| Dataset Structure | |
| Data Instances | |
| An instance in the dataset represents a user's data with the following fields: msno (user id), is_churn (whether the user left the service), playtime_per_day (average daily playtime), city, bd (age), gender, registered_via (registration method), registration_init_time, payment_method_id, payment_plan_days, plan_list_price, actual_amount_paid, is_auto_renew, transaction_date, membership_expire_date, is_cancel (whether the user cancelled their membership). | |
| Data Fields | |
| - msno: a string identifier for the user. | |
| - is_churn: a binary value indicating whether the user left the service (1) or not (0). | |
| - playtime_per_day: a float value representing the average daily playtime of the user. | |
| - city: an integer representing the city code. | |
| - bd: an integer representing the age of the user. | |
| - gender: a binary value indicating the gender of the user (0 for male, 1 for female, -1 for unknown). | |
| - registered_via: an integer representing the registration method. | |
| - registration_init_time: an integer representing the year of registration. | |
| - payment_method_id: an integer representing the payment method. | |
| - payment_plan_days: an integer representing the length of the payment plan in days. | |
| - plan_list_price: an integer representing the listed price of the payment plan. | |
| - actual_amount_paid: an integer representing the actual amount paid by the user. | |
| - is_auto_renew: a binary value indicating whether the user's plan auto-renews (1) or not (0). | |
| - transaction_date: an integer representing the year of the transaction. | |
| - membership_expire_date: an integer representing the year when the membership expires. | |
| - is_cancel: a binary value indicating whether the user cancelled their membership (1) or not (0). |