Pakistan environmental data from the World Bank's data portal, covering topics such as forests, biodiversity, emissions, and pollution. The dataset is provided by the World Bank Group and was last updated on 2026-04-28. It is released under a CC-BY-4.0 license and is available in CSV format.
Use Cases
- Monitor deforestation and forest cover changes based on forest indicators mentioned in the description
- Assess air and water quality trends based on emissions and pollution data
- Analyze the state of biodiversity and natural ecosystems for conservation planning
- Study the linkages between environmental resources and socio-economic development
Strengths
- Data originates from the authoritative World Bank Group.
- Released under a permissive CC-BY-4.0 license.
- Last update timestamp is precisely recorded as 2026-04-28 10:15:34.146177.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- World Bank Group
- Collection Method
- Aggregated from the World Bank's data portal.
- Freshness
- Last updated 2026-04-28 10:15:34.146177; freshness should be verified.
- Geography
- Pakistan