A LinkedIn Data Scraper refers to a tool that is engineered to mine data from public LinkedIn profiles and groups. Data extracted may include email, phone numbers, business/username, connections data, etc. A Web Scraper provides you data in ready to use formats like CSV, Excel, or text files.