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Web scraping is the process of extracting data from websites. Python is a popular choice for web scraping due to its simplicity and the availability of powerful libraries. Here’s a step-by-step guide on how to perform web scraping in Python using the requests and BeautifulSoup libraries.
Step 1: Install Required Libraries
First, you need to install the necessary libraries. You can do this using pip:
pip install requestspip install beautifulsoup4Step 2: Send an HTTP Request
Use the requests library to send an HTTP request to the website you want to scrape. This will fetch the HTML content of the page.
import requestsurl = "https://example.com"response = requests.get(url)html_content = response.contentStep 3: Parse HTML Content
Next, use BeautifulSoup to parse the HTML content. This will allow you to navigate and search the HTML tree.
from bs4 import BeautifulSoupsoup = BeautifulSoup(html_content, 'html.parser')Step 4: Extract Data
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