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The LinkedIn People Profiles dataset is a clean, structured, analysis-ready database of 672.17M records across 47 data fields, sourced from linkedin.com and refreshed monthly. Every record is standardised for enrichment, lead generation, market research and competitor analysis — ready to import into your CRM or data pipeline.
Key fields: id, name, city, country code, position, about, posts, groups, current company, experience, and 37 more. See the full data dictionary below.
This is a pay-per-record dataset with a minimum order of 70,000 records. See the order panel for live pricing in your currency (₹ for India, $ elsewhere) — the total scales with the number of records you choose, so the more you buy, the larger the order.
| id | city | name | about | position | db source |
|---|---|---|---|---|---|
| sip***e-z***-7b********* | Durban, KwaZulu-Natal, South Africa | Siphiwe Z**a | Civil Engineering Professional | 1784582323995 | |
| rho***rid***l | London, England, United Kingdom | Rhona T******l | I s***t m***edi*********in *************... | Partner at Chemistry People | 1784582323995 |
| jai***anm*** | Bengaluru, Karnataka, India | Jai M***n | As ***tra***ic ********* le*************... | 1784582323995 | |
| agu***na-***usa*********b | Argentina | Agustina R****a | Estudiante avanzada de Psicología en Uni... | 1784582323995 | |
| sha***-ka***ny-********* | Haifa District, Israel | Sharon K*****y | head of education depatment city of Haif... | 1784582323995 |
Sample of 672.17M records — 47 fields total. Purchase to unlock the full dataset.
| Column | Description | Type | Fill rate |
|---|---|---|---|
| id | A unique identifier for the person's LinkedIn profile | Text | 100% |
| name | Profile name | Text | 97.58% |
| city | Geographical location of the user | Text | 96.37% |
| country_code | Geographical location of the user | Text | 97.16% |
| position | The current job title or position of the profile | Text | 89.83% |
| about | A concise profile summary. In some cases, only a truncated version with "…" is displayed on the website, and this is the version we capture | Text | 19.26% |
| posts | Contains information related to the user's last LinkedIn posts. It typically includes the post title, created date, URL link to the post, etc. | Array | 1.12% |
| groups | The LinkedIn groups that the profile is a part of | Array | 0% |
| current_company | Provides information about the user's current professional position. It typically includes the company name, the user's job title, the company ID, and the industry or sector to which the company belongs | Object | 100% |
| experience | Contains information about user's professional history. It typically includes the user's job title, length of time the user held the position, the geographic location of the company, the start and end date, the company name, URL link to the company profile, etc. | Array | 72.36% |
| url | URL that link directly to the LinkedIn profile | Url | 100% |
| people_also_viewed | Provides a list of LinkedIn profiles that users who have viewed the user's profile, have viewed these as well | Array | 35.76% |
| educations_details | Provides information about the user's educational background | Text | 42.15% |
| education | Provides information about the user's educational background. It typically includes the degree, the start and end year, the filed, etc. | Array | 42% |
| recommendations_count | A numeric count of the total number of recommendations that the user has received | Number | 3.65% |
| avatar | URL that link to the profile picture of the LinkedIn user | Url | 96.34% |
| courses | Contains information about courses or educational programs that the user has undertaken | Array | 2.53% |
| languages | Contains information about the user's proficiency in different languages | Array | 9.17% |
| certifications | Licenses & Certifications | Array | 8.56% |
| recommendations | Recommendations that the user has received from their connections or colleagues on LinkedIn | Array | 3.59% |
| volunteer_experience | Contains information related to the user's volunteer work | Array | 4.11% |
| followers | How many users/ companies following the profile | Number | 71.32% |
| connections | How many connections the profile has | Number | 70.1% |
| current_company_company_id | The id of the latest/current company of the profile | Text | 38.97% |
| current_company_name | The name of the latest/current company of the profile | Text | 69.61% |
| publications | Published works or presentations | Array | 1.24% |
| patents | Patents filed or granted | Array | 0.13% |
| projects | Professional or academic projects | Array | 2.13% |
| organizations | Memberships in professional organizations | Array | 1.77% |
| location | Geographical location of the user | Text | 61.91% |
| input_url | The URL that was entered when starting the scraping process | Url | 100% |
| linkedin_id | LinkedIn profile identifier | Text | 100% |
| activity | Any activity the user has regarding posts | Array | 34.38% |
| linkedin_num_id | Numeric LinkedIn profile ID | Text | 100% |
| banner_image | Banner image | Url | 96.34% |
| honors_and_awards | Awards and recognitions received | Array | 2.14% |
| similar_profiles | Profiles similar to the current one | Array | 0.45% |
| default_avatar | Is the avatar picture the default avatar empty picture | Boolean | 95.8% |
| memorialized_account | Boolean indicating if the account is memorialized | Boolean | 99.46% |
| bio_links | External links added to the bio | Array | 2.98% |
| first_name | First name of the user | Text | 95.22% |
| last_name | Last name of the user | Text | 94.9% |
| urn_id | The Uniform Resource Name (URN) used by LinkedIn | Text | 0.2% |
| urn | Uniform Resource Name | Text | 0.2% |
| influencer | Indicator if the profile marked as influencer | Boolean | 93.73% |
| fsd_profile_id | FSD profile ID | Text | 0% |
| timestamp | Date | — |
The LinkedIn People Profiles dataset contains approximately 672.17M records across 47 fields, refreshed monthly.
It is priced per record with a minimum order of 70,000 records. See the order panel on this page for live pricing in your currency (₹ for India, $ elsewhere) — the total scales with the number of records you select.
Fields include id, name, city, country code, position, about, posts, groups and more — the complete list is in the data dictionary on this page.
It is aggregated from linkedin.com and other public, compliant sources, then cleaned, standardised and de-duplicated before delivery.
As a structured CSV/Excel export ready for CRM import or BI analysis, delivered after purchase. A free sample is available on this page.
The dataset is refreshed monthly so records stay accurate for outreach and analysis.
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672,170,000 verified records available · instant CSV/Excel, refreshed monthly.
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Last Update:
Jul 22, 2026 02:37 AM
Published:
Jul 21, 2026 11:25 AM
Total records:
672,170,000
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