,,,,,,, +22928855,Wohnung,2036,3,01.04.2020,NaN,"Hofwiesenstrasse 248, 8057 Zürich",11.02.2020,zuerich,26.02.2020,67,EG,1,,,1,,,,1826,210,,5m,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22972561,Wohnung,900,1,nachVereinbarung,NaN,8048 Zürich ZH,12.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22929695,Wohnung,1400,1,sofort,3,"Fennergasse 5, 8008 Zürich",11.02.2020,zuerich,26.02.2020,24,EG,,,1875,,,,,1320,80,,100m,200m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22930385,Wohnung,3300,4,nachVereinbarung,NaN,"Forchstrasse 84, 8008 Zürich",,zuerich,26.02.2020,,4.Stock,,,1963,,,,,3075,225,,200m,400m,,4400m,,,,,,,,,,,,,,,,,,,,,,,,, +22928821,Wohnung,1210,1,01.04.2020,NaN,"Zollstrasse 6, 8005 Zürich",11.02.2020,zuerich,26.02.2020,23,1.Stock,,,,,,,,1000,210,,10m,10m,,1500m,,,,,,,,,,,,,,,,,,,,,,,,, +14714029,Dachwohnung,1480,2,01.05.2020,NaN,"Winterthurerstrasse 400, 8051 Zürich",11.02.2020,zuerich,26.02.2020,55,2.Stock,1,,,,,,,1285,195,,200m,500m,,2500m,,,,,,,,,,,,,,,,,,,,,,,,, +22928845,Wohnung,2050,3.5,01.05.2020,NaN,"Salerstrasse 21, 8050 Zürich",11.02.2020,zuerich,26.02.2020,70,2.Stock,1,,,1,,,,1860,190,,260m,200m,,1000m,500m,700m,,,,,,,,,,1,,,,,,,,,,,,, +22927074,Wohnung,990,1,01.04.2020,NaN,"Gubelstrasse, 8050 Zürich",11.02.2020,zuerich,26.02.2020,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22930153,Wohnung,4180,5,01.04.2020,3,"Kinkelstrasse 40, 8006 Zürich",11.02.2020,zuerich,26.02.2020,101,3.Stock,1,,1935,1,,,,3880,300,1,230m,130m,1,,100m,500m,200m,,,,,,,,,1,,,,,,,,,,,,, +22928770,Wohnung,1714,2.5,,NaN,8049 Zürich,11.02.2020,zuerich,26.02.2020,58,2.Stock,,,,,,,,1425,289,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22928851,Wohnung,2850,4.5,01.05.2020,4,"Caspar-Wüst-Strasse 69, 8052 Zürich",11.02.2020,zuerich,26.02.2020,104,2.Stock,1,,2014,1,1,1,,2650,200,1,,,,,,,,,,,,,,140,,1,,,,,,,,,,,,, +22931011,Wohnung,2870,3,01.04.2020,4,"Im Trichtisal 11a, 8053 Zürich",,zuerich,26.02.2020,79,1.Stock,,,2020,1,1,,,,,1,240m,1000m,1,8500m,220m,1200m,1200m,,,,1,,,,,1,,,,,,,,,,,,, +22928825,Wohnung,3995,3.5,01.06.2020,NaN,"Mainaustrasse 49, 8008 Zürich",11.02.2020,zuerich,26.02.2020,121,1.Stock,1,,,,1,,1,3615,380,1,100m,100m,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22928822,Attika,6400,,01.04.2020,3,"Limmatstrasse 213, 8005 Zürich",11.02.2020,zuerich,26.02.2020,160,5.Stock,1,,2012,1,,1,,6000,400,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22925203,Wohnung,1490,1.5,01.05.2020,NaN,"Hügelstrasse 43, 8002 Zürich ZH",11.02.2020,zuerich,26.02.2020,35,2.Stock,,,,,,,,1310,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23013625,Wohnung,3400,4.5,nachVereinbarung,NaN,8003 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22926908,Wohnung,1410,1.5,01.05.2020,NaN,"Bändlistrasse 71, 8064 Zürich",,zuerich,26.02.2020,30,EG,1,,,,,1,,1280,130,1,1750m,330m,,,800m,1060m,,,,,,,,,,,,,,,,,,,,,,, +22926819,Wohnung,2607,4.5,01.05.2020,4,"Heerenschürlistrasse 8, 8051 Zürich",11.02.2020,zuerich,26.02.2020,98,1.Stock,,,2014,,,,,2277,330,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001268,Wohnung,1700,2.5,nachVereinbarung,NaN,8038 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22925453,Wohnung,2100,2.5,nachVereinbarung,NaN,8003 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22925447,Wohnung,1750,3.5,nachVereinbarung,NaN,8008 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22927000,Wohnung,2230,3.5,01.04.2020,NaN,"Binzstrasse, 8045 Zürich",11.02.2020,zuerich,26.02.2020,68,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22925945,Wohnung,250,2.5,nachVereinbarung,NaN,8045 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22925339,Studio,550,1,nachVereinbarung,NaN,8037 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924665,Wohnung,1560,1,sofort,NaN,8004 Zürich ZH,11.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22997976,Wohnung,1457,1.5,01.04.2020,NaN,"Überlandstrasse 285, 8051 Zürich",11.02.2020,zuerich,26.02.2020,53,3.Stock,1,,,,,1,,1327,130,,,,,,,,,,,,,,,50,,,,,,,,,,,,,,, +22923926,Wohnung,1700,1.5,nachVereinbarung,NaN,8004 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924596,Wohnung,1500,1.5,nachVereinbarung,NaN,8037 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924321,Wohnung,1090,1,16.04.2020,NaN,"Wallisellenstrasse 333, 8050 Zürich ZH",11.02.2020,zuerich,26.02.2020,16,4.Stock,1,1,2012,1,1,1,,,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22924594,Wohnung,1410,1,01.04.2020,NaN,8001 Zürich ZH,11.02.2020,zuerich,26.02.2020,25,4.Stock,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924668,Wohnung,725,1,sofort,NaN,8057 Zürich ZH,11.02.2020,zuerich,26.02.2020,1,2.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924597,Wohnung,2300,1.5,nachVereinbarung,NaN,8005 Zürich ZH,11.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22924768,Wohnung,1450,2.5,sofort,NaN,"Maneggpromenade 82, 8041 Zürich",11.02.2020,zuerich,26.02.2020,,,,,,1,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22926821,Wohnung,2575,2.5,01.04.2020,NaN,"Hohlstrasse 104, 8004 Zürich",11.02.2020,zuerich,26.02.2020,49,4.Stock,,,,,,,,2420,155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22956170,Wohnung,3145,3.5,nachVereinbarung,NaN,8046 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22921964,Maisonette,4171,4.5,,5,"Loorenstrasse 62, 8053 Zürich",10.02.2020,zuerich,26.02.2020,147,EG,,,2018,1,1,1,,3906,265,1,450m,450m,1,6000m,700m,700m,,,,,,,,,,1,,,,,,,,,,,,, +22920109,Wohnung,3560,4,01.03.2020,NaN,"Klosbachstrasse 10, 8032 Zürich",10.02.2020,zuerich,26.02.2020,98,2.Stock,,,,,,,,3320,240,1,,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22920909,Wohnung,3670,4,nachVereinbarung,NaN,"Seestr. 160, 8002 Zürich",10.02.2020,zuerich,26.02.2020,100,2.Stock,,,1996,,1,1,,3400,270,,10m,1000m,,1000m,1000m,700m,1200m,,,,,,,,,,,,,,,,,,,,,, +22920922,Wohnung,4918,4,nachVereinbarung,NaN,"Hadlaubstr. 62, 8006 Zürich",10.02.2020,zuerich,26.02.2020,,1.Stock,,,1924,,,,,3868,1050,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22923313,Wohnung,2700,4.5,16.05.2020,4,"Oerlikonerstrasse 58b, 8057 Zürich",11.02.2020,zuerich,26.02.2020,91,2.Stock,,,2001,,,,,2450,250,,20m,20m,,,160m,300m,500m,,,,,,,,,,,,,,,,,,,,,, +22922501,Wohnung,2180,3.5,01.05.2020,NaN,"Eisfeldstrasse 20, 8050 Zürich",10.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,1900,280,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22918971,Wohnung,2640,3.5,01.04.2020,4,"Regensdorferstrasse 72, 8049 Zürich",10.02.2020,zuerich,26.02.2020,66,2.Stock,1,,2018,1,1,,,2440,200,1,10m,700m,,3500m,,700m,700m,,,,,,,,,,,,,,,,,,,,,, +23021870,Wohnung,1705,3,,5,"Mühlezelgstrasse 26, 8047 Zürich",10.02.2020,zuerich,26.02.2020,60,1.Stock,,,1971,,,,,1500,205,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22918972,Wohnung,1945,3,,NaN,"Jungholzstrasse 34, 8050 Zürich",10.02.2020,zuerich,26.02.2020,58,EG,,,,1,,,,1761,184,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22918963,Wohnung,3550,5,sofort,NaN,"Rainstrasse 91, 8038 Zürich",10.02.2020,zuerich,26.02.2020,147,1.Stock,1,,,1,1,,1,3200,350,,450m,450m,,,300m,300m,,,,,,,,147,,1,,,,,,,,,,,,, +22920040,Wohnung,3330,4.5,nachVereinbarung,5,"Hädrichstr. 6, 8047 Zürich",10.02.2020,zuerich,26.02.2020,123,3.Stock,1,,2012,,1,,,3070,260,1,300m,210m,1,,1000m,1100m,1300m,,,,1,,,,,1,,1,,,,,,,,,,, +22918967,Wohnung,2390,3.5,01.04.2020,3,"Holderbachweg 21, 8046 Zürich",10.02.2020,zuerich,26.02.2020,86,2.Stock,1,,1978,1,,,,,,,200m,200m,,600m,,,,,,,,,,,,,,,,,,,,,,,,, +22918941,Maisonette,1840,2,,5,"Tüfweg 2, 8044 Gockhausen",10.02.2020,zuerich,26.02.2020,77,2.Stock,1,,1996,1,,,,1680,160,,100m,,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22916734,Wohnung,2060,3.5,nachVereinbarung,NaN,"Wehntalerstrasse 404, 8046 Zürich",10.02.2020,zuerich,26.02.2020,75,1.Stock,1,,,1,,1,,1890,170,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22920022,Loft,2280,1.5,nachVereinbarung,5,"Hädrichstr. 8, 8047 Zürich",10.02.2020,zuerich,26.02.2020,81,EG,1,,2012,,1,,,2080,200,1,300m,210m,1,,1000m,1100m,1300m,,,,1,,,,,1,,1,,,,,,,,,,, +22918465,Wohnung,1100,,nachVereinbarung,NaN,"Birmensdorferstrasse 419, 8055 Zürich",10.02.2020,zuerich,26.02.2020,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22921080,Wohnung,2880,2.5,sofort,3,"Klausstrasse 49, 8008 Zürich",10.02.2020,zuerich,26.02.2020,70,1.Stock,1,,1957,,,,,2650,230,1,100m,250m,,,200m,600m,400m,,,,,,,,,,,,,,,,,,,,,, +22918951,Dachwohnung,2700,2.5,01.05.2020,NaN,"Scheuchzerstrasse 69, 8006 Zürich",10.02.2020,zuerich,26.02.2020,60,5.Stock,1,,,1,,,,2500,200,1,50m,30m,,,,,,,,,,,,85,,,,,,,,,,,,,,, +23018827,Wohnung,3680,3.5,,3,8005 Zürich,10.02.2020,zuerich,26.02.2020,94,,,,2013,,,,,3600,80,,300m,100m,,1000m,200m,200m,,,,1,,,,111,,,,,,,,,,,,,,, +22915965,Wohnung,1200,1,sofort,NaN,"Sempacherstr, 8032 Zürich ZH",10.02.2020,zuerich,26.02.2020,14,4.Stock,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22916033,Wohnung,3630,3.5,nachVereinbarung,NaN,8004 Zürich ZH,08.02.2020,zuerich,26.02.2020,86,3.Stock,,,,1,,,,3400,230,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22909903,Wohnung,3695,4.5,01.06.2020,5,"Im Glockenacker 39, 8053 Zürich",08.02.2020,zuerich,26.02.2020,129,1.Stock,1,,2020,1,1,1,,3395,300,1,150m,150m,1,,300m,300m,300m,,,,,,,146,,1,,,,,,,,,,,,, +22916032,Wohnung,590,1,nachVereinbarung,NaN,8037 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22915888,Wohnung,1000,1.5,nachVereinbarung,NaN,8006 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22915977,Wohnung,925,3.5,nachVereinbarung,NaN,8052 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22931240,Wohnung,3629,4.5,nachVereinbarung,NaN,"Samariterstrasse 18, 8032 Zürich ZH",10.02.2020,zuerich,26.02.2020,,4.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22915967,Wohnung,955,1,nachVereinbarung,NaN,8006 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22914721,Wohnung,3485,2.5,nachVereinbarung,NaN,"Brandschenkestrasse, 8002 Zürich",09.02.2020,zuerich,26.02.2020,88,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22915981,Maisonette,3600,4.5,nachVereinbarung,NaN,8006 Zürich ZH,10.