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April 24, 2020 10:35
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import numpy as np # library to handle data in a vectorized manner | |
import pandas as pd # library for data analsysis | |
import json # library to handle JSON files | |
from geopy.geocoders import Nominatim # convert an address into latitude and longitude values | |
import requests # library to handle requests | |
from pandas.io.json import json_normalize # tranform JSON file into a pandas data frame | |
# Matplotlib and associated plotting modules | |
import matplotlib.cm as cm | |
import matplotlib.colors as colors | |
# import k-means from clustering stage | |
from sklearn.cluster import KMeans | |
import folium # map rendering library | |
from bs4 import BeautifulSoup | |
import re | |
print('Libraries imported.') |
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