{"slug":"jaechang-hits-geopandas-geospatial","source_name":"jaechang-hits/geopandas-geospatial","name":"Jaechang Hits/Geopandas Geospatial","description":"Geospatial vector analysis extending pandas. Read/write spatial formats (Shapefile, GeoJSON, GeoPackage, Parquet, PostGIS), CRS handling, geometric ops (buffer, simplify, centroid, affine), spatial analysis (joins, overlays, dissolve, clipping, distance), visualization (choropleth, interactive maps, basemaps). Use for spatial joins, overlays, CRS transforms, area/distance, maps.","version":1,"lift":{"pass_rate_delta_pts":4.35,"pass_rate_pct":100,"total_cases":23,"passed_cases":23,"tokens_delta_pct":261.3,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-23T23:17:58.651373+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.35,"with_pass_pct":100,"without_pass_pct":95.7,"tokens_delta_pct":261.3,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-23T23:17:58.651373+00:00","run_id":"de37ecb0-6bcc-459b-a938-994dfdd76d56","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"BSD-3-Clause","install_count":1,"manifest_hash":"13726c434f1f0383d223794c777570a31ce9e32eadd573128e340a1a8b344578","raw_url":"https://app.decimal.ai/s/jaechang-hits-geopandas-geospatial/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jaechang-hits-geopandas-geospatial"}