MAA× BigQuery

Mid America Apartment Communities Inc. Earnings Embeddings in BigQuery

Query Mid America Apartment Communities Inc. earnings call vector embeddings natively in BigQuery via Apache Iceberg. No ETL required — mount the VectorFin catalog and start querying in minutes.

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Ticker

MAA

Coverage

2020–present

Dims

768

Model

gemini-embedding-2-preview

BigQuery query example

-- Query via BigQuery Analytics Hub
SELECT ticker, fiscal_period, chunk_idx,
       ML.DISTANCE(embedding, query_embedding, 'COSINE') AS score
FROM   `vectorfinancials.embeddings.transcripts`
WHERE  ticker = 'MAA'
  AND  fiscal_period = '2024-Q4'
ORDER  BY score
LIMIT  10;

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