Datasets

Schema Profiles & Access Patterns

Schema-focused profiles of priority data sources for the Global Transport Intelligence System. Each profile documents fields, types, access patterns, and join keys.

OPSIS / open-gira

Oxford / GFDRR / World Bank

Geospatial infrastructure + hazard exposure

REST (3 APIs)Auth: None

PortWatch

IMF / Oxford

Maritime trade monitoring (AIS-derived)

ArcGIS RESTAuth: None

World Bank Transport Data

World Bank

Indicators, geospatial layers, standalone databases

REST v2 + Data360 + downloadsAuth: None (PPI: key)

OECD DAC/CRS + IATI

OECD / IATI

Transport development finance flows

SDMX + RESTAuth: None / Free key

ieConnect for Impact

World Bank DIME

Impact evaluation evidence + tools

None (project-level)Auth: Restricted

SuM4All Global Tracking Framework

World Bank / SuM4All

60+ transport indicators, GSMI index

Online tool + downloadsAuth: None

Cross-Dataset Join Keys

The primary keys for linking these datasets:

Join	Key Field	Datasets
Country	ISO 3166 codes	All datasets
Port	`portid` / port geometry	PortWatch + OPSIS + WB Global Ports
Sector	DAC 5-digit purpose codes (210xx)	IATI/DAC + ieConnect
Location	Lat/lon coordinates	OPSIS + PortWatch + WB geospatial layers
Time	Year	World Bank + CRS + IATI