Google PDFM Embeddings

This extension allows accessing Google's Population Dynamics Foundation Model (PDFM) Embeddings: condensed vector representations designed to encapsulate the complex, multidimensional interactions among human behaviors, environmental factors, and local contexts at specific locations.

These embeddings capture patterns in aggregated data such as search trends, busyness trends, and environmental conditions (maps, air quality, temperature), providing a rich, location-specific snapshot of how populations engage with their surroundings.

County Embeddings

Description

This component loads Google's PDFM Embeddings at the county level.

Output

• Output table: This component generates an output table with the PDFM embeddings at the county level.

ZCTA Embeddings

Description

This component loads Google's PDFM Embeddings at the ZIP Code Tabulation Area (ZCTA) level.

Output

• Output table: This component generates an output table with the PDFM embeddings at the ZCTA level.