Web Scraping

Most data on the internet has no public API. Web scraping is the technique of extracting that data programmatically — loading pages, parsing HTML, and navigating dynamic JavaScript-rendered content. BeautifulSoup handles static pages. Playwright and Selenium handle the dynamic ones.

Beginner

BeautifulSoup

Parse and extract data from HTML and XML. The simplest and most readable scraping library in Python.

Intermediate

Playwright

Browser automation for JavaScript-heavy sites. Control Chromium, Firefox, and WebKit programmatically.

Intermediate

Selenium

The original browser automation tool. Web scraping, UI testing, and automating any browser interaction.

Advanced

Scrapy

The industrial-grade Python web scraping framework. Spiders, pipelines, middlewares, and distributed crawling.

Advanced

Anti-Scraping Bypass

CAPTCHAs, rate limits, JavaScript challenges, and the techniques for scraping sites that try to block you.