WeatherWhys for May 31,2016 from accuweather.com

On this date back in 1889, heavy rainfall from persistent thunderstorms caused the South Fork Dam to collapse, sending a 40-foot wall of water down into the city of Johnstown, Pennsylvania. This massive flood ended up killing over 2,200 people.