In [1]:

# from datalore.plot import *
# import datalore.geo_data as gd

from lets_plot import *
from lets_plot.geo_data import *

import pandas as pd

LetsPlot.setup_html()

The geodata is provided by © OpenStreetMap contributors and is made available here under the Open Database License (ODbL).

In [2]:

# load coordinates of US states in low resolution
states = regions_state('US-48')
#states

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
C:\Temp/ipykernel_11612/3508414893.py in <module>
      1 # load coordinates of US states in low resolution
----> 2 states = regions_state('US-48')
      3 #states

NameError: name 'regions_state' is not defined

Blank map¶

In [ ]:

ggplot() + geom_polygon(map=states, alpha=0, color='gray') + ggsize(700, 400)

Violent Crime Rates by US State¶

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# Violent Crime Rates by US State
crime_rate = pd.read_csv('https://vincentarelbundock.github.io/Rdatasets/csv/datasets/USArrests.csv')
crime_rate.head()

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p = ggplot(crime_rate, aes(fill='Assault'))
p + geom_map(map=states, map_join=["Unnamed: 0", "request"]) + scale_fill_gradient(low='green', high='red')

In [ ]: