Pune

Large · High economic tier (state-level proxy) · 2011 population 3,124,458.

Road network built

Road network

37,048

OSM drive-network edges

data/raw/osm manifest

6,000 m

Query radius from city center

50 m

Road sample-point spacing

data/interim/road_universe_meta.json

This city’s road geometry (OpenStreetMap, ODbL, retrieved 2026-09-08) has been fetched and is part of the 1,034,197-point sample universe across 9 cities. A per-city breakdown of that point total has not been separately published, so it is reported as edges (a directly measured quantity) rather than an inferred per-city point count.

Imagery coverage

Not yet measured

Mapillary coverage-tile measurement for Pune has not run yet — it requires a MAPILLARY_TOKEN that has not been provided to this project. Once it runs, this section will show coverage density relative to the road network above, not a fabricated percentage.

see docs/data_sources.md

Infrastructure estimates

Not yet measured

No street-level images have been scored for Pune yet. Naive and coverage-reweighted infrastructure estimates depend on a trained vision model evaluated over this city’s imagery.

see docs/annotation_protocol.md

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