What is and how to get LinkedIn data? Definition, Sources & Datasets to buy

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Eugenio Caterino
Editor & Data Industry Expert

What is LinkedIn Data?

LinkedIn data refers to the masses of professional information and user-generated content available on and collected from the social media platform, LinkedIn. This includes publicly available information such as user profiles, job postings, company information, industry trends, employee skills, and LinkedIn connections. It’s used for various purposes, including recruitment, networking, market research, and sales prospecting. In this page, you’ll find the best data sources for LinkedIn data, including options to download a LinkedIn database instantly, buy LinkedIn data, and access custom LinkedIn datasets or profile databases from quality providers.

Best LinkedIn Datasets & APIs

Promoted

MixRank - Global Professionals Dataset | 750M+ Records | 150M+ Updates/Month | Hourly Delivery via CSV/JSON/PostgreSQL Database Delivery

by MixRank
Available for 248 countries
750M Records
36 months of historical data
99.5% Match rate to all public records
Starts at
$18,000$16,200 / month
10% Datarade discount
Promoted
5.0(4)
Starts at
$5,000 / purchase
Free sample preview
50% revenue share
5.0(3)
Starts at
$200 / 10000 Contacts
Free sample preview
5.0(2)
Available Pricing:
One-off purchase
Monthly License
Yearly License
Free sample preview
15% Datarade discount
5.0(1)
Pricing available upon request
Free sample preview
5.0(2)
Available Pricing:
One-off purchase
Monthly License
Yearly License
Usage-based
Free sample preview
4.3(1)

Thomson Data | LinkedIn Data - Global LinkedIn Dataset: 154 Million+ LinkedIn Profile Data - Updated every 30 days

Available for 138 countries
154 Million Profile Data
12 months of historical data
90% Delivery rate
Available Pricing:
One-off purchase
Monthly License
Yearly License
Usage-based
Free sample preview
Available Pricing:
One-off purchase
Monthly License
Yearly License
Usage-based
Free sample preview
4.9(3)
Starts at
$0.01$0.01 / Cost Per lead
Free sample preview
10% Datarade discount
5.0(4)

Success.ai | LinkedIn Company Data – Access 70M Companies & 700M Profiles at Unbeatable Prices

Available for 241 countries
700M LinkedIn Professional Profiles
99% Accuracy
Starts at
$0.05 / 100 leads
Free sample preview
50% revenue share

Monetize data on Datarade Marketplace

List your data on our global B2B marketplace to reach 100k monthly buyers

Top LinkedIn Data Providers

Datarade considers factors such as data accuracy, data coverage, data freshness, data privacy compliance, data enrichment capabilities, and data provider reputation when recommending LinkedIn data providers.

LinkedIn Data Use Cases

How is LinkedIn Data collected?

LinkedIn Data is collected through a variety of sources and methods, including:

  • User Profiles: LinkedIn users create profiles that contain information about their education, work experience, skills, and interests. This data is voluntarily provided by the user and can be used to build a comprehensive view of their professional identity. Usually, data providers use web scraping technology to crawl LinkedIn profiles at scale.
  • Job Postings: Companies post job openings on LinkedIn, which include information about the position, requirements, and qualifications. This data can be used to crawl the web and identify companies that are hiring and the skills and experience they are looking for.
  • Company Pages: Companies have LinkedIn pages that provide information about their business, products, and services. This data can be used to identify companies that are relevant to your business and industry. Again, this information is usually web scraped.
  • User Activity: LinkedIn users engage with content on the platform, including posts, articles, and comments. This data can be used to understand user behavior and preferences.
  • Third-Party Data Providers: In addition to data collected directly from LinkedIn, there are third-party data providers that specialize in LinkedIn Data. These providers may collect and aggregate data from multiple sources, including LinkedIn itself, as well as other online and offline sources used for data verification and enrichment.

What are the use cases for LinkedIn Data?

LinkedIn Data can be used for a variety of purposes, including:

  • Talent Acquisition: Recruiters can use LinkedIn Data to identify potential candidates for job openings and build a talent pipeline.
  • Sales and Marketing: Companies can use LinkedIn Data to identify and target potential customers, build brand awareness, and generate leads.
  • Industry Insights: Researchers and analysts can use LinkedIn Data to gain insights into industry trends, consumer behavior, and market dynamics.

What should companies consider when buying LinkedIn Data from an external provider?

When buying LinkedIn Data from an external provider, companies should consider the following factors:

  • Data Quality: Ensure that the data is accurate, up-to-date, and relevant to your business needs.
  • Data Usage: Understand the terms of use for the data, including any restrictions on how it can be used and shared.
  • Compliance: Ensure that the data provider is compliant with applicable data privacy regulations, such as GDPR and CCPA.
  • Cost: Consider the cost of the data and whether it is worth the investment for your business.

How can companies assess the quality of LinkedIn Data?

