How to Scrape And Collect Data From LinkedIn [2022]

LinkedIn is a powerful tool for networking and discovering new business opportunities.

However, this network is diluted since many users create links to individuals they barely know, and occasionally, individuals they have never met.

We all know that LinkedIn has millions of active users worldwide. Imagine having to look across each LinkedIn member’s profile one by one to engage them.

Good thing that you are permitted to scrape information from several accounts at once.

To help you automate this data pre-processing, you will also learn How to Scrape And Collect Data From LinkedIn

Article Road Map

What is Data Scraping?

Web scraping is another name for data Scraping. The act of extracting all pertinent information and data from a website is known as data scraping. Businesses typically use the strategy to study their rivals and arrive at wiser choices.

Data extraction has several applications besides decision-making, such as lead creation, market research, and price comparisons. 

The visual data gathered from the internet is then kept locally on the user’s computer or in a cloud database.

We can acquire data for testing or training thanks to web scraping. Web scraping can be used to get data from numerous websites when it is not easily accessible.

Below you’ll find some common uses of data scraping.

  • To provide price comparisons, keep an eye on competitor sellers’ prices, etc., one can copy product information from retailers, manufacturers, and e-commerce websites.
  • Scraping Information about the property and the agent from real estate websites.
  • To collect the contact information for companies and people found on yellow pages websites.
  • For the purpose of tracking online reputation, scrape users’ profiles from social networks like Facebook, LinkedIn, etc.
  • It’s used for building a directory of health professionals, complete with contact information, by scraping hospital and clinic websites.
  • To scrape information on product and location/hotel/restaurant reviews.
  • To get information on poets and authors, trawl forums and online communities.
  • To feature on your website, recycled articles from other article/PR websites.


How To Scrape And Collect Data On LinkedIn

It will take time to manually copy and paste thousands of firm details from millions of LinkedIn users, and I’m sure you don’t want to waste time. 

A LinkedIn data extractor is a more effective approach. This allows you to gather information about businesses, people, and products in a certain area across several nations.

LinkedIn Profile Extractor can automatically identify and extract information from business and user profiles on LinkedIn from many industries.

Scraping LinkedIn profiles is incredibly helpful, particularly for branding, hiring, freelancing, and marketing.

A basic LinkedIn profile URL, username, or company name will be accepted as input by a powerful scraper, which will then return all the data from the LinkedIn profile that is accessible.

These tools enable the export of contact details in CSV or Excel file format from LinkedIn profile pages. Including user/company name, personnel, email address, phone number, work history, and more all in a spreadsheet that is available for download.

A LinkedIn profile scraper will often assist in gathering information from LinkedIn profiles for use in marketing efforts, including phone numbers, email addresses, and other contact information that is useful for marketing and recruiting.

With the click of a mouse, all of this is completed automatically. It implies that finding, copying, pasting, exporting, and organizing data are not necessary. You can easily start the extraction process by typing in your keywords.

Steps to scrap Or Collect Data On LinkedIn

  • Install “LinkedIn Company Extractor” after downloading it.
  • Search for keywords, zip codes, and profile URLs.
  • Hit the Run LinkedIn Extractor button.
  • Choose the LinkedIn company profile from which you wish to collect data.
  • On the LinkedIn scraper, select the Search button in the top left corner.
  • Finally, the software will pull contact information from LinkedIn, including phone numbers, emails, and addresses, for businesses.

The interface of the LinkedIn Scraping Software is simple and straightforward. This scraper is simple to use even for non-technical users.


From this article, we’ve seen how to scrape and collect data from LinkedIn.

LinkedIn is a great resource for data collection and scraping. By using the proper tools and strategies, you can extract valuable information from the site. 

So, use LinkedIn as a tool to improve your business and make connections with the right people.

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