tristanfaure.com /projects / xploring
DataValueXploring
7.7M US road accidents — from raw data to a decision tool under budget
2026 · ACADEMIC
Stack
Python · pandas · Streamlit · Docker · Parquet · pytest
Key figures
- Dataset
- 7.73M rows, 2016–2023
- Deliverables
- Notebook · app · pipeline
- Framing
- Renovate under budget
- Shipping
- Docker + config.yaml
A full data-product story on the US Accidents dataset (7.73M rows): where and what should a transportation agency renovate first, under a fixed budget?
Three deliverables from one analysis: an executable analysis notebook, an interactive Streamlit explorer, and a configurable CLI pipeline (config.yaml) shipped with Docker and tests.
The point is the arc — exploration to decision tool to reproducible pipeline — not just charts.
Links
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