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test_dsn

active ARFF Unknown Visibility: public Uploaded 06-10-2022 by louis geiler
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Churn happens when customers are leaving their current service provider and moving to another one. This is a big business problem because it is more expensive to acquire a new customer than to keep an existing one from leaving.

16 features

churn_status (target)	numeric	2 unique values 0 missing
customer_id	string	1400 unique values 0 missing
network_age	numeric	1038 unique values 0 missing
customer_tenure_in_month	numeric	1038 unique values 0 missing
total_spend_in_months_1_and_2_of_2017	numeric	1387 unique values 0 missing
total_sms_spend	numeric	712 unique values 0 missing
total_data_spend	numeric	241 unique values 0 missing
total_data_consumption	numeric	1394 unique values 0 missing
total_unique_calls	numeric	503 unique values 0 missing
total_onnet_spend_	numeric	851 unique values 0 missing
total_offnet_spend	numeric	1126 unique values 0 missing
total_call_centre_complaint_calls	numeric	19 unique values 0 missing
network_type_subscription_in_month_1	string	3 unique values 175 missing
network_type_subscription_in_month_2	string	3 unique values 144 missing
most_loved_competitor_network_in_in_month_1	string	7 unique values 1 missing
most_loved_competitor_network_in_in_month_2	string	6 unique values 1 missing