tutorial

Build a searchable dataset from the Python docs module index using Python and BeautifulSoup.

Extract headings and table-of-contents structure from MDN docs pages with Python and BeautifulSoup.

Fetch PyPI project pages and extract package metadata like version, description, and classifiers with Python and BeautifulSoup.

Scrape npm package pages to extract version, description, and package metadata with Python and BeautifulSoup.

A practical GitHub Trending scraper: fetch the Trending page, extract repo names + language + stars, and export a clean dataset.

Scrape a GitHub Releases page, extract versions and release notes, and store structured data so you can alert on changes.

A production-grade, sitemap-first WordPress scraper in Python (no guessed selectors): crawl sitemaps, fetch posts, extract clean text + metadata, and export to CSV/JSON.

A practical Stack Overflow scraper that collects questions from a tag page (e.g. web-scraping), follows pagination, extracts key fields, and exports to CSV/JSON.

A production-grade Hacker News scraper: parse the real HTML, crawl multiple pages, extract stories and comment threads, and export clean JSON. Includes terminal-style runs and selector rationale.