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
创建时间: 2018-03-03T21:42:43Z
项目社区:https://github.com/geoffkip/CustomerChurn

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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.