kodylow/kaggle_churn

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).

原始信息汇总

数据集结构

数据实例

每个数据实例代表一个用户的数据，包含以下字段：

• msno: 用户ID，字符串标识符。
• is_churn: 用户是否离开服务的二进制值（1表示离开，0表示未离开）。
• playtime_per_day: 用户平均每日播放时间，浮点数值。
• city: 城市代码，整数。
• bd: 用户年龄，整数。
• gender: 用户性别，二进制值（0表示男性，1表示女性，-1表示未知）。
• registered_via: 注册方式，整数。
• registration_init_time: 注册年份，整数。
• payment_method_id: 支付方式，整数。
• payment_plan_days: 支付计划天数，整数。
• plan_list_price: 支付计划列表价格，整数。
• actual_amount_paid: 用户实际支付金额，整数。
• is_auto_renew: 计划是否自动续订的二进制值（1表示自动续订，0表示不自动续订）。
• transaction_date: 交易年份，整数。
• membership_expire_date: 会员资格到期年份，整数。
• is_cancel: 用户是否取消会员资格的二进制值（1表示取消，0表示未取消）。