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22907630,Wohnung,2100,2.5,sofort,NaN,8044 Zürich ZH,07.02.2020,zuerich,26.02.2020,49,3.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22907348,Wohnung,2150,3.5,sofort,NaN,8055 Zürich ZH,07.02.2020,zuerich,26.02.2020,80,1.Stock,1,1,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22908783,Wohnung,4030,4.5,nachVereinbarung,4,"Akazienstrasse 6, 8008 Zürich",,zuerich,26.02.2020,115,3.Stock,1,,1997,,,,,3690,340,1,100m,350m,1,,400m,400m,1200m,,,,,,,,,1,,,,,,,,,,,,, +22909883,Wohnung,2680,3,04.05.2020,4,"Splügenstrasse 9, 8002 Zürich",08.02.2020,zuerich,26.02.2020,68,1.Stock,1,,1930,1,,,,2430,250,1,200m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22908786,Wohnung,2330,3.5,01.05.2020,5,"Forchstrasse 331/333, 8008 Zürich",07.02.2020,zuerich,26.02.2020,81,2.Stock,1,,1971,,,,,2100,230,1,10m,10m,1,4000m,,,,,,,,,,,,,,,,,,,,,,,,, +22907874,Wohnung,1280,1,sofort,3,"Schäracher 2, 8053 Zürich ZH",07.02.2020,zuerich,26.02.2020,25,3.Stock,,,1984,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22907641,Wohnung,aufAnfrage,,nachVereinbarung,NaN,"Südstrasse 7, 8008 Zürich ZH",07.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22908782,Wohnung,4065,4.5,01.03.2020,4,"Akazienstrasse 6, 8008 Zürich",07.02.2020,zuerich,26.02.2020,116,3.Stock,1,,1997,,,,,3720,345,1,100m,350m,1,,400m,400m,1200m,,,,,,,,,1,,,,,,,,,,,,, +22907639,Wohnung,600,1,sofort,NaN,"Im Holzerhurd 42, 8046 Zürich ZH",07.02.2020,zuerich,26.02.2020,16,EG,1,,1975,,1,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22907408,Wohnung,4030,4.5,,NaN,8008 Zürich,07.02.2020,zuerich,26.02.2020,115,3.Stock,,,,,,,,3690,340,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22898777,Wohnung,1600,2.5,nachVereinbarung,NaN,8032 Zürich ZH,07.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22905958,Wohnung,650,1,nachVereinbarung,NaN,8001 Zürich ZH,07.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22918091,Wohnung,1140,1,01.03.2020,NaN,"Hallwylstrasse 40, 8004 Zürich",,zuerich,26.02.2020,20,4.Stock,,,,,,,,1020,120,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22906749,Dachwohnung,2150,3.5,01.04.2020,5,"Funkackerstrasse 15, 8050 Zürich",07.02.2020,zuerich,26.02.2020,100,2.Stock,,,1931,,,,,1900,250,,300m,800m,,300m,200m,200m,1000m,,,,,,,,,1,,,,,,,,,,,,, +22903019,Wohnung,1220,1,nachVereinbarung,NaN,"Jakob Füglistrasse 16, 8048 Zürich",,zuerich,26.02.2020,26,2.Stock,,,,1,,,,1100,120,1,100m,500m,,2000m,450m,300m,850m,,,,,,,,,,,,,,,,,,,,,, +22906737,Wohnung,4250,2.5,,2,"Limmatstrasse 260, 8005 Zürich",07.02.2020,zuerich,26.02.2020,95,17.Stock,1,,2013,,1,,,3800,450,1,50m,150m,,4000m,300m,450m,450m,,,,,,,,,,,,,,,,,,,,,, +22898798,Wohnung,1200,2.5,sofort,NaN,"Grossalbis, 8045 Zürich",07.02.2020,zuerich,26.02.2020,90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22925974,Wohnung,1860,4,,NaN,8052 Zürich,07.02.2020,zuerich,26.02.2020,,EG,,,,,,,,1650,210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22908984,Wohnung,3460,4.5,01.04.2020,3,"Max Bill-Platz 13, 8050 Zürich",07.02.2020,zuerich,26.02.2020,125,5.Stock,1,1,2006,1,1,,,3200,260,1,50m,50m,1,,50m,50m,50m,,,,,,,,,1,,,,,,,,,,,,, +22903412,Wohnung,2210,1,01.03.2020,NaN,"Weite Gasse 6, 8001 Zürich",,zuerich,26.02.2020,45,4.Stock,1,,,,,,,2180,30,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22904407,Wohnung,1855,3,01.03.2020,NaN,"Fellenbergstrasse 303, 8047 Zürich",07.02.2020,zuerich,26.02.2020,,EG,,,,,,,,1635,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22901179,Wohnung,1780,2.5,01.05.2020,4,"Nansenstrasse 7, 8050 Zürich",06.02.2020,zuerich,26.02.2020,58,4.Stock,1,,1985,1,1,,,1540,240,1,50m,50m,,,500m,500m,500m,,,,,,,,,,,,,,,,,,,,,, +22895114,Maisonette,5500,6,,4,"Wolframplatz 11, 8045 Zürich",06.02.2020,zuerich,26.02.2020,160,EG,1,,2013,1,1,1,,5100,400,1,50m,100m,1,500m,100m,,,,,,,,,,,1,,,,,,,,,,,,, +22895107,Wohnung,1925,2,01.04.2020,NaN,"Universitätsstrasse 110, 8006 Zürich",06.02.2020,zuerich,26.02.2020,,5.Stock,,,,,,,,1715,210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22901081,Wohnung,2230,4,nachVereinbarung,NaN,"Birmensdorferstrasse 419, 8055 Zürich",06.02.2020,zuerich,26.02.2020,77,1.Stock,,,,1,,,,2115,115,1,2m,500m,,1700m,600m,750m,750m,,,,,,,,,1,,,,,,,,,,,,, +22895771,Wohnung,1150,1,01.05.2020,NaN,"Buckhauserstrasse 1, 8048 Zürich ZH",06.02.2020,zuerich,26.02.2020,13,5.Stock,1,,1999,1,1,,,960,190,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22900194,Dachwohnung,4140,4.5,01.05.2020,NaN,"Agnesstrasse 4, 8004 Zürich",06.02.2020,zuerich,26.02.2020,112,5.Stock,,,,1,,1,,3890,250,1,,,,,,,,,10,,,,,,,,,,,,,,,,,,,, +22899930,Wohnung,3810,4,01.04.2020,3,"Kinkelstrasse 40, 8006 Zürich",06.02.2020,zuerich,26.02.2020,90,2.Stock,1,,1935,,,,,3490,320,1,230m,130m,1,,100m,500m,200m,,,,,,,,,1,,,,,,,,,,,,, +22896626,Wohnung,1200,1,nachVereinbarung,NaN,8044 Zürich ZH,06.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22895978,Wohnung,1800,3,nachVereinbarung,NaN,8049 Zürich ZH,06.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22904403,Wohnung,6180,7,,5,"Toblerstrasse 39, 8044 Zürich",06.02.2020,zuerich,26.02.2020,225,2.Stock,,,1930,,,,,5400,780,,130m,400m,,,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22893414,Wohnung,2570,4,01.04.2020,4,"Arianestrasse 17, 8052 Zürich",06.02.2020,zuerich,26.02.2020,102,,,,2013,,,,,2370,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22904404,Wohnung,6380,7,,5,"Toblerstrasse 39, 8044 Zürich",06.02.2020,zuerich,26.02.2020,220,3.Stock,,,1930,,,,,5600,780,,130m,400m,,,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22901531,Wohnung,3550,2.5,01.03.2020,4,"Ernastrasse 30, 8004 Zürich",06.02.2020,zuerich,26.02.2020,90,5.Stock,,,2017,1,,,,3250,300,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22894779,Wohnung,1680,2,nachVereinbarung,NaN,8003 Zürich ZH,06.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22900516,Attika,4100,3.5,01.05.2020,4,"Eichstrasse 27, 8045 Zürich",06.02.2020,zuerich,26.02.2020,142,4.Stock,1,,1955,,1,1,,3800,300,1,200m,400m,1,,800m,200m,600m,,,,,,,,,,,,,,,,,,,,,, +22894780,Wohnung,1600,3,sofort,NaN,"Heidwiesen 17, 8051 Zürich ZH",06.02.2020,zuerich,26.02.2020,,1.Stock,,,,,,,,1400,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22894589,Wohnung,1584,2.5,01.04.2020,NaN,"Wasserschöpfi, 8055 Zürich",06.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22892887,Wohnung,1620,2.5,01.03.2020,NaN,"Felsenrainstrasse 77, 8052 Zürich",06.02.2020,zuerich,26.02.2020,67,EG,,,,1,1,,,,,,100m,500m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22893803,Wohnung,1400,1,01.04.2020,NaN,"Untere Zäune 15, 8001 Zürich",06.02.2020,zuerich,26.02.2020,,1.Stock,1,,1955,,,,,1260,140,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22891591,Wohnung,1550,1,01.03.2020,NaN,"Käferholzstrasse 38, 8057 Zürich ZH",06.02.2020,zuerich,26.02.2020,15,4.Stock,,,2015,1,1,1,,1200,350,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +22889791,Wohnung,3470,4,nachVereinbarung,NaN,8004 Zürich ZH,05.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22902847,Wohnung,2135,3,01.04.2020,5,"Auhofstrasse 7, 8051 Zürich",05.02.2020,zuerich,26.02.2020,96,4.Stock,,,1999,,,,,1920,215,,190m,450m,1,1000m,1000m,1000m,2900m,,,,,,,,,,,,,,,,,,,,,, +22891026,Maisonette,4000,2.5,sofort,NaN,"Zwinglistrasse, 34, 8004 Zürich",06.02.2020,zuerich,26.02.2020,90,2.Stock,,,,1,,1,,3750,250,,,,1,,,,,,,,,,,120,,,,,,,,,,,,,,, +22891049,Wohnung,1642,3,sofort,NaN,"Friedrichstrasse 16, 8051 Zürich",06.02.2020,zuerich,26.02.2020,60,EG,1,,,1,,,,1450,192,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22891023,Wohnung,1890,1.5,sofort,NaN,"Bremgartnerstrasse 15, 8003 Zürich",06.02.2020,zuerich,26.02.2020,,EG,1,,,1,,1,,1790,100,1,50m,100m,1,2000m,100m,100m,100m,,,,,,,,,,,,,,,,,,,,,, +22891619,Wohnung,900,1,01.04.2020,5,"Saumstr. 20, 8003 Zürich ZH",06.02.2020,zuerich,26.02.2020,20,3.Stock,1,,1934,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009501,Wohnung,950,1,01.04.2020,NaN,"Altstetterstrasse 224, 8048 Zürich ZH",06.02.2020,zuerich,26.02.2020,15,2.Stock,,,,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22891644,Wohnung,700,1,sofort,NaN,8046 Zürich ZH,06.02.2020,zuerich,26.02.2020,13,2.Stock,1,1,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22891032,Wohnung,2895,1.5,01.07.2020,NaN,"Mainaustrasse 49, 8008 Zürich",06.02.2020,zuerich,26.02.2020,68,3.Stock,1,,,1,1,,1,2695,200,1,100m,100m,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +23022714,Wohnung,2350,4.5,nachVereinbarung,NaN,8053 Zürich,05.02.2020,zuerich,26.02.2020,105,3.Stock,,,,1,,,,2100,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22899918,Wohnung,3800,3.5,01.04.2020,2,"Feldstrasse 60, 8004 Zürich",,zuerich,26.02.2020,88,4.Stock,1,,1898,1,,,,3550,250,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22888864,Maisonette,3900,7,,NaN,"Tulpenstrasse 37, 8051 Zürich",05.02.2020,zuerich,26.02.2020,145,2.Stock,1,,,1,,,,3500,400,,230m,500m,,750m,450m,100m,100m,,,,,,,,,1,,,,,,,,,,,,, +22900520,Wohnung,1550,1.5,01.03.2020,NaN,"Hohlstrasse 104, 8004 Zürich",,zuerich,26.02.2020,23,2.Stock,,,,,,,,1476,74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22888862,Wohnung,1650,2,01.05.2020,NaN,"Schöneichstrasse 7, 8051 Zürich",05.02.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1470,180,1,53m,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22888861,Wohnung,1390,2,sofort,NaN,"SAATLENSTRASSE 19, 8051 Zürich",05.02.2020,zuerich,26.02.2020,,3.Stock,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22888324,Wohnung,2860,3,nachVereinbarung,NaN,8032 Zürich ZH,05.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22900703,Wohnung,3693,4.5,nachVereinbarung,4,"Hohlstrasse 513, 8048 Zürich",05.02.2020,zuerich,26.02.2020,128,7.Stock,,,2010,,,,,3340,353,1,,,,,,,,,,,,,,,,,,,,,,307m³,,,,,,, +22888328,Maisonette,1330,4.5,nachVereinbarung,NaN,8047 Zürich ZH,05.