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To try everything Brilliant has to offer—free—for a full 30 days, visit https://brilliant.org/JohnWatsonRooney/ . You’ll also get 20% off an annual premium subscription. This video was sponsored by Brilliant A look into how to clean up scraped product data using Pythons Polars package. Join the Discord to discuss all things Python and Web with our growing community! / discord If you are new, welcome! I am John, a self taught Python developer working in the web and data space. I specialize in data extraction and JSON web API's both server and client. If you like programming and web content as much as I do, you can subscribe for weekly content. :: Links :: My Patrons Really keep the channel alive, and get extra content / johnwatsonrooney (NEW free tier) Recommender Scraper API https://www.scrapingbee.com?fpr=jhnwr I Host almost all my stuff on Digital Ocean https://m.do.co/c/c7c90f161ff6 I rundown of the gear I use to create videos https://www.amazon.co.uk/shop/johnwat... Proxies I recommend https://nodemaven.com/?a_aid=JohnWats... :: Disclaimer :: Some/all of the links above are affiliate links. By clicking on these links I receive a small commission should you chose to purchase any services or items.