Description: Support file with python code for Actuarial Weather Extremes Series Heavy U.S. Precipitation: July 26-29, 2022.

Description: In the early morning of July 26, 2022, an extreme precipitation event hit St. Louis, leading to a new all-time record for daily precipitation and widespread flash flooding in the metro area, with one fatality reported so far. Government officials at the state, county, and city levels declared states of emergency, allowing affected residents and business to access assistance and resources. Several roads and Metrolink stations were submerged and impassable. Metrolink damage is estimated at $18-20 million, with some stations expected to be shut down for two weeks.

Description: Fifty-three percent of Americans responding to a survey conducted by the Society of Actuaries (SOA) Research Institute reported that extreme weather events – including hurricanes, tornadoes, heatwaves, wildfires and flooding – have adversely affected their health.

Description: 2023 looks to already be the costliest year for insured severe thunderstorm damage in the U.S. surpassing the 2020 record of $44 billion, by August, and may very well surpass $50 billion for the full year. In addition to property damage, severe storms and hail have led to fatalities in the U.S. and the risks to populations in vulnerable structures seems to be worsening.