Dataset

Transport - Lines and Fixtures - Singapore - Free

Satellite & Geospatial Snowflake 1 source

Geographic shape files representing Singapore's road network, bus stops, and rail transit assets.

Dataset card

Transport - Lines and Fixtures - Singapore - Free is listed on Snowflake Marketplace by Data Army Intel.

Documentation & references 1
  1. Data Army Intel/Transport - Lines and Fixtures - Singapore - Free: listing on Snowflake Marketplace

Further reading

All guides
  • What is alternative data?Alternative data in investment research: what the term covers, how it differs from data format, and why provenance, timing, access and validation matter.
  • Satellite and geospatial signalsCounting the world from orbit: optical imagery, SAR, aerial and drone data as investment signals, what each can see, revisit-tradeoffs, and how raw pixels become tradeable indicators.
  • Free alternative data sourcesThe practical list of free alternative-data sources for investors: public filings, official statistics, satellite and earth observation, on-chain data, web archives and open registries, what each covers, what it costs in engineering effort, and where free data falls short.
  • Alternative data for investingHow funds turn alternative data into an investment edge: signal families, evaluation, backtesting, compliance and the build-vs-buy decision, mapped to the datasets and providers indexed on this encyclopedia.

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