Customer Churn Analyzer

Customer Profile & Demographics

Gender Female Male Binary representation (Female=0, Male=1)

Senior Citizen No Yes Is the customer 65 years or older?

Partner Status No Partner Has Partner Primary demographic status flag

Dependents Status No Dependents Has Dependents Dependent children or relatives

Core Telecom Services

Phone Service Yes No Subscribes to standard voice line

Multiple Lines No Yes No phone service Multiple telephone numbers active

Internet Service Type DSL Fiber optic No Internet Service Technology type

Service Add-Ons & Streaming

Online Security No Yes No internet service Antivirus & firewall bundle

Online Backup No Yes No internet service Cloud backup storage

Device Protection No Yes No internet service Accidental damage coverage

Tech Support No Yes No internet service Priority assistance plan

Streaming TV No Yes No internet service Live TV channels package

Streaming Movies No Yes No internet service Movie library subscription

Contract & Billing Details

Contract Type Month-to-month One year Two year Billing term structure

Paperless Billing Yes No Invoice delivery preference

Payment Method Electronic check Mailed check Bank transfer (automatic) Credit card (automatic) Billing settlement channel

Tenure (Months) Months customer has stayed (0 to 72)

Monthly Charges ($) Current monthly invoice price

Total Charges ($) Accrued bill amount across tenure