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This dataset, which belongs to a hotel in Portugal, includes basic basic demographic information of customers and reservation information for 2015-2018.

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TarikKaanKoc/Rule-Based-Segmentation

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Rule Based Segmentation

This dataset, which belongs to a hotel in Portugal, includes basic basic demographic information of customers and reservation information for 2015-2018.


Pre-Implementation Dataset

ID Nationality Age LeadTime LodgingRevenue OtherRevenue Channel
4 FRA 60.0 93 240.0 60.0 Agent
8 FRA 32.0 38 535.0 94.0 Agent
12 FRA 58.0 60 292.0 81.0 Agent
14 ESP 42.0 87 327.7 48.0 Direct
16 FRA 68.0 11 437.0 36.0 Agent

Post-Application Dataset

CUSTOMERS_LEVEL_BASED Revenue LeadTime SEGMENT
DEU_AGENT_18_25 560.716760 103.129221 A
DEU_AGENT_26_40 449.799012 78.8285520 B
DEU_AGENT_41_50 492.285417 104.734114 B
DEU_AGENT_51_60 500.283815 127.269332 B
DEU_AGENT_60+ 360.369899 243.133928 C

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This dataset, which belongs to a hotel in Portugal, includes basic basic demographic information of customers and reservation information for 2015-2018.

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