MapLight

maplight.orgsite

provides a variety of data free of charge for uses that are freely available to the general public. Click on a data set below to learn more

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Data Science

added

2026-10-10

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1. ▲
   lightpollutionmap.info lightpollutionmap.info

   site category #astrophotography link ↗

   This website uses satellite data to show light pollution related content.

   
2. ▲
   Mapillary mapillary.com

   site category #urban-and-regional-planning-resources link ↗

   Access street-level imagery and AI-derived map data from all over the world. Fill in the gaps by requesting new coverage or capturing your own with an easy to use mobile app.

   
3. ▲
   maplibre github.com

   tool category #frontend-gis link ↗

   It originated as an open-source fork of mapbox-gl-js, before their switch to a non-OSS license in December 2020.

4. ▲
   StreetLight Data streetlightdata.com

   site category #urban-and-regional-planning-resources link ↗

   Provides data using smartphones as sensors to measure vehicles, bikes, and pedestrians across North America. Carry out your mission on time and under budget, with 24/7 access to counts, O-D, and other metrics you need.

   
5. ▲
   Lumify lumify.io

   site category #bigdata link ↗

   open source big data analysis and visualization platform

6. ▲
   geomap pypi.org

   site category #datascience link ↗

Data Science › Fun > Datasets: “provides a variety of data free of charge for uses that are freely available to the general public. Click on a data set below to learn more”