/exploratory-data-analysis

This project is an exploratory data analysis on a credit card bank data set with over 10,000 entries, providing information about customers' demographics, financial status, educational background, and credit card usage.

Primary LanguagePython

Exploratory Data Analysis

This project is an exploratory data analysis on a credit card bank data set with over 10,000 entries, providing information about customers' demographics, financial status, educational background, and credit card usage. Originally containing 18 columns, it has been condensed to 12 for this study.

The data analyis showed that credit companies need to improve financial literacy since higher educational level does not improve financial literacy

The link to the datasets can be found https://www.kaggle.com/datasets/sakshigoyal7/credit-card-customers/data

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

What things you need to install the application and how to install them

python
pytest
matplotlib

Installing

A step by step series of examples that tell you how to get a development env running

Say what the step will be

pip install python
pip install pytest
pip install matplotlib

Running the tests

Explain how to run the automated tests for this system

Break down into end to end tests

Explain what these tests test and why

pytest test/test_functions.py

Contributing

Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.

Authors

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments