Overview
This site consolidates data ingestion, exploratory analysis, and modeling prototypes for Chicago's air-quality sensor network.
Project Goals
- Understand Chicago's air-quality coverage using open Socrata data.
- Explain modeling choices spanning interpolation, network dynamics, and (future) STGNNs.
- Share interactive visuals that can be explored without a notebook runtime.
Workflow Highlights
- Paginated Socrata ingestion eliminates the 5k-row cap.
- Modules for intake, network analysis, and interpolation keep logic reusable.
- Flask site stitches narrative, stats, and visualizations into one shareable hub.
Use the navigation above to dive into exploratory stats, network views, and interpolation experiments. Future iterations will add STGNN forecasting and socio-economic overlays.