📊 CSV Embedded
Customer Churn Analysis & Prediction
Live Dashboard
Churn Rate
-
Total Customers
-
Complete dataset from CSV
Retained Customers
-
Avg Monthly Charge
-
A. Churn Rate Overview
-
Churn Rate
Churned
-
Retained
-
Churned:
-
Retained:
-
B. Customer Demographics
Gender
-
●
-
Male
●
-
Female
Churn by Gender
F
-
M
-
Partner
Partner
Status
●
-
% Yes
●
-
% No
No Partner churns more
No
-
Yes
-
Dependents
Depend.
Status
●
-
% Yes
●
-
% No
No Dep Higher Churn
No
-
Yes
-
C. Customer Tenure Distribution (Months)
■ Churned (% = churn rate)
■ Total customers
📊 Churn drops dramatically after 12 months
Senior Citizens
-
Senior
●
Senior (
-
)
-
●
Non-Senior (
-
)
-
⚠ Seniors churn at
-x
the rate of non-seniors
D. Churn by Contract Type
■ Churned
■ Retained
D. Churn by Payment Method
% = churn rate within payment method
D. Churn by Internet Service
Contract x Internet - Churn Heatmap
🔴 High(>40%)
🟡 Medium(10-40%)
🟢 Low(<10%)
Actionable Insights & Recommendations