LinkedIn Scrape: Profiles, Posts, Messages, Reactions, Comments

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