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Tag location-intelligence · 3

× clear filter location-intelligence 3 urban-planning 3 accessibility-analysis 2 graph-neural-networks 2 knowledge-graph 2 spatial-analysis 2 urban-analytics 2 urban-infrastructure 2 availability-metrics 1 bangalore-wards 1 brand-mapping 1 built-environment 1 bus-coverage 1 bus-network 1 causal-inference 1 civic-investment 1 commercial-corridor 1 commercial-networks 1 commercial-real-estate 1 competitive-analysis 1
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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.

geospatial-knowledge-graphurban-analyticsembedding-modelslocation-intelligence
sgp-digital-atlas-final-report-f99a5d
24.7 KB · SGP_ATLAS_FINAL.html
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Plexis — Urban Knowledge Graph Demo

Plexis is an urban knowledge graph system with 200K nodes and 1.49M edges that uses graph neural networks to answer location-based business questions like site selection, competitive analysis, and demand decomposition for Singapore and Hong Kong.

knowledge-graphlocation-intelligencesite-selectiongraph-neural-networks
plexis-urban-knowledge-graph-demo-7891fe
21.6 KB · PLEXIS_DEMO.html
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SGP Places V1 — Dataset Report

SGP Places V1 is a deduplicated dataset of 190,591 Singapore locations with verified coordinates, 250 brands, and 166 categories. It includes quality metrics showing 100% valid lat/lon coverage, 93.7% address completeness, and reality-check validation against public brand counts.

singapore-placesgeospatial-datasetlocation-intelligencebrand-mapping
sgp-places-v1-dataset-report-d5c4ba
43.4 KB · sgp_place_V1_report.html