Data Dictionary

Linkedin Profiles Dataset
Data Dictionary

Every field, its real fill rate, data types, example values and country-level coverage — computed directly from the live dataset. 784.9M+ records.

Request a free sample Jump to fields

Dataset at a glance

Total records784.9M+

Fields documented37

Countries covered197

Avg fill (core)49.6^%

Last updatedNov 2026

Fill rates

Coverage across core fields.

Fill rate = the share of records where the field holds a real (non-empty, non-placeholder) value. Measured at record level across the full collection.

100.0^%

linkedin_url

100.0^%

timestamp

96.0^%

country

96.0^%

location

96.0^%

first_name

92.0^%

last_name

64.2^%

experience

61.2^%

state

Field dictionary

Every field. Fully documented.

Search by field name. Fill rates are computed live from the dataset collection.

Showing all 29 fields

Field name	Type	Description	Example	Fill rate
linkedin_url	string	—	https://www.linkedin.com/in/daniel-meadows-44346b92	100.0%
timestamp	date	—	2025-12-24T01:13:18Z	100.0%
country	string	ISO country name.	Luxembourg	96.0%
location	string	Location can be region, city or state.	Lille, Hauts-de-France, France	96.0%
first_name	string	First Name	Susanne	96.0%
last_name	string	Last Name	Kers	92.0%
experience	array	List of work experience including job title, company, company information, time period, and summary.	—	64.2%
state	string	—	Lombardy	61.2%
seniority_level	string	—	Founder	58.8%
city	string	—	Berlin	53.5%
expertise	text	List of skills of the person.	None	37.5%
education	array	List of educational degrees for profile.	—	35.8%
title	string	General job title.	Teamleider Verpakken	19.2%
functional_area	string	—	C-level/Leadership	15.6%
languages	array	Reported languages for profile.	Englisch	9.7%
certifications	array	List of certifications for profile.	—	8.6%
awards	array	List of awards for profile.	{"title": "AIA Architecture Indiana Finalist", "issuer": "American Institute of Architects", "description": "", "date":	2.4%
publications	array	List of publications for profile.	—	1.4%
patents	array	—	—	0.1%
current_industry	string	Industry, inferred from the person's current company.	—	0.0%
departments	array	—	Other	0.0%
linkedin_id	string	—	—	0.0%
memberships	array	List of memberships for profile.	—	0.0%
personal_email	array	Person primary personal email.	—	0.0%
phone_numbers	array	Person phone number.	{"raw_number": "+1 703-602-1717", "sanitized_number": "17036021717"}	0.0%
prior_industries	array	—	—	0.0%
profile_picture	string	Link to profile picture on our S3.	—	0.0%
seniority	string	—	Founder	0.0%
summary	string	Summary from LinkedIn (about section).	—	0.0%

Fields showing 0% are present in the schema but not currently populated for this collection.

Sample records

Real records from the live dataset.

Real records with identity fields redacted. Request a sample to validate against your use case.

Country coverage

Top countries by record count.

Record counts and per-field fill rates across the largest countries in this dataset.

Country	Records	location fill	first_name fill	last_name fill	experience fill
1United States	184,344,060	100.0%	100.0%	99.4%	70.4%
2India	89,548,564	100.0%	100.0%	98.4%	61.0%
3Brazil	49,189,487	100.0%	100.0%	99.4%	69.0%
4United Kingdom	32,394,734	100.0%	100.0%	99.4%	69.7%
5China	27,646,561	100.0%	100.0%	20.9%	70.6%
6France	25,157,325	100.0%	100.0%	99.1%	67.4%
7Canada	20,764,071	100.0%	100.0%	99.3%	68.6%
8Italy	15,676,069	100.0%	100.0%	99.7%	64.6%
9Indonesia	15,534,578	100.0%	100.0%	98.5%	65.6%
10Mexico	15,494,013	100.0%	100.0%	99.5%	63.9%
11Spain	14,612,786	100.0%	100.0%	99.4%	66.6%
12Germany	13,478,269	100.0%	100.0%	99.5%	68.2%
13Australia	12,735,926	100.0%	100.0%	99.0%	69.7%
14Turkey	10,967,507	100.0%	100.0%	99.5%	63.6%
15Netherlands	9,816,589	100.0%	100.0%	99.4%	69.0%
16Colombia	9,341,737	100.0%	100.0%	99.7%	62.8%
17Argentina	9,071,972	100.0%	100.0%	99.7%	61.2%
18South Africa	8,864,378	100.0%	100.0%	99.1%	69.3%
19Philippines	8,284,248	100.0%	100.0%	99.0%	66.0%
20Pakistan	6,485,782	100.0%	99.9%	98.7%	64.9%

Ready to see real data?

Request a free sample and we'll send a representative extract from Linkedin Profiles Dataset within one business day.

Request a free sample → Talk to our data team

Linkedin Profiles Dataset
Data Dictionary

Ready to see real data?

Full JSON Preview

Contact Us

Social

Linkedin Profiles DatasetData Dictionary

Ready to see real data?

Linkedin Profiles Dataset
Data Dictionary