Use Cases
A Dataset of
472,880,151 Public LinkedIn* Profiles
Enhance your business with LinkDB’s LinkedIn database to build a comprehensive lead list, identify promising talents, discover investment gems, and more.
[
{"public_identifier": "timferriss", "first_name": "Tim", ..}
{"public_identifier": "williamhgates", "first_name": "Bill", ..}
{"public_identifier": "ejbfriedman", "first_name": "Elizabeth", ..}
{"public_identifier": "jeremiah-driansky-18911724", "first_name": " ..}
{"public_identifier": "sodiq-ayilara-md-76b25b156", "first_name": " ..}
]
*Disclaimer: LinkedIn is a registered trademark of LinkedIn LLC. Proxycurl or LinkDB is not affiliated with, endorsed by, or sponsored by LinkedIn LLC.
Country | People Profile |
---|---|
United States | 264+M |
India | 24+M |
United Kingdom | 20+M |
Brazil | 17+M |
Canada | 13+M |
France | 11+M |
Germany | 9.3+M |
Australia | 8.3+M |
Mexico | 6+M |
Italy | 5.3+M |
Spain | 5.2+M |
Indonesia | 4.4+M |
Netherlands | 4.2+M |
China | 3.8+M |
South Africa | 3.3+M |
Country | Company Profile |
---|---|
United States | 5.7+M |
United Kingdom | 1.9+M |
France | 1+M |
Germany | 998+K |
India | 837+K |
Brazil | 506+K |
Australia | 435+K |
Spain | 432+K |
Canada | 398+K |
Netherlands | 397+K |
Italy | 304+K |
Belgium | 244+K |
South Africa | 146+K |
China | 133+K |
Turkey | 106+K |
You’ll get 40+ data points like this for every profile in your LinkDB LinkedIn Dataset.
Download More Sample Data
{
"public_identifier": "aaron-burtz",
"profile_pic_url": "https://media-exp1.licdn.com/dms/image/C4E03AQHBltu3k5VxLg/profile-displayphoto-shrink_200_200/0/1586819692055?e=1652918400&v=beta&t=p60gZ_mySrXKoONMX5EaenSRQOc3ZguultE966U9dHk",
"background_cover_image_url": "https://static-exp1.licdn.com/sc/h/5q92mjc5c51bjlwaj3rs9aa82",
"first_name": "Aaron",
"last_name": "Burtz",
"full_name": "Aaron Burtz",
"occupation": "Tech Arch Delivery Senior Analyst at Accenture",
"headline": "Consulting Development Senior Analyst at Accenture",
"summary": null,
"country": "US",
"country_full_name": "United States of America",
"city": "Denver",
"state": "Colorado",
"experiences": [
{
"starts_at": {
"day": 1,
"month": 12,
"year": 2021
},
"ends_at": null,
"company": "Accenture",
"company_linkedin_profile_url": "https://www.linkedin.com/company/accenture",
"title": "Tech Arch Delivery Senior Analyst",
"description": null,
"location": "Denver, Colorado, United States",
"logo_url": "https://media-exp1.licdn.com/dms/image/C4E0BAQHjvfNL_2AXIw/company-logo_100_100/0/1628018657141?e=1655942400&v=beta&t=X1Na4U8_Mqq9Vclubz2t-Wi5aomAsz_saSSRlpDjupU"
},
{
"starts_at": {
"day": 1,
"month": 10,
"year": 2020
},
"ends_at": {
"day": 31,
"month": 12,
"year": 2021
},
"company": "Accenture",
"company_linkedin_profile_url": "https://www.linkedin.com/company/accenture",
"title": "Workday Software Engineer Analyst",
"description": null,
"location": "Atlanta, Georgia, United States",
"logo_url": "https://media-exp1.licdn.com/dms/image/C4E0BAQHjvfNL_2AXIw/company-logo_100_100/0/1628018657141?e=1655942400&v=beta&t=X1Na4U8_Mqq9Vclubz2t-Wi5aomAsz_saSSRlpDjupU"
},
{
"starts_at": {
"day": 1,
"month": 5,
"year": 2020
},
"ends_at": {
"day": 31,
"month": 10,
"year": 2020
},
"company": "ReINVENTory",
"company_linkedin_profile_url": null,
"title": "Co-Founder",
"description": null,
"location": "Atlanta, Georgia, United States",
"logo_url": null
},
{
