Dataset

The data sets were derived from coronavirus related scientific literature using the CORD-19 dataset released by the Allen Institute of Artificial Intelligence as of July 14, 2020, using the Elasticsearch engine hosted by the Digital Scholarship Center (DSC). Through indexing the full-text and the metadata of the article corpus, the research team generated a full-corpus model and 7 different models corresponding to key viral outbreaks from the past several decades' coronaviruses (SARS-CoV, MERS-CoV, and SARS- CoV-2) and non-coronaviruses (HIV, Zika, H1N1, and Ebola). The targeted subsets of the articles used two or more occurrences of virus-specific keywords drawn from conventions established by the World Health Organization.

Creator

• Koshoffer, Amy
• Wu, Danny
• Latessa, Jenny
• Lee, James
• Luken, Sally
• McCabe, Erin
• Edgerton, Ezra
• Washington, Dorcas
• Kannayyagar, Suraj
• Powers, Margaret

License

• CC0 1.0 Universal

Subject

• Natural Language Processing
• Viruses
• COVID 19

Submitter

Amy Koshoffer

College

• Libraries

Department

• Research & Data Services, Data Scien

Date Created

• 2020-07

Publisher

• University of Cincinnati

Language

• English

Relationships

In Collection:

• Data Sets for HDSR publication "Convergence in Viral Epidemic Research: Using Natural Language Processing to Define Network Bridges in the Bench-Bedside-Population Paradigm"

Items

Thumbnail	Title	Date Uploaded	Visibility	Actions
	H1N1_centrality_topics_excl_covid19.csv	2020-10-29	Open Access	Press to Select an action Download
	HIV_centrality_topics.csv	2020-10-29	Open Access	Press to Select an action Download
	HIV_centrality_topics_excl_covid19.csv	2020-10-29	Open Access	Press to Select an action Download
	MERS_centrality_topics.csv	2020-10-29	Open Access	Press to Select an action Download
	MERS_centrality_topics_excl_covid19.csv	2020-10-29	Open Access	Press to Select an action Download
	SARS_centrality_topics.csv	2020-10-29	Open Access	Press to Select an action Download
	SARS_centrality_topics_excl_covid-19.csv	2020-10-29	Open Access	Press to Select an action Download
	Zika_centrality_topics.csv	2020-10-29	Open Access	Press to Select an action Download
	Zika_centrality_topics_excl_covid19.csv	2020-10-29	Open Access	Press to Select an action Download