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Overview

Access comprehensive earnings call transcripts spanning nearly two decades of corporate communications. This dataset provides investors, analysts, and researchers with immediate access to verbatim transcripts from quarterly earnings calls across 4,500+ publicly traded companies from 2005 to present. Data is standardized into an analytic‑ready table with automated pipeline quality checks (file load, row parity, error, merge and lineage validations) so you can query, join, model, and build dashboards immediately without building or maintaining your own ingestion infrastructure.

Get it on the Snowflake Marketplace

$50/month flat rate — no pipelines to build.
  • 4,500+ public companies covered
  • Quarterly transcripts, 2005 to present
  • Split by speaker and paragraph, ready to query
  • Weekly refreshes as new transcripts become available
  • Automated pipeline quality checks (row parity, lineage, merge validation)
Fruit Stand also publishes FRED economic data and fund and ETF returns on the Snowflake Marketplace.

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Schema

Transcripts are available in a flat, query-ready table — one row per speaker paragraph:
Example output (illustrative): Real output with full verbatim content is available on the Snowflake Marketplace listing page.

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Data Ingestion

Data is ingested into Snowflake with best practices in mind.
1

Logical layers

Source → streamed parquet → S3 dated folder (raw snapshot) → Snowflake staging tables → transformations → curated Snowflake final tables/views.
2

Incremental ingestion

Weekly updates are pulled; downstream assets update only companies whose transcripts have changed or are new.

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Data Quality

  • Explicit file log tables track S3 object lineage (location, stage, timestamp, latest flag) enabling audit and reprocessing.
  • Asset checks assert presence of required fields and row deltas (extensible to freshness / volume anomaly detection).

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Disclosures

Fruit Stand Data LLC is not endorsed by or affiliated with any of these providers. Use contact@fruitstand.dev for questions.

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F.A.Q.

Frequently asked questions from our clients.
Earnings call transcripts are written records of quarterly conference calls where public companies discuss their financial results with investors and analysts. Companies explain their financial results in their own words. You get context and reasoning behind the numbers. Management shares forward-looking guidance and insights. Reveals what questions analysts are asking and concerns they have.
Data is updated weekly via an incremental refresh.
Replication of refreshes across cloud regions begins at 5:00 AM PST each day. If you consume this listing from a Snowflake region other than its primary region, expect each day’s updated data to arrive after that replication run.
Clients use our services for speed to insights (e.g., faster modeling, analytics), data quality controls, and engineering. By using our listing, you no longer need to worry about API limits, throttling, pipeline management, and performance. Instead with us, you get complete coverage, 20+ years of transcript history that can be queried and analyzed right away. Don’t wait months for engineering or maintaining pipelines, start analyzing right away.
Yes! Please reach out to contact@fruitstand.dev with the requirements. We are more than happy to make it available.