This article explains how to get data from LinkedIn users and company profiles by using LinkedIn scraping tools without any coding skills. Here I have listed the two best LinkedIn scraping tools that you can use to extract data from LinkedIn to Excel files. What Is A LinkedIn Scraping Tool? A LinkedIn Scraping Tool is a desktop application to find and extract emails, phone numbers, and other contact details from almost all categories and industries from LinkedIn. How Does A LinkedIn Scraping Too Work? Obviously, the first step is to actually download & install the LinkedIn Scraping tool on your Laptop/PC. These LinkedIn Email finder tools take keywords from you, extract all the contact details from LinkedIn for your given keywords and provide data in an Excel or Text file on your computer. If you want to scrape data from LinkedIn in bulk, then you can use the LinkedIn Lead Generation tools that I have mentioned below. If you want to scrape data from LinkedIn then you have to search