Churn Prediction
Senior Citizen?
Yes
No
Tenure (months)
Monthly Charges
Total Charges
Male?
Yes
No
Partner?
Yes
No
Dependents?
Yes
No
Phone Service?
Yes
No
No Phone Service?
Yes
No
Multiple Lines?
Yes
No
Internet: Fiber Optic?
Yes
No
Internet: None?
Yes
No
Online Security: No internet service?
Yes
No
Online Security: Yes?
Yes
No
Online Backup: No internet service?
Yes
No
Online Backup: Yes?
Yes
No
Device Protection: No internet service?
Yes
No
Device Protection: Yes?
Yes
No
Tech Support: No internet service?
Yes
No
Tech Support: Yes?
Yes
No
Streaming TV: No internet service?
Yes
No
Streaming TV: Yes?
Yes
No
Streaming Movies: No internet service?
Yes
No
Streaming Movies: Yes?
Yes
No
Contract: One year?
Yes
No
Contract: Two year?
Yes
No
Paperless Billing?
Yes
No
Payment Method: Credit card (automatic)?
Yes
No
Payment Method: Electronic check?
Yes
No
Payment Method: Mailed check?
Yes
No
Predict Churn