After learning the basics of scraping with requests and BeautifulSoup, have you ever felt frustrated when trying to tackle a real website, only to find that you couldn't retrieve the data as expected?

Web scraping used to be a technology exclusively for engineers, involving writing BeautifulSoup in Python or controlling browsers with Selenium. However, the situation is different today. Web scraping ...

This project demonstrates end-to-end data science skills through the automated collection and analysis of Champions League historical data from Wikipedia. The pipeline scrapes detailed information ...

[2025] Fast automated Google Maps scraper with stealth mode and interactive CLI. Extracts all reviews, ratings, profile pictures, reviews images, and owner responses using Puppeteer. Features smart ...