Datasetpublic

toolathon123/telco-churn-release

Telco Customer Churn This dataset contains anonymized customer account records from a telecommunications provider, capturing demographic attributes, subscribed services, account tenure, billing details, and churn status. It is well suited for supervised binary classification tasks aimed at predicting whether a customer will churn (leave the service), as well as for exploratory analysis of customer retention drivers. Each row represents a unique customer account; the target… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/telco-churn-release.

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Dataset Card

Telco Customer Churn

This dataset contains anonymized customer account records from a telecommunications provider, capturing demographic attributes, subscribed services, account tenure, billing details, and churn status. It is well suited for supervised binary classification tasks aimed at predicting whether a customer will churn (leave the service), as well as for exploratory analysis of customer retention drivers. Each row represents a unique customer account; the target variable is Churn, and all other fields can be used as features for modeling.

Column descriptions

Column	Description
customerID	Unique identifier for each customer account.
gender	Gender of the customer (Male / Female).
SeniorCitizen	Whether the customer is a senior citizen (1 = yes, 0 = no).
Partner	Whether the customer has a partner (Yes / No).
Dependents	Whether the customer has dependents (Yes / No).
tenure	Number of months the customer has stayed with the company.
PhoneService	Whether the customer has phone service (Yes / No).
InternetService	Type of internet service subscribed: DSL, Fiber optic, or No (no internet service).
Contract	Type of contract: Month-to-month, One year, or Two year.
PaperlessBilling	Whether the customer uses paperless billing (Yes / No).
PaymentMethod	Payment method used: Electronic check, Mailed check, Bank transfer (automatic), or Credit card (automatic).
MonthlyCharges	Amount charged to the customer per month.
TotalCharges	Total amount charged to the customer over the entire account lifetime.
Churn	Whether the customer churned (Yes / No); target variable.