BeautifulSoup

Lesson in the Python for Data Analysis Roadmap · Stage 8: Reading Web Data

Last updated 14 September 2026

What is BeautifulSoup?

BeautifulSoup is a Python library for parsing HTML and XML documents. It provides methods for navigating the document tree, searching for elements by tag, class, or attribute, and extracting text and links. BeautifulSoup is used for web scraping when the target website does not provide an API.

Study this in the interactive course See the whole Python for Data Analysis roadmap

Free resources to learn BeautifulSoup

Official docsBeautiful Soup Documentation
ArticleBeautiful Soup: Build a Web Scraper With Python
VideoWeb Scraping with Python - Beautiful Soup Crash Course

BeautifulSoup: common questions

Can I learn BeautifulSoup in Hindi?

This lesson is written in English. Once you sign in, open it in the interactive course and ask the AI tutor to explain BeautifulSoup in Hindi or Hinglish. The tutor answers from this lesson’s own text, so it stays on the syllabus, and it runs on your own Google, OpenAI or Anthropic key.

Is this BeautifulSoup tutorial for beginners?

It is lesson 61 of 112 in the free Python for Data Analysis roadmap, in stage 8, Reading Web Data. If you are new to Python for Data Analysis, start from stage 1 and come back here in order; if you already know the earlier stages, this lesson stands on its own.