Is there a way to extract data from a public LinkedIn profile? Yes, LinkedIn public data can be scraped. But it is extremely difficult to Extract Data on a large scale because LinkedIn has a powerful anti-scrap system. There are approximately 290 million public person profiles and 9 million company profiles on LinkedIn. Several months ago we did some tutorials on how to extract data from LinkedIn. We have noticed some LinkedIn scraping queries from our users. So, I tried to answer these queries in this article. As we all know, LinkedIn is an invaluable platform having over 3 million companies that have created a business page there, not to mention individual profile pages. We live in the age of social media and we benefit from the information on LinkedIn, especially for startups and new jobholders. Can I Scrape LinkedIn? Since the LinkedIn User Agreement says that a LinkedIn user cannot Scrape or copy other people's profiles and information using manual or automated tools, t