ChelombusAnalytics and navigable chemical maps for chemical databases.
Every dashboard was generated from MQN descriptors. Then an interactive map is available to explore the database. My goal is to make billion-scale chemistry feel tactile. No logins, no going through old websites, just charts & data.
Over 9.2B Molecules Mapped!
REAL-first release
9 Map Layers
Map Monitor
Live TMAP Overview
Last refreshed Thu, 18 Dec 2025 16:51:10 GMT
Currently highlighted clusters
Live metrics
- Historic visits
- 102
- Historic likes
- 63
- Molecules screened
- 9,542,693,456
- Total clusters
- 92,496
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Cheer on new annotations and refinements.
Connected Libraries
REAL MQN analysis + interactive map.
The REAL Enamine Database is ready to explore today. Additional catalogs will appear here soon.
Contact & Info
I’m turning MQN descriptors and TMAP exports into a permanent, colorful index.
Message me if you want your dataset onboarded, if you spot an error in the metrics, or if you have feedback on the maps. I read every note and reply personally.
Future Updates
Cluster new molecules online
Let users input a molecule, run a Product Quantization (IPQV) search, and instantly see which cluster it belongs to.
New databases
Add the other major catalogs beyond REAL, starting with PubChem, ZINC, and more as they finish processing.
Download cluster files
Ship downloadable cluster lists so researchers can grab the molecules for each cluster without rebuilding them locally.