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Web scraping is a powerful technique for extracting data from websites. In this guide, we'll explore how to scrape Google search results using Python, BeautifulSoup, and other tools.
Setting Up the Environment
Before diving into the code, ensure you have Python installed on your system. Additionally, you'll need to install a few libraries:
Requests: To make HTTP requests in Python.
BeautifulSoup: For parsing HTML and extracting the data.
You can install these libraries using pip:
pip install requests beautifulsoup4Code Example
Here is a step-by-step guide to scrape Google search results:
Importing Libraries:
import requestsfrom bs4 import BeautifulSoupMaking the Request and Parsing the HTML:
query = "Python programming"url = f"https://www.google.com/{query}"response = requests.get(url)soup = BeautifulSoup(response.text, 'html.parser')Extracting Google Links:
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