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22889108,Wohnung,1600,2,sofort,NaN,"Gubelstrasse 29, 8050 Zürich",05.02.2020,zuerich,26.02.2020,35,EG,,,,,,,,1520,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22884923,Wohnung,1680,3,16.03.2020,3,"Hirzenbachstrasse 24, 8051 Zürich",04.02.2020,zuerich,26.02.2020,55,2.Stock,,,1957,1,,,,1440,240,,150m,100m,,1300m,150m,,,,,,,,,,,,,,,,,,,,,,,, +22884906,Terrassenwohnung,2400,2.5,,5,"Büchnerstrasse 18, 8006 Zürich",04.02.2020,zuerich,26.02.2020,70,,1,,1911,1,,,1,,,,200m,400m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22884903,Wohnung,3454,3.5,01.04.2020,5,"Dienerstrasse 59, 8004 Zürich",04.02.2020,zuerich,26.02.2020,94,3.Stock,,,2015,1,,,,3134,320,1,300m,200m,,4000m,100m,100m,200m,,,,,,,,,,,,,,,,,,,,,, +22885766,Wohnung,2870,3.5,01.04.2020,NaN,"Friesenbergstrasse 108, 8055 Zürich",,zuerich,26.02.2020,,3.Stock,1,,,1,,,1,2650,220,1,50m,500m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22884901,Wohnung,2150,4,sofort,NaN,"Anwandstrasse 60, 8004 Zürich",04.02.2020,zuerich,26.02.2020,75,4.Stock,1,,,,,,,,,1,50m,150m,,,,150m,,,,,,,,,,,,,,,,,,,,,,, +22885619,Wohnung,1790,3,01.03.2020,NaN,"Frohburgstrasse 311, 8057 Zürich ZH",05.02.2020,zuerich,26.02.2020,70,1.Stock,1,,,1,,1,,1540,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22884908,Wohnung,2700,3,01.03.2020,NaN,"Nebelbachstrasse 9, 8008 Zürich",04.02.2020,zuerich,26.02.2020,65,1.Stock,1,,,1,,,,2550,150,,20m,30m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22884054,Wohnung,3000,2.5,nachVereinbarung,4,8005 Zürich,04.02.2020,zuerich,26.02.2020,74,2.Stock,1,,2016,1,1,,,2700,300,1,,,,,,,,255cm,29,,,,,,,,,,,,,,,,,,,, +22885772,Wohnung,2590,3.5,01.05.2020,5,"Grosswiesenstrasse 145, 8051 Zürich",04.02.2020,zuerich,26.02.2020,99,4.Stock,,,2018,1,1,,,2390,200,1,40m,20m,,3m,,,,,,,1,,,,,1,,,,,,,,,,,,, +22884900,Dachwohnung,2650,2.5,sofort,NaN,"Weststrasse 160, 8003 Zürich",04.02.2020,zuerich,26.02.2020,74,3.Stock,,,,,,,,2500,150,,,,,,,,,,,,,,,72,,,,,,,,,,,,,,, +22883979,Wohnung,1730,2,01.04.2020,5,"Stodolastr. 15, 8053 Zürich",04.02.2020,zuerich,26.02.2020,62,EG,1,,1965,,,,,1425,305,,100m,300m,1,,800m,700m,1000m,,,,,,,,,1,,,,,,,,,,,,, +22880785,Wohnung,1200,3,01.04.2020,NaN,"Birmensdorferstr. 182, 8055 Zürich",04.02.2020,zuerich,26.02.2020,76,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22881977,Wohnung,2800,4.5,sofort,NaN,"Gubelstrasse 29, 8050 Zürich",04.02.2020,zuerich,26.02.2020,93,,,,,1,,,,2700,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23023810,Loft,3600,2.5,,3,"Albulastr. 60, 8048 Zürich",04.02.2020,zuerich,26.02.2020,110,13.Stock,1,,2009,,1,,,3250,350,1,100m,550m,1,,200m,200m,900m,,,,1,,,,,1,,,,,,,,,,,,, +22881482,Wohnung,1620,1,nachVereinbarung,2,8050 Zürich ZH,04.02.2020,zuerich,26.02.2020,26,3.Stock,1,,2012,1,,,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +22884157,Wohnung,1670,1.5,nachVereinbarung,4,"Stampfenbachstr. 67, 8006 Zürich",04.02.2020,zuerich,26.02.2020,44,1.Stock,1,,1930,,,1,,1500,170,1,200m,150m,1,,1000m,800m,800m,,,,,,,,,,,,1,,,,,,,,,, +22881331,Wohnung,2770,3,16.04.2020,NaN,"Zürichbergstrasse 72, 8044 Zürich",04.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,2460,310,,100m,100m,,,200m,200m,,,,,,,,,,,,,,,,,,,,,,, +22881480,Wohnung,1080,1,01.03.2020,NaN,"Seestrasse, 8038 Zürich ZH",04.02.2020,zuerich,26.02.2020,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22880410,Wohnung,1495,3,15.04.2020,NaN,"Bächlerstrasse 5, 8046 Zürich",04.02.2020,zuerich,26.02.2020,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22882286,Wohnung,3600,2.5,nachVereinbarung,NaN,8048 Zürich ZH,04.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22882330,Wohnung,2700,4,nachVereinbarung,4,"Im Glockenacker 58, 8053 Zürich",04.02.2020,zuerich,26.02.2020,102,1.Stock,,,1973,,1,,,2420,280,1,300m,700m,1,,700m,800m,800m,,,,,,,,,1,,,,,,,,,,,,, +22874404,Wohnung,1470,1,01.04.2020,2,"Obstgartenstr. 40, 8006 Zürich",03.02.2020,zuerich,26.02.2020,25,1.Stock,,,1958,,,,,1400,70,1,300m,500m,,,700m,,,,,,,,,,,,,,,,,,,,,,,, +22875233,Wohnung,2730,2.5,01.04.2020,4,"Birmensdorferstrasse 458, 8055 Zürich",03.02.2020,zuerich,26.02.2020,80,3.Stock,,,2018,1,1,,,2500,230,1,100m,100m,,,700m,600m,,,,,,,,,,,,,,,,,,,,,,, +22921933,Wohnung,4720,4.5,01.04.2020,4,"Winterthurerstrasse 83, 8006 Zürich",03.02.2020,zuerich,26.02.2020,116,2.Stock,1,,2015,1,1,,,4420,300,1,57m,10m,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22875235,Wohnung,1558,2.5,,5,"Birchstrasse, 8057 Zürich",03.02.2020,zuerich,26.02.2020,54,3.Stock,,,1921,,,,,,,,200m,700m,,2000m,,,,,,,,,,,,,,,,,,,,,,,,, +22875232,Wohnung,1600,1.5,01.04.2020,NaN,"Birmensdorferstrasse 458, 8055 Zürich",03.02.2020,zuerich,26.02.2020,32,Untergeschoss,,,2018,,1,,,1500,100,1,100m,100m,,,700m,600m,,,,,,,,,,,,,,,,,,,,,,, +22879444,Wohnung,1490,1,01.04.2020,NaN,"Predigerplatz 34, 8001 Zürich",04.02.2020,zuerich,26.02.2020,22,,1,,,,,,,1365,125,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22876443,Wohnung,35,1.5,nachVereinbarung,NaN,8008 Zürich ZH,04.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22878096,Wohnung,1900,2.5,05.07.2020,5,"Albisriederstrasse 183, 8047 Zürich",04.02.2020,zuerich,26.02.2020,58,2.Stock,1,1,2015,1,,,,1700,200,1,50m,400m,,3000m,,,,,,,1,,,,,,,,,,,,,,,,,, +22875212,Maisonette,5200,4.5,01.04.2020,2,"Heinrichstrasse 112, 8005 Zürich",03.02.2020,zuerich,26.02.2020,126,3.Stock,1,,1886,1,,,,,,,100m,300m,1,1000m,100m,100m,500m,,,,,,,155,,1,,,,,,,,,,,,, +22871608,Wohnung,1680,1,01.04.2020,NaN,"Seefeldstrasse 255, 8008 Zürich",03.02.2020,zuerich,26.02.2020,30,4.Stock,,,,1,,,,,,1,100m,200m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22874365,Wohnung,2190,3.5,01.04.2020,NaN,"Fellenbergstrasse 317, 8047 Zürich",03.02.2020,zuerich,26.02.2020,72,1.Stock,,,,,,,,1900,290,,400m,250m,,3500m,400m,650m,400m,,,,,,,,,,,,,,,,,,,,,, +22871634,Wohnung,1530,3,,NaN,"Schärenmoosstrasse 12, 8052 Zürich",03.02.2020,zuerich,26.02.2020,64,,1,,,1,,,,1310,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871625,Wohnung,2450,2.5,01.05.2020,3,"Limmattalstr 42, 8049 Zürich",03.02.2020,zuerich,26.02.2020,66,1.Stock,,,1934,1,,,,2300,150,1,100m,400m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22872950,Wohnung,1470,1,,NaN,8006 Zürich,03.02.2020,zuerich,26.02.2020,25,1.Stock,,,,,,,,1400,70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871613,Terrassenwohnung,3860,3.5,01.04.2020,4,"Sempacherstrasse 37, 8032 Zürich",03.02.2020,zuerich,26.02.2020,100,1.Stock,1,,2011,1,1,,,3490,370,1,,,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22904987,Wohnung,1344,1,01.04.2020,NaN,"Küngenmatt 21, 8055 Zürich",03.02.2020,zuerich,26.02.2020,,EG,1,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22871540,Wohnung,3050,4.5,10.03.2020,4,"Thurwiesenstrasse 7, 8037 Zürich",03.02.2020,zuerich,26.02.2020,90,1.Stock,,,1920,1,,,,,,1,100m,100m,,,,,,,,,,,,90,,1,,,,,,,,,,,,, +22873005,Wohnung,183,1,nachVereinbarung,NaN,8003 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22874388,Wohnung,5050,3.5,01.04.2020,NaN,"Seefeldstr. 116, 8008 Zürich",03.02.2020,zuerich,26.02.2020,102,5.Stock,1,,,,1,,,4750,300,1,130m,80m,,,200m,200m,800m,,,,1,,,,,1,,1,,,,,,,,,,, +22870521,Wohnung,200,1,nachVereinbarung,NaN,8055 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22869877,Wohnung,2690,5.5,nachVereinbarung,NaN,8050 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871078,Wohnung,1900,1.5,01.04.2020,NaN,"Berninastrasse 58, 8057 Zürich",03.02.2020,zuerich,26.02.2020,26,4.Stock,,,2018,,,,,1820,80,,180m,280m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871062,Wohnung,3420,5.5,nachVereinbarung,6,"Florastrasse 38, 8008 Zürich",03.02.2020,zuerich,26.02.2020,129,1.Stock,,,1969,,,,,2990,430,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22870905,Wohnung,6980,4.5,01.12.2020,2,"Susenbergstrasse 90, 8044 Zürich",03.02.2020,zuerich,26.02.2020,151,1.Stock,1,,2015,1,1,,1,6600,380,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22870393,Attika,3500,,04.05.2020,NaN,8046 Zürich,03.02.2020,zuerich,26.02.2020,164,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871597,Wohnung,3375,2.5,01.03.2020,NaN,"Hafnerstrasse 7, 8005 Zürich",03.02.2020,zuerich,26.02.2020,69,1.Stock,,,,,,,,3200,175,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871077,Wohnung,3350,4.5,16.04.2020,5,"Anemonenstrasse 40 H, 8047 Zürich",03.02.2020,zuerich,26.02.2020,129,3.Stock,1,,2007,,,,,2950,400,1,300m,400m,,,200m,600m,600m,,,,,,,,,,,,,,,,,,,,,, +22868744,Wohnung,3860,3.5,nachVereinbarung,3,"Sempacherstrasse 50, 8032 Zürich",,zuerich,26.02.2020,105,3.Stock,1,,1951,,,,,3594,266,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22871057,Wohnung,2022,3,01.05.2020,4,"Haldenstrasse 173, 8055 Zürich",03.02.2020,zuerich,26.02.2020,62,4.Stock,,,1927,,,,,1830,192,,200m,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867162,Wohnung,1913,2.5,nachVereinbarung,NaN,8049 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867219,Wohnung,2900,3,nachVereinbarung,NaN,8001 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867087,Wohnung,1980,3.5,nachVereinbarung,NaN,8049 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22868763,Wohnung,1890,1.5,01.03.2020,NaN,"Hafnerstrasse 7, 8005 Zürich",03.02.2020,zuerich,26.02.2020,28,1.Stock,,,,,,,,1820,70,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,, +22867072,Wohnung,1000,1,01.04.2020,NaN,"Sperletweg, 8052 Zürich ZH",03.02.2020,zuerich,26.02.2020,,3.Stock,1,1,,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867430,Wohnung,960,1,nachVereinbarung,NaN,8057 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22868762,Wohnung,4800,3.5,01.03.2020,NaN,"Hafnerstrasse 7, 8005 Zürich",03.02.2020,zuerich,26.02.2020,99,2.Stock,,1,,1,,,,4550,250,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,, +22992847,Wohnung,1000,2,nachVereinbarung,NaN,8004 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867149,Wohnung,588,1,nachVereinbarung,NaN,8045 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867218,Wohnung,2218,3,nachVereinbarung,NaN,8004 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22866896,Wohnung,1600,1.5,nachVereinbarung,NaN,8006 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867068,Wohnung,1300,1,01.03.2020,NaN,"Pfingstweidstrasse 94, 8005 Zürich ZH",03.02.2020,zuerich,26.02.2020,,22.Stock,1,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22975838,Wohnung,1650,2,sofort,NaN,"Bernerstrasse Nord 174, 8064 Zürich",31.01.2020,zuerich,26.02.2020,,2.Stock,,,,1,,1,,,,,230m,400m,,650m,400m,400m,,,,,,,,,,1,,,,,,,,,,,,, +22867159,Wohnung,2035,2.5,nachVereinbarung,NaN,8048 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22860620,Wohnung,2100,3,01.04.2020,NaN,"Calandastrasse 15, 8048 Zürich",,zuerich,26.02.2020,75,1.Stock,,,,1,,1,,1900,200,,80m,70m,,500m,90m,320m,,,,,,,,68,,,,,,,,,,,,,,, +22865644,Maisonette,2385,,15.04.2020,NaN,"Im Altried 3d, 8051 Zürich",02.02.2020,zuerich,26.02.2020,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22861002,Wohnung,2390,2.5,01.05.2020,5,"Schaffhauserstrasse 210, 8057 Zürich",31.01.2020,zuerich,26.02.2020,80,1.Stock,1,,2016,1,1,,,2240,150,1,,,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22863645,Wohnung,1840,2.5,sofort,NaN,"Dübendorfstrasse 211, 8051 Zürich",01.02.2020,zuerich,26.02.2020,,1.Stock,1,,,1,,,,1680,160,,160m,250m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22965689,Wohnung,560,1,nachVereinbarung,NaN,8045 Zürich ZH,03.02.