Snowflake Data Foundations

**Snowflake Data Foundations** includes all of Snowflake’s free public data products plus premium public datasets (see below). This product is a good fit for production and AI/LLM use cases and includes technical support, point-in-time history, and backwards compatibility.

## **Premium datasets included:**

**Near real-time SEC filings**

- 35+ filing types (complete list viewable [here](https://data-docs.snowflake.com/foundations/products/sec-filings/))
- Filings parsed into SEC-defined Sections, optimized for LLM use cases (including 10-Ks, 10-Qs, 8-Ks, 20-Fs)
- Parsed XBRL Metrics (including revenue segments)

**Company event transcripts**

- Earnings calls, annual investor days, and more

**US Healthcare & Insurance data**

- US DOL Form 5500 parsed and NPPES/NUCC healthcare provider taxonomy

## **Additional sources:**

- **US Bureau of Labor Statistics (BLS):** CPI, employment, labor force statistics
- **Bank for International Settlements (BIS):** Foreign exchange rates
- **US Bureau of Economic Analysis (BEA):** GDP, wages and salaries, personal income 
- **US Federal Reserve:** Interest rates, commercial paper issuance rates and volumes, outstanding monthly consumer credit
- **Federal Deposit Insurance Corporation (FDIC):** Deposits, insurance, complaints by financial institution and branch
- **National Address Database / Overture Maps Foundation:** US addresses and POIs
- *And more!*

Search all 60+ public data sources using the [Data Catalog](https://data-catalog.snowflake.com/).

## **[Documentation](https://data-docs.snowflake.com/foundations/products/snowflake-foundations-paid/)**

Refer to [Docs](https://data-docs.snowflake.com/foundations/products/snowflake-foundations-paid/) for detailed attributes (e.g. history, release frequency, granularity), source links, release frequencies, notes and methodologies.

## **[Unified Schema](https://data-docs.snowflake.com/intro/concepts/unified-schema/)**

All Snowflake public data sets follow the EAV (entity, attributes, value) model with a unified schema.

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*Disclaimer: The data in this product is sourced [here](https://data-docs.snowflake.com/foundations/products/snowflake-foundations-paid/). Links to provider license, terms and disclaimers are provided where appropriate. Snowflake is not endorsed by or affiliated with any of these providers.*

搜集汇总

背景与挑战

背景概述

Snowflake Data Foundations 是一个集成了免费和付费公共数据产品的数据集，适用于生产环境和AI/LLM应用，并提供技术支持。它包含近实时SEC文件、公司事件记录、美国医疗与保险数据，以及来自BLS、BIS等多个机构的额外数据源，所有数据遵循统一的EAV架构。