📊 knime-linkedin-pipeline

Python pipeline to extract LinkedIn Analytics demographic data using Playwright and export it into KNIME for further analysis.

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🚀 What this project does

This script automates the collection of audience insights:

• Logs into LinkedIn: supports manual or automatic login.
• Navigates: goes directly to the LinkedIn Analytics demographics page.
• Extracts percentage-based demographic data such as:
  • Job title
  • Location
  • Industry
  • Seniority
  • Company size
  • Function
• Outputs: the data as a table directly into KNIME.

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🧰 Tech stack

• Python
• Playwright
• Pandas
• KNIME (Python Scripting node)

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📦 Installation

This project uses uv for dependency management.

uv add playwright pandas
uv run playwright install chromium

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▶️ How to run

The script is intended to be executed inside a KNIME Python Script node.

1. Open KNIME
2. Add a Python Script node
3. Point the node to this project environment
4. Run main.py
5. Login manually to LinkedIn if required
6. Output: The data will be available as a KNIME table.

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🎥 Demo

You can find a full demo and explanation in this video:

Click on the image to watch the full demo

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⚠️ Disclaimer

This project is for educational and personal analytics purposes only. Use responsibly and respect LinkedIn's terms of service.