"starts_at": {
"day": 1,
"month": 8,
"year": 2015
},
"ends_at": {
"day": 31,
"month": 5,
"year": 2020
},
"company": "Georgia Institute of Technology",
"company_linkedin_profile_url": "https://www.linkedin.com/company/georgia-institute-of-technology",
"title": "Building Supervisor",
"description": null,
"location": "Atlanta, Georgia",
"logo_url": "https://media-exp1.licdn.com/dms/image/C4E0BAQFuhLQoh5_7yA/company-logo_100_100/0/1640110531895?e=1655942400&v=beta&t=t6hv3VkTbxBHi3miWHi47DnWfnM2XkyFZLiRy8WZdnI"
},
{
"starts_at": {
"day": 1,
"month": 8,
"year": 2015
},
"ends_at": {
"day": 31,
"month": 5,
"year": 2020
},
"company": "Georgia Institute of Technology",
"company_linkedin_profile_url": "https://www.linkedin.com/company/georgia-institute-of-technology",
"title": "Student",
"description": null,
"location": null,
"logo_url": "https://media-exp1.licdn.com/dms/image/C4E0BAQFuhLQoh5_7yA/company-logo_100_100/0/1640110531895?e=1655942400&v=beta&t=t6hv3VkTbxBHi3miWHi47DnWfnM2XkyFZLiRy8WZdnI"
},
{
"starts_at": {
"day": 1,
"month": 4,
"year": 2018
},
"ends_at": {
"day": 30,
"month": 6,
"year": 2019
},
"company": "Campus Recreation Center",
"company_linkedin_profile_url": null,
"title": "Facility Manager",
"description": "",
"location": "Greater Atlanta Area",
"logo_url": null
}
],
"education": [
{
"starts_at": {
"day": 1,
"month": 1,
"year": 2015
},
"ends_at": {
"day": 31,
"month": 12,
"year": 2020
},
"field_of_study": "Mechanical Engineering with a Minor in Chemistry",
"degree_name": "Bachelor\u2019s Degree",
"school": "Georgia Institute of Technology",
"school_linkedin_profile_url": "https://www.linkedin.com/school/georgia-institute-of-technology/",
"description": null,
"logo_url": "https://media-exp1.licdn.com/dms/image/C4E0BAQFuhLQoh5_7yA/company-logo_100_100/0/1640110531895?e=1655942400&v=beta&t=t6hv3VkTbxBHi3miWHi47DnWfnM2XkyFZLiRy8WZdnI"
}
],
"languages": [],
"accomplishment_organisations": [],
"accomplishment_publications": [],
"accomplishment_honors_awards": [],
"accomplishment_patents": [],
"accomplishment_courses": [],
"accomplishment_projects": [],
"accomplishment_test_scores": [],
"volunteer_work": [],
"certifications": [],
"connections": 500,
"people_also_viewed": [
{
"link": "https://www.linkedin.com/in/alexpate",
"name": "Alex Pate",
"summary": "Software Engineer at BlueChip Financial",
"location": "Atlanta, GA"
},
{
"link": "https://www.linkedin.com/in/joseph-chalmers-melton-22887779",
"name": "Joseph Chalmers Melton",
"summary": "Software Engineer II at BlueChip Financial",
"location": "Atlanta Metropolitan Area"
},
{
"link": "https://www.linkedin.com/in/tyra-owens-18535b156",
"name": "Tyra Owens",
"summary": "Software Engineer at Boeing",
"location": "St Louis, MO"
},
{
"link": "https://www.linkedin.com/in/timothybess",
"name": "Timothy Bess",
"summary": "Software Architect at BlueChip Financial",
"location": "Atlanta, GA"
},
{
"link": "https://www.linkedin.com/in/patricia-ray",
"name": "Patricia Ray",
"summary": "Security Software Engineer at Cisco",
"location": "Raleigh, NC"
},
{
"link": "https://www.linkedin.com/in/bobbyhinsdale",
"name": "Bobby Hinsdale",
"summary": "Sales Engineer at Onspring",
"location": "Atlanta, GA"
},
{
"link": "https://www.linkedin.com/in/weimzhu",
"name": "Weiming Zhu",
"summary": "Software Development Engineer at Amazon Web Services (AWS)",
"location": "College Park, MD"
},
{
