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#Pydeck #Folium #Geopy #Geopandas #Shapely #Rasterio #ArcGIS #PySAL #Fiona #Pyproj #NetworkX #Cartopy #Gdal #Gevent #RTree #Descartes #PyQGIS #OSMnx #Geojson #Geohash #DataUrbana #UrbanDataScience ...
data/raw/violations.csv (298k rows) → src/etl.py (UTC→IST, explode violation JSON, H3-tag, validation-tier) → src/hotspots.py (H3 aggregation + DBSCAN cross-check) → src/scoring.py (Congestion Impact ...
The New Science of Maps · Geospatial AI Consultant & Educator · Forbes 30U30 · TEDx Speaker · Bestselling Author ...
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