Finding the neighborhood with the most public art
Now that you have created art_geo, a GeoDataFrame, from the art DataFrame, you can join it spatially to the neighborhoods data to see what art is in each neighborhood.
Deze oefening maakt deel uit van de cursus
Visualizing Geospatial Data in Python
Oefeninstructies
- Merge the
art_geoandneighborhoodsGeoDataFrames with a spatial join to create a new GeoDataFrame calledneighborhood_art. Find the art that iswithinneighborhoods. - Print the first few rows of the neighborhood art GeoDataFrame.
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
# import packages
import geopandas as gpd
import pandas as pd
# Spatially join neighborhoods with art_geo
neighborhood_art = gpd.____(art_geo, neighborhoods, predicate = "____")
# Print the first few rows
print(neighborhood_art.head())