Last updated: 2025-12-19
The purpose this document is the high-level description of all attributes and functionalities of the Magic Toybox Analytic Engine. This document will provide a high-level overview, as well as links to detailed design documents, as well as execution runbooks. Access to this document will permit a qualified Magic Toybox employee to implement our analytics database on a new server, upload the relevant data, and create the core data system.
Note - KI
This page is a work in progress. Current iteration does not cover application development, and is focused almost-entirely on data science.
The process consists of four phases
The output fits a shared schema for market sizing and demand modeling in the demo game.
DB: analytics
server/catalog/census_ecnbasic:YYYY.json. Sync via POST /api/catalog/sync.FRED_API_KEY. Backend returns { ok:false, error } if zero observations.BEA_API_KEY. UI does not send the key.start provided, backend supplies endyear if missing.