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Google Maps Scraping In Pure Python
Scraping Google Maps requires good knowledge of coding, browser emulation, proxies, and a reCAPTCHA solver. Additionally, you should also be ready to deal with changes that Google might make to its dynamic content.
First of all, you will need to mimic the real user’s behavior by using browser emulation. Using Selen or other browser emulators might be a good solution.
Secondly, if you want to keep your office/home IP safe, you will need to use proxies. So you can request websites from other people’s IPs.
Even with that set of tools, once you have some good usage, Google might show you reCAPTCHA and bind it to some of your IPs. If you do not want to change IPs every time you see a reCAPTCHA, you can add a reCAPTCHA solver.
Additionally, be prepared for situations when Google might change its content. You can do it by running daily tests.
Although it might take some time to implement the scraper, it can be built and maintained. Check out this step-by-step tutorial on how to scrape Google Maps using Python and Selenium to learn more: How to Scrape Google Maps with Python and Selenium.
Google Maps Scraping With Outscraper Python Package
A more simple and reliable way of scraping Google Maps will be using the Outscraper python library. It provides convenient access to the Outscraper API from applications written in the Python language, which allows you to use Outscraper’s services from your code.
You can start by installing the package and creating an account at Auskratzer.
Einrichtung
Install the Outscraper SDK by running the following command (Python 3+ is required):
pip install outscraper
Initialisierung
Initialisieren Sie den Outscraper-Client, indem Sie die Klasse importieren und Ihren geheimen API-Schlüssel hinzufügen. Sie können den API-Schlüssel generieren unter die Profilseite.
from outscraper import ApiClient
client = ApiClient(api_key='SECRET_API_KEY')
Beispiele für die Verwendung
Im Folgenden finden Sie Beispiele dafür, wie Sie mithilfe von Suchanfragen Orte aus Google Maps abrufen können:
# Search for businesses in specific locations:
results = client.google_maps_search_v2(['restaurants brooklyn usa'], limit=20, language='en', region='us')
# Scrap Places by Two Queries
results = client.google_maps_search_v2(
['restaurants brooklyn usa', 'bars brooklyn usa'],
limit=50, # limit of palces per each query
language='en',
region='US',
)
# Iterate over the results
for query_places in results:
for place in query_places:
print('query:', place['query'])
print('name:', place['name'])
print('phone:', place['phone'])
print('website:', place['site'])
Es ist auch möglich, die Daten mit Hilfe der Ortskennung zu extrahieren:
# Get data of the specific place by id
results = client.google_maps_search_v2(['ChIJrc9T9fpYwokRdvjYRHT8nI4'], language='en')
# Scrap Places by Place Ids
results = client.google_maps_search_v2(
["ChIJ8ccnM7dbwokRy-pTMsdgvS4", "ChIJN5X_gWdZwokRck9rk2guJ1M", "ChIJxWLy8DlawokR1jvfXUPSTUE"],
limit=1, # limit of palces per each query
)
# Iterate over the results
for query_places in results:
for place in query_places:
print('name:', place['name'])
print('place_id:', place['place_id'])
Try Outscraper SDK Now
The Outscraper SDK is available for you to easily do Google Maps Scraping with Python. You can try it right now with a Free Tier.
You can scrape Google Map results by using Outscraper SDK. Specify search queries, language, and other parameters, and send your request.
pip install outscraper
from Auskratzer import ApiClient client = ApiClient(api_key='SECRET_API_KEY')
# Search for businesses in specific locations: results = client.google_maps_search('restaurants brooklyn usa', limit=20, language='en') # Get data of the specific place by id results = client.google_maps_search('ChIJrc9T9fpYwokRdvjYRHT8nI4', language='en') # Search with many queries (batching) results = client.google_maps_search([ 'restaurants brooklyn usa', 'bars brooklyn usa', ], language='en')
Scraping Google Maps requires good knowledge of coding, browser emulation, proxies, and reCAPTCHA solver. Additionally, you should also be ready to deal with changes that Google might make to its dynamic content.
Google Maps disallow scraping. Although, scraping and extracting public data is protected by the First Amendment of the United States Constitution.
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