geopandas
Category: physical-sciences · License: MIT · Version: 1.2 · Includes scripts
Tags: geospatial, GIS, vector data, spatial analysis, Python
When to use it
Guidance and local audit CLIs for Python workflows using GeoPandas 1.1.4 GeoSeries and GeoDataFrame for planar vector data: CRS handling, geometry validity and repair, sjoin, overlay, clip, dissolve, union, GeoPackage, GeoParquet and PostGIS I/O, and plotting. Use when reprojecting or assigning a CRS, auditing invalid or empty geometries, running spatial joins and checking cardinality, exporting vector data with a reproducible contract, or migrating code from GeoPandas 0.14 to 1.x. Use when checking privacy risks in coordinate data. Do not use for raster data or geodesic-only calculations.Example requests
Ask your agent in plain language, for example:- “my shapefile has no .prj and I think it’s in UTM somewhere, how do I get it into lat/lon for a web map?”
- “I’m running gpd.sjoin(parcels, flood_zones, how=‘left’, predicate=‘within’) on parcels.gpkg and flood_zones.gpkg in EPSG:4326. I get 2.3M rows from 1.8M parcels, and I’m also getting a warning about CRS mismatch. What’s wrong, and how do I check it?”
- “I have GPS collar tracks for an endangered species and want to put the cleaned locations in a supplementary dataset for my paper. What should I check before I publish?”
Install
/plugin marketplace add KalarisLabs/research-agent-skills and install the whole physical-sciences category with /plugin install physical-sciences@research-agent-skills.