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867071,Wohnung,1250,1,sofort,NaN,"Birchstrasse 231, 8052 Zürich ZH",03.02.2020,zuerich,26.02.2020,18,1.Stock,1,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22860567,Wohnung,1772,2,01.05.2020,4,"Steinkluppenweg 3/5, 8057 Zürich",31.01.2020,zuerich,26.02.2020,56,1.Stock,1,,1949,,,,,1450,322,,400m,700m,1,,500m,500m,700m,,,,,,,,,,,,,,,,,,,,,, +22860997,Wohnung,1030,1,nachVereinbarung,NaN,"Waffenplatzstrasse 1, 8002 Zürich",31.01.2020,zuerich,26.02.2020,23,2.Stock,1,,,,,,,900,130,,100m,50m,1,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +23018925,Wohnung,1600,2,,3,"Altwiesenstr. 81, 8051 Zürich",31.01.2020,zuerich,26.02.2020,54,2.Stock,1,,1954,1,1,1,,1380,220,,50m,300m,1,,50m,50m,100m,,,,,,,,,,,,1,,,,,,,,,, +22866895,Wohnung,2250,1.5,sofort,NaN,8045 Zürich ZH,31.01.2020,zuerich,26.02.2020,43,3.Stock,1,,1991,1,1,,,2150,100,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22857919,Wohnung,1295,2.5,16.04.2020,NaN,"Schwellistrasse 59, 8052 Zürich",31.01.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1155,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22899920,Wohnung,1295,2.5,16.04.2020,NaN,"Schwellistrasse 59, 8052 Zürich",31.01.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1155,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22857387,Wohnung,6120,5.5,01.04.2020,3,"Seeblickstrasse 24, 8038 Zürich",31.01.2020,zuerich,26.02.2020,180,,1,1,2014,1,,,,5495,625,1,,,,,,,,,,1,,1,1,,,1,,,,,,,,,,,,, +22859888,Wohnung,3820,4,01.04.2020,NaN,"Neuhausstrasse 12, 8044 Zürich",31.01.2020,zuerich,26.02.2020,140,2.Stock,1,,,1,1,,1,3545,275,1,,,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22859900,Studio,1060,1,,NaN,"Buchzelgstrasse 91, 8053 Zürich",31.01.2020,zuerich,26.02.2020,,EG,1,,,,,,,920,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22857551,Wohnung,4200,4.5,01.04.2020,3,"Spitalgasse 10, 8001 Zürich",31.01.2020,zuerich,26.02.2020,100,2.Stock,1,,1890,1,,1,,,,1,200m,,1,,,,,,,,,,,100,,1,,,,,,,,,,,,, +22852691,Maisonette,2990,4.5,,6,"Im Tobelacker 10d, 8044 Gockhausen",30.01.2020,zuerich,26.02.2020,151,2.Stock,1,,2008,1,1,,1,2700,290,1,180m,2000m,1,5000m,1000m,1000m,3000m,,,,,,,,,1,,,,,,,,,,,,, +22852690,Maisonette,2995,4.5,,6,"Im Tobelacker 10c, 8044 Gockhausen",30.01.2020,zuerich,26.02.2020,151,2.Stock,1,,2008,1,1,,1,2705,290,1,180m,2000m,1,5000m,1000m,1000m,3000m,,,,,,,,,1,,,,,,,,,,,,, +22947890,Wohnung,1240,1.5,sofort,NaN,"Drusbergstrasse 40, 8053 Zürich ZH",31.01.2020,zuerich,26.02.2020,,,1,,,1,,,,1090,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22851552,Maisonette,2460,4.5,01.04.2020,4,"Im Altried 3d, 8051 Zürich",30.01.2020,zuerich,26.02.2020,110,2.Stock,1,,1983,,,,,2125,335,,10m,600m,1,,300m,355m,355m,,,,,,,,,1,,,,,,,,,,,,, +22853584,Wohnung,1285,1,01.05.2020,NaN,"Bolleystrasse 17, 8006 Zürich ZH",30.01.2020,zuerich,26.02.2020,18,2.Stock,1,,,,,,,1150,135,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22857556,Wohnung,3800,3.5,01.04.2020,4,"Turbinenstrasse 26, 8005 Zürich",31.01.2020,zuerich,26.02.2020,101,3.Stock,,,2013,,,,,3470,330,1,200m,400m,,,600m,1000m,,,,,,,,,,,,,,,,,,,,,,, +22853614,Wohnung,1287,1,nachVereinbarung,NaN,8049 Zürich ZH,31.01.2020,zuerich,26.02.2020,89,1.Stock,1,,1982,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22855550,Wohnung,3560,3.5,01.04.2020,NaN,"Am Guggenberg 18, 8053 Zürich",31.01.2020,zuerich,26.02.2020,94,1.Stock,,,,1,1,1,,3250,310,,150m,250m,1,,,100m,,,,,,,,,,,,,,,,,,,,,,, +22852676,Attika,9250,5.5,01.07.2020,NaN,"Tödistrasse 27, 8002 Zürich",30.01.2020,zuerich,26.02.2020,195,5.Stock,,,,1,,,1,8900,350,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22867165,Wohnung,2550,3.5,nachVereinbarung,NaN,8051 Zürich ZH,31.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23009498,Wohnung,3265,4.5,nachVereinbarung,NaN,"Buchzelgstrasse, 8053 Zürich ZH",30.01.2020,zuerich,26.02.2020,126,,1,,,1,1,,,2975,290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22848137,Wohnung,1722,3,02.03.2020,NaN,"Im Brächli 2, 8053 Zürich",30.01.2020,zuerich,26.02.2020,55,EG,,,,,,,,1500,222,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22848116,Wohnung,2310,2.5,01.05.2020,5,"Freilagerstrasse 99, 8047 Zürich",30.01.2020,zuerich,26.02.2020,76,7.Stock,,,2016,,,,,2090,220,,500m,500m,1,,500m,,,,,,,,,,,,,,,,,,,,,,,, +23018915,Wohnung,1759,3.5,,5,"Wehntalerstrasse 641, 8046 Zürich",30.01.2020,zuerich,26.02.2020,80,1.Stock,1,,1995,1,1,,,1459,300,,100m,200m,1,500m,,,,,,,,,,,,1,,,,,,,,,,,,, +22848095,Dachwohnung,5980,4.5,01.05.2020,NaN,"Sonneggstrasse 47, 8006 Zürich",30.01.2020,zuerich,26.02.2020,110,4.Stock,,,,1,,,,5630,350,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22851528,Wohnung,3010,3,nachVereinbarung,4,"Engimattstrasse 25, 8002 Zürich",30.01.2020,zuerich,26.02.2020,92,EG,1,,1933,,1,,,2700,310,,700m,400m,1,2100m,500m,1100m,900m,,,,,,,,,,,,,,,,,,,,,, +22938373,Wohnung,2300,2.5,nachVereinbarung,NaN,"Michael-Maggi-Strasse 22, 8046 Zürich",,zuerich,26.02.2020,50,1.Stock,,,2010,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22986424,Wohnung,2450,2.5,16.03.2020,NaN,"Pfirsichstrasse 17, 8006 Zürich",30.01.2020,zuerich,26.02.2020,65,5.Stock,,,,,,,,2200,250,1,36m,200m,,800m,,,,,,,,,,,,,,,,,,,,,,,,, +22848125,Wohnung,2490,3.5,,NaN,"Limmattalstr. 51, 8049 Zürich",30.01.2020,zuerich,26.02.2020,80,1.Stock,1,,,1,,,,2340,150,,,,,,,,,,,,,,,80,,,,,,,,,,,,,,, +22851556,Wohnung,2190,3,01.05.2020,NaN,"Bächlerstrasse 62, 8046 Zürich",30.01.2020,zuerich,26.02.2020,69,2.Stock,1,,,1,,,,1940,250,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22848246,Wohnung,2880,3.5,01.04.2020,5,"Ursprungstrasse 1b, 8044 Gockhausen",,zuerich,26.02.2020,102,,,1,2019,1,,1,,2620,230,1,,,1,,,,,,,,1,,,,,1,,,,,,,,,,,,, +22848131,Wohnung,2500,2,sofort,NaN,"Friesstrasse 31/33, 8050 Zürich",29.01.2020,zuerich,26.02.2020,40,,1,,,1,1,1,,,,1,30m,350m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22840856,Wohnung,800,1,01.03.2020,NaN,"Küngenmatt 50, 8055 Zürich ZH",29.01.2020,zuerich,26.02.2020,13,EG,,,1966,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22841277,Wohnung,4390,3.5,01.03.2020,NaN,"Schärenmoosstrasse 76, 8052 Zürich",29.01.2020,zuerich,26.02.2020,124,3.Stock,1,,2015,1,1,,,3990,400,1,50m,20m,1,500m,100m,200m,200m,,,,,,,,,,,,,,,,,,,,,, +22847048,Wohnung,2720,3,01.04.2020,NaN,"Helenastrasse 15, 8008 Zürich ZH",30.01.2020,zuerich,26.02.2020,62,3.Stock,1,,,,,,,2460,260,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22850241,Wohnung,2500,2,sofort,NaN,"Beethovenstrasse 9-11, 8002 Zürich",29.01.2020,zuerich,26.02.2020,45,5.Stock,,,,,,,,,,1,400m,,,,,,,,,,,,,,,,,,1,,,,,,,,,, +22843571,Attika,5081,5.5,01.04.2020,2,"Nidelbadstrasse 2, 8038 Zürich",29.01.2020,zuerich,26.02.2020,180,3.Stock,1,,1960,1,1,1,1,4631,450,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22840857,Wohnung,690,1,01.03.2020,NaN,"Rümlangstrasse 55a, 8052 Zürich ZH",29.01.2020,zuerich,26.02.2020,16,2.Stock,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22846985,Maisonette,5830,5.5,01.05.2020,NaN,"Giacomettistr. 15, 8049 Zürich",29.01.2020,zuerich,26.02.2020,161,3.Stock,,,2006,1,,,1,5300,530,,100m,500m,1,1500m,150m,500m,150m,,,,,,,,,,,,,,,,,,,,,, +22846675,Wohnung,3200,3,01.04.2020,NaN,"Wildbachstrasse 68, 8008 Zürich",30.01.2020,zuerich,26.02.2020,74,2.Stock,1,,,1,,,,2800,400,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22909902,Wohnung,2866,4.5,16.05.2020,NaN,"Honigstrasse 37, 8052 Zürich",28.01.2020,zuerich,26.02.2020,,2.Stock,1,,,1,1,,,2680,186,1,400m,500m,,500m,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22848206,Wohnung,1810,2.5,01.04.2020,NaN,"Schaffhauserstrasse 264, 8057 Zürich",29.01.2020,zuerich,26.02.2020,,2.Stock,1,,1962,,1,1,,1650,160,1,,,,,,,,,,,,,,58,1,,,,,,1,,,,,,1,, +22867270,Wohnung,1500,2.5,nachVereinbarung,NaN,8045 Zürich ZH,28.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22848354,Wohnung,2315,3.5,16.05.2020,5,"Im Walder 15/17, 8008 Zürich",28.01.2020,zuerich,26.02.2020,76,EG,,,1952,,1,,,2035,280,,50m,50m,,,110m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22847640,Wohnung,2050,4.5,01.04.2020,4,"Sihlweidstrasse 62, 8041 Zürich",29.01.2020,zuerich,26.02.2020,80,2.Stock,,,1974,,,,,1750,300,1,330m,330m,1,,350m,200m,,,,,,,,,,,,,,,,,,,,,,, +22833850,Wohnung,1614,2,01.04.2020,6,"Limmattalstrasse 359, 8049 Zürich",28.01.2020,zuerich,26.02.2020,47,1.Stock,1,,2018,,,,,1461,153,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22837280,Wohnung,8200,6.5,,3,8002 Zürich,29.01.2020,zuerich,26.02.2020,260,,,,1911,,,,1,7600,600,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,1, +22937544,Wohnung,2670,2.5,01.04.2020,NaN,"Scheuchzerstrasse 79, 8006 Zürich",28.01.2020,zuerich,26.02.2020,65,EG,,,,1,1,,,2450,220,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22846986,Wohnung,1795,2,nachVereinbarung,4,"Bombachstr. 