7,043
Total Customers
1,869
Churned (26.5%)
5,174
Retained (73.5%)
21
Features
Data Filters
Churn by Contract Type
Tenure Distribution
Monthly Charges vs Churn
Correlation Heatmap
Feature Statistics
| Feature | Mean | Std | Min | Max | Missing |
|---|---|---|---|---|---|
| tenure | 32.4 | 24.6 | 0 | 72 | 0% |
| monthly_charges | $64.76 | $30.09 | $18.25 | $118.75 | 0% |
| total_charges | $2,283 | $2,266 | $18.80 | $8,684 | 0.15% |
| support_tickets | 1.8 | 2.1 | 0 | 15 | 0% |