According to JoAnn E. Manson, professor of Medicine at Harvard Medical School believes there is quite compelling evidence that vitamin D could protect against Covid-19.
https://www.medscape.com/viewarticle/930152
Dr John Campbell also believes there is evidence to show there is a correlation between vitamin D and Covid-19.
https://www.youtube.com/watch?v=1fxw3nTZYlA