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Wikigraph

Wikigraph

Jun 2, 2026 Analytics
data exploration graph visualization link analysis pagerank wikipedia

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Wikigraph

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Hi! This is a visualization I've always wanted but never quite found. It's a navigable map of the Wikipedia link graph structure, with search and shortest-path finding.Offline, I parsed the May 2026 English Wikipedia full-text dump into a directed graph, used cuGraph on a GPU to run PageRank, Leiden clustering, and ForceAtlas2 for the layout. I did some post processing to get rid of lingering overlapping nodes and rendered a tiled map of raster base images (using Skia) and JSON metadata. Tiles are bundled into PMTiles. The frontend is Deck.gl.Everything is hosted on Cloudflare. Search and shortest-path are served by a Rust backend in CF Containers which uses Tantivy and bidirectional BFS.Happy to answer any questions!

Comments (5)

Rodger Fadel Rodger Fadel 1 week ago

what data structure backs the shortest path queries?

Luna Sporer Luna Sporer 5 days ago

Visual noise drowns out any usefulness. Typography is a missed opportunity.

Luna Sporer Luna Sporer 5 days ago

fonts need work. shortest path feature is just a fancy way to lose track of time

Guido Grimes Guido Grimes 4 days ago

what'd you use for the graph storage and shortest path calculations? bfs on that dataset must be heavy

Nakia Emard Nakia Emard 4 days ago

neo4j under the hood? what's the latency on those shortest path queries