Retrieve shapes from OpenStreetMap by tags

import geopandas as gpp
import osmnx as ox

place = "Freiburg i. Br., Baden-Württemberg, Germany"
place_gdf = ox.geocode_to_gdf(place)   

place_poly = place_gdf.geometry.iloc[0]

tags = {"admin_level": "10"}

gdf = ox.features_from_polygon(place_poly, tags)

gdf.explore(tooltip=["name"])