26, 8049 Zürich",29.01.2020,zuerich,26.02.2020,59,1.Stock,,,1953,,,,,1515,280,,700m,1000m,1,,700m,700m,700m,,,,,,,,,1,,,,,,,,,,,,, +22967885,Wohnung,3479,4.5,01.04.2020,5,"Klosterweg 14, 8044 Zürich",28.01.2020,zuerich,26.02.2020,135,1.Stock,,,1999,1,,,,3189,290,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22830266,Wohnung,4850,3.5,01.04.2020,NaN,"Gustav-Gull-Platz 4, 8004 Zürich ZH",28.01.2020,zuerich,26.02.2020,125,8.Stock,1,1,,1,,,,4500,350,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +23024645,Wohnung,1656,3,01.04.2020,NaN,"Herbstweg 72, 8050 Zürich",27.01.2020,zuerich,26.02.2020,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22831635,Wohnung,2290,2.5,15.06.2020,4,"In der Ey 68, 8047 Zürich",28.01.2020,zuerich,26.02.2020,69,,1,,2020,1,,,,2050,240,,150m,150m,1,5000m,500m,500m,750m,,,,1,,,,,,,,,,,,,,,,,, +22831292,Wohnung,4850,6,01.04.2020,NaN,"Universitätstrasse 51, 8006 Zürich",,zuerich,26.02.2020,140,EG,,,,,,,,4500,350,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22834843,Wohnung,1950,2,nachVereinbarung,NaN,8005 Zürich ZH,28.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22830315,Wohnung,1237,1,nachVereinbarung,NaN,8003 Zürich ZH,28.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22829163,Wohnung,2880,4.5,01.04.2020,3,"Zweiackerstrasse 59, 8053 Zürich",27.01.2020,zuerich,26.02.2020,93,2.Stock,1,,1979,1,,,1,2700,180,,50m,800m,1,,100m,1000m,,,,,,,,,,1,,,,,,,,,,,,, +22829579,Wohnung,2650,4.5,01.04.2020,NaN,"Tennmoosstrasse 11, 8044 Gockhausen",27.01.2020,zuerich,26.02.2020,104,EG,,,,,,,,2500,150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22831785,Wohnung,2020,3.5,,NaN,8053 Zürich,28.01.2020,zuerich,26.02.2020,78,,,,,,,,,1800,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22833238,Wohnung,2020,3.5,01.04.2020,5,"Buchzelgstrasse 55, 8053 Zürich",28.01.2020,zuerich,26.02.2020,78,EG,,,1970,,,,,1800,220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22869622,Wohnung,2980,3.5,sofort,NaN,"Südstrasse 7, 8008 Zürich",27.01.2020,zuerich,26.02.2020,75,1.Stock,,,,1,,1,,2800,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22825950,Wohnung,2111,1.5,01.04.2020,NaN,"Niederdorfstrasse 35, 8001 Zürich",27.01.2020,zuerich,26.02.2020,45,2.Stock,1,,1700,,,,,1871,240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22824034,Wohnung,7330,4.5,01.04.2020,2,"Zollikerstrasse 203c, 8008 Zürich",27.01.2020,zuerich,26.02.2020,158,1.Stock,,,2016,,,,,6730,600,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22823803,Wohnung,1836,2.5,01.05.2020,5,"Arianestrasse 19, 8052 Zürich",27.01.2020,zuerich,26.02.2020,67,4.Stock,,,2013,,,,,1711,125,1,,,1,,,,,,,,1,,,,,1,,,,,,,,,,,,, +22848565,Wohnung,1790,2.5,01.04.2020,NaN,"Schwammendingerstr. 81, 8050 Zürich",27.01.2020,zuerich,26.02.2020,60,3.Stock,1,,,1,,,,1590,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22825626,Wohnung,3545,3.5,01.04.2020,4,"Pestalozzistrasse 41, 8032 Zürich",27.01.2020,zuerich,26.02.2020,92,3.Stock,,,1940,,,,,3200,345,,700m,700m,,,700m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22823024,Wohnung,1600,1,sofort,NaN,"Glockengasse 16, 8001 Zürich ZH",27.01.2020,zuerich,26.02.2020,70,3.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22827027,Dachwohnung,2940,4.5,nachVereinbarung,5,"Mutschellenstrasse 61, 8038 Zürich",27.01.2020,zuerich,26.02.2020,110,5.Stock,1,,1897,1,1,,,2700,240,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22899919,Wohnung,2160,2.5,01.05.2020,NaN,"Hofwiesenstrasse 116, 8057 Zürich",27.01.2020,zuerich,26.02.2020,64,2.Stock,,,,1,,1,,1920,240,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22822820,Wohnung,1120,1.5,01.04.2020,NaN,"Wehntalerstrasse 502, 8046 Zürich ZH",27.01.2020,zuerich,26.02.2020,25,1.Stock,1,,,1,,,,1060,60,,300m,300m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22822022,Wohnung,1700,1,01.05.2020,NaN,"Winterthurerstrasse 304, 8057 Zürich",26.01.2020,zuerich,26.02.2020,47,5.Stock,1,,,1,1,1,,1560,140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22813973,Wohnung,3650,2.5,01.04.2020,NaN,"Seestrasse 43, 8002 Zürich",,zuerich,26.02.2020,85,5.Stock,,,,1,,,,,,1,250m,250m,,2000m,,,,,,,,,,100,,,,,1,,,,,,,,,, +22815847,Wohnung,6950,4.5,,NaN,8001 Zürich,25.01.2020,zuerich,26.02.2020,142,5.Stock,,,1886,,,,,6700,250,1,,,,,,,,,,1,,,,,,,,,,,,,,,,,,, +22925942,Wohnung,1089,1,nachVereinbarung,NaN,8037 Zürich ZH,24.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22814174,Wohnung,6800,5.5,01.04.2020,NaN,"Freudenbergstrasse 73, 8044 Zürich",24.01.2020,zuerich,26.02.2020,170,1.Stock,,,,1,,,,6560,240,1,450m,450m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22812805,Wohnung,2095,3.5,sofort,NaN,"Käshaldenstrasse 25, 8052 Zürich",24.01.2020,zuerich,26.02.2020,80,2.Stock,,,,1,1,,,1855,240,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22818574,Wohnung,2890,3.5,01.04.2020,NaN,"Hufgasse 19, 8008 Zürich",24.01.2020,zuerich,26.02.2020,83,EG,,,,1,,,,2680,210,,100m,200m,,,,400m,600m,,,,,,,,,,,,,,,,,,1,,,, +22828476,Wohnung,1370,1,01.04.2020,NaN,"Altenhofstrasse 45, 8008 Zürich",24.01.2020,zuerich,26.02.2020,,EG,,,,,,,,1210,160,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22823352,Wohnung,760,1,sofort,NaN,8048 Zürich ZH,24.01.2020,zuerich,26.02.2020,13,EG,1,1,2010,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22815524,Wohnung,5800,5.5,,NaN,"Signaustr. 10, 8008 Zürich",25.01.2020,zuerich,26.02.2020,146,1.Stock,1,,2006,1,1,1,,5100,700,1,50m,200m,1,,20m,,,,,,,,,,,1,,,,,,,,,,,,, +22813891,Wohnung,2080,3.5,01.04.2020,5,"Spirackerstrasse 45, 8044 Gockhausen",24.01.2020,zuerich,26.02.2020,79,EG,1,,1999,1,1,,,1920,160,,50m,2000m,1,2000m,200m,200m,2000m,,,,,,,,,1,,,,,,190m³,,,,,,, +22990282,Wohnung,979,1,01.04.2020,4,"Wallisellenstr. 467, 8050 Zürich",23.01.2020,zuerich,26.02.2020,24,EG,1,,1954,1,,,,903,76,,100m,500m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22971019,Wohnung,2753,4.5,01.04.2020,5,"Mutschellenstrasse 95, 8038 Zürich",23.01.2020,zuerich,26.02.2020,100,4.Stock,1,,1908,,,,,2528,225,,40m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23003639,Wohnung,2675,3.5,sofort,4,"Tulpenstrasse 43, 8051 Zürich",23.01.2020,zuerich,26.02.2020,100,EG,1,,2014,1,1,1,,2395,280,1,100m,100m,1,1000m,,,,,,,1,,,,,,,,,,,,,,,,,, +22926087,Wohnung,1200,1,nachVereinbarung,NaN,8004 Zürich ZH,24.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22807790,Wohnung,2630,4.5,01.04.2020,5,"Wiesliacher 95, 8053 Zürich",23.01.2020,zuerich,26.02.2020,112,1.Stock,1,,1981,,,,,2250,380,,800m,1600m,1,,400m,2500m,1400m,,,,,,,,,1,,,,,,,,,,,,, +22808611,Wohnung,1990,4,16.04.2020,4,"Sandacker 8, 8052 Zürich",23.01.2020,zuerich,26.02.2020,80,2.Stock,1,,1949,1,,,,1900,90,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22809682,Attika,2190,2.5,01.03.2020,4,"Schauenbergstrasse 40, 8046 Zürich",23.01.2020,zuerich,26.02.2020,67,2.Stock,1,,2013,1,1,1,,2010,180,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22963827,Wohnung,1200,1,sofort,NaN,"Eisfeldstrasse 30, 8052 Zürich ZH",24.01.2020,zuerich,26.02.2020,15,6.Stock,1,1,2009,1,1,1,,1050,150,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22918969,Wohnung,2365,3,01.04.2020,NaN,"Brunnwiesenstr. 50, 8049 Zürich",23.01.2020,zuerich,26.02.2020,60,1.Stock,,,,,,,,2150,215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22806153,Wohnung,3090,2.5,,4,"Turbinenstrasse 52, 8005 Zürich",23.01.2020,zuerich,26.02.2020,83,EG,1,,2013,1,,,,2850,240,1,100m,100m,1,500m,,,,,,,,,,,,,,,,,,,,,,,,, +23009345,Wohnung,1250,1.5,nachVereinbarung,NaN,8008 Zürich ZH,23.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22891025,Wohnung,2490,3,sofort,NaN,"Feldstr. 141, 8004 Zürich",23.01.2020,zuerich,26.02.2020,,1.Stock,1,,,,,1,,2290,200,,20m,100m,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22804516,Wohnung,2100,3.5,01.03.2020,NaN,"Altwiesenstrasse, 8051 Zürich",23.01.2020,zuerich,26.02.2020,,EG,,1,,1,1,,,,,,300m,500m,1,5000m,200m,400m,500m,,,,1,,,,,,,,,,,,,,,,,, +22800562,Wohnung,1390,1,sofort,NaN,"Hugostrasse 2, 8050 Zürich",22.01.2020,zuerich,26.02.2020,29,4.Stock,,,,,,,,1230,160,1,100m,500m,,100m,100m,200m,700m,,,,,,,29,,,,,,,,,,,,,,, +22800519,Wohnung,4150,3.5,sofort,NaN,"Strehlgasse 9, 8001 Zürich",22.01.2020,zuerich,26.02.2020,98,3.Stock,,,1558,,,,,3900,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22827148,Wohnung,500,1,nachVereinbarung,NaN,8003 Zürich ZH,23.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22804836,Wohnung,1980,1.5,nachVereinbarung,2,8032 Zürich ZH,23.01.2020,zuerich,26.02.2020,41,1.Stock,1,,1971,1,,1,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23021882,Wohnung,2540,4.5,01.05.2020,NaN,"Ettenfeldstrasse 7, 8052 Zürich",23.01.2020,zuerich,26.02.2020,,2.Stock,1,,,1,1,,1,2296,244,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22806178,Wohnung,1894,4,sofort,NaN,"Buhnstrasse 12, 8052 Zürich",23.01.2020,zuerich,26.02.2020,87,2.Stock,1,,,1,,,,1690,204,,300m,300m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22797474,Wohnung,2700,3,sofort,NaN,"Freudenbergstrasse 97, 8044 Zürich",22.01.2020,zuerich,26.02.2020,81,EG,1,,,1,,,,2500,200,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22693140,Wohnung,1300,1,01.04.2020,NaN,8048 Zürich ZH,22.01.2020,zuerich,26.02.2020,70,2.Stock,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22794409,Wohnung,16500,5.5,nachVereinbarung,NaN,"Laternengasse 5, 8001 Zürich",22.01.2020,zuerich,26.02.2020,260,6.Stock,,,1858,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22795343,Wohnung,1880,1.5,01.05.2020,3,"Turbinenstrasse 46, 8005 Zürich",22.01.2020,zuerich,26.02.2020,34,1.Stock,1,,2013,,,,,,,1,,,,,,,,,,,1,,,,,,,1,,,,,,,,,,, +22971021,Wohnung,1390,1,sofort,NaN,"Hopfenstrasse 17, 8045 Zürich",22.01.2020,zuerich,26.02.2020,,EG,1,,,,,,,1255,135,,50m,50m,,500m,,,,,,,,,,,,,,,,,,,,,,,,, +22795802,Wohnung,2248,3.5,01.04.2020,NaN,"Diggelmannstr. 