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@@ -434,7 +434,6 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
 * [geojson-area](https://github.com/scisco/area) - Calculate the area inside of any GeoJSON geometry. This is a port of Mapbox's geojson-area for Python.
 * [geojsonio.py](https://github.com/jwass/geojsonio.py) - Open GeoJSON data on geojson.io from Python. geojsonio.py also contains a command line utility that is a Python port of geojsonio-cli.
 * [GeoLambda](https://github.com/developmentseed/geolambda) - Create and deploy Geospatial AWS Lambda functions Python.
-* [GeoPandas](https://github.com/geopandas/geopandas) - Python tools for geographic data.
 * [geopatra](https://github.com/Sangarshanan/geopatra) - Interactive Maps with Geopandas.
 * [geopy](https://github.com/geopy/geopy) - geopy is a Python 2 and 3 client for several popular geocoding web services.
 * [geosnap](https://github.com/spatialucr/geosnap) - geosnap makes it easier to explore, model, analyze, and visualize the social and spatial dynamics of neighborhoods.
@@ -487,7 +486,6 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
 * [PyProj](https://github.com/jswhit/pyproj) - For conversions between projections.
 * [PyQGIS](http://docs.qgis.org/testing/en/docs/pyqgis_developer_cookbook/) - Python for QGIS.
 * [pyroSAR](https://github.com/johntruckenbrodt/pyroSAR) - A Python Framework for Large-Scale SAR Satellite Data Processing.
-* [PySAL](http://pysal.readthedocs.io/en/latest/) - For all your spatial econometrics needs.
 * [PyShp](https://code.google.com/archive/p/pyshp/) - For reading and writing shapefiles.
 * [PySTAC](https://github.com/stac-utils/pystac) - Python library for working with any SpatioTemporal Asset Catalog (STAC).
 * [Python Geocoder](https://github.com/DenisCarriere/geocoder) - Simple and consistent geocoding library written in Python.