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Is there a LinkedIn scraping API that doesn't need partner access?
Yes. Social Fetch is a LinkedIn scraping API: its routes read public profile, company, job, and post pages over REST. You authenticate with a Social Fetch API key, not an approved LinkedIn Marketing Developer Platform application or member OAuth consent, and we run and maintain the scrapers.
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This answer comes from LinkedIn data API, which covers the full detail, endpoints and pricing in credits.