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- Title
The Relationship between Mustard Import and COVID-19 Deaths: A Workflow with Cross-Country Text Mining.
- Authors
Zhan, Ge; Yang, Fuming; Zhang, Liangbo; Wang, Hanfeng
- Abstract
We developed a workflow for the search and screening of natural products by drawing from worldwide experiences shared by online platform users, illustrated how to cope with COVID-19 with a text-mining approach, and statistically tested the natural product identified. We built a knowledge base, which consists of three ontologies pertaining to 7653 narratives. Mustard emerged from texting mining and knowledge engineering as an important candidate relating to COVID-19 outcomes. The findings indicate that, after controlling for the containment index, the net import of mustard is related with reduced total and new deaths of COVID-19 for the non-vaccination time period, with considerable effect size (>0.2).
- Subjects
CHINA; COVID-19; BIOLOGICAL products; COVID-19 vaccines; INTERNATIONAL business enterprises; MUSTARD; WORKFLOW; KNOWLEDGE base; DEATH; NATURAL foods; DATA mining; SYSTEMS development
- Publication
Healthcare (2227-9032), 2022, Vol 10, Issue 10, pN.PAG
- ISSN
2227-9032
- Publication type
Article
- DOI
10.3390/healthcare10102071