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README.md

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# ETSI Data Quality Assessment System

Web-based data quality validation tool based on the ETSI data quality framework.

## Structure

- `etsi_dq/` — Core analysis library (6 metrics)
- `api/` — FastAPI backend (14 REST API endpoints)
- `dashboard.py` — Streamlit frontend

## Run
Backend
uvicorn api.main:app --reload --port 8000
Frontend
streamlit run dashboard.py
## Tech Stack

- Frontend: Streamlit
- Backend: FastAPI + Uvicorn
- Analysis: Python, pandas, numpy
- API Docs: http://localhost:8000/docs
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@@ -460,7 +460,6 @@ with tab2:
                'reliability': 'Reliability',
                'uniqueness': 'Uniqueness',
            }

            api_selected_metrics = []

            for item in (summary_json.get('results') or []):