improve it? it takes 31:31.66elapsed 8%CPU for 1k rss input
159.03user 1.36system 31:31.66elapsed 8%CPU (0avgtext+0avgdata 470792maxresident)k
0inputs+16outputs (0major+167074minor)pagefaults 0swaps
Write one in puppeteer or playwright. It can directly communicate with DOM hence scrapping would be much efficient.
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