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Analysis of Severe Weather Events Data based on Health Impact and Economic Impact
This analysis focuses on the impact of severe weather events on health and economics. The dataset used, StormData, contains 902,297 rows and 37 columns. We subsetted the data to consider specific factors related to health impact (FATALITIES, INJURIES) and economic impact (PROPDMG, PROPDMGEXP, CROPDMG, CROPDMGEXP), categorized by event type (EVTYPE). The analysis identifies the top 10 weather events that have the most significant impact on health and economic factors. In terms of health impact, the top 10 events are TORNADO, EXCESSIVE HEAT, TSTM WIND, FLOOD, LIGHTNING, HEAT, FLASH FLOOD, ICE STORM, THUNDERSTORM WIND, and WINTER STORM. When considering economic factors, the top 10 weather events are FLOOD, HURRICANE/TYPHOON, TORNADO, STORM SURGE, HAIL, FLASH FLOOD, DROUGHT, HURRICANE, RIVER FLOOD, and ICE STORM. These events have the greatest economic consequences. Through this analysis, we gain insights into the severe weather events that significantly impact health and the economy, allowing for better understanding and preparedness in dealing with such events.