SGP Digital Atlas — Final Report

SGP Digital Atlas is a comprehensive geospatial knowledge graph covering Singapore with 637 hex-8 features, 174,711 places, and 1.49M graph edges across 39 relation types, powered by R-GCN embeddings for urban analysis, demand prediction, and scenario simulation.