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The Data Commons Client skill provides Claude with programmatic access to a massive repository of public data aggregated from authoritative sources like the US Census, World Bank, and NOAA. It enables users to perform complex queries for statistical observations, navigate geographic hierarchies, and resolve entity identifiers within a unified knowledge graph. This skill is particularly useful for researchers and data scientists who need to integrate real-world demographics, economic indicators, health statistics, or environmental data directly into their coding environment with native Pandas support.