I'm a beginner at Python and I've been working to geocode a database using Pandas and Geocoder on Jupyter.
Since the df is a little long (around 3000 rows), I'd like to use Google's Geocoding API.
I've already created a free key, but I have no idea what I'm supposed to do with it. Help?
By the way, my code looks like this:
import geocoder
import pandas as pd
geo = geocoder
df=pd.read_excel('hsp2.xlsx')
df['Coordinates']=df['Address'].apply(geo.google).apply(lambda x: x.latlng if x != None else None)
df.to_csv('output.csv', sep='|', encoding='iso8859_15')
You need to set the environment variable before you import geocoder
:
import os
os.environ["GOOGLE_API_KEY"] = "api_key_from_google_cloud_platform"
import geocoder
geo = geocoder.google(address)
latlong = geo.latlng
Note:
As Murmel mentioned in the comments, environment variables containing keys (and in general) should not be set inside of your code.
If you are deploying this somewhere then set up enviroment variables in your configuration file. Or even better, as a secret in something like Kubernetes.
Else set the environment variable in bash with
export GOOGLE_API_KEY=api_key_from_google_cloud_platform