kodylow/kaggle_churn

Dataset Structure Data Instances

An instance in the dataset represents a user's data with the following fields: msno (user id), ischurn (whether the user left the service), playtimeperday (average daily playtime), city, bd (age), gender, registeredvia (registration method), registrationinittime, paymentmethodid, paymentplandays, planlistprice, actualamountpaid, isautorenew, transactiondate, membershipexpiredate, iscancel (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).
• —playtimeperday: 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.
• —registrationinittime: an integer representing the year of registration.
• —paymentmethodid: an integer representing the payment method.
• —paymentplandays: an integer representing the length of the payment plan in days.
• —planlistprice: an integer representing the listed price of the payment plan.
• —actualamountpaid: an integer representing the actual amount paid by the user.
• —isautorenew: 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.
• —membershipexpiredate: 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).