Slide Presentation for word prediction algorithm developed as a project for the JHU Data Science Specialisation.

Word Prediction Exploratory Analysis

Tornadoes in USA from 1996 to 2010

The U.S. National Oceanic and Atmospheric Administration’s (NOAA) storm database was analysed to determine which events were harmful to human health and which to the economy. It was noticed that there was a large degree of overlap in the events causing injuries and fatalities. Excessive heat causing the most fatalities and tornadoes causing the most injuries. Different events were found to cause property or crop damage. Hurricanes and storm surges caused most property damage. The storms of 2005 accounting for a vast majority of this damage. While drought and hurricanes caused most crop damage.