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Datasets:
kodylow
/
kaggle_churn

Modalities:
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Formats:
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Size:
100K - 1M
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msno
stringlengths
44
44
is_churn
int64
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playtime_per_day
float64
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city
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gender
int64
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registered_via
int64
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registration_init_time
int64
2k
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payment_method_id
int64
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payment_plan_days
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plan_list_price
int64
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actual_amount_paid
int64
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is_auto_renew
int64
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transaction_date
int64
2.02k
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membership_expire_date
int64
2.02k
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End of preview. Expand in Data Studio
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

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).
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Number of rows:
346,054