LinkedIn Datasets have grown in value for professionals and companies in many fields. Utilizing these databases can benefit talent acquisition methods, market research, and competitive analysis.

This post will cover all sorts of LinkedIn datasets, their uses, and the best providers. With this all-encompassing overview of the current state of affairs, we hope you will be better able to choose the LinkedIn dataset provider that best suits your specific needs.

What is a LinkedIn Dataset?

LinkedIn data is the vast amount of user-generated material and professional profiles that are accessible on and retrieved from the LinkedIn social media network. This includes data that is accessible to the public, such as user profiles, job advertisements, business details, industry tendencies, staff abilities, and LinkedIn contacts. Sales prospecting, market research, networking, and recruitment are just a few of the many uses for this tool.

A collection of structured data procured from the LinkedIn platform is referred to as a LinkedIn dataset.

Use Cases of the LinkedIn Dataset

Generating leads: LinkedIn is the biggest professional network in the world, with over 67 million organizations and over 1 billion individuals in over 200 countries and territories. With the help of LinkedIn datasets, salespeople may find suitable prospects and develop personalized outreach plans. By looking into a prospect’s hobbies, relationships, and career history, they can craft tailored outreach messages. Salespeople can also use LinkedIn data to find out about upcoming conferences and events, which is a great way to meet new people and find prospects.

Finding and Recruiting top talent: To find the best candidates more quickly, recruiters might use LinkedIn datasets. These datasets contain a wealth of information about professionals, including their education, job history, and abilities. Employer branding campaigns, talent acquisition methods, and focused applicant searches can all benefit from this data.

Market research and analysis of competitors: You could find LinkedIn datasets helpful for analyzing the market and your competitors. Accessible professional data on LinkedIn can help organizations uncover industry trends, such as popular job titles, in-demand skills, and new technology. Look for possible business associates or acquisition prospects by comparing your company’s results to those of similar businesses in your industry and size bracket.

Top 5 Best LinkedIn Dataset Providers

There are a lot of data providers out there, so picking one that works for you could be challenging. Let’s take a look at 5 different LinkedIn dataset providers and break down what they offer so you can choose the one that’s right for you.

1) Bright Data

Bright Data LinkedIn Datasets provide a complete picture of all public LinkedIn data listings for business choices, including jobs, profiles, and companies. There are more than 583 million records and you can also download sample Linkedin data for free.

LinkedIn datasets provide a complete perspective of businesses, people, and job ads (including name, title, skills, title, dedication, experience, etc). This data can improve investment signaling, talent sourcing, and lead creation. The dataset comprises all major data.

Bright Data unblocking and 24/7 IP rotation secure website data access; their rigorous data validation process checks every step of data acquisition.

2) Kaggle

With an abundance of highly diverse datasets that nearly encompass every topic under the sun, Kaggle not only hosts numerous competitions that help AI and machine learning professionals from around the world with varying levels of experience gain practical experience, but it also helps solve urgent problems through user contributions.

LinkedIn datasets are not directly provided by the site; instead, it allows dataset publishers to provide their collected data in an open, readable way. Verify the data source to make sure it complies with LinkedIn’s terms of service before using any dataset from Kaggle.

Kaggle offers a variety of datasets, including text, audio, and image formats, making it an excellent platform for locating the finest datasets for building machine learning models.

3) Data.world

Data.world is a very intuitive platform for individuals who are well-versed in database concepts and SQL. Data professionals, researchers, and organizations can access LinkedIn-related datasets published on the site.

Several third-party visualization tools are incorporated within a public data portal and immediately interface with the datasets being queried. Before we implemented data, our organization lacked a centralized data repository and a dependable method of sharing and compiling data.

4) Datarade

You get access to a variety of data sets, and the many data classifications make navigating a breeze. We also have excellent support staff, a user-friendly interface, and a simple UX. Well-organized data guarantees efficiency and top performance.

With Datarade, you may discover the perfect LinkedIn datasets. Users get access to hundreds of databases and datasets to explore. Take a look at free data samples.

If you are a business owner seeking ideas for your startup or expansion, Datarade is the way to go. It gives you the right data to create procedures that closely match your company’s demands.

5) Coresignal

As a provider of millions of regularly updated data records, Coresignal offers businesses new web data on organizations, professionals, and tech products.

Coresignal allows data-driven choices with a constantly updated LinkedIn database and a free data sample. Make better use of your talent intelligence by utilizing up-to-date LinkedIn data, which can be accessed whenever needed.

Companies, jobs, and members are the three main categories of this professional network’s massive database, which is administered by Coresignal.

How to access LinkedIn datasets?

Web Scraping: Using web scraping techniques, data that is publicly available on LinkedIn can be accessed and extracted. This approach to collecting LinkedIn data has the potential to work for extensive LinkedIn data gathering initiatives.

Data Enrichment Services: Combine LinkedIn and other data to get a fuller picture of each customer or prospect. These services can help marketing and sales organizations better target prospects.

Data enrichment services only improve certain data points. Hence, they may only provide industry-level data. If you require more detailed insights that link LinkedIn data with other sources, a third-party data supplier can help.

LinkedIn API: Developers can access and get data from LinkedIn through a number of APIs. Among LinkedIn’s application programming interfaces (APIs) is the LinkedIn Profile API, which provides access to a variety of business details such as firm description, industry, and headcount.

Through the LinkedIn Company API, you can access publicly available LinkedIn profile data, including users’ names, headlines, profile pictures, and locations.

Third-Party Data Providers: Data providers on LinkedIn are businesses or websites that make LinkedIn datasets available to users via APIs, web scraping tools, or third-party databases. Certain companies offer customized LinkedIn datasets for certain industries or use cases.

FAQs

What is the difference between Scraping LinkedIn data vs. using LinkedIn datasets?

Using a web scraping API and a LinkedIn scraper or one of several pre-built datasets, you can access public LinkedIn data. Both using LinkedIn datasets and scraping LinkedIn data have their benefits and drawbacks; whatever one you choose should be based on your needs and budget.

However, adopting a pre-built dataset can save time and effort. If you use a dataset from a trustworthy data supplier, you might not have to worry about any ethical or legal issues. On the other hand, it could be not easy to customize pre-built datasets to meet unique needs. It is critical to choose a data supplier that gives consumers the option to customize the data according to their requirements.

What information does the LinkedIn dataset contain?

The LinkedIn dataset contains several data points tailored to your requirements. These include ID, nation, industry, size, number of followers, website, subsidiaries, posts, affiliate businesses, name, title, position, current company, avatar, experience, education, location, and more.

What is the file format of the LinkedIn dataset?

There are NDJSON, JSON, Parquet, CSV, and JSON Lines dataset formats. Compressing files to .gz format is an optional feature.

Conclusion

LinkedIn datasets can be used for competitive analysis, business expansion tracking, and identifying key players. They can measure corporate growth and industry trends to make data-driven decisions. LinkedIn databases help recruiters locate suitable candidates and build a talent pipeline. Businesses can improve analytics, sales intelligence, and lead generation by integrating LinkedIn statistics with their CRM.

LinkedIn datasets are accessible through the third-party data providers, businesses, or platforms listed above that provide web scraping tools, APIs, or third-party datasets. Some companies concentrate on providing customized LinkedIn datasets for certain use cases or sectors.