Projects
Interactive artifacts, mostly maps of large text collections.
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Museum Map
A semantic map of every museum in the world with a Wikipedia article: 54,778 of them across 158 languages, placed by what their article says they're about.
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Living People Map
An interactive map of the 25,000 most-famous living people, positioned by what their Wikipedia articles say. Built from embeddings with gender projected out, with an unmodified control map alongside it.
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Semantic GitHub Map
An interactive map of the 10,000 most-starred GitHub repositories, positioned by semantic similarity of their READMEs.
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Atlantic Mirror
A two-way mirror between European and US cities: which US city each European city resembles in character, and vice versa.
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Steam Atlas
An interactive semantic atlas of the top 10,000 games on Steam.
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Movie Madness Map
An interactive semantic map of Portland's Movie Madness rental catalog: ~84,000 titles laid out by what the films are about.
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Taskmaster Map
An interactive semantic map of Taskmaster (UK) tasks, laid out by what each one asks you to do.
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Jeopardy Map
An interactive semantic map of ~135,000 Jeopardy! clues (2016–2025), laid out by topic, alongside a statistical analysis of the full 1984–2025 archive.
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Half America
Half of America lives in a very small area. See for yourself.
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Claude Code Changelog Analysis
A browsable, LLM-enriched view of Claude Code's changelog: every release, classified and mapped.
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OEIS Map
An interactive semantic map of the Online Encyclopedia of Integer Sequences.
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Hugging Face Dataset Map
An interactive map of the top Hugging Face datasets, positioned by semantic similarity of their dataset cards.
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AI & Mental Health Research Map
An interactive map of five years of research papers at the intersection of AI and mental health.