Analyses

Interactive, self-contained experiments on public AT Protocol data and the divepool semantic API. Each page runs entirely in your browser — view source and fork freely.

• Cluster your Bluesky followers by topic

  Cluster any Bluesky account's followers into topic groups, then see how well its most-liked posts match what that audience actually cares about.

• City Atlas — do city-name embeddings recover the world map?

  The world's ~34,000 largest cities embedded by name and laid out in 2D with UMAP, shown side by side with real geography — across seven embedding models.