Wow, thanks everyone for the insights! I didn’t realize pandas was such a game-changer for scraping workflows. I’ll definitely give it a try alongside numpy for the numerical stuff.
Also, Scrapy and OpenRefine sound super useful—I’ll check those out too.
One quick follow-up: if I’m scraping data that’s a mix of text and numbers, would you recommend using pandas for everything, or should I still use numpy for the numerical parts?
Thanks again, you guys are awesome!
Also, Scrapy and OpenRefine sound super useful—I’ll check those out too.
One quick follow-up: if I’m scraping data that’s a mix of text and numbers, would you recommend using pandas for everything, or should I still use numpy for the numerical parts?
Thanks again, you guys are awesome!