COVID-19 has drastically altered the way people live their lives. As cities reopen and many activities resume, individuals are faced with the challenge of determining what is safe for them. The limited amount of information available makes it very difficult for people to assess the risk of COVID-19 infection they face when attending events with varying crowd size.