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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

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Oefeninstructies

  • Merge the art_geo and neighborhoods GeoDataFrames with a spatial join to create a new GeoDataFrame called neighborhood_art. Find the art that is within neighborhoods.
  • 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())
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