Subject: Best tools/methods for scraping Forbes Global 2000 2024?
Hey everyone,
I'm trying to get my hands on the Forbes Global 2000 2024 list for a project. Anyone know the best tools or methods for scraping Forbes Global 2000 2024 without hitting a wall?
Tried BeautifulSoup + requests, but Forbes seems to have some anti-scraping measures.
Is there a legit API or a workaround that won’t get me blocked? Or maybe a dataset that’s already out there?
Also, how do you handle the legal side of scraping Forbes Global 2000 2024? Don’t wanna step on any toes.
Thanks in advance! Any tips or past experiences would be super helpful.
Cheers!
For scraping Forbes Global 2000 2024, you might wanna check out Scrapy with rotating proxies. Forbes is pretty aggressive with blocks, so you’ll need to slow down requests and maybe use residential proxies like Luminati or Smartproxy.
Also, have you looked at Kaggle or Data.world? Sometimes people upload datasets like this. Saves you the hassle of scraping Forbes Global 2000 2024 yourself.
Legal side? Eh, just don’t hammer their servers and you’re probably fine. But IANAL.
Hey! I had the same issue last month. Forbes uses Cloudflare, so tools like Selenium or Playwright might work better than requests.
For a pre-scraped dataset, try Apollo.io or Crunchbase—they sometimes have similar lists. Not exactly Forbes Global 2000 2024, but close enough for most projects.
Legal stuff is murky, but if you’re not reselling the data, you’re *probably* okay.
Honestly, scraping Forbes Global 2000 2024 is a pain. Their anti-bot measures are no joke.
I’d recommend using a headless browser like Puppeteer with stealth plugins to avoid detection. Or just pay for a premium dataset—worth it if you’re short on time.
Check out Diffbot’s API too. It’s pricey but handles the hard parts for you.
Why scrape when you can find it elsewhere? Try the SEC filings or Bloomberg Terminal if you have access.
If you’re set on scraping Forbes Global 2000 2024, use a delay between requests (like 10-15s) and rotate user agents. Otherwise, you’ll get banned fast.
Legal-wise, Forbes’ ToS prohibits scraping, so tread carefully.
Thanks for all the suggestions! I tried Scrapy with proxies, and it’s working *kinda*, but still getting blocked occasionally.
Didn’t know about Diffbot’s API—gonna check that out. Also, good call on Kaggle. Found a 2023 list, but close enough for now.
Anyone know if Forbes has an official API? Or is that wishful thinking?
Cheers!
Forbes Global 2000 2024 scraping is tricky, but not impossible. Try using Bright Data’s collector—it’s built for sites like Forbes.
Also, check GitHub. Some folks share scrapers for similar lists. Might save you time.
Re: legal, just don’t be greedy with the data. Small-scale scraping usually flies under the radar.
Man, I feel your pain. Forbes is a nightmare to scrape.
Try SerpAPI if you’re okay with a roundabout method—it pulls data from search results. Not perfect, but better than nothing.
Or just email Forbes and ask nicely? Sometimes they’ll share the list if it’s for research.
