dplyr's summarise seems behave differently for some reason.

This report is based National Storm Data. It compares the impact of different types of extreme weather condition on population health and economy. Fatalities and injures are used as measures of the impact of population health. Property damage and crop damage are used to identify which type of extreme weather condition is most harmful to economic.