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Insight for: Show HN: HumansMap, Graph visualization of 3M+ Wikidata persons

HumansMap, a graph visualization tool for over 3 million Wikidata persons, including a Trivia game section.
Analyzed: Apr 9, 2026
HumansMap offers a graph visualization tool for exploring connections between over 3 million Wikidata persons. The technical stack, including ArangoDB for native graph traversal and Cytoscape.js for visualization, indicates a robust foundation for handling complex relational data. While presented as a passion project with a trivia game, the core technology has significant B2B potential. Graph databases and visualization are critical for intelligence analysis, fraud detection, supply chain mapping, and scientific research, where understanding complex relationships is paramount. The ability to explore connections across entities from EU, USA, and CA, sourced from Wikidata and Wikimedia Commons, demonstrates a capability for integrating and visualizing vast public datasets. This project showcases a foundational technology applicable to various enterprise data exploration and relationship mapping challenges.
Graph visualization Wikidata ArangoDB graph traversal Backend API Python FastAPI Frontend Vue 3 + Vite Cytoscape.js Redis caching Wikimedia commons