Unfortunately, the days of reliable non-JavaScript capable scraping are over.
Fortunately there are plenty of tools to handle this, and at a hobby level not particularly resource intensive. Something like this is simple and reliable in many cases: https://github.com/berstend/puppeteer-extra/tree/master/pack...