Best Tools and Methods to Scrape LinkedIn Data: What Works in 2023?

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Hey! I’ve been scraping LinkedIn for a research project, and it’s been a wild ride. I use ParseHub, and it’s been pretty reliable. It’s not the fastest, but it gets the job done.

For avoiding blocks, I’ve found that using a VPN helps. I use NordVPN, and it’s been solid so far.

As for legality, it’s tricky. If you’re scraping public profiles and not selling the data, you’re probably okay. But don’t quote me on that!

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