Assessing the quality of LinkedIn Data is an important step in purchasing data from an external provider. Here are some factors to consider when evaluating the quality of LinkedIn Data:

  • Accuracy: The data should be accurate and up-to-date, with minimal errors or duplicates. Look for data providers that use a variety of sources to verify and update their data regularly.
  • Relevance: The data should be relevant to your business needs and targeted to your specific audience. Look for data providers that offer customizable data fields and filtering options.
  • Completeness: The data should be comprehensive and contain all relevant information for the intended use case. Look for data providers that offer a high volume of data and include multiple data points per record.
  • Timeliness: The data should be timely and reflect current market and industry trends. Look for data providers that offer real-time data feeds or regularly update their data.
  • Compliance: The data should be compliant with applicable data privacy regulations, such as GDPR and CCPA. Look for data providers that have transparent data privacy policies and adhere to industry best practices.

To assess the quality of LinkedIn Data, companies can request sample data sets from potential data providers and evaluate the data against these criteria. Companies can also read customer reviews and ratings of data providers and ask for references from existing customers to gauge the quality of their data and services. Ultimately, working with a reputable data provider that prioritizes data quality and customer satisfaction is key to ensuring the success of your data-driven initiatives.

Can companies use LinkedIn Data for lead generation?

Yes, companies can use LinkedIn Data for lead generation. LinkedIn provides a range of tools and features for lead generation, including Sales Navigator and LinkedIn Ads. In addition, third-party data providers can offer targeted lists of potential leads based on specific criteria, such as job title, industry, and location.

Can companies use LinkedIn Data for job candidate screening?

Yes, companies can use LinkedIn Data for job candidate screening. LinkedIn provides a range of tools and features for talent acquisition, including LinkedIn Recruiter and LinkedIn Jobs. In addition, third-party data providers can offer targeted lists of potential candidates based on specific criteria, such as skills, experience, and education. However, it’s important to ensure that the use of LinkedIn Data for candidate screening is compliant with applicable employment laws and regulations.

How can companies buy LinkedIn Data from an external data provider?

There are several ways companies can buy LinkedIn Data from an external data provider. One option is to purchase data directly from LinkedIn’s Sales Solutions division, which offers a range of products and services for sales and marketing professionals. Another option is to work with a third-party data provider that specializes in LinkedIn Data, such as Coresignal and Bright Data.

How is LinkedIn Data priced?

In general, LinkedIn Data is priced on a per-record basis, with prices ranging from a few cents per record to several dollars per record. Some data providers may also offer subscription plans that provide access to a certain volume of data over a set period of time, such as a month or a year. Before purchasing LinkedIn Data, it’s important to understand the pricing structure and ensure that it aligns with your business needs and budget.

Frequently Asked Questions

What are the sources of LinkedIn Data ?

Data on LinkedIn is collected from various sources and methods, including scraping user profiles, job postings, tracking user activity, and from third-party data providers. Third-party data providers may collect and aggregate data from multiple sources, including LinkedIn and other online and offline sources.

What are the use cases for LinkedIn Data?

LinkedIn Data can be used for a variety of purposes, including talent acquisition, sales and marketing and gathering industry insights.

What to consider when buying LinkedIn Data?

When buying LinkedIn Data from an external provider, companies should consider Data Quality, suitability for intended use case, compliance with privacy regulations like GDPR and CCPA, and cost: what’s the ROI of the data for your business?

How can companies assess the quality of LinkedIn Data?

Assessing the quality of LinkedIn Data is an important step in purchasing data from an external provider. Factors to consider when evaluating the quality of LinkedIn Data include data accuracy, relevance to your business needs, completeness, timeliness, and compliance.

Can companies use LinkedIn Data for lead generation?

Yes, companies can use LinkedIn Data for lead generation. LinkedIn provides a range of tools and features for lead generation, including Sales Navigator and LinkedIn Ads. In addition, third-party data providers can offer targeted lists of potential leads based on specific criteria, such as job title, industry, and location.

Can companies use LinkedIn Data for job candidate screening?

Yes, companies can use LinkedIn Data for job candidate screening. LinkedIn provides a range of tools and features for talent acquisition, including LinkedIn Recruiter and LinkedIn Jobs. In addition, third-party data providers can offer targeted lists of potential candidates based on specific criteria, such as skills, experience, and education. However, it’s important to ensure that the use of LinkedIn Data for candidate screening is compliant with applicable employment laws and regulations.

How can companies buy LinkedIn Data from an external data provider?

There are several ways companies can buy LinkedIn Data from an external data provider. One option is to purchase data directly from LinkedIn’s Sales Solutions division, which offers a range of products and services for sales and marketing professionals. Another option is to work with a third-party data provider that specializes in LinkedIn Data, such as Coresignal and Bright Data.

How is LinkedIn Data priced?

In general, LinkedIn Data is priced on a per-record basis, with prices ranging from a few cents per record to several dollars per record. Some data providers may also offer subscription plans that provide access to a certain volume of data over a set period of time, such as a month or a year. Before purchasing LinkedIn Data, it’s important to understand the pricing structure and ensure that it aligns with your business needs and budget.

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