"link": "https://www.linkedin.com/in/neelnavo-kar",
"name": "Neelnavo Kar",
"summary": "Software Development Engineer II - AWS Lambda",
"location": "Seattle, WA"
},
{
"link": "https://www.linkedin.com/in/hassen-hussen-453178106",
"name": "Hassen Hussen",
"summary": "Passionate about people, cybersecurity, cloud computing, and new technologies",
"location": "Atlanta, GA"
},
{
"link": "https://www.linkedin.com/in/liz-wiggins",
"name": "Liz Wiggins",
"summary": "Machine Learning Engineer at Spotify",
"location": "Brooklyn, NY"
},
{
"link": "https://www.linkedin.com/in/dmarriner",
"name": "Dylan Marriner",
"summary": "Principal Engineer working on AWS Lambda",
"location": "United States"
},
{
"link": "https://www.linkedin.com/in/wqfan",
"name": "Qingfan Wu",
"summary": "Software Engineer @ Stripe",
"location": "Greater Seattle Area"
},
{
"link": "https://www.linkedin.com/in/slevine111",
"name": "Seth Levine",
"summary": "Software Engineer at Amazon Web Services (AWS)",
"location": "Atlanta, GA"
},
{
"link": "https://www.linkedin.com/in/anindyabd",
"name": "Anindya Guha",
"summary": "Software Engineer at Meta",
"location": "Greater Seattle Area"
},
{
"link": "https://www.linkedin.com/in/william-gaul-5078b179",
"name": "William Gaul",
"summary": "Senior SDE, AWS",
"location": "Seattle, WA"
},
{
"link": "https://www.linkedin.com/in/parmararun",
"name": "Arun Parmar",
"summary": "Lead Software Engineer at Salesforce",
"location": "Greater Seattle Area"
},
{
"link": "https://www.linkedin.com/in/petercasanova",
"name": "Peter Casanova",
"summary": "Sr Staff Software Engineer at Jvion",
"location": "Lilburn, GA"
},
{
"link": "https://www.linkedin.com/in/nicholas-benoit",
"name": "Nick Benoit",
"summary": "Full Stack Engineer at Priority Technology Holdings, Inc.",
"location": "Atlanta Metropolitan Area"
},
{
"link": "https://www.linkedin.com/in/sofia-villegas",
"name": "Sofia Villegas",
"summary": "Industrial and Systems Engineering Student at Georgia Institute of Technology",
"location": "Atlanta, GA"
},
{
"link": "https://www.linkedin.com/in/aliyah-smith",
"name": "Aliyah Smith",
"summary": "Product Management Trainee at The Responsive Auto Insurance Company | Entrepreneur | Design Thinking",
"location": "New York City Metropolitan Area"
}
],
"recommendations": [],
"activities": [
{
"title": "Since we don\u2019t have a LinkedIn office in Atlanta (yet), I decided to bring the office aesthetic into my home. The ball is in your court Ryan\u2026",
"link": "https://www.linkedin.com/signup/cold-join",
"activity_status": "Liked by Aaron Burtz"
},
{
"title": "Bert Reeves is not only a Georgia Tech graduate, he served as our mascot, Buzz. After getting elected to the state legislature, Reeves has returned\u2026",
"link": "https://www.linkedin.com/signup/cold-join",
"activity_status": "Liked by Aaron Burtz"
},
{
"title": "I'm proud to share that ActionIQ has been recognized as one of the best mid-sized companies in NYC after already being recognized at the\u2026",
"link": "https://www.linkedin.com/signup/cold-join",
"activity_status": "Liked by Aaron Burtz"
}
],
"similarly_named_profiles": [],
"articles": [],
"groups": [
{
"profile_pic_url": "https://media-exp1.licdn.com/dms/image/C4D07AQHnXTx0VguKAw/group-logo_image-shrink_92x92/0/1631003479762?e=1647694800&v=beta&t=5kdt6LS7ni_4Bv_y_F9gCX0a93eDRXBIrGrEUFfNj_Q",
"name": "Georgia Tech Cheer Alumni",
