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Publish sample dataset for linkedin-top-content-scraper
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---
license: cc-by-4.0
pretty_name: "LinkedIn Top Content & Top Voices Scraper"
tags: [social_media, web-scraping, apify, social-media, marketing, scraper]
size_categories:
- n<1K
---
# LinkedIn Top Content & Top Voices Scraper
Scrapes LinkedIn's public Top Content directory to extract curated high-engagement posts and Top Voice influencers across 40+ categories. Get post text, author profiles, follower counts, reaction metrics, and Top Voice badges. No login, no cookies, no account ban risk. $2 per 1,000 posts.
## What the actor scrapes
# LinkedIn Top Content & Top Voices Scraper Scrape LinkedIn's public **Top Content** directory — a curated archive of the highest-engagement posts organized by topic. Extract post text, author profiles, Top Voice badges, follower counts, reaction metrics, and linked companies. **No login, no cookies, no API key required.** --- ## What Is This Actor? LinkedIn maintains a publicly accessible directory at `linkedin.com/top-content/` — a hand-curated collection of the platform's most engaging posts,
## Who this is for
This sample is useful for anyone working in **social media, marketing** who wants a quick look at the shape of the data before running the live actor at scale. Treat it as a static snapshot — counts, prices and timestamps reflect the moment the sample was captured and will drift over time.
## Source
**Live source:** This dataset is a static sample. For fresh, customizable extractions, run the live Apify actor: [logiover/linkedin-top-content-scraper](https://apify.com/logiover/linkedin-top-content-scraper)
## Fields
- **`activityId`** — identifier
- **`activityUrn`** — field captured by the actor
- **`postUrl`** — URL reference
- **`authorName`** — field captured by the actor
- **`authorHandle`** — field captured by the actor
- **`authorProfileUrl`** — URL reference
- **`authorAvatar`** — field captured by the actor
- **`authorBio`** — field captured by the actor
- **`authorFollowerCount`** — numeric count
- **`isTopVoice`** — boolean flag
- **`authorBadge`** — field captured by the actor
- **`postAge`** — field captured by the actor
- **`postContent`** — field captured by the actor
- **`reactionCount`** — numeric count
- **`commentCount`** — numeric count
- **`imageUrls`** — field captured by the actor
- **`linkedCompanies`** — field captured by the actor
- **`topicCategory`** — field captured by the actor
- **`topicSubcategory`** — field captured by the actor
- **`topicLeaf`** — field captured by the actor
- **`topicTitle`** — field captured by the actor
- **`topicUrl`** — URL reference
- **`scrapedAt`** — timestamp the row was scraped
## Sample preview
```json
[
{
"activityId": "7399071413594279936",
"activityUrn": "urn:li:activity:7399071413594279936",
"postUrl": "https://www.linkedin.com/posts/yaminirangan_the-anatomy-of-a-sales-call-has-changed-dramatically-activity-7399071413594279936-GWga",
"authorName": "Yamini Rangan",
"authorHandle": "yaminirangan",
"authorProfileUrl": "https://www.linkedin.com/in/yaminirangan",
"authorAvatar": "https://media.licdn.com/dms/image/v2/C4E03AQHqlX2E-K9csw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1579236246134?e=2147483647&v=beta&t=Rdap0wm3HmOmLN4GhGfPKMji5SvIwtydz4bxxBvogb8",
"authorBio": null,
"authorFollowerCount": 172431,
"isTopVoice": true,
"authorBadge": null,
"postAge": "5mo",
"postContent": "The anatomy of a sales call has changed dramatically. Last week, I shadowed some of HubSpot’s top reps and what struck me was how differently the best sellers work today. They’re using AI at every stage: before, during, and after the call. And the results are real. The brain: before the call. AI does the heavy research — scanning 10Ks, news, emails, and past calls to surface the insights that matt…",
"reactionCount": 1601,
"commentCount": 163,
"imageUrls": [],
"linkedCompanies": [
{
"slug": "hubspot",
"name": "HubSpot"
}
],
"topicCategory": "sales",
"topicSubcategory": null,
"topicLeaf": null,
"topicTitle": "Sales",
"topicUrl": "https://www.linkedin.com/top-content/sales/",
"scrapedAt": "2026-05-14T09:39:17.711Z"
},
{
"activityId": "7376250215407853568",
"activityUrn": "urn:li:activity:7376250215407853568",
"postUrl": "https://www.linkedin.com/posts/danielpink_one-skill-separates-great-communicators-from-activity-7376250215407853568-EjmO",
"authorName": "Daniel Pink",
"authorHandle": "danielpink",
"authorProfileUrl": "https://www.linkedin.com/in/danielpink",
"authorAvatar": "https://media.licdn.com/dms/image/v2/C4D03AQFb3nNCAlB-tA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1643045852847?e=2147483647&v=beta&t=-x7tsMQzuF2nXrGQCH4iGBzTGzMjhx0IgXWTveT4KcU",
"authorBio": null,
"authorFollowerCount": 430109,
"isTopVoice": true,
"authorBadge": null,
"postAge": "7mo",
"postContent": "One skill separates great communicators from average ones: Perspective-taking. The ability to see things from someone else’s point of view. But most people do it wrong. Here’s how to do it right, especially when you’re leading or being led: When you’re the boss, persuading down: You’re trying to convince Maria on your team to do something different. She’s pushing back. Your instinct might be to as…",
"reactionCount": 2332,
"commentCount": 183,
"imageUrls": [
"https://media.licdn.com/dms/image/v2/D4E22AQElEAR9GUQsZA/feedshare-shrink_1280/B4EZl20evyKoAs-/0/1758635094114?e=2147483647&v=beta&t=ZXSLX9eYxIYQ6s_GzTznpyrS_9y9dwYgu11EQo2NHks"
],
"linkedCompanies": [],
"topicCategory": "sales",
"topicSubcategory": null,
"topicLeaf": null,
"topicTitle": "Sales",
"topicUrl": "https://www.linkedin.com/top-content/sales/",
"scrapedAt": "2026-05-14T09:39:17.712Z"
}
]
```
## Snapshot stats
- Row count in this sample: **20**
- Data quality flag at capture time: `EXISTING_USED`
## License & Attribution
Released under **Creative Commons Attribution 4.0 (CC BY 4.0)**. If you use this data, please credit the source actor and link back to its Apify Store page: [logiover/linkedin-top-content-scraper](https://apify.com/logiover/linkedin-top-content-scraper).
The sample is provided as-is for evaluation and research. Source websites retain their own terms of service — downstream users are responsible for complying with them when running the live actor or redistributing scraped content.