A GeoDataFrame is just a Pandas DataFrame with a special column (usually geometry ) that stores shapely objects. You rarely create geometries by hand, but you must understand them.
But if you open a raw shapefile or a GeoJSON file for the first time, you’ll quickly realize: Python GeoSpatial Analysis Essentials
import geopandas as gpd world = gpd.read_file(gpd.datasets.get_path('naturalearth_lowres')) What is this? print(type(world)) # <class 'geopandas.geodataframe.GeoDataFrame'> print(world.head()) print(world.geometry.name) # 'geometry' A GeoDataFrame is just a Pandas DataFrame with
Geospatial data is everywhere. From tracking delivery trucks to analyzing climate change, location is the secret ingredient that makes data science actionable. Python GeoSpatial Analysis Essentials