"url": "https://www.linkedin.com/groups/9032713"
},
{
"profile_pic_url": "https://media-exp1.licdn.com/dms/image/C4E07AQG1FNYncteKcA/group-logo_image-shrink_92x92/0/1630997190650?e=1647694800&v=beta&t=quXevTz24s-arKxo2Nj09cUrLMaygjA9nmAdKfrWoIE",
"name": "Pi Kappa Phi - Iota Chapter - Alumni Group",
"url": "https://www.linkedin.com/groups/12244374"
}
],
"skills": null,
"inferred_salary": null,
"github": null,
"facebook": null,
"gender": null,
"birth_date": null,
"industry": null,
"interests": null
}
LinkDB snapshots are provided in Parquet file format for seamless integration. Click the button below to see some sample Parquet files identical to the data we deliver.
Download Sample FileWe provide millions of up-to-date public profile data for our API users as a service. Our API users, as a collective, determine which profiles are of interest to update when they access our API to retrieve such profile data.
Understand LinkDB UpdatesLinkDB cannot be purchased for resale. At any given time, you should not disclose more than 33% of LinkDB data (including derivatives) to any customer or to the public. You may use LinkDB to enhance your applications provided no customer is exposed to more than 33% of the data you purchased from us.
Review Data Licensing AgreementLinkDB is often used alongside Proxycurl API. Use LinkDB to identify profiles of interest, then employ Proxycurl API to extract detailed and updated data of those profiles.
curl \
-G \
-H "Authorization: Bearer API_KEY_HERE" \
'https://nubela.co/proxycurl/api/linkedin/profile/resolve' \
--data-urlencode 'company_domain=gatesfoundation.org' \
--data-urlencode 'first_name=Bill' \
--data-urlencode 'similarity_checks=include' \
--data-urlencode 'enrich_profile=enrich' \
--data-urlencode 'location=Seattle' \
--data-urlencode 'title=Co-chair' \
--data-urlencode 'last_name=Gates'
{
"url":"https://www.linkedin.com/in/williamhgates",
"name_similarity_score":1.0,
"company_similarity_score":1.0,
"title_similarity_score":1.0,
"location_similarity_score":1.0,
"profile":{
"public_identifier":"williamhgates",
"profile_pic_url":"https://s3.us-west-000.backblazeb2.com/proxycurl/person/williamhgates/profile?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=0004d7f56a0400b0000000001%2F20240507%2Fus-west-000%2Fs3%2Faws4_request&X-Amz-Date=20240507T162744Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=host&X-Amz-Signature=61b45925e91dfebfe0987edcc6f920ba155eb27172c4aeb91ae5d0eb23c5c04f",
"background_cover_image_url":null,
"first_name":"Bill",
"last_name":"Gates",
"full_name":"Bill Gates",
"follower_count":35259376,
"occupation":"Co-chair at Bill & Melinda Gates Foundation",
"headline":"Co-chair, Bill & Melinda Gates Foundation",
"summary":"Co-chair of the Bill & Melinda Gates Foundation. Founder of Breakthrough Energy. Co-founder of Microsoft. Voracious reader. Avid traveler. Active blogger.",
"country":"US",
"country_full_name":"United States of America",
"city":"Seattle",
"state":"Washington",
"experiences":[
{
"starts_at":{
"day":1,
"month":1,
"year":2000
},
"ends_at":null,
"company":"Bill & Melinda Gates Foundation",
"company_linkedin_profile_url":"https://www.linkedin.com/company/bill-&-melinda-gates-foundation",
"company_facebook_profile_url":null,
"title":"Co-chair",
"description":null,
"location":null,
