# Data and Useful References

**The zip file includes metadata about R\&D outputs related to all** [**Coronaviruses**](https://www.niaid.nih.gov/diseases-conditions/coronaviruses).

Inside the zip file you will find: 

* documents.csv: Full list of documents
* topics.csv: list of topics (classified using ML) connected to documents
* terms.csv: list of explicit terms found on each document (title + abstract).
* people.csv: list of people (authors) connected to documents
* orgsplus.csv: list of organisations (incl their locations) connected to documents

**Download the files at:** [**https://doi.org/10.5281/zenodo.3743278**](https://doi.org/10.5281/zenodo.3743278)

<div align="left"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.3743278.svg" alt=""></div>

## Related projects and other recommended resources

* [**Axios' special report** about the science of pandemics](https://www.axios.com/us-china-scientists-coronavirus-c5444725-8a53-4e9d-94e9-eac70cab3a8d.html) (disclaimer: we are one of their sources)<br>
* <https://covidgraph.org/>\
  "The COVID❋GRAPH project is a voluntary initiative of graph enthusiasts and companies with the goal to build a knowledge graph with relevant information about the COVID-19 and the SARS-CoV-2 virus."<br>
* <https://coronavirustechhandbook.com/>\
  "The Coronavirus Tech Handbook is a crowd-sourced library for technologists, civic organisations, public and private institutions, researchers, and specialists of all kinds working on responses to the pandemic. It is a rapidly evolving resource with thousands of expert contributors."<br>
* <https://covid19-civiclytics.citibeats.com/>\
  "This tool shows the perceptions and concerns expressed by Latin Americans and Caribbean people on the Internet regarding the COVID-19 pandemic" (in Spanish)<br>
* <https://www.inet.ox.ac.uk/publications/no-2020-05-supply-and-demand-shocks-in-the-covid-19-pandemic/>\
  Paper: Supply and demand shocks in the COVID-19 pandemic: An industry and occupation perspective<br>
* Article: [Huge Covid-19 output prompting ‘sea change’ in access to research](https://www.timeshighereducation.com/cn/news/huge-covid-19-output-prompting-sea-change-access-research?utm_source=hootsuite\&utm_medium=linkedin\&utm_term=dimensions\&utm_campaign=news)<br>
* [Tableau COVID´s Data Hub](https://www.tableau.com/covid-19-coronavirus-data-resources?edition=pro\&lang=en-us\&platform=mac\&version=2020.1.0\&utm_source=discover_pane\&utm_medium=product)<br>
* <https://opencovid.care/>\
  "Resources and open source projects on covid19 and encouraging collective contributions and open discussions"<br>
* Article: [To weather a crisis, build a network of teams](https://www.mckinsey.com/business-functions/organization/our-insights/to-weather-a-crisis-build-a-network-of-teams?cid=other-eml-alt-mip-mck\&hlkid=dcd71a7822f045e8bc86cf8d6aec0529\&hctky=2730172\&hdpid=534a16a6-b41c-4072-a653-9e9601e6e1fc)<br>
* Data and publications @ Zenodo: [Coronavirus Disease Research Community - COVID-19](https://zenodo.org/communities/covid-19/)<br>
* Article: [The COVID-19 vaccine development landscape](https://www.nature.com/articles/d41573-020-00073-5)


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://dataverz.gitbook.io/coronavirus-r-and-d/material/data-and-useful-references.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.