Tech & Innovation

This product includes technology-focused reference and activity data centered around various new innovations in the tech space.

**Example Topics Covered**

- GitHub Archive events and stars
- US patent grants and inventor information
- OpenAlex index of scholarly entities (e.g. works, sources, authors, funders, publishers) and how they are connected to one another

**[Documentation](https://data-docs.snowflake.com/foundations/products/tech-innovation/?utm_source=marketplace&utm_medium=organic&utm_campaign=marketplace)**

Refer to [Docs](https://data-docs.snowflake.com/foundations/products/tech-innovation/?utm_source=marketplace&utm_medium=organic&utm_campaign=marketplace) for detailed attributes (e.g. history, release frequency, granularity), source links, release frequencies, notes and methodologies.

**Data Sources**

1. GitHub Archive
2. US Patent & Trademark Organization
3. OpenAlex

Visit the [Data Catalog](https://data-catalog.snowflake.com/?utm_source=SF+Marketplace&utm_medium=Organic&utm_campaign=SF+Marketplace) to search all sources Snowflake integrates and the Snowflake Marketplace listings where you can find the data.

**Snowflake's Unified Schema**<br/>All Snowflake products follow the EAV (entity, attributes, value) model with a unified schema. Entities are tangible objects (e.g. geography, company) that Snowflake provides data on. All timeseries' dates and values that refer to the entity are included in a timeseries table. Descriptors of the timeseries are included in an attributes table. Data is joinable across all Snowflake products that have a GEO_ID. Visit [docs](https://data-docs.snowflake.com/intro/concepts/unified-schema?utm_source=marketplace&utm_medium=organic&utm_campaign=marketplace) for more details.

*Disclaimer: The data in this dataset is sourced [here](https://data-docs.snowflake.com/foundations/products/tech-innovation/?utm_source=marketplace&utm_medium=organic&utm_campaign=marketplace). Links to provider licenses, 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

该数据集提供技术领域的参考数据，覆盖GitHub活动、美国专利和OpenAlex学术索引等主题。它基于Snowflake的统一模式构建，采用实体-属性-值模型，确保数据在跨产品中的可连接性。