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.

This exercise is part of the course

Visualizing Geospatial Data in Python

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Exercise instructions

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.

Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# 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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