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The LinkedIn Posts dataset is a clean, structured, analysis-ready database of 2M records across 38 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: url, id, user id, use url, title, headline, post text, date posted, hashtags, embedded links, and 28 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 | url | title | use url | user id | headline |
|---|---|---|---|---|---|
| 7484679707070873600 | https://www.linkedin.com/posts/great-ame... | Exp*** yo***off*********th *************... | https://www.linkedin.com/company/great-a... | gre***ame***an-********* | Exp*** yo***off*********th *************... |
| 7146827288641269760 | https://www.linkedin.com/posts/elannov_a... | Aft***a l*** 30*********rne*************... | https://za.linkedin.com/in/elannov?trk=p... | ela***v | Aft***a l*** 30*********rne*************... |
| 7436675760268021760 | https://www.linkedin.com/posts/jnit-tech... | | J*** Te***olo********* | https://in.linkedin.com/company/magellan... | jni***ech***ogi*** | Beh*** ev*** lo*********e’s*************... |
| 7484887586482655232 | https://www.linkedin.com/posts/eiopa-eu_... | #pr***mon***#fr*********ide*************... | https://de.linkedin.com/company/eiopa-eu... | eio***eu | 🌈 ***PA ***Fra*********ide*** |
| 7460316486314680320 | https://www.linkedin.com/posts/liqteq_ac... | | L***id ***hno********* | https://www.linkedin.com/company/liqteq | ****** | We’***Hir***: C*********ite*** |
| 6951034022202351616 | https://www.linkedin.com/posts/davidcock... | Wha***n i***edi*********urs*************... | https://au.linkedin.com/in/davidcockbain... | dav***ock***n | Wha***n i***edi*********urs*************... |
| 7484963024349421568 | https://www.linkedin.com/posts/russhedge... | #ru***elf***#ma*********thr*************... | https://www.linkedin.com/in/russhedge?tr... | rus***dge*** | Suc***s s***ts *********set*************... |
| 7485015769731375105 | https://www.linkedin.com/posts/llamainde... | We'***sta***ng *********inn*************... | https://www.linkedin.com/company/llamain... | lla***nde*** | We'***sta***ng *********inn*************... |
| 7483626551381491712 | https://www.linkedin.com/posts/collideai... | Eve***ne'***olt*********gua*************... | https://www.linkedin.com/company/collide... | col***eai*** | Eve***ne'***olt*********gua*************... |
| 7480729322115407872 | https://www.linkedin.com/posts/fairwinds... | Kub***ete***omp*********all*************... | https://www.linkedin.com/company/fairwin... | fai***nds*** | Sel***ost***AI ********* do*************... |
Sample@if($records) of 2M records@endif — 38 fields total. Purchase to unlock the full dataset.
| Column | Description | Type | Fill rate |
|---|---|---|---|
| url | The web link to the individual LinkedIn post | Url | 100% |
| id | A unique identifier for each LinkedIn post | Text | 100% |
| user_id | The unique identifier for the user who created the post | Text | 99.49% |
| use_url | The web link to the profile of the user who created the post | Url | 100% |
| title | The title or main subject of the LinkedIn post, if applicable | Text | 100% |
| headline | A brief headline summarizing the post’s content | Text | 99.54% |
| post_text | The main text content of the LinkedIn post | Text | 95.77% |
| date_posted | The date and time when the post was published on LinkedIn | Date | 100% |
| hashtags | Keywords or phrases prefixed with a hash (#) used in the post to tag content | Array | 46.29% |
| embedded_links | RLs included within the post that link to external content | Array | 72.98% |
| images | Any images attached or embedded in the post | Array | 69.55% |
| videos | Any videos attached or embedded in the post | Array | 11.33% |
| num_likes | The total number of likes the post has received | Number | 100% |
| num_comments | The total number of comments the post has received | Number | 100% |
| more_articles_by_user | Links to other posts or articles written by the same user | Array | 9.5% |
| more_relevant_posts | Links to other posts that are relevant or related to the content of this post | Array | 18.45% |
| top_visible_comments | Top comments on post, only some comments if any are visible without a login | Array | 41.97% |
| user_followers | Number of followers of the user | Number | 93.71% |
| user_posts | User number of posts | Number | 88.15% |
| user_articles | Number of user articles | Number | 88.15% |
| post_type | article/post | Text | 100% |
| account_type | Author type of the posting account: 'Person' or 'Company | Text | 99.36% |
| post_text_html | The post text keeping the line breaks | Text | 95.84% |
| repost | Details of the original post that was reshared | Object | 93.87% |
| tagged_companies | Companies tagged or mentioned in the post | Array | 15.91% |
| tagged_people | People tagged or mentioned in the post | Array | 13.15% |
| user_title | The title of the post's author | Text | 10.52% |
| author_profile_pic | The post's author profile picture | Url | 99.86% |
| num_connections | The number of connections of the post's author | Number | 4.55% |
| video_duration | Duration of the post's video | Number | 7.97% |
| external_link_data | Preview cards for external links included in the post | Array | 12.42% |
| video_thumbnail | Thumbnail image URL for the attached video | Url | 10.51% |
| document_cover_image | Cover image URL for an attached document | Url | 1.9% |
| document_page_count | Total number of pages in the attached document | Number | 1.9% |
| user_profile_pic | The user's profile picture | Url | 27.82% |
| user_name | The name if the user posting | Text | 27.82% |
| original_post_text | The post's text including line breaks like how it appears on LinkedIn | Text | 84.77% |
| timestamp | Date | — |
The LinkedIn Posts dataset contains approximately 2M records across 38 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 url, id, user id, use url, title, headline, post text, date posted 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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2,000,000 records available · built from the live database at purchase, delivered as CSV.
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Last Update:
Aug 19, 2026 17:39 PM
Published:
Jul 21, 2026 11:25 AM
Country:
United States
Total records:
2,000,000
Category:
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