22, 8047 Zürich",,zuerich,26.02.2020,,1.Stock,1,,1972,1,1,,,1998,250,1,250m,250m,,,250m,250m,300m,,,,,,,,,1,,,,,,,,,,,,, +22935404,Wohnung,3480,4,sofort,NaN,"Seestrasse 334, 8038 Zürich",22.01.2020,zuerich,26.02.2020,90,1.Stock,1,,,1,,1,,3200,280,,10m,50m,1,,600m,700m,700m,,,,,,,,,,,,1,,,,,,,,,, +23012819,Wohnung,1310,2.5,01.04.2020,5,"Stiglenstrasse 39, 8052 Zürich",21.01.2020,zuerich,26.02.2020,55,2.Stock,1,,1967,1,,,,1130,180,1,500m,500m,,1000m,500m,500m,500m,,,,,,,,,,,,,,,,,,,,,, +22797476,Attika,5330,3,,4,"Giesshübelstrasse 62b, 8045 Zürich",22.01.2020,zuerich,26.02.2020,203,6.Stock,1,,2008,1,1,1,,4825,505,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +16765312,Wohnung,3250,3.5,sofort,2,"Kelchweg, 8048 Zürich",22.01.2020,zuerich,26.02.2020,90,,1,,2011,1,,1,,3000,250,,200m,650m,,2800m,,,,,,,,,,,,,,,,,,,,,,,,, +22785024,Wohnung,1145,1,01.04.2020,NaN,"Bederstrasse, 119, 8002 Zürich ZH",21.01.2020,zuerich,26.02.2020,,5.Stock,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22786696,Wohnung,3690,1.5,nachVereinbarung,NaN,"Vulkanstrasse 110c, 8048 Zürich",21.01.2020,zuerich,26.02.2020,88,5.Stock,,,,,,,,3490,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22870600,Studio,1200,1,nachVereinbarung,NaN,"CONTACT ME BY EMAIL: sem330@gmx.com, 8006 Zürich",21.01.2020,zuerich,26.02.2020,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +14494958,Wohnung,4450,2,01.05.2020,NaN,"Zeltweg 93, 8032 Zürich",21.01.2020,zuerich,26.02.2020,103,2.Stock,,,,,1,,,,,1,30m,100m,,3300m,,,,,,,,,,,,,,1,,,,,,,,,,, +22788910,Wohnung,1900,3,01.04.2020,NaN,"Frohalpstrasse 89, 8038 Zürich",21.01.2020,zuerich,26.02.2020,50,EG,1,,,1,,,,1700,200,,100m,250m,1,1000m,,,,,,,,,,53,,1,,,,,,,,,,,,, +22787956,Wohnung,2150,3,01.04.2020,NaN,"Hardturmstrasse 106, 8005 Zürich ZH",21.01.2020,zuerich,26.02.2020,60,1.Stock,,,,,,,,,,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +23001501,Wohnung,1700,4,16.03.2020,5,"Schumacherweg 27, 8046 Zürich",21.01.2020,zuerich,26.02.2020,68,EG,,,1956,,,,,1400,300,,100m,500m,,,200m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22789827,Loft,2800,2.5,nachVereinbarung,NaN,8003 Zürich ZH,21.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23018948,Wohnung,1780,2,01.04.2020,4,"Tramstr. 91, 8050 Zürich",21.01.2020,zuerich,26.02.2020,55,1.Stock,1,,1989,1,,,,1550,230,1,500m,500m,1,1500m,250m,250m,1000m,,,,,,,,,1,,,,,,,,,,,,, +22790082,Wohnung,3540,3.5,01.04.2020,NaN,"Geranienstrasse 14, 8008 Zürich",,zuerich,26.02.2020,70,4.Stock,,,,1,1,1,,3340,200,1,150m,800m,1,,,,,,,,,,,,1,,,,,,,,,,,,,, +22782088,Wohnung,1170,1.5,01.03.2020,5,"Winterthurerstr. 76, 8006 Zürich",20.01.2020,zuerich,26.02.2020,38,2.Stock,1,,1940,,,,,970,200,1,,200m,1,2000m,400m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22784948,Wohnung,30,,nachVereinbarung,NaN,8046 Zürich ZH,21.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22784058,Maisonette,2170,2.5,,NaN,"Witikonerstr. 368, 8053 Zürich",20.01.2020,zuerich,26.02.2020,100,EG,1,,,1,,,,1880,290,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22783723,Wohnung,2558,2.5,nachVereinbarung,NaN,"Carl Spitteler-Strasse 32, 8053 Zürich",,zuerich,26.02.2020,89,Untergeschoss,,,2012,,,,,2364,194,,75m,400m,,8700m,,,,,,,,,,,,,,,,,,,,,,,,, +22784047,Wohnung,2350,3.5,,4,"Michael Maggi-Strasse 4, 8046 Zürich",20.01.2020,zuerich,26.02.2020,97,6.Stock,1,,2009,1,1,,,,,1,160m,370m,,600m,420m,420m,,,,,,,,,,,,,,,,,,,,,,, +22781048,Wohnung,1410,1.5,sofort,3,"Frohburgstrasse 303, 8057 Zürich",20.01.2020,zuerich,26.02.2020,33,1.Stock,,,1969,1,1,1,,1330,80,,350m,450m,,900m,,,,,,,,,,,,,,,,,,,,,,,,, +22781027,Wohnung,5670,3.5,01.04.2020,3,"Mittelbergsteig 12, 8044 Zürich",20.01.2020,zuerich,26.02.2020,132,3.Stock,,,2010,1,1,,,5205,465,1,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22993494,Wohnung,600,2.5,nachVereinbarung,NaN,8005 Zürich ZH,21.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22782155,Wohnung,1345,3,01.04.2020,NaN,"Glatttalstrasse 137, 8052 Zürich",20.01.2020,zuerich,26.02.2020,,1.Stock,,,,1,,,,1220,125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22781046,Wohnung,2810,4.5,,NaN,"Wiesliacher 61, 8053 Zürich",20.01.2020,zuerich,26.02.2020,112,3.Stock,1,,,1,1,,1,2650,160,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22780987,Wohnung,1800,1.5,,NaN,"Hufgasse 15, 8008 Zürich",22.01.2020,zuerich,26.02.2020,42,1.Stock,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22780528,Wohnung,3500,3.5,nachVereinbarung,NaN,"Giacomettistrasse, 8049 Zürich",20.01.2020,zuerich,26.02.2020,117,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22781014,Maisonette,3170,2.5,sofort,NaN,"Elsastrasse 15, 8004 Zürich",20.01.2020,zuerich,26.02.2020,80,5.Stock,,,,1,,,,2990,180,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22786030,Wohnung,2790,3.5,01.03.2020,NaN,"Regensdorferstrasse 72, 8049 Zürich",20.01.2020,zuerich,26.02.2020,74,2.Stock,1,,,,1,,,2590,200,,,,1,,,,,,,,1,,,,,1,,,,,,,,,,,,, +22781010,Wohnung,3900,4.5,,NaN,"Birmensdorferstrasse 93, 8003 Zürich",20.01.2020,zuerich,26.02.2020,110,4.Stock,1,,,1,,,1,3680,220,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22777623,Wohnung,3400,2.5,nachVereinbarung,NaN,8004 Zürich ZH,20.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22781008,Wohnung,3600,2.5,sofort,3,"Brandschenkestrasse 64, 8002 Zürich",20.01.2020,zuerich,26.02.2020,74,1.Stock,1,,2015,1,,,,,,1,150m,300m,,500m,,,,,,,,,,96,,,,,,,,,,,,,,, +22422600,Wohnung,4640,4.5,sofort,NaN,"Dufourstrasse 188, 8008 Zürich",20.01.2020,zuerich,26.02.2020,118,2.Stock,,,,1,,,,4300,340,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22782191,Wohnung,1720,2,sofort,4,"Regensdorferstrasse 62, 8049 Zürich",20.01.2020,zuerich,26.02.2020,55,2.Stock,1,,1957,,,,,1550,170,,,,,,,,,,6,,,,,,,,,,,,,,1,,,,,, +22777463,Wohnung,1100,1,sofort,NaN,"Oerlikonerstrasse 54A, 8057 Zürich ZH",20.01.2020,zuerich,26.02.2020,13,2.Stock,,,2010,1,1,1,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,, +22770492,Wohnung,1750,2.5,02.03.2020,NaN,8003 Zürich ZH,18.01.2020,zuerich,26.02.2020,,3.Stock,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22937547,Wohnung,5695,6,01.04.2020,NaN,"Sonneggstrasse 88, 8006 Zürich",18.01.2020,zuerich,26.02.2020,160,1.Stock,1,,,1,,,,5230,465,1,100m,500m,,1800m,350m,400m,550m,,,,,,,,,1,,,,,,,,,,,,, +22770585,Wohnung,4150,3.5,01.04.2020,NaN,"Neunbrunnenstr. 38, 8050 Zürich",18.01.2020,zuerich,26.02.2020,109,14.Stock,,,,,,,,3920,230,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22770590,Wohnung,1880,3,01.04.2020,NaN,"Schaffhauserstrasse 488, 8052 Zürich",18.01.2020,zuerich,26.02.2020,58,EG,,,,1,,1,,1720,160,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22770592,Wohnung,3200,4.5,01.04.2020,3,"Allenmoosstrasse 115, 8057 Zürich",18.01.2020,zuerich,26.02.2020,110,1.Stock,1,,1964,1,1,,1,2850,350,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22777351,Wohnung,1250,1,sofort,4,"Ruedi-Walter-Strasse, 3, 8050 Zürich ZH",20.01.2020,zuerich,26.02.2020,20,3.Stock,1,1,2014,1,1,1,,1100,150,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22777404,Wohnung,3930,4.5,nachVereinbarung,NaN,"Kreuzstrasse, 40, 8008 Zürich ZH",20.01.2020,zuerich,26.02.2020,88,2.Stock,1,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22777353,Wohnung,1575,1,31.03.2020,NaN,8005 Zürich ZH,20.01.2020,zuerich,26.02.2020,99,2.Stock,,,2005,1,,,,1515,60,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22770019,Wohnung,1430,1,sofort,4,"Merkurstrasse 54, 8032 Zürich ZH",17.01.2020,zuerich,26.02.2020,30,EG,,,1901,1,,,,1345,85,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22774720,Wohnung,1695,1,01.04.2020,NaN,"Veilchenstrasse 14, 8032 Zürich",18.01.2020,zuerich,26.02.2020,27,1.Stock,1,,1960,,,,,1525,170,,10m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22852683,Wohnung,3845,5,01.03.2020,5,"Stampfenbachstrasse, 8006 Zürich",17.01.2020,zuerich,26.02.2020,120,2.Stock,1,,1897,1,,,,3500,345,,120m,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22936987,Wohnung,2600,3.5,nachVereinbarung,NaN,8008 Zürich,17.01.2020,zuerich,26.02.2020,64,,,,,1,,,,2400,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22768510,Wohnung,2170,2.5,01.04.2020,5,"Werdstrasse 122 (B2), 8003 Zürich",17.01.2020,zuerich,26.02.2020,55,3.Stock,1,,2017,,,,,2010,160,1,,,1,,,,,,,,1,,,,,1,,1,,,,,,,,,,, +22916086,Wohnung,1800,2.5,nachVereinbarung,NaN,8003 Zürich ZH,17.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22773089,Wohnung,4190,4.5,15.03.2020,NaN,"Seefeldstrasse 202, 8008 Zürich",17.01.2020,zuerich,26.02.2020,120,4.Stock,,,,,,,,3890,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22907629,Wohnung,2100,2.5,nachVereinbarung,NaN,8047 Zürich ZH,17.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22772042,Dachwohnung,2968,3.5,nachVereinbarung,3,"Holderbachweg 21 A, 8046 Zürich",,zuerich,26.02.2020,130,3.Stock,1,,1972,1,1,,1,2760,208,,500m,500m,1,3000m,300m,,,260cm,,,,,,130,,1,,,,,,,,,,,,, +22764888,Wohnung,1800,1,01.03.2020,NaN,"Europaallee 45, 8004 Zürich ZH",17.01.2020,zuerich,26.02.2020,,6.Stock,1,,2017,1,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22827616,Wohnung,1200,1,sofort,NaN,8051 Zürich ZH,16.01.2020,zuerich,26.02.2020,,3.Stock,,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22757246,Wohnung,aufAnfrage,,nachVereinbarung,NaN,"Waffenplatzstrasse 68, 8002 Zürich ZH",16.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22756264,Wohnung,2170,3.5,sofort,NaN,"Buchholzstrasse 171, 8053 Zürich",16.01.2020,zuerich,26.02.2020,,2.Stock,,,,1,,,,1890,280,,,,,,,,,,,1,,1,,,1,,,,,,,,,,,,,, +22755819,Wohnung,8150,4.5,nachVereinbarung,NaN,"Pfingstweidstrasse 98, 8005 Zürich",16.01.2020,zuerich,26.02.2020,218,,,,2013,,1,,,7350,800,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22759005,Wohnung,1973,2,16.04.2020,NaN,"Imbisbühlstrasse 55, 8049 Zürich",16.01.2020,zuerich,26.02.2020,64,Untergeschoss,1,,1948,,,,,1800,173,,50m,800m,1,,325m,92m,92m,,,,,,,,,,,,,,,,,,,,,, +22753365,Attika,4200,4,nachVereinbarung,NaN,"Clausiusstr. 