Web Scraping24 min read

HTML Parsing with BeautifulSoup

Learn how to parse HTML and extract data using BeautifulSoup with clear searching patterns and examples.

David Miller
December 21, 2025
0.0k0

After downloading HTML, you must parse it. BeautifulSoup helps you: - read HTML - navigate tags - extract text and attributes ## Install ```bash pip install beautifulsoup4 ``` ## Basic usage ```python from bs4 import BeautifulSoup html = "<h1>Title</h1><p>Text</p>" soup = BeautifulSoup(html, "html.parser") print(soup.h1.text) print(soup.p.text) ``` ## Parse real page ```python import requests from bs4 import BeautifulSoup res = requests.get("https://example.com") soup = BeautifulSoup(res.text, "html.parser") ``` ## Find elements ```python soup.find("h1") soup.find_all("p") soup.find("div", class_="news") ``` ## Extract attributes ```python link = soup.find("a") print(link["href"]) ``` ## Loop through items ```python for p in soup.find_all("p"): print(p.text) ``` ## Graph: parsing flow ```mermaid flowchart LR A[HTML Text] --> B[BeautifulSoup] B --> C[Search Tags] C --> D[Extract Data] ``` ## Remember - BeautifulSoup builds a tree from HTML - Use find / find_all - .text gets text - ["attr"] gets attribute

#Python#Beginner#BeautifulSoup