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We have invested a lot of time and effort in creating COVID-19 Data Hub, please cite the following when using it:

Guidotti E, Ardia D (2020). “COVID-19 Data Hub.” Journal of Open Source Software, 5(51), 2376. doi:10.21105/joss.02376.

The implementation details and the latest version of the data are described in:

Guidotti E (2022). “A worldwide epidemiological database for COVID-19 at fine-grained spatial resolution.” Scientific Data, 9(1), 112. doi:10.1038/s41597-022-01245-1.

Corresponding BibTeX entries:

  @Article{,
    title = {COVID-19 Data Hub},
    year = {2020},
    doi = {10.21105/joss.02376},
    author = {Emanuele Guidotti and David Ardia},
    journal = {Journal of Open Source Software},
    volume = {5},
    number = {51},
    pages = {2376},
  }
  @Article{,
    title = {A worldwide epidemiological database for COVID-19 at
      fine-grained spatial resolution},
    year = {2022},
    doi = {10.1038/s41597-022-01245-1},
    author = {Emanuele Guidotti},
    journal = {Scientific Data},
    volume = {9},
    number = {1},
    pages = {112},
  }

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.