Web scraping is the most preferred data extraction method nowadays. Although there are many ways to obtain data, web scraping is the most preferred method among these ways. There are many reasons for this. One of the main reasons is that the cost of web scraping is quite low and saves time.
The limitations of web scraping and data acquisition methods continue to disappear day by day. Today, websites that are very difficult to scrape such as Google Search, YouTube, and Yandex are easily scraped.
here are many ways to scrape Google Search in particular. In this article, we will talk about 3 methods that can be applied to obtain data from Google Search. So let’s get started.
Table of Contents
Scraping Google Search Results with Zenserp
Zenserp provides the easiest way to scrape Google Search Results on the web. First, let’s go to Zenserp’s website.
Let’s choose one of Zenserp’s many flexible and affordable packages, including free packages, by clicking the ‘Free Plan’ button on this screen and registering.
Then we will write the target words we want to search from the Playground screen in the ‘Search Query’ field.
As you can see in the picture, Zenserp successfully scraped the Google Search Result in seconds and returned it in JSON format.
Scraping Google Results with Python
Another method of scraping Google Search Results is to scrape by writing web scraping codes with python programming language. This method is somewhat cumbersome. In addition, it is necessary to configure many issues such as the risk of blocking during the scraping process.
Before moving on to the code side, we need to download the libraries that we will use in the code. For this, we will run the following commands in order.
pip install bs4pip install requestsNext, let’s open a python file and paste the python code that will do the web scraping.
import requests
import bs4
target_url = 'https://google.com/search?q=pokemon'
web_results= requests.get( target_url )
soup = bs4.BeautifulSoup(web_results.text,
"html.parser")
targeted_heading = soup.find_all( 'h3' )
for head_info in targeted_heading:
print(head_info .getText())Best Way to Scrape Google Search Results: API
The most effortless method of web scraping is to use a web scraping API. One of the most important reasons for choosing the web scraping API is to easily create automated processes. For example, in an e-commerce application, you want to follow the prices of the products you sell at different vendors. For this, you can easily integrate the web scraping API into an application you will create, and you can get the price information of the products you target from target websites in 2-3 seconds.
Among the web scraping APIs, the most popular today is the Zenserp API. Zenserp API scrapes data from websites like Google, YouTube, and Yandex in just seconds. This is the main reason why it is preferred by thousands of developers and businesses.
It is quite easy to scrape Google Search Results with the Zenserp API. It is enough to register with Zenserp API and obtain an API key, and then send an HTTP GET request to the API below with the API key you have obtained.
https://app.zenserp.com/playground/search?q=SpongeBob&apikey=70*****ce
The data in JSON format obtained as a result of the request is as follows.
{
“query”: {
“q”: “SpongeBob”,
“apikey”: “700cebf0-cbf4-11ec-babe-231cd33159ce”,
“url”: “https:\/\/www.google.com\/search?q=SpongeBob&oq=SpongeBob&hl=en&gl=us&sourceid=chrome&ie=UTF-8”
},
“knowledge_graph”: [
{
“characters”: ” Gary Tom Kenny “,
“media_actions_wholepage”: ” Watch now Subscription Watched Already watched Want to watch “,
“action:watch_tv_from_program”: “HuluPremium subscriptionWatchYouTube TVPremium subscriptionWatchThe Roku ChannelPremium subscriptionWatchAll watch optionsShow lessAll watch optionsShow less”,
“reviews”: “8.2\/10 \u00b7 IMDbSpongeBob SquarePants scored 8.2 out of 10 on IMDb.”,
“thumbs_up”: “88% liked this TV showGoogle users Liked Disliked “,
“description”: “DescriptionA square yellow sponge named SpongeBob SquarePants lives in a pineapple with his pet snail, Gary, in the city of Bikini Bottom on the floor of the Pacific Ocean. He works as a fry cook at the Krusty Krab. During his time off, SpongeBob has a knack for attracting trouble with his starfish best friend, Patrick. Arrogant octopus Squidward Tentacles, SpongeBob’s neighbor, dislikes SpongeBob because of his childlike behavior.\u2026\u00a0MORE”,
“network”: “Nickelodeon”,
“writers”: “Stephen Hillenburg, Mr. Lawrence, Paul Tibbitt, MORE”,
“language”: “English, Irish”,
“theme_song”: “SpongeBob SquarePants”,
“first_episode”: “May 1, 1999”,
“episode-guide_season_list”: ” “,
“cast”: ” Carolyn Lawrence Sandy Cheeks “,
“user_reviews”: ” Audience rating summary 5 4 3 2 1 4.7 5056 ratings Audience reviews Why it rocks: It’s one of the most popular and iconic cartoons on television. Very talented voice actors, such as Tom Kenny. Special mention to when he does amazing impressions of characters in \”Mimic Madness\”. Good songs, such as \”Sweet Victory\” from Band Geeks. …More audience reviews (4257)”
}
],
“organic”: [
{
“position”: 1,
“videos”: [
{
“title”: “”,
“url”: “#fpstate=ive&vld=cid:8011690d,vid:oxrN-oyUCvs”,
“thumbnail”: “data:image\/gif;base64,R0lGODlhAQABAIAAAP\/\/\/\/\/\/\/yH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==”,
“parsed”: {
“source”: null,
“date”: null,
“channel”: null
}
},
{
“title”: “Every Goo Lagoon Moment EVER! \ud83c\udfd6\ufe0f | 30 Minute …”,
“url”: “https:\/\/www.youtube.com\/watch?v=oxrN-oyUCvs”,
“thumbnail”: null,
“parsed”: {
“source”: “YouTube”,
“date”: “Jun 24, 2022”,
“channel”: “SpongeBob SquarePants Official”
}
},
{
“title”: “”,
“url”: “#fpstate=ive&vld=cid:94fc2b32,vid:aIcueXgaQjY”,
“thumbnail”: “data:image\/gif;base64,R0lGODlhAQABAIAAAP\/\/\/\/\/\/\/yH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==”,
“parsed”: {
“source”: null,
“date”: null,
“channel”: null
}
},
{
“title”: “SpongeBob & Patrick’s Worst Moments! | SpongeBob”,
“url”: “https:\/\/www.youtube.com\/watch?v=aIcueXgaQjY”,
“thumbnail”: null,
“parsed”: {
“source”: “YouTube”,
“date”: “Jul 24, 2022”,
“channel”: “SpongeBob SquarePants Official”
}
},
{
“title”: “”,
“url”: “#fpstate=ive&vld=cid:5be92934,vid:0cv0cKftmjY”,
“thumbnail”: “data:image\/gif;base64,R0lGODlhAQABAIAAAP\/\/\/\/\/\/\/yH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==”,
“parsed”: {
“source”: null,
“date”: null,
“channel”: null
}
},
{
“title”: “MY LEG! Timeline 20 Years of Fred the Fish | SpongeBob”,
“url”: “https:\/\/www.youtube.com\/watch?v=0cv0cKftmjY”,
“thumbnail”: null,
“parsed”: {
“source”: “YouTube”,
“date”: “1 day ago”,
“channel”: “SpongeBob SquarePants Official”
}
}
]
},
[…]
],
“related_searches”: [
],
“number_of_results”: 166000000,
“pagination”: {
“current_page”: null,
“next_page”: null,
“previous_page”: null,
“pages”: [
]
},
“html”: “nohtmlsupported”
}
Conclusion
Scrape Google Search Results can become necessary for many reasons. In this case, we have mentioned in this article 3 simple methods that you can scrape. If you want to automatically obtain data from Google Search Results, don’t forget to explore the Zenserp API.
