Automation and scraping · Independent · 24 Oct 2026

digitalmethodsinitiative/4cat

The 4CAT Capture and Analysis Toolkit provides modular data capture & analysis for a variety of social media platforms.

← Automation and scraping

In simple English

This tool collects and analyses public data from social media sites. You use it through a web browser instead of writing computer code. It downloads posts, comments, and images into tidy files for your research. Then it helps you build charts, word lists, and visual networks from that data. You run it on your own server or computer using Docker, a way to run a program inside its own sealed box so it cannot break anything else on your server.

What it is

The 4CAT Capture and Analysis Toolkit is a modular open-source server application built in Python (a programming language used for general software and data work). It provides a web dashboard where researchers, journalists, and students can gather online posts and run text analysis processors on them.

What it is good for

It is good for solo researchers, journalists, and students who need to collect and study large batches of social media posts from sites like Telegram, Bluesky, TikTok, and Reddit-style forums without writing custom web scrapers.

Stars422
LicenceCustom
Latestv1.57 (2026-09-10)checked 24 Oct 2026
Last code change2026-10-23
Written inPython
Setup effort
3 / 5
Payoff
4 / 5
Good
  • Provides a clean web interface for collecting social data without writing code.
  • Includes built-in analysis tools like frequency charts and network diagrams.
  • Supports a wide variety of data sources and standard file formats like CSV (comma-separated values, a plain text file format for tables).
Watch for
  • Requires running a Docker container on a server or local machine.
  • Social media platforms frequently change their layouts, which can break data scrapers.
  • Needs enough memory and disk space to store large datasets and media files.
Replaces

Writing custom Python scraping scripts and manual spreadsheet analysis.

Works well with

Zeeschuimer

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Install
docker-compose up -d
Screenshots and video

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On Stack Radar: Marketing & Growth › Social Media Marketing › Social Listening.

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