🕷️️ Job Radar • SCRAPING

upwork.com 🟢 2026-05-08

🔹 LinkedIn Data Extraction
👤 Client: 🇨🇦 Canada Member since 2023-06-21
💰 Price: ****
🚩 Problem: Extract detailed contact information from reactions and interactions on a specific LinkedIn post.
📦 Existing: [Not specified]

Specifications:

[Target] Identify and extract data from LinkedIn interactions (reactions, comments, shares, tags) for a given post.
[Method] Utilize LinkedIn API or web scraping techniques to gather the required information.
[UI/UX] Not applicable as this is backend-focused.
[Stack] Python with libraries like BeautifulSoup, Selenium; LinkedIn API if available.
[Security] Ensure compliance with LinkedIn API usage policies and GDPR. Implement data encryption for sensitive information.
[Format] Output in JSON format: {"company": "Company Name", "first_name": "First Name", "last_name": "Last Name", "job_title": "Job Title", "business_email": "Business Email", "phone_number": "Phone Number"}

Workflow:

Define the specific LinkedIn post URL.
Choose between using LinkedIn API (if available) or web scraping for data extraction.
Extract and parse interactions from the post, filtering relevant reactions, comments, shares, and tags.
Scrape or query LinkedIn profiles to gather company name, first and last names, job titles, business emails, and phone numbers.
Validate and clean extracted data.
Output structured JSON data.