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activity changed to type of activity

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This commit is contained in:
Thomas PIQUE 2024-03-27 15:10:57 +00:00
parent f55ade48b4
commit 8d33c74d2f
1 changed files with 3 additions and 3 deletions
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6
0_6_segmentation_V2TP.py
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@ -21,7 +21,7 @@ import matplotlib.pyplot as plt
################################### ###################################
# choose the type of companies for which you want to run the pipeline # choose the type of companies for which you want to run the pipeline
activity = "sport" type_of_activity = "sport"
# choose the model we use for the segmentation # choose the model we use for the segmentation
model_name = "LogisticRegression_Benchmark" model_name = "LogisticRegression_Benchmark"
@ -76,7 +76,7 @@ X_test_business_fig = df_business_fig(X_test_segment, "segment", business_var)
# save histogram to Minio # save histogram to Minio
hist_segment_business_KPIs(X_test_business_fig, "segment", "size", "nb_tickets", hist_segment_business_KPIs(X_test_business_fig, "segment", "size", "nb_tickets",
"nb_purchases", "total_amount", "nb_campaigns") "nb_purchases", "total_amount", "nb_campaigns")
save_file_s3_mp(File_name = "segments_business_KPIs_", type_of_activity = activity) save_file_s3_mp(File_name = "segments_business_KPIs_", type_of_activity)
### 2. description of marketing personae (spider chart) ### 2. description of marketing personae (spider chart)
@ -95,5 +95,5 @@ X_test_segment_caract = pd.concat([X_test_segment_pb, X_test_segment_mp[['share_
# visualization and save the graphic to the MinIo # visualization and save the graphic to the MinIo
categories = list(X_test_segment_caract.drop("segment", axis=1).columns) categories = list(X_test_segment_caract.drop("segment", axis=1).columns)
radar_mp_plot_all(df=X_test_segment_caract, categories=categories) radar_mp_plot_all(df=X_test_segment_caract, categories=categories)
save_file_s3_mp(File_name = "spider_chart_all_", type_of_activity = activity) save_file_s3_mp(File_name = "spider_chart_all_", type_of_activity)