This project automates dataset profiling using ydata-profiling (formerly pandas-profiling). It generates detailed reports with key insights, such as missing values, distributions, correlations, and more, making exploratory data analysis (EDA) faster and easier.
- Automatic detection of missing values
- Summary statistics for numerical and categorical columns
- Correlation heatmaps
- Distribution plots
- Customizable reporting
Acknowledgments
- This project utilizes ydata-profiling for data analysis and reporting.
Clone the repository and install the required dependencies:
git clone https://github.com/JobitJames/Data-Profiling-Toolkit.git
cd Data-Profiling-Toolkit
pip install -r requirements.txt