Zero-friction geo cleaning
Drop · paste · geocode → kept features + omitted report
How to use Wrangler
Turn messy location files into web-ready GeoJSON
Drop a spreadsheet or paste rows. Wrangler finds coordinates, drops bad rows, and hands you clean features plus what was omitted and why.
- Start with the sample to see kept + omitted.
- Drop a file — CSV, GeoJSON, or zipped shapefile.
- Or paste CSV, GeoJSON, coords, or addresses (Geocode).
- Export GeoJSON, CSV, copy, or omitted.csv.
Buffer and H3 run on the server. If the API times out, CSV/GeoJSON still clean in the browser without those extras.
Drag & drop CSV, GeoJSON, or Shapefile (.zip)
Drop, paste, geocode, or try the sample