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I made a Spotify downloader using ytdlp with Graphical User Interface. It is buggy but I am happy that I was able to complete it. You can check out the program on my Github Repo and a binary release is also available. It stops responding when I click download and only gets stable after the download is complete, I think it's because of not implementing multi-threading.
Instead of scraping Spotify and YouTube consider using my library’s to download (which itself makes use of YouTube-dlp) https://github.com/sathyabhat/spotify-dl