"logo_url":"https://media.licdn.com/dms/image/C4E0BAQE7Na_mKQhIJg/company-logo_400_400/0/1633731811337/bill__melinda_gates_foundation_logo?e=1723075200&v=beta&t=_-LnE04CkLdyw2VpvLfchmrXnjhetfMhU0Bd_LVfFHo"
},
{
"starts_at":{
"day":1,
"month":1,
"year":2015
},
"ends_at":null,
"company":"Breakthrough Energy",
"company_linkedin_profile_url":"https://www.linkedin.com/company/breakthrough-energy",
"company_facebook_profile_url":null,
"title":"Founder",
"description":null,
"location":null,
"logo_url":"https://media.licdn.com/dms/image/C4D0BAQGwD9vNu044FA/company-logo_400_400/0/1630531940051/breakthrough_energy_ventures_logo?e=1723075200&v=beta&t=peWrdABUByJRCFcmevVlpP3B1zTV4jmyocq-okSNC1E"
},
{
"starts_at":{
"day":1,
"month":1,
"year":1975
},
"ends_at":null,
"company":"Microsoft",
"company_linkedin_profile_url":"https://www.linkedin.com/company/microsoft",
"company_facebook_profile_url":null,
"title":"Co-founder",
"description":null,
"location":null,
"logo_url":"https://media.licdn.com/dms/image/C560BAQE88xCsONDULQ/company-logo_400_400/0/1630652622688/microsoft_logo?e=1723075200&v=beta&t=l8_ywexTapdsn4SwzPzH7MIW8NZainkYj3VZXGZEaeg"
}
],
"education":[
{
"starts_at":{
"day":1,
"month":1,
"year":1973
},
"ends_at":{
"day":31,
"month":12,
"year":1975
},
"field_of_study":null,
"degree_name":null,
"school":"Harvard University",
"school_linkedin_profile_url":"https://www.linkedin.com/company/1646/",
"school_facebook_profile_url":null,
"description":null,
"logo_url":"https://media.licdn.com/dms/image/C4E0BAQF5t62bcL0e9g/company-logo_400_400/0/1631318058235?e=1723075200&v=beta&t=r3YyIppOqHi94rc_AU8JcMJQuQDt7XJlX0rA1im9DJQ",
"grade":null,
"activities_and_societies":null
},
{
"starts_at":null,
"ends_at":null,
"field_of_study":null,
"degree_name":null,
"school":"Lakeside School",
"school_linkedin_profile_url":"https://www.linkedin.com/company/30288/",
"school_facebook_profile_url":null,
"description":null,
"logo_url":"https://media.licdn.com/dms/image/D560BAQGFmOQmzpxg9A/company-logo_400_400/0/1683732883164/lakeside_school_logo?e=1723075200&v=beta&t=bVsQWMFNGFXTAjXmRyCQOE6pqQYXSmsd8S4jUIxkbb0",
"grade":null,
"activities_and_societies":null
}
],
"languages":[
],
"accomplishment_organisations":[
],
"accomplishment_publications":[
],
"accomplishment_honors_awards":[
],
"accomplishment_patents":[
],
"accomplishment_courses":[
],
"accomplishment_projects":[
],
"accomplishment_test_scores":[
],
"volunteer_work":[
],
"certifications":[
],
"connections":9,
"people_also_viewed":[
{
"link":"https://www.linkedin.com/in/sethberkley?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAAABP0AMBxTT-IKvJJmR1hsrWl5SeJjUvi10",
"name":"Seth Berkley",
"summary":"Health Consultant",
"location":null
},
{
"link":"https://www.linkedin.com/in/jkevinscott?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAAACK3usBrG5QSCrPcFkuMIIzmWv0AsQyMFc",
"name":"Kevin Scott",
"summary":"CTO Microsoft, Author of \"Reprogramming the American Dream\"",
"location":null
},
{
"link":"https://www.linkedin.com/in/satyanadella?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAAAEkwwAB9KEc2TrQgOLEQ-vzRyZeCDyc6DQ",
"name":"Satya Nadella",
"summary":"Chairman and CEO at Microsoft",
"location":null
},
{
"link":"https://www.linkedin.com/in/rbranson?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAAAwp1RMBxG26M3Qkhm4klqLNr1bIplo6GhY",
"name":"Richard Branson",
"summary":"Founder at Virgin Group",
"location":null
},
{
