This research empirically demonstrates the positive relationship between severe illness from Covid-19 and preexisting medical conditions. Two sets of data are used to gain insights into population that are vulnerable to severe Covid-19 infection: 2019 National Survey on Drug Use and Health and patient data from Hospital Israelita Albert Einstein, Brazil.