Google Dataset Search

Google Dataset Search is a search engine from Google that helps researchers locate online data that is freely available for use.[1] The company launched the service on September 5, 2018, and stated that the product was targeted at scientists and data journalists. The service was out of beta as of January 23rd, 2020. [2]

Google Dataset Search complements Google Scholar, the company's search engine for academic studies and reports.[3]

Features

Dataset Search can filter results based on the desired type of data (for example, focusing on images or text). It is also available in mobile. [4]

Technology

Dataset Search is heavily reliant on dataset providers' use of metadata in accordance with the standards defined by the schema.org consortium.[5] According to the Google AI blog,

When Google's search engine processes a Web page with schema.org/Dataset mark-up, it understands that there is dataset metadata there and processes that structured metadata to create "records" describing each annotated dataset on a page. The use of schema.org allows developers to embed this structured information into HTML, without affecting the appearance of the page while making the semantics of the information visible to all search engines.[6]

Versions

Dataset Search was initially released in beta on September 5, 2018.[7] It moved out of beta on January 23, 2020.[8]

gollark: JSON.
gollark: BRB, rewriting electron with the new paradigm.
gollark: This won't be a bottleneck as JSON can be parsed at a few GB/s, yes.
gollark: You can use normal JSON escapes to escape quotes.
gollark: Actually, what if we do QUOTE-terminated strings? Like in JSON.

References
  1. Castelvecchi, Davide (2018-09-05). "Google unveils search engine for open data". Nature. 561 (7722): 161–162. doi:10.1038/d41586-018-06201-x. ISSN 0028-0836. PMID 30206390.
  2. Noy, Natasha. "Discovering millions of datasets on the web". The Keyword. Google. Retrieved 18 June 2020.
  3. "Google launches new search engine to help scientists find the datasets they need". The Verge. Retrieved 2018-09-07.
  4. Noy, Natasha. "Discovering millions of datasets on the web". The Keyword. Google. Retrieved 18 June 2020.
  5. Google, Vincent. "FAQ - Structured data markup for datasets". Search Console Help. Google. Retrieved 20 June 2020.
  6. Burgess, Matthew; Noy, Natasha. "Building Google Dataset Search and Fostering an Open Data Ecosystem". Google AI blog. Google. Retrieved 20 June 2020.
  7. Noy, Natasha. "Making it easier to discover datasets". The Keyword. Google. Retrieved 27 June 2020.
  8. Noy, Natasha. "Discovering millions of datasets on the web". The Keyword. Google. Retrieved 27 June 2020.
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