Working with Folium

Visualizando dados geoespaciais em Python

Mary van Valkenburg

Data Science Program Manager, Nashville Software School

plot of light green polygon with art location points

Folium

python package
interactive maps
built upon Leaflet.js

folium leaf logo

folium.Map()

import folium
# construct a map centered at the Eiffel Tower
eiffel_tower = folium.Map(location = [48.8583736,2.2922926])

# display the map
display(eiffel_tower)

street map of paris

Setting the zoom level

import folium
# construct a map centered at the Eiffel Tower
eiffel_tower = folium.Map([location = 48.8583736,2.2922926], zoom_start = 12)

# display the map
display(eiffel_tower)

zoomed in street map of Paris with tiny eiffel tower

Folium location from centroid

district_one.head()

district  center                   geometry
1         POINT (-86.860 36.262)   (POLYGON ((-86.771 36.383...

center_point = district_one.center[0]
type(center_point)

<class 'shapely.geometry.point.Point'>

Folium location from centroid

# reverse the order for folium location array
district_center = [center_point.y, center_point.x]

# print center point and district_center
print(center_point)
print(district_center)

POINT (-86.86086595994405 36.2628221811899)
[36.262822181189904, -86.86086595994405]

Adding a polygon to a folium map

# create a folium map centered on district 1
district1_map = folium.Map(location = district_center)

# add the outline of district one
folium.GeoJson(district_one.geometry).add_to(district1_map)

# display the resulting map
display(district1_map)

map with blue polygon

Let's practice!

Visualizando dados geoespaciais em Python