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What is thesecretlivesofdata?

benbjohnson/thesecretlivesofdata — explained in plain English

Analysis updated 2026-05-18

3,619JavaScriptAudience · researcherComplexity · 1/5Setup · easy

In one sentence

The Secret Lives of Data is a site with interactive animations that show step by step how distributed systems like Raft work behind the scenes.

Mindmap

mindmap
  root((Secret Lives of Data))
    What it does
      Interactive animations
      Explains distributed systems
    Tech stack
      JavaScript
      Website
    Use cases
      Learn Raft consensus
      Teach a system visually
    Audience
      Researchers
      Curious engineers

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

What do people build with it?

USE CASE 1

Watch an animated walkthrough of the Raft consensus protocol to understand distributed agreement.

USE CASE 2

Share an interactive visualization to teach a teammate how a system you know works internally.

USE CASE 3

Study how servers recover from failures while staying in agreement about stored data.

What is it built with?

JavaScript

How does it compare?

benbjohnson/thesecretlivesofdatamicromodal/micromodalrafalwilinski/express-status-monitor
Stars3,6193,6213,621
LanguageJavaScriptJavaScriptJavaScript
Setup difficultyeasyeasyeasy
Complexity1/51/52/5
Audienceresearcherdeveloperdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min

This is a static website of animations, not a library to install.

So what is it?

The Secret Lives of Data is a project that explains how computer systems work on the inside through interactive animations you can watch in a browser. The goal is to make the internal mechanics of databases, servers, and distributed systems visible and understandable, rather than treating them as black boxes. The first and, at the time of this README, only completed visualization covers Raft, which is a protocol for keeping multiple servers in agreement about stored data even when some of them go offline. This is a concept that matters in any system where you need reliability and consistency across more than one machine. The animated walkthrough shows step by step how messages pass between nodes and how the system recovers from failures. A second visualization covering Apache Kafka, a system for moving large streams of data between services, was listed as planned but not yet built. The project is explicitly open to contributions. The README notes that you do not need to know how to build data visualizations yourself. If you understand a system and want to explain it, you can open a GitHub issue describing the topic and work with others to turn it into an animation. The README is brief and the codebase is the source for the thesecretlivesofdata.com website.

Copy-paste prompts

Prompt 1
Explain how the Raft protocol keeps multiple servers in agreement using the Raft visualization from thesecretlivesofdata.com as a reference.
Prompt 2
Walk me through how nodes recover after going offline in a Raft cluster.
Prompt 3
Suggest a new topic and outline what an interactive visualization like this project's Raft demo would need to show.

Frequently asked questions

What is thesecretlivesofdata?

The Secret Lives of Data is a site with interactive animations that show step by step how distributed systems like Raft work behind the scenes.

What language is thesecretlivesofdata written in?

Mainly JavaScript. The stack also includes JavaScript.

How hard is thesecretlivesofdata to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is thesecretlivesofdata for?

Mainly researcher.

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