1Cademy Production Database Snapshot — 10 November 2026

Source: read-only Firestore server-side count aggregations, 2026-11-10 17:41:27–17:41:29 UTC. Query definitions and timestamped results were retained in the project audit. No individual user records were retrieved.

The queries counted 255,035 node documents: 248,039 with deleted=false and 6,996 with deleted=true; 2,020 user documents; 2,397 notebooks; 472,449 versions; and 408,958 user-node records. Each query has its own read time, so this is not an atomic snapshot.

Document counts describe stored platform structure. They do not establish unique people, active users, independently validated topics, paying customers, retention, learning gains or commercial demand.