Built a Python humanitarian GIS analytics pipeline to turn fragmented conflict and displacement datasets into operational maps and timelines. Stack: pandas, geopandas, shapely, fiona, pyproj, mapclassify, matplotlib, plotly, folium. Architecture uses DuckDB for analytics GeoPackage for spatial layers, orchestrated via a Typer CLI and YAML run contexts across 15 country configs. Curious how others structure Python GIS pipelines — DuckDB/GeoPackage locally, or straight to PostGIS?

Mapclassify. Geralmente, utilizamos a mapclassify sem saber quando classificamos um dado com geopandas. No card, mostramos exemplos de classificação por quantis, quebras naturais e intervalos iguais de dados do IVS para o Mato Grosso.

おー、mapclassify便利そう

pip install shapely pip install fiona pip install pyproj pip install rtree pip install psycopg2-binary ← 気になる pip install GeoAlchemy2 pip install geopy pip install mapclassify をした上で pip install geopandas 無事、インストールできました。 #python #独学プログラミング

Creating interactive choropleth maps with 15 classification schemes using #geemap. It supports vector data categorical and numeric columns. Built upon @geopandas and @pysal_devs mapclassify. Notebook: geemap.org/notebooks/110_cho… #gischat #geospatial #dataviz #EarthEngine

Top story: @giswqs: '#Leafmap new feature: Creating interactive choropleth maps with only one line of code. There are 15 classification schemes to choose from. Built upon @geopandas @pysal_devs mapclassify. Notebook: h… x.com/giswqs/status/15193104…, see more tweetedtimes.com/v/1527?s=tn…

#Leafmap new feature: Creating interactive choropleth maps with only one line of code. There are 15 classification schemes to choose from. Built upon @geopandas @pysal_devs mapclassify. Notebook: leafmap.org/notebooks/53_cho… #gischat #geospatial #dataviz #cartography

And just like that, a new version of @pysal_devs (2.3.0!) is in the wild! A brand new package -access- w/ classical&novel spatial accessibility; blazing fast local statistics (esda), topological coloring (mapclassify) many more improvements! Read on at: github.com/pysal/pysal/relea…

The result of my first coding project in #Python - A #MotionMap of #Covid19 cases worldwide, up until today. Steep learning curve but great fun because everything worked out. #pythonlibraries #geopandas #pandas #geoplot #matplotlib #mapclassify #imageio #glob #datetime #os

Bug-fix release 0.5.1 is out: only change compared to 0.5.0 is compatibility with the latest mapclassify release, for all your choropleths! github.com/geopandas/geopand…

Super cool! If you want more choice for the color classifications, you could also use `mapclassify` (github.com/pysal/mapclassify), part of the PySAL federation. It's what geopandas uses under the hood and gives you quite a few options based on research. Happy to collaborate!