A simple Streamlit tool developed for a research project conducting a comparative analysis between the new UEFA Champions League (UCL) format and the previous format.
This tool helps extract key data points from UCL match reports and SofaScore sources, storing them in MongoDB for structured analysis.
- Upload official UCL match report PDFs
- Manually input team data (cards, market value, injuries)
- Automatically calculates totals and saves to MongoDB
- Supports both “Old” and “New” UCL formats
This tool is built using a lightweight full stack architecture:
| Layer | Technology | Purpose |
|---|---|---|
| Frontend (UI) | Streamlit | Web interface for file upload and inputs |
| Backend | Python | Business logic and PDF parsing |
| Database | MongoDB | Storing extracted and structured match data |
Designed for simplicity, accuracy, and ease of use for academic data collection and analysis.
pip install -r requirements.txt
streamlit run ucl_tool.py