Don't hard-code your URL - slice it up into parameters accepted by a function
Omit the friendly baby-kid-stuff. There is a corresponding product category code, baa, that is more important to the requests and less redundant.
Pass a parse_only strainer to BeautifulSoup.
Move your code out of the global namespace.
Why are you using Pandas? Currently it seems to ...