World Bank Group data on Lebanon's private sector and trade, aggregated from multiple international sources. The dataset includes indicators from the Private Participation in Infrastructure Project Database, Enterprise Surveys, Doing Business, IMF Balance of Payments, and UNCTAD. It was last updated on 2026-04-28.
Use Cases
- Analyze private investment in infrastructure based on the Private Participation in Infrastructure Project Database.
- Benchmark business environment and regulations using Doing Business Indicators.
- Study firm-level characteristics and constraints via Enterprise Surveys data.
- Model trade flows and balance of payments using IMF and WTO statistics.
Strengths
- Data is aggregated from multiple authoritative international sources, including the World Bank, IMF, and UNCTAD.
- License is CC-BY-4.0, permitting flexible reuse with attribution.
- Last update timestamp is precisely recorded as 2026 04 28 05:46:49.554015.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count and dataset size are unknown, which may limit suitability assessment.
- Description metadata is limited; actual data quality requires manual inspection.
Provenance
- Source
- World Bank Group, IMF, UNCTAD, WTO
- Collection Method
- Aggregated from official international databases and surveys.
- Time Range
- null
- Freshness
- Last updated 2026-04-28 05:46:49.554015; freshness should be verified.
- Geography
- Lebanon