🕷️️ Job Radar • SCRAPING

upwork.com 🟡 2026-05-10

🔹 Website Link Extraction from LinkedIn Profiles
👤 Client: 🇬🇧 United Kingdom Member since 2026-05-08
💰 Price: ****
🚩 Problem: Extract personal website URLs for 120 out of 141 professional contacts.
📦 Existing: [Not specified]

Specifications:

[Target] - Identify and extract the correct URL from LinkedIn profiles.
[Method] - Use a clean CSV file with Name, Job Title, and LinkedIn Profile link. Check three specific locations: 'Contact info', 'Featured' section, and 'About' section.
[UI/UX] - N/A
[Stack] - Python (BeautifulSoup for web scraping), Pandas for data manipulation.
[Security] - Ensure all actions comply with LinkedIn's terms of service. Do not automate the process to avoid rate limits or bans.
[Format] - Output a CSV file with updated 'Portfolio' column.

Workflow:

1. Receive clean CSV file from client containing Name, Job Title, and LinkedIn Profile link.
2. For each profile, open the provided LinkedIn URL in a web browser.
3. Check Location 1: Click 'Contact info' at the top of the profile to find any URLs.
4. Check Location 2: Scroll down to the 'Featured' section and look for pinned links.
5. Check Location 3: Review the bio/summary, click 'See more...' if necessary, to locate hidden URLs.
6. If no URL is found after checking all three locations, enter 'None found' in the 'Portfolio' column.
7. After processing each profile, update the CSV file with the extracted or missing URLs.
8. Ensure all actions are compliant with LinkedIn's terms of service to avoid bans.