This repository provides an overview of different COVID-19 datasets available to researchers. It gives a quick run-through of what datasets are available in different areas, what each dataset contains, how to access each dataset, what the structure is, along with information on how to cite it if you ever decide to use the dataset.
This repository does not host the actual datasets, though the minority of the sources presented here will contain their respective actual datasets.
COVID-19 datasets presented here are divided up into different categories. Each category is further divided up into different data sources who provide one or more datasets in the same category.
Each folder in this directory represents the categories available.
To get started, click on the category you wish to explore. Look at the README to see a high-level overview of datasets in the category, or click on each source for more information about the datasets.
This repository is by no means complete, nor does it contain the most accurate and up-to-date information. If you see any errors, missing information, areas of improvement, or have additional data sources to contribute, please do not hesitate to add your contribution. We require some amount of community involvement to keep this resource library regularly maintained and updated.
Run the following command to clone this repository
git clone --recursive https://github.com/tirkarp/covid19-resource-library.git
To pull latest changes from all submodules, run:
git pull --recurse-submodules
Here you will find resources that may be of interest:
| Resource | Description | Tags |
|---|---|---|
| Tableau Public | Tableau visualizations on various aspects of COVID, from which we can obtain sources | Catalog |
| MIDAS | Catalog of COVID-19 datasets, along with pubished estimates of parameters such as basic reproduction number | Catalog, Parameters |
| AWS Data Lake | Centralized repository of datasets related to the spread of COVID-19 | Catalog |
| Google Open COVID-19 Datasets | Open datasets related to COVID-19, hosted on Google Cloud | Catalog |
| OCHA HDX | OCHA's Humanitarian Data Exchange is open platform for sharing data across crises and organizations | Catalog |
| HBR's "Which Covid-19 Data Can You Trust?" | General caution and common pitfalls when interpreting COVID-19 data | Article |
| SafeGraph's COVID-19 Data | List of all available COVID-19 data available for use from SafeGraph | Catalog |
| COVID-19 Healthcare Coalition Resource Library | Resource library from C19hcc, an industry-led coalition whose goal is to coordinate expertise, capabilities, data and insights to provide data-driven, real-time insights to improve clinical outcomes | Catalog |
| Elsevier Coronavirus Information Center | Free articles, biomedical tools and other resources for COVID-19 | Catalog |
| Springer Coronavirus Campaign | Free access to Springer articles and their Research Data Support. | Catalog |
Catalog: a gallery of sources from which we can pull datasetsParameters: contains published estimates of parameters e.g. basic reproduction numberArticle: an article
Contributions are always welcome. See CONTRIBUTING.md.