"link":"https://www.linkedin.com/in/rishi-sunak?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAAC_m1aoBCuAl3tCOFJZho4TVOR6w9XqnbH4",
"name":"Rishi Sunak",
"summary":"Prime Minister of the United Kingdom. Leader of the Conservative Party. Member of Parliament for Richmond (Yorks).",
"location":null
}
],
"recommendations":[
],
"activities":[
],
"similarly_named_profiles":[
{
"name":"Bill Gates",
"link":"https://www.linkedin.com/in/bill-gates-610",
"summary":"Looking for connections within the IT field.",
"location":"Whitehall, PA"
},
{
"name":"Bill Gates",
"link":"https://www.linkedin.com/in/bill-gates-50939b1a1",
"summary":"Janitor at Bill Gates Associates",
"location":"Tompkins County, NY"
},
{
"name":"Bill Gates",
"link":"https://www.linkedin.com/in/bill-gates-b3320919",
"summary":"GATES Solid Gold Investments ,Inc LLC",
"location":"Santa Rosa, CA"
},
{
"name":"Bill Gates",
"link":"https://www.linkedin.com/in/bill-gates-03935451",
"summary":"President & CEO at Bedford Materials, AIM Global Logistics",
"location":"Boca Raton, FL"
}
],
"articles":[
],
"groups":[
],
"skills":[
],
"inferred_salary":null,
"gender":null,
"birth_date":null,
"industry":null,
"extra":null,
"interests":[
],
"personal_emails":[
],
"personal_numbers":[
]
},
"last_updated":"\"2024-05-07T05:00:36Z”}%"
Apart from being a comprehensive database of LinkedIn profiles, LinkDB also powers these amazing endpoints that you can integrate directly into your applications.
Company Profile URL
List of employees
curl \
-X GET \
-H "Authorization: Bearer ${YOUR_API_KEY}" \
https://nubela.co/proxycurl/api/linkedin/company/employees/?employment_status=current&url=https://www.linkedin.com/company/nubela
Company Profile URL
List of employees that meet a set of criteria
curl \
-X GET \
-H "Authorization: Bearer ${YOUR_API_KEY}" \
https://nubela.co/proxycurl/api/linkedin/company/employee/search/?country=us&keyword_regex=ceo%7Ccto&linkedin_company_profile_url=https://www.linkedin.com/company/microsoft/
Person Profile URL
LinkedIn (Person) Profile URL
curl \
-X GET \
-H "Authorization: Bearer ${YOUR_API_KEY}" \
https://nubela.co/proxycurl/api/search/person/?last_name=Jackson%7CJohnson&first_name=Sarah&city=Seattle%7CLos+Angeles¤t_company_region=United+States
Company Profile URL
List of companies that meet a set of criteria
curl \
-X GET \
-H "Authorization: Bearer ${YOUR_API_KEY}" \
https://nubela.co/proxycurl/api/search/company?country=us&city=Seattle%7CLos+Angeles&name=Technology&employee_count_min=1000&founded_before_year=1999&founded_after_year=1999
Honest reviews from our customers
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“Proxycurl is great. It has helped us grow faster.”
“I'm really enjoying Proxycurl so far.”
“We've been using Proxycurl for a couple of months now and so far we've been really satisfied with it.”
"Works great! Now I need to convince my leadership to let me buy a bunch of credits!"
"I like your pricing. Other LinkedIn solutions are aimed only at enterprise scale."
Consult with one of our experts. Free of charge.
Do you sell subsets of the data?
We do not sell subsets of the data other than by the countries.
What is the pricing of the dataset?
Our prices are usually priced in the 5-digits per data segment. See LinkDB's Pricing Page for more information.
Can I resell LinkDB?
Sorry. We do not sell LinkDB to resellers.
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