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Getting data out of specific sites.

What a source actually returns, what breaks when you scrape it, and which ready-made scraper does the job.

  1. Pull LinkedIn job postings into a spreadsheet, on a schedule How to collect LinkedIn job listings for a role and location, export them as CSV, and re-run the whole thing nightly without maintaining a scraper yourself.
  2. Track Zillow rental prices for a market over time Turn a Zillow rentals search URL into a dated table of listings and prices, then re-run it weekly to see how a specific market actually moves.
  3. Get a YouTube transcript from a video URL Pull the transcript of any public YouTube video as plain text or SRT with one call, including how to pick a language and batch a whole list of videos.