import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
from sklearn.cluster import SpectralClustering# Download https://www.hindustantimes.com/static/iframes/language_probability_map/data.csv
df = pd.read_csv('data.csv', index_col=0)
| """ | |
| Python script for batch geocoding of addresses using the Google Geocoding API. | |
| This script allows for massive lists of addresses to be geocoded for free by pausing when the | |
| geocoder hits the free rate limit set by Google (2500 per day). If you have an API key for paid | |
| geocoding from Google, set it in the API key section. | |
| Addresses for geocoding can be specified in a list of strings "addresses". In this script, addresses | |
| come from a csv file with a column "Address". Adjust the code to your own requirements as needed. | |
| After every 500 successul geocode operations, a temporary file with results is recorded in case of | |
| script failure / loss of connection later. | |
| Addresses and data are held in memory, so this script may need to be adjusted to process files line |
