Gustavo De Mari Pereira gustavodemari
glamp
/ customer-segmentation.py
Last active
April 30, 2020 13:40
Analysis for customer segmentation blog post
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| import pandas as pd | |
| # http://blog.yhathq.com/static/misc/data/WineKMC.xlsx | |
| df_offers = pd.read_excel("./WineKMC.xlsx", sheetname=0) | |
| df_offers.columns = ["offer_id", "campaign", "varietal", "min_qty", "discount", "origin", "past_peak"] | |
| df_offers.head() | |
| df_transactions = pd.read_excel("./WineKMC.xlsx", sheetname=1) | |
| df_transactions.columns = ["customer_name", "offer_id"] | |
| df_transactions['n'] = 1 | |
| df_transactions.head() |