How can I visualize geospatial data using Python?

How can I visualize geospatial data using Python?

You can use libraries like Matplotlib, Folium, or Geopandas to visualize geospatial data in Python.

Can you give me an example using Folium?

Sure! Here's a simple example:

import folium

# Create a map centered at a specific location
m = folium.Map(location=[45.5236, -122.6750], zoom_start=13)

# Add a marker
folium.Marker([45.5236, -122.6750], popup='Portland').add_to(m)

# Save the map to an HTML file
m.save('map.html')

This will create a map with a marker for Portland.

What if I want to visualize multiple locations?

You can loop through a list of coordinates and add markers for each location. Here's an example:

locations = [[45.5236, -122.6750], [34.0522, -118.2437], [40.7128, -74.0060]]

for loc in locations:
    folium.Marker(loc).add_to(m)

This will add markers for Portland, Los Angeles, and New York.