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    Beautiful Soup is a Python library used for web scraping purposes to pull data out of HTML and XML files. It provides Pythonic idioms for iterating, searching, and modifying the parse tree, making it easier to navigate and extract data from web pages.

    Installation

    To use Beautiful Soup, you need to install it along with the requests library, which is used to fetch the HTML content from web pages. You can install these libraries using pip:

    pip install beautifulsoup4
    pip install requests

    Basic Usage

    Here is a basic example of how to use Beautiful Soup to scrape data from a web page:

    1. Fetch the HTML content: import requests from bs4 import BeautifulSoup URL = "https://example.com" response = requests.get(URL) html_content = response.content

    2. Parse the HTML content: soup = BeautifulSoup(html_content, 'html.parser')

    3. Extract specific elements: titles = soup.find_all('h1') for title in titles: print(title.text)

    Example: Scraping Job Listings

    Let's consider an example where we scrape job listings from a website:

    1. Fetch the HTML content: import requests from bs4 import BeautifulSoup URL = "https://realpython.github.io/fake-jobs/" response = requests.get(URL) html_content = response.content

    2. Parse the HTML content: soup = BeautifulSoup(html_content, 'html.parser')

    3. Find job postings: job_elements = soup.find_all('div', class_='card-content')

    4. Extract job details: for job_element in job_elements: title_element = job_element.find('h2', class_='title') company_element = job_element.find('h3', class_='company') location_element = job_element.find('p', class_='location') print(title_element.text.strip()) print(company_element.text.strip()) print(location_element.text.strip()) print()

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    Includes AI-generated content
    Source Domain logoGitHub
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    Beautiful Soup: Build a Web Scraper With Python
    Real Python
    What is web scraping with Beautiful Soup?
    Watch it together with the written tutorial to deepen your understanding: Web Scraping With Beautiful Soup and Python Beautiful Soup is a Python library designed for parsing HTML and XML documents. It creates parse trees that make it straightforward to extract data from HTML documents you’ve scraped from the internet.
    realpython.com

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