Python Geocoding Tutorial

Before we dive in to the tutorial ...

This is a tutorial for using the OpenCage Geocoding API in Python. You will need to sign up for an OpenCage API key.

Once you've done that we recommend you spend five minutes

• playing with the demo page, so that you see the actual response the API returns.

• browsing the API reference, so you understand the optional parameters, best practices, possible response codes, and the rate limiting on free trial accounts.

Ok, ready?

Install the OpenCage Python module

Compatible with Python version 2, 3 and pypy.

pip install opencage

Geocode coordinate

from opencage.geocoder import OpenCageGeocode
from pprint import pprint

key = 'YOUR-API-KEY'
geocoder = OpenCageGeocode(key)

results = geocoder.reverse_geocode(44.8303087, -0.5761911)
pprint(results)
# [{'components': {'city': 'Bordeaux',
#                  'country': 'France',
#                  'country_code': 'fr',
#                  'county': 'Bordeaux',
#                  'house_number': '11',
#                  'political_union': 'European Union',
#                  'postcode': '33800',
#                  'road': 'Rue Sauteyron',
#                  'state': 'New Aquitaine',
#                  'suburb': 'Bordeaux Sud'},
#   'formatted': '11 Rue Sauteyron, 33800 Bordeaux, France',
#   'geometry': {'lat': 44.8303087, 'lng': -0.5761911}}]

Set output language, error handling

from opencage.geocoder import OpenCageGeocode
from opencage.geocoder import InvalidInputError, RateLimitExceededError, UnknownError

key = 'YOUR-API-KEY'
geocoder = OpenCageGeocode(key)

try:
  results = geocoder.reverse_geocode(44.8303087, -0.5761911, language='de', no_annotations='1')
  if results and len(results):
    print(results[0]['formatted'])
    # 11 Rue Sauteyron, 33800 Bordeaux, Frankreich
except RateLimitExceededError as ex:
  print(ex)
  # Your rate limit has expired. It will reset to 2500 on 2018-10-08T00:00:00
  # Upgrade on https://opencagedata.com/pricing

Lookup coordinates from postal address

from opencage.geocoder import OpenCageGeocode

key = 'YOUR-API-KEY'
geocoder = OpenCageGeocode(key)

query = u'Bosutska ulica 10, Trnje, Zagreb, Croatia'
results = geocoder.geocode(query)

print(u'%f;%f;%s;%s' % (results[0]['geometry']['lat'], 
                        results[0]['geometry']['lng'],
                        results[0]['components']['country_code'],
                        results[0]['annotations']['timezone']['name']))
# 45.797095;15.982453;hr;Europe/Belgrade

Batch geocode a file

Create a file containing addresses

Madrid,Spain
Milan,Italy
Berlin,Germany

import sys
from opencage.geocoder import OpenCageGeocode

key = 'YOUR-API-KEY'
geocoder = OpenCageGeocode(key)
addressfile = 'addresses.txt'

try: 
  with open(addressfile,'r') as f:
    for line in f:
      address = line.strip()
      results = geocoder.geocode(address, no_annotations='1')

      if results and len(results):
        longitude = results[0]['geometry']['lng']
        latitude  = results[0]['geometry']['lat']
        print(u'%f;%f;%s' % (latitude, longitude, address))
        # 40.416705;-3.703582;Madrid,Spain
        # 45.466797;9.190498;Milan,Italy
        # 52.517037;13.388860;Berlin,Germany
      else:
        sys.stderr.write("not found: %s\n" % address)
except IOError:
  print('Error: File %s does not appear to exist.' % addressfile)
except RateLimitExceededError as ex:
  print(ex)
  # Your rate limit has expired. It will reset to 2500 at midnight UTC timezone
  # Upgrade on https://opencagedata.com/pricing

Jupyter Notebook

There is also a Jupyter Notebook geocoding tutorial, if you prefer to do your python in Jupyter.

Alternative Python modules

You can also access the OpenCage geocoder via Denis Carriere's geocoder library.

Here is a code sample showing how to query our API using python geocoder.