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LinkedIn All-in-One Data Extractor & Analyzer

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LinkedIn All-in-One Data Extractor & Analyzer

LinkedIn All-in-One Data Extractor & Analyzer

agent-x/linkedin-multi-functional-scraper
Try for free

3 days trial then $20.00/month - No credit card required now

Collect profiles, companies, posts, messages, reactions, and comments efficiently. Save 84% on costs while getting more functionality. Perfect for researchers, recruiters, sales teams, and marketers. Customizable, automated, and easy to integrate.

You can access the LinkedIn All-in-One Data Extractor & Analyzer programmatically from your own Python 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.

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 = {
9    "cookie": {
10        "li_at": "AQEDASp5C8kFE-KwAAABjLU1NbIAAAGM2UG5sk4AKQeJJk...",
11        "JSESSIONID": "ajax:853756....",
12    },
13    "operations": { "operations": [
14            {
15                "retrieval_type": "Post_Content",
16                "url": "https://linkedin.com/in/sarah-smith-12345...",
17                "days_to_go_back": 7,
18                "number_of_posts": 5,
19                "deep_search": False,
20                "number_of_comments": 5,
21                "number_of_reactions": 5,
22            },
23            {
24                "retrieval_type": "Post_From_URL",
25                "keywords": "artificial intelligence",
26                "extra_filters": ",geoUrn->103644278,network->F",
27                "deep_search": False,
28                "number_of_comments": 1,
29                "number_of_reactions": 1,
30                "number_of_search_pages": 1,
31            },
32            {
33                "retrieval_type": "Company",
34                "url": "https://linkedin.com/company/acme-innovations...",
35            },
36            {
37                "retrieval_type": "LinkedIn_Profile",
38                "url": "https://linkedin.com/in/sarah-smith-12345...",
39            },
40            {
41                "retrieval_type": "Conversation_Detail",
42                "profile": "https://linkedin.com/in/sarah-smith-12345...",
43            },
44        ] },
45    "proxyConfiguration": { "useApifyProxy": True },
46    "apifyToken": "apfy_act_1234567890abcdefghijklmn",
47    "webHookUrls": ["https://api.company.com/webhook/linkedin"],
48}
49
50# Run the Actor and wait for it to finish
51run = client.actor("agent-x/linkedin-multi-functional-scraper").call(run_input=run_input)
52
53# Fetch and print Actor results from the run's dataset (if there are any)
54print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
55for item in client.dataset(run["defaultDatasetId"]).iterate_items():
56    print(item)
57
58# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn All-in-One Data Extractor & Analyzer API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn All-in-One Data Extractor & Analyzer API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

pip install apify-client

Other API clients include:

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  • 3 monthly users

  • 1 star

  • 83% runs succeeded

  • Created in Jan 2025

  • Modified 9 days ago