Data, indicators, maps, and methods
Open urban research infrastructure with documented provenance, validation, geographic coverage, and reuse pathways.
Explore UrbanProbe →Find and share urban datasets, maps, indicators, software, models, benchmarks, and reproducible research workflows.
Datasets, data requests, tools, and methods posted to the community appear here with their documentation.
Synced from the Datasets and Tools categories on GitHub Discussions.
The Collective supports discovery and discussion. UrbanProbe and XUrbanAI provide focused technical homes for open urban infrastructure and experimental urban intelligence.
Open urban research infrastructure with documented provenance, validation, geographic coverage, and reuse pathways.
Explore UrbanProbe →Experimental urban intelligence paired with evaluation, limitations, usage constraints, and reproducible artifacts.
Explore XUrbanAI →