Geographic

Geographic data is data that is associated with a location on the Earth. Geographic data is often represented as a latitude and longitude. The latitude is the distance north or south of the equator. The longitude is the distance east or west of the prime meridian .

import pandas as pd 
from matplotlib import pyplot as plt 

url  = 'https://raw.githubusercontent.com/fahadsultan/csc343/main/data/uscities.csv'
data = pd.read_csv(url, index_col='city')

plt.scatter(data['lng'], data['lat'], c=data['county_fips'], s=1);
plt.xlim(-130, -65);
plt.ylim(20, 55);
plt.xlabel('Longitude');
plt.ylabel('Latitude');