Giter Club home page Giter Club logo

facf00 / credit-card---churn-rate Goto Github PK

View Code? Open in Web Editor NEW
1.0 2.0 0.0 18.26 MB

The credit churn data analysis aims to investigate the factors that contribute to customer attrition in a credit card company. The dataset used in this analysis contains information on customer demographics, credit card usage, and other relevant variables.

License: Apache License 2.0

Jupyter Notebook 31.89% HTML 68.11%
churn churn-analysis churn-prediction data-science data-visualization eda pandas python3 wragling xgboost-algorithm

credit-card---churn-rate's Introduction

๐Ÿ“ˆ Credit Card Churn Rate ๐Ÿ“ˆ

A bank is concerned that more and more customers are leaving its credit card services. They would really appreciate if someone could analyze it for them, in order to understand the main reasons for leaving the services, and to come up with recommendations for how the bank can mitigate that. Eventually, the bank would like to proactively implement these recommendations in order to keep their customers happy.

Table of Contents

  • Overview A full ERD can be found here
  • Data Sources
  • The csv files we're provided by Datacamp
  • Data Wrangling
  • Exploratory Data Analysis
  • Modeling
  • Evaluation
  • Conclusion

Take a quick look

credit-card---churn-rate's People

Contributors

facf00 avatar

Stargazers

 avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.