Nodal.gg – Game recommender with interactive map
UMAP-based game discovery, but needs better differentiation from existing Steam recommenders.

2D embedding visualization makes browsing 5000 YC companies genuinely explorable.
Founders, investors, and anyone researching the startup landscape
Crunchbase · PitchBook · Signal NFX
This is embedding each company into 2 dimensions based on its details, so companies doing similar things land near each other.
A map is then derived based on clusterings of industries.
UMAP-based game discovery, but needs better differentiation from existing Steam recommenders.
TLSH fuzzy hashing with Cytoscape graph beats manual SHA256 lookups.
Map-first directory with one-click, accountless submissions and industry‑colored pins makes it trivial to pin a company and spot local clusters. It uses MapLibre/OpenMapTiles (nice open-stack choice), but the long-term value hinges on search/filters and lightweight moderation or metadata — otherwise the map risks becoming noisy as it scales.
Stunning 3D globe tracking 725 AI clusters and 80M H100 equivalents globally.
Real-time slider between three embedding models shows how ingredients cluster differently.
GPU-accelerated layout renders 7M articles with shortest-path finding between any two.