Home Loan Denial Analysis

Description

This project involves a comprehensive analysis of home loan denials using Python and various data analysis techniques. The project aims to identify key factors leading to loan denials through data cleaning, processing, exploratory data analysis, and predictive modeling.

Technologies

• Python
• Pandas
• Scikit-Learn
• Matplotlib
• Seaborn

Project Structure

• data/: Contains raw and processed data.
• notebooks/: Jupyter notebooks for exploratory data analysis and modeling.
• src/: Source code for data processing, exploratory analysis, and modeling.
• README.md: Project documentation.
• requirements.txt: List of dependencies.

Installation

Clone the repository and install the required packages:

git clone https://github.com/yourusername/home-loan-denial-analysis.git
cd home-loan-denial-analysis
pip install -r requirements.txt