Data Overview

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Our datasets offers comprehensive global coverage of professionals and companies. It includes detailed records across multiple geographies, industries, and job levels.

High-level statistics:

• Profiles: ~610M million individual profiles

• Companies: ~65M million company records

• Geographies covered: 200+ countries & territories

• Industries represented: 50+ industries (IT, Finance, Healthcare, Manufacturing, etc.)

Data Fields

Category	Data Type	Description
Person Profile	Identity	Full name, social profile URL, and headline — core identifiers of the professional
	Current Position	Job title, company name, domain, and industry of the current role
	Career History	Past roles and companies, with dates when available
	Education	Schools, degrees, fields of study, and graduation years
	Skills & Languages	List of declared skills and languages when available
	Network & Activity	Connection count ranges, recent activity signals (posts, likes, comments)
	Media	Profile picture URL if public
Company Profile	Company Identity	Company name, LinkedIn URL, domain, and industry classification
	Size & Structure	Company size ranges, number of employees on LinkedIn, headquarters location
	Background	Founding year and company specialties
	Workforce Signals	Employees present on LinkedIn, hiring activity, job postings
	Technology & Tools	Technologies used (when detectable)

Data Freshness

We ensure our database remains up-to-date and reliable.

• Daily updates: 5 to 20 millions of profiles and companies updated

• Change tracking: We monitor career moves, job changes, and company updates in real time

One of the key advantages of our database is that it is continuously refreshed thanks to our live API infrastructure. Unlike static databases that rely on monthly or quarterly updates, our system processes millions of real-time requests every day.

This means that whenever a profile or company detail changes — for example a new job title, a company switch, or a fresh job posting — our system is designed to capture and reflect those changes immediately.

Because of this constant stream of updates, the majority of our database is fully refreshed every month, ensuring that our clients always work with up-to-date and reliable information.

In short, our live update pipeline transforms our database into a living ecosystem, always aligned with the latest professional movements and company dynamics.

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Data Completeness

Not all fields are filled for every profile — but we track coverage to maintain transparency. Here’s an example (to be completed with your real stats):

Field	Coverage Rate	Notes
Full Name	100%	Always available
Social Profile URL	100%	Always available
Professional Experience	75%	Some profiles may not specify
Current Company	65%	Some freelancers/consultants not linked
Education	30%	Not all users fill education
Skills	9%	Optional field
Email / Phone (if any)	10%	Limited availability, not always public