QualiFrame

QualiFrame is a Python package for automated data quality analysis and reporting. It analyzes tabular datasets and generates useful statistics, quality checks, visualizations, and a PDF report.

Installation

pip install qualiframe

Usage

from qualiframe import audit

audit("data.csv", output_dir="output")

QualiFrame automatically checks:

• Missing values
• Duplicate records
• Data types
• Statistical summaries
• Correlations
• Data distributions
• Overall data quality

A structured PDF audit report is generated in the specified output directory.

Requirements

Python 3.10+

Built with Pandas, Matplotlib, Seaborn, and ReportLab.

Author

Heshva

License

No license specified.