diff --git a/Stock Sentiment Algo Trading.ipynb b/Stock Sentiment Algo Trading.ipynb
index d264500..70736f2 100644
--- a/Stock Sentiment Algo Trading.ipynb	
+++ b/Stock Sentiment Algo Trading.ipynb	
@@ -232,12 +232,12 @@
     "        sentiment = sia.polarity_scores(passage)['compound']\n",
     "        date_sentiments.setdefault(date, []).append(sentiment)\n",
     "\n",
-    "date_sentiment = {}\n",
+    "date_sentiments = {}\n",
     "\n",
     "for k,v in date_sentiments.items():\n",
-    "    date_sentiment[datetime.strptime(k, '%d %b %Y').date() + timedelta(days=1)] = round(sum(v)/float(len(v)),3)\n",
+    "    date_sentiments[datetime.strptime(k, '%d %b %Y').date() + timedelta(days=1)] = round(sum(v)/float(len(v)),3)\n",
     "\n",
-    "earliest_date = min(date_sentiment.keys())\n",
+    "earliest_date = min(date_sentiments.keys())\n",
     "\n",
     "print(date_sentiment)"
    ]