A Python tool to faciliate data dictionary generation and data profiling. This Toll is designed can help to design data summary including statistical summary of attributes and integrating descriptive metadata from a predefined template. 🌟
- Template-Driven Descriptions 📘: Automatically append contextual descriptions to your dataset variables from a custom template.
- Versatile Data Handling 📈: Effortlessly load and process datasets in formats like
.csv,.sav, and.xlsx. - Statistical Summary Generation 📊: Generate detailed statistical summaries for each dataset column, offering insightful analytics at a glance.
- API and Local Integration 🌐: Fetch variable descriptions from external APIs or local description files, enhancing data comprehensibility.
- Export Flexibility 📁: Easily export your enriched datasets in multiple formats, tailored to your analytical needs.
- Python (3.x recommended)
- dependencies listed in
requirements.txt
git clone https://github.com/komi786/exDSF_.git
cd exDFS_
run command pip install -r requirements.txt
run command python integrator.py