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HumansMap Interactive Graph of 1M+ Wikidata Entities with Investigate

HumansMap Interactive Graph of 1M+ Wikidata Entities with Investigate

by abstracthinking·Apr 19, 2026·1 point·1 comment

AI Analysis

MidRabbit HoleCozy

Wikidata graph with trivia games, but connection explorers already exist.

Strengths
  • Built-in trivia game mechanic gamifies exploring public figure connections effectively.
  • SEC data integration adds concrete financial context to individual profiles.
  • Live site with 1M+ entities ready for immediate exploration today.
Weaknesses
  • Interactive graph visualization category is crowded with established tools already.
  • Trivia feels like a wrapper over existing Wikidata queries mostly.
Category
Target Audience

Researchers, journalists, curious browsers

Similar To

Wikidata Query Service · Kumu · LittleSis

Post Description

Built this due to my passion to explore the connections between known people and organizations, now data includes entities from EU, USA and CA. There is also a Trivia game section that i built to know/explore new persons and discover facts. Tech stach used: - ArangoDB because its native for graph traversal, great for storing Wikidata format style - Backend API Python with FastAPI, well known and stable library - Frontend Vue 3 + Vite, fast and stable enough - Cytoscape.js, for graph visualization, traversal and animations - Redis for caching frequent people requests and game rounds Wikidata and Wikimedia commons as data source. Hope you find entertaining and fast exploring the graph, investigate button to look people's awards, career, organization info and SEC information(there is a report button in about section). The website seems interesting to me, but i'm looking to expand the types of connections shown.

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