62, 8006 Zürich",15.01.2020,zuerich,26.02.2020,77,4.Stock,,,,,,,,3950,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22758499,Wohnung,aufAnfrage,6.5,,NaN,"Rigistrasse 14, 8006 Zürich",16.01.2020,zuerich,26.02.2020,220,EG,,,1895,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22755805,Wohnung,8150,4.5,,NaN,8005 Zürich,16.01.2020,zuerich,26.02.2020,218,,,,,,,,,7350,800,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22783526,Wohnung,2332,4.5,01.04.2020,NaN,"Griesernweg 33, 8037 Zürich",15.01.2020,zuerich,26.02.2020,,1.Stock,,,,1,,,,2122,210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22756321,Wohnung,1440,1.5,nachVereinbarung,5,"Waffenplatzstrasse 68, 8002 Zürich",16.01.2020,zuerich,26.02.2020,45,4.Stock,,,1970,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22301802,Studio,55,2,nachVereinbarung,NaN,8004 Zürich ZH,16.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22936442,Wohnung,2900,3.5,sofort,NaN,"Witikonerstrasse 315, 8053 Zürich",15.01.2020,zuerich,26.02.2020,85,EG,1,,,1,,,,2600,300,,,,,,,,,,1,,,,,,,1,,,,,,,,,,,,, +22745106,Wohnung,2250,2.5,sofort,NaN,"Mattackerstrasse 29, 8052 Zürich",14.01.2020,zuerich,26.02.2020,112,3.Stock,1,,,1,1,,1,1950,300,1,400m,400m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22748289,Wohnung,2330,2.5,nachVereinbarung,4,"Hüttisstr. 6, 8050 Zürich",15.01.2020,zuerich,26.02.2020,87,EG,,,1993,,,,,2120,210,1,150m,250m,,,200m,600m,600m,,,,,,,,,,,,,,,,,,,,,, +22752840,Wohnung,2940,3.5,01.04.2020,4,"Tramstrasse 2, 8050 Zürich",15.01.2020,zuerich,26.02.2020,86,3.Stock,1,,2016,,,,,2700,240,1,,50m,1,,170m,200m,200m,,,,1,,,,,,,,,,,,,,,,,, +22744849,Wohnung,3230,4.5,01.03.2020,5,"Alfred Escher-Str. 46, 8002 Zürich",14.01.2020,zuerich,26.02.2020,105,1.Stock,1,,1950,,,,,2850,380,1,,300m,1,1500m,500m,63m,500m,,,,,,,,,1,,,,,,,,,,,,, +22745084,Wohnung,6400,4.5,,3,8032 Zürich,14.01.2020,zuerich,26.02.2020,141,2.Stock,1,,2019,1,,1,,5950,450,1,200m,,,,,,,,,,,,,13,,1,,,,,,,,,,,,, +22746944,Wohnung,3840,4.5,sofort,2,"Brown Boveri-Str. 12, 8050 Zürich",14.01.2020,zuerich,26.02.2020,135,4.Stock,,,2000,1,1,,,3500,340,1,20m,200m,1,,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +22745041,Wohnung,3100,2.5,,NaN,"Oberdorfstrasse 2, 8001 Zürich",14.01.2020,zuerich,26.02.2020,65,3.Stock,1,,,1,,,,2850,250,1,10m,10m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22745083,Maisonette,5500,5.5,sofort,4,"Höhenweg 19, 8032 Zürich",14.01.2020,zuerich,26.02.2020,180,3.Stock,1,,1924,1,1,1,,,,,250m,250m,,,400m,400m,400m,,,,,,,,,1,,,,,,,,,,,,, +22897606,Wohnung,2100,2,sofort,4,"Schöntalstrasse 27, 8004 Zürich",14.01.2020,zuerich,26.02.2020,48,EG,1,,1890,,,,,1950,150,1,100m,50m,,,10m,300m,,,,,,,,,,1,,,,,,,,,,,,, +22740010,Wohnung,2390,3,nachVereinbarung,NaN,8037 Zürich ZH,14.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22745304,Wohnung,2270,2.5,sofort,NaN,"Regensdorferstrasse 72, 8049 Zürich",14.01.2020,zuerich,26.02.2020,48,2.Stock,1,,,,1,,,2100,170,,,,1,,,,,,,,1,,,,,1,,,,,,,,,,,,, +22743450,Wohnung,1715,2.5,01.03.2020,5,"Fuchsiastr. 11, 8048 Zürich",14.01.2020,zuerich,26.02.2020,61,EG,1,,1993,1,1,,,1500,215,1,100m,200m,1,,100m,700m,700m,,,,,,,,,1,,,1,,,,,,,,,, +22745136,Wohnung,2500,2.5,01.04.2020,5,"Forchstrasse 150, 8032 Zürich",14.01.2020,zuerich,26.02.2020,64,1.Stock,,,2016,,,,,2280,220,1,,,,,,,,,13,,,,,,,,,,,,,,,,,,,, +22746667,Wohnung,1990,3,01.05.2020,5,"Kienastenwiesweg 31, 8053 Zürich",14.01.2020,zuerich,26.02.2020,82,EG,,,1971,,,,,1760,230,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22739253,Maisonette,4332,4.5,01.04.2020,5,"Loorenstrasse 66, 8053 Zürich",14.01.2020,zuerich,26.02.2020,147,EG,,,2018,1,1,1,,4067,265,1,450m,450m,1,6000m,700m,700m,,,,,,,,,,1,,,,,,,,,,,,, +22741062,Dachwohnung,3260,3.5,nachVereinbarung,3,8002 Zürich,14.01.2020,zuerich,26.02.2020,72,2.Stock,1,,1992,1,,,,3033,227,,,129m,1,,,,,,,,,,,,1,,,,,,,,,,,,,, +22746872,Wohnung,3640,3.5,01.04.2020,2,"Leutschenbachstrasse 50/50a, 8050 Zürich",14.01.2020,zuerich,26.02.2020,109,18.Stock,,,2010,,1,,,3340,300,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22739249,Wohnung,1703,2.5,01.04.2020,NaN,"Köschenrütistrasse 6, 8052 Zürich",14.01.2020,zuerich,26.02.2020,75,1.Stock,1,,,1,1,,1,1528,175,,100m,200m,,1800m,500m,500m,,,,,,,,,,,,,,,,,,,,,,, +22741330,Dachwohnung,3260,3.5,nachVereinbarung,3,"Zürich, 8002 Zürich",14.01.2020,zuerich,26.02.2020,72,,1,,1992,1,,,,3033,227,,148m,129m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22736146,Wohnung,2661,4.5,,NaN,8052 Zürich,13.01.2020,zuerich,26.02.2020,103,2.Stock,,,,,,,,2311,350,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001512,Wohnung,2050,3.5,01.04.2020,NaN,"Im Glockenacker 59, 8053 Zürich",13.01.2020,zuerich,26.02.2020,90,2.Stock,1,,,1,1,1,,1770,280,,250m,600m,1,,,,,,,,,,,,,1,,,,,,,,,,,,, +22988570,Wohnung,2200,2,01.04.2020,NaN,"Rindermarkt 18, 8001 Zürich",14.01.2020,zuerich,26.02.2020,38,3.Stock,1,,1375,,,,,1990,210,1,,,1,,,,,,,,,,,,,,,,1,,,,,,,,,, +22736811,Wohnung,1865,2,01.03.2020,NaN,"Badenerstrasse 434, 8004 Zürich",13.01.2020,zuerich,26.02.2020,58,2.Stock,1,,,,,,,1710,155,1,,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22736106,Wohnung,3850,2.5,,4,"Pfingstweidstrasse 98, 8005 Zürich",13.01.2020,zuerich,26.02.2020,115,19.Stock,1,,2016,1,1,,,3600,250,1,,,,,,,,,,,,,,135,,,,,,,,,,,,,,, +22963824,Wohnung,1500,2,nachVereinbarung,NaN,8004 Zürich ZH,13.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23008034,Wohnung,2950,3,sofort,4,"Friedhofstrasse 64, 8048 Zürich",,zuerich,26.02.2020,95,EG,1,,2019,1,,,,2700,250,,200m,300m,,500m,200m,200m,200m,,,,1,,,,,1,,,,,,,,,,,,, +22740113,Wohnung,2266,2.5,nachVereinbarung,3,"Grosswiesenstrasse 167, 8051 Zürich",14.01.2020,zuerich,26.02.2020,73,11.Stock,,,2014,1,1,,,2056,210,1,50m,20m,,,,,,,,,1,,,,,,,,,,,,,,,,,, +22738172,Wohnung,2661,4.5,01.04.2020,3,"Leimgrübelstrasse 22, 8052 Zürich",13.01.2020,zuerich,26.02.2020,103,2.Stock,1,,1974,,1,1,,2311,350,,70m,1000m,,,300m,1100m,1100m,,,,,,,,,,,,,,,,,,,,,, +22736591,Wohnung,2660,3.5,01.04.2020,NaN,"Stapferstrasse 41c, 8006 Zürich",13.01.2020,zuerich,26.02.2020,80,1.Stock,1,,,1,,,,2460,200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22830190,Maisonette,2980,4,nachVereinbarung,NaN,8049 Zürich ZH,13.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22733655,Wohnung,3250,4,01.03.2020,4,"Schaffhauserplatz, 8006 Zürich",13.01.2020,zuerich,26.02.2020,100,2.Stock,1,,1935,1,,,,3000,250,,50m,100m,,,,,,,,,,,,,,,,,1,,,,,,,,,, +22732592,Wohnung,1600,1,sofort,NaN,"Stampfenbachstrasse 151, 8006 Zürich ZH",13.01.2020,zuerich,26.02.2020,26,3.Stock,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22740016,Wohnung,110,1,nachVereinbarung,NaN,8051 Zürich ZH,13.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22737001,Wohnung,1890,3,01.04.2020,NaN,"Griesernweg 21, 8037 Zürich",13.01.2020,zuerich,26.02.2020,56,2.Stock,1,,,,,,,1717,173,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22732952,Wohnung,1100,1,nachVereinbarung,NaN,8053 Zürich ZH,13.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22735137,Wohnung,2027,3.5,01.04.2020,NaN,"Naglerwiesenstrasse 42, 8049 Zürich",,zuerich,26.02.2020,,1.Stock,1,,1982,1,1,,,1812,215,1,30m,200m,,,200m,300m,500m,,,,,,,,,1,,,,,,,,,,,,, +22735169,Wohnung,1680,2,sofort,NaN,"Ackerstrasse, 31, 8005 Zürich ZH",13.01.2020,zuerich,26.02.2020,,3.Stock,,,,1,,,,1460,220,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22734534,Wohnung,3945,2.5,01.04.2020,NaN,"Traubenstrasse, 8002 Zürich",13.01.2020,zuerich,26.02.2020,86,,,,,1,,,,3755,190,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22736097,Wohnung,8900,6,sofort,NaN,8002 Zürich,13.01.2020,zuerich,26.02.2020,189,3.Stock,1,,,,,,,,,1,10m,10m,,,,,,,,,,,,189,,,,,,,,,,,,,,, +22726078,Maisonette,3995,5.5,01.04.2020,5,"Buckhauserstrasse 31, 8048 Zürich",11.01.2020,zuerich,26.02.2020,182,EG,,,2007,1,1,1,,3595,400,1,,100m,,,,,,,,,,,,,1,1,,,,,,,,,,,,, +22724464,Wohnung,180,,nachVereinbarung,NaN,8037 Zürich ZH,10.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22725649,Wohnung,6560,12.5,sofort,NaN,"Genossenschaftsstrasse 13, 8050 Zürich",11.01.2020,zuerich,26.02.2020,305,3.Stock,,,2015,,,,,5720,840,1,100m,,,,50m,100m,100m,,,,,,,,,1,,,,,,,,,,,,, +22112731,Wohnung,2650,3.5,nachVereinbarung,NaN,"Furttalstrasse, 8046 Zürich",,zuerich,26.02.2020,96,EG,1,,2019,1,1,,,2300,350,1,,500m,1,900m,400m,600m,,,7,,1,,,,1,1,,,,,1,,,,,,,,68 +22726725,Wohnung,3110,2.5,01.04.2020,NaN,"Rebgasse 8, 8004 Zürich",10.01.2020,zuerich,26.02.2020,78,2.Stock,,,,,,,,2850,260,,100m,300m,,750m,,,,,,,,,,,,,,,,,,,,,,,,, +22723109,Wohnung,1490,1,01.04.2020,NaN,"Forsterstrasse 48, 8044 Zürich",10.01.2020,zuerich,26.02.2020,41,1.Stock,,,,,,,,1280,210,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22727844,Wohnung,2812,5.5,,NaN,"Tüfweg 1, 8044 Gockhausen",11.01.2020,zuerich,26.02.2020,,2.Stock,,,,,,,,2446,366,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22723112,Wohnung,1860,3,16.04.2020,NaN,"Wehntalerstrasse 500, 8046 Zürich",10.01.2020,zuerich,26.02.2020,57,EG,,,,1,,1,,1650,210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22725655,Wohnung,3195,3.5,01.04.2020,NaN,"Berninastrasse, 8057 Zürich",11.01.2020,zuerich,26.02.2020,100,EG,1,,,1,1,1,,2975,220,1,200m,200m,,1200m,250m,600m,450m,,,,,,,,,1,,,,,,,,,,,,, +22723121,Einzelzimmer,1250,1,,NaN,"Grossmannstrasse 18, 8049 Zürich",10.01.2020,zuerich,26.02.2020,116,1.Stock,1,,2000,1,,,,,,1,300m,300m,,,,,,,,,,,,13,,,,,,,,,,,,,,, +22722155,Wohnung,1750,1.5,01.04.2020,3,"Hofackerstr. 14, 8032 Zürich",10.01.2020,zuerich,26.02.2020,35,1.Stock,,,1962,,,,,1620,130,1,400m,900m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22718919,Wohnung,2625,3,nachVereinbarung,NaN,8055 Zürich ZH,10.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22722147,Wohnung,1690,2.5,01.03.2020,3,"Aprikosenstr. 