You can access the Post Reactions Scraper for LinkedIn programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = { "post_urls": [
9        "https://www.linkedin.com/posts/satyanadella_no-one-becomes-a-clinician-to-do-paperwork-activity-7302346926123798528-jitu",
10        "7302346926123798528",
11    ] }
12
13# Run the Actor and wait for it to finish
14run = client.actor("apimaestro/linkedin-post-reactions").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
18for item in client.dataset(run["defaultDatasetId"]).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Linkedin Post Reactions Scraper API in Python

The Apify API client for Python is the official library that allows you to use Post Reactions Scraper for LinkedIn API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Post Reactions Scraper for LinkedIn API in JavaScript

Post Reactions Scraper for LinkedIn API through CLI

Post Reactions Scraper for LinkedIn OpenAPI definition

Post Reactions Scraper for LinkedIn API

Linkedin post reactions scraper

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

623

Profile Reactions Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-reactions

Linkedin User Reactions Scraper: Extract reactions for LinkedIn profiles and users including post content, reactions, stats, article, media attachments and more.

API Maestro

885

5.0

Post Comments & Engagements Scraper for LinkedIn | No Cookies

apimaestro/linkedin-post-comments-replies-engagements-scraper-no-cookies

Scrape in Batch all LinkedIn post related data including comments, stats, , reactions, replies and media attachments

API Maestro

3.9K

4.8

Profile Posts Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-posts

Scrape LinkedIn posts data for a given LinkedIn profile including post content, reactions, comments count, and media attachments

API Maestro

18K

4.7

Post Data Scraper for LinkedIn | No Cookies

apimaestro/linkedin-post-detail

Linkedin Posts Data Scraper: Extract detailed information from LinkedIn profiles including work experience, education history, and location details.

API Maestro

619

5.0

LinkedIn Post's Reactions Scraper

freshdata/reaction-scraper

extract detailed reactions data from any profile post

FreshData

182

Company Posts Batch Scraper for LinkedIn | No Cookies

apimaestro/linkedin-company-posts-batch-scraper-no-cookies

Extract public posts data in batch from companies including post content, reactions, comments count, and media attachments

API Maestro

577

5.0

LinkedIn Profile & Company Posts Scraper (Engagers & Comments)

scraping_solutions/linkedin-profile-company-posts-scraper-engagers-comments

Scrape LinkedIn posts from profiles and companies, and extract engagers, reposts, and comments. Supports post URLs, runs in parallel, and delivers clean structured data for lead generation, analytics, and automation.