Is scraping legal? Understanding the rules and risks of web scraping or Is scraping legal? A deep div

From my experience, the question "is scraping legal" boils down to intent. If you’re scraping for research or public data, you’re usually fine.

But if you’re ripping off content or bypassing paywalls, that’s a lawsuit waiting to happen.

P.S. BeautifulSoup + requests is my go-to combo for lightweight scraping.