quick_data_profiling
Quick Data Profiling Tool
A comprehensive tool for quick data profiling and exploratory data analysis, generating interactive HTML reports.
Features
- Generates an HTML report with:
- Data head and data types
- Missing values analysis and heatmap
- Statistical summaries of numerical columns
- Distributions of numerical and categorical variables
- Correlation matrix
Installation
Install directly from GitHub:
pip install git+https://github.com/mwill5/quick_data_profiling.git
Usage
After installation, run the tool using the following command:
quickprof your_data_file.csv
Replace your_data_file.csv with the path to your dataset.
Example:
quickprof data.csv
An report.html file will be generated in your current directory.
Example
To see an example of the generated report, check out example report.
License
This project is licensed under the MIT License - see the LICENSE file for details.
Author
Myles Williams