Datasets:

logiover
/

linkedin-top-content-scraper-sample-data

---
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.

	---
	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.