项目作者: geoffkip
项目描述 :
Machine learning to predict the customer churn for a telecommunications company
高级语言: Jupyter Notebook
项目地址: git://github.com/geoffkip/CustomerChurn.git
Predicting customer churn for a telecommunications company
An telecommunications company is interested in the retention of our customers. This is a sample dataset from a telecommunications company. The dataset has
the following details:
- Customer who left in the last month: Churn
- Services customers signed up for: Phone, Multiple Lines, Internet, Online
Security, Online Backup, Device Protection, Tech Support, Streaming TV/Movies - Customer account info: Tenure, Contract Duration, Payment Method, Paperless
Billing, Monthly Charges, Total Charges - Customer demographic: Gender, Senior, Partners, Dependents
Using this data find out which factors are best for predicting
whether a customer will leave within a month.