/telecom-churn-rate-analysis

This repository contains analysis of the Telecom Churn Dataset, exploring customer behavior patterns and predicting churn using machine learning techniques.

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

Telecom Churn Rate Analysis

Table of Contents

About this Repository

In this analysis, I explore the factors that contribute to customer churn in the telecom industry using various machine learning techniques on the Orange Telecom Churn Dataset.

Through exploratory data analysis and visualization, I identify patterns and relationships between these features and customer churn. I then train and evaluate various machine learning models to predict customer churn and identify the most important predictors. In addition to the code and results, this repository includes a detailed report outlining the methodology and findings of my analysis.

References

  1. Investopedia's What is Churn Rate?