28, 8051 Zürich",10.01.2020,zuerich,26.02.2020,58,EG,,,1958,,,,,1510,180,1,200m,300m,1,,200m,200m,300m,,,,,,,,,,,,,,,,,,,,,, +22723098,Wohnung,3100,2.5,01.04.2020,4,"Arbenzstrasse 20, 8008 Zürich",10.01.2020,zuerich,26.02.2020,66,2.Stock,1,,2019,1,,,,2900,200,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22112734,Wohnung,2500,3.5,nachVereinbarung,4,"Furttalstrasse, 8046 Zürich",10.01.2020,zuerich,26.02.2020,94,EG,1,,2019,1,1,1,,2150,350,1,,,1,,,,,,7,,1,,,,1,1,,,,,1,,,,,,,, +22719512,Wohnung,1443,2.5,01.04.2020,5,"Grossackerstrasse 102, 8041 Zürich",10.01.2020,zuerich,26.02.2020,55,1.Stock,,,1981,1,,,,1303,140,,400m,400m,,1500m,,,500m,,,,,,,,,,,,,,,,,,,,,, +22716148,Wohnung,1100,1,sofort,NaN,8001 Zürich ZH,09.01.2020,zuerich,26.02.2020,,4.Stock,1,,,1,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22722326,Maisonette,4281,4.5,16.03.2020,3,"Anemonenstrasse 40 F, 8047 Zürich",10.01.2020,zuerich,26.02.2020,137,6.Stock,1,,2007,,,,,3852,429,1,300m,400m,,,200m,600m,600m,,,,,,,,,,,,,,,,,,,,,, +22721606,Wohnung,1928,3,01.04.2020,4,"Caspar-Wüst-Strasse 59, 8052 Zürich",10.01.2020,zuerich,26.02.2020,72,2.Stock,1,,1968,,1,1,,1650,278,1,300m,1000m,1,,50m,1700m,1700m,,,,,,,,,,,,,,,,,,,,,, +22370205,Wohnung,2500,3.5,,NaN,8046 Zürich,10.01.2020,zuerich,26.02.2020,80,,,,,,,,,2150,350,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22714424,Wohnung,3500,2.5,01.04.2020,NaN,"Winzerstrasse 5, 8049 Zürich",20.01.2020,zuerich,26.02.2020,89,1.Stock,,,,1,1,1,,3150,350,,100m,500m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22714422,Wohnung,3600,2.5,01.04.2020,NaN,"Winzerstrasse 5, 8049 Zürich",20.01.2020,zuerich,26.02.2020,83,EG,,,,1,1,1,,3250,350,,200m,500m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22710373,Wohnung,4975,4,,NaN,8008 Zürich,09.01.2020,zuerich,26.02.2020,110,2.Stock,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22714433,Wohnung,2295,3,01.04.2020,3,"Burstwiesenstrasse 62, 8055 Zürich",09.01.2020,zuerich,26.02.2020,69,1.Stock,1,,1968,1,,,,2045,250,1,100m,,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22751112,Wohnung,3700,2.5,sofort,4,"Pfingstweidstrasse 98, 8005 Zürich",,zuerich,26.02.2020,105,20.Stock,1,1,2015,,,,,3350,350,1,,,1,,,,,260cm,121,,,,,,,,,,,,,,,,,,,, +23012853,Wohnung,600,1,nachVereinbarung,NaN,8003 Zürich ZH,09.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22715258,Wohnung,2460,2.5,sofort,4,"Grabenwies 14, 8057 Zürich",09.01.2020,zuerich,26.02.2020,67,1.Stock,1,,2013,,,,,2250,210,1,,800m,1,,200m,700m,700m,,,,1,,,,,1,,1,,,,,,,,,,, +22714404,Loft,4400,1.5,sofort,3,"Lagerstrasse 101, 8004 Zürich",09.01.2020,zuerich,26.02.2020,98,EG,1,,2008,1,,,,4100,300,,200m,10m,,1400m,,,,,,,,,,,,,,,,,,,,,,,,, +22714435,Wohnung,1460,1.5,,2,"Frohburgstrasse 303, 8057 Zürich",09.01.2020,zuerich,26.02.2020,33,EG,,,1969,1,1,1,,1390,70,,350m,450m,,900m,,,,,,,,,,,,,,,,,,,,,,,,, +22720602,Wohnung,2150,3,01.04.2020,NaN,"Schaffhauserstrasse 308, 8050 Zürich",09.01.2020,zuerich,26.02.2020,78,2.Stock,,,,,,,,1940,210,,20m,50m,,,300m,300m,300m,,,,,,,,,,,,,,,,,,,,,, +21372668,Wohnung,3120,3.5,sofort,4,"Etzelsteig 1, 8038 Zürich",08.01.2020,zuerich,26.02.2020,95,2.Stock,1,,1969,,,,,2800,320,1,300m,300m,1,,,266m,,,,,,,,,,1,,,,,,,,,,,,, +22967898,Wohnung,2020,2.5,01.04.2020,NaN,"Witikonerstrasse 427, 8053 Zürich",09.01.2020,zuerich,26.02.2020,76,1.Stock,1,,,1,,1,,1800,220,,50m,150m,,3500m,400m,400m,,,,,,,,80,,,,,,,,,,,,,,, +22708241,Wohnung,2210,2,sofort,3,"Widmerstrasse 93, 8038 Zürich",09.01.2020,zuerich,26.02.2020,75,1.Stock,1,,1949,1,,,,1960,250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22706053,Wohnung,1180,1.5,01.03.2020,5,"Winterthurerstr. 76, 8006 Zürich",08.01.2020,zuerich,26.02.2020,38,4.Stock,1,,1940,,,,,970,210,1,,200m,1,2000m,400m,400m,400m,,,,,,,,,,,,,,,,,,,,,, +22993541,Wohnung,1880,2,sofort,NaN,"Badenerstrasse 653, 8048 Zürich",08.01.2020,zuerich,26.02.2020,52,2.Stock,1,,,1,,,,1690,190,,110m,250m,,1700m,,,,,,,,,,,,,,,,,,,,,,,,, +22712641,Terrassenwohnung,3900,3.5,nachVereinbarung,NaN,"Kapfstrasse 31, 8032 Zürich",08.01.2020,zuerich,26.02.2020,82,1.Stock,,,1980,1,,,1,,,,270m,400m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23026103,Wohnung,1150,1,nachVereinbarung,NaN,8005 Zürich ZH,08.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22705234,Wohnung,400,1,nachVereinbarung,NaN,8008 Zürich ZH,08.01.2020,zuerich,26.02.2020,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23001480,Wohnung,5000,4.5,nachVereinbarung,NaN,8006 Zürich,09.01.2020,zuerich,26.02.2020,130,,,,,1,,,,4650,350,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22708227,Wohnung,3800,1.5,01.04.2020,NaN,"Am Schanzengraben 19, 8002 Zürich",09.01.2020,zuerich,26.02.2020,73,4.Stock,,,,1,,,,3510,290,1,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22705200,Wohnung,1762,2,01.04.2020,NaN,"Manessestrasse 128, 8045 Zürich",08.01.2020,zuerich,26.02.2020,63,6.Stock,,,,,,,,1622,140,,50m,50m,,1000m,,,,,,,,,,,,,,,,,,,,,,,,, +22702978,Wohnung,3900,3.5,01.04.2020,NaN,"Manessestrasse 92, 8045 Zürich",08.01.2020,zuerich,26.02.2020,71,5.Stock,,,,,,,,3700,200,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,, +22705194,Wohnung,3300,4.5,01.08.2020,6,"Frohburgstrasse 80, 8006 Zürich",08.01.2020,zuerich,26.02.2020,155,2.Stock,1,,1920,1,,1,,3000,300,,,,,,,,,,,,,,,140,,1,,,,,,,,,,,,, +22705202,Wohnung,1980,3,01.04.2020,NaN,"Manessestrasse 128, 8045 Zürich",08.01.2020,zuerich,26.02.2020,70,4.Stock,,,,,,,,1810,170,,50m,50m,,1000m,100m,100m,,,,,,,,,,,,,,,,,,,,,,, +22827461,Wohnung,aufAnfrage,7.5,nachVereinbarung,NaN,"Ottostrasse 7, 8005 Zürich",08.01.2020,zuerich,26.02.2020,260,4.Stock,1,,,1,,,1,,,1,,,,,,,,,1,,,,,,,,,,,,,,,,,,,, +22701451,Wohnung,2599,3,nachVereinbarung,NaN,8002 Zürich ZH,08.01.2020,zuerich,26.02.2020,86,3.Stock,,,,1,,1,,2299,300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22704046,Wohnung,2630,3,16.04.2020,2,"Pflanzschulstrasse 51, 8004 Zürich",08.01.2020,zuerich,26.02.2020,58,4.Stock,1,,1932,,,,,2450,180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22702980,Wohnung,2400,2.5,01.04.2020,NaN,"Manessestrasse 92, 8045 Zürich",08.01.2020,zuerich,26.02.2020,53,1.Stock,,,,1,,,,2230,170,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,, +22918966,Wohnung,1225,1.5,01.04.2020,NaN,"Zelglistrasse 12, 8046 Zürich",08.01.2020,zuerich,26.02.2020,33,EG,1,,,,,,,1145,80,,50m,50m,1,,,,,,,,,,,,,,,,,,,,,,,,,, +22702982,Wohnung,2970,2.5,01.04.2020,NaN,"Manessestrasse 92, 8045 Zürich",08.01.2020,zuerich,26.02.2020,64,5.Stock,,,,1,,,,2800,170,1,,,,,,,,,,,,,,,,,,,,,,,1,,,,,, +22700143,Wohnung,8400,4.5,01.04.2020,NaN,"Arosastrasse 27, 8008 Zürich",08.01.2020,zuerich,26.02.2020,165,4.Stock,,,,1,1,1,1,7900,500,1,150m,250m,,,,,,,,,,,,,,1,,,,,,,,,,,,, +22888865,Wohnung,3868,4.5,01.04.2020,NaN,"Berninastrasse 53, 8057 Zürich",08.01.2020,zuerich,26.02.2020,143,2.Stock,1,,,,1,,,3600,268,1,200m,200m,,,,400m,400m,,,,,,,,,1,,,,,,,,,,,,, +22697618,Wohnung,2110,,sofort,NaN,"Predigerplatz 34, 8001 Zürich",07.01.2020,zuerich,26.02.2020,45,,,,,,,,,2000,110,,100m,100m,,,,,,,,,,,,,,,,,,,,,,,,,,, +23012827,Wohnung,3100,4.5,sofort,NaN,"Frohburgstrasse 322, 8057 Zürich",07.01.2020,zuerich,26.02.2020,125,EG,,,,1,1,1,1,,,1,200m,700m,,300m,600m,600m,,,,,,,,,,1,,,,,,,,,,,,, +22700144,Wohnung,1140,1,01.04.2020,NaN,"FRÖBELSTRASSE 26, 8032 Zürich",08.01.2020,zuerich,26.02.2020,,EG,,,,,,,,,,,100m,300m,,,,,,,,,,,,,,,,,,,,,,,,,,, +22901785,Wohnung,5830,5.5,01.03.2020,NaN,8038 Zürich,08.01.2020,zuerich,26.02.2020,151,,,,,1,1,1,,5430,400,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22701512,Wohnung,1700,2.5,sofort,NaN,"Schürgistr. 71, 8051 Zürich",,zuerich,26.02.2020,80,3.Stock,,,,1,1,,,,,,100m,,,,,,,,,,,,,,,1,,,,,,,,,,,,, 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0c5c97c..b2ef8cc 100644 --- a/your-project/README.md +++ b/your-project/README.md @@ -1,50 +1,8 @@ Ironhack Logo -# Title of My Project -*[Your Name]* +# Where is the best place to live? Zürich, Bern or Luzern? -*[Your Cohort, Campus & Date]* +Data scraping project of flat adds from comparis.ch -## Content -- [Project Description](#project-description) -- [Hypotheses / Questions](#hypotheses-/-questions) -- [Dataset](#dataset) -- [Workflow](#workflow) -- [Organization](#organization) -- [Links](#links) - - - -## Project Description -Write a short description of your project: 3-5 sentences about what your project is about, why you chose this topic (if relevant), and what you are trying to show. - - - -## Hypotheses / Questions -What are the questions you would like to answer with your project? Write your hypotheses here. - - - -## Dataset -Where did you get your data? What dataset did you use or did you build your own datset? If so, did you use an API? Did you scrape a web? Provide links to the data if available. - -[Dataset]() - - - -## Workflow -Outline the workflow you used in your project. What were the steps you went through? - - - -## Organization -How did you organize yourself? Did you use any tools? - - - -## Links -Include the links to your repository, slides and trello. Feel free to include any other links associated to your project. - -[Repository](https://github.com/) -[Slides](https://slides.com/) -[Trello](https://trello.com/en) \ No newline at end of file +Method and Results see in presentation: +https://github.com/ElviraHae/Ironhack-Project-2---Comparis_FlatAds-BE-ZH-LU/blob/master/your-project/Presentation.pdf diff --git a/your-project/chromedriver.exe b/your-project/chromedriver.exe new file mode 100644 index 0000000..d419a51 Binary files /dev/null and b/your-project/chromedriver.exe differ diff --git a/your-project/debug.log b/your-project/debug.log new file mode 100644 index 0000000..f376617 --- /dev/null +++ b/your-project/debug.log @@ -0,0 +1,2 @@ +[0226/233025.558:ERROR:process_reader_win.cc(123)] NtOpenThread: {Zugriff verweigert} Ein Prozess hat einen Zugriff auf ein Objekt angefordert, aber ihm wurden nicht die Rechte fr den Zugriff erteilt. 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