Scrape Google Reviews and Ratings using Python

In this article, we are going to see how to scrape google reviews and ratings using Python.

Modules needed:

• Beautiful Soup: The mechanism involved in scraping here is parsing the DOM,  i.e. from HTML and XML files, the data is extracted

# Installing with pip
pip install beautifulsoup4

# Installing with conda
conda install -c anaconda beautifulsoup4

• Scrapy: An open-source package and it is meant to scrape larger datasets and as open-source, it is also effectively used.
• Selenium: Usually, to automate testing, Selenium is used. We can do this for scraping also as the browser automation here helps with interacting javascript involved with clicks, scrolls, movement of data between multiple frames, etc.,

# Installing with pip
pip install selenium

# Installing with conda
conda install -c conda-forge selenium 

Chrome driver manager:

# Below installations are needed as browsers
# are getting changed with different versions
pip install webdriver
pip install webdriver-manager

Initialization of Web driver:

Output:

[WDM] - ====== WebDriver manager ======

[WDM] - Current google-chrome version is 99.0.4844

[WDM] - Get LATEST driver version for 99.0.4844

[WDM] - Driver [C:\Users\ksaty\.wdm\drivers\chromedriver\win32\99.0.4844.51\chromedriver.exe] found in cache

Let us try to locate "Rashtrapati Bhavan" and then do the further proceedings, Sometimes it will ask permission to access the page if it is done for the first time, If there is a kind of permission issue seen, just agree to it and move further.

Output:

https://www.google.com/maps/place/Rashtrapati+Bhavan/@28.6143478,77.1972413,17z/data=!3m1!4b1!4m5!3m4!1s0x390ce2a99b6f9fa7:0x83a25e55f0af1c82!8m2!3d28.6143478!4d77.19943

Scrape Google Reviews and Ratings

Here we will try to fetch three entities from google Maps, like Books shop, Food,  and Temples for this we will make specific conditions and merge them with the location.

Output: