Information Gathering

ScrapedIn: Enhancing Red Team Operations with Advanced LinkedIn Data Scraping for Target Company Analysis

Tool to scrape LinkedIn

This tool assists in performing reconnaissance using the LinkedIn.com website/API for red team or social engineering engagements. It performs a company specific search to extract a detailed list of employees who work for the target company. Enter the name of the target company and the tool will help determine the LinkedIn company ID, which will be used to perform the search.

NOTE: The tool extracts the maximum results of any search (1,000 contacts) by sendings less than 20 requests.

Output is stored as an XLSX file, however it is intended to be used with Google Spreadsheets and includes a formated report with profile pictures, etc. After importing the XLSX into Google Spreadsheets there will be a “dataset” worksheet and a “report” worksheet.

How to install

sudo apt-get install python3-pip -y
sudo pip install -r requirements.txt

How to run

export LI_USERNAME={username}
export LI_PASSWORD={password}

python3 ScrapedIn.py

Dataset

  • first name
  • last name
  • occupation
  • location
  • industry
  • profile URL
  • picture URL

Report

  • Picture (displayed)
  • Full Name, Occupation
  • Link to Profile
Varshini

Varshini is a Cyber Security expert in Threat Analysis, Vulnerability Assessment, and Research. Passionate about staying ahead of emerging Threats and Technologies.

Recent Posts

WhatsMyName App – Find Anyone Across 640+ Platforms

Overview WhatsMyName is a free, community-driven OSINT tool designed to identify where a username exists…

2 weeks ago

Analyzing Directory Size Linux Tools Explained

Managing disk usage is a crucial task for Linux users and administrators alike. Understanding which…

2 weeks ago

Understanding Disk Usage with du Command

Efficient disk space management is vital in Linux, especially for system administrators who manage servers…

2 weeks ago

How to Check Directory Size in Linux

Knowing how to check directory sizes in Linux is essential for managing disk space and…

2 weeks ago

Essential Commands for Linux User Listing

Managing user accounts is a core responsibility for any Linux administrator. Whether you’re securing a…

2 weeks ago

Command-Line Techniques for Listing Linux Users

Linux offers powerful command-line tools for system administrators to view and manage user accounts. Knowing…

2 weeks ago