This project involves analyzing storm data from the United States National Weather Service to identify the most harmful types of environmental events in terms of fatalities and injuries to humans, as well as economic consequences, from 1950 to 2007.

This exploratory analysis examines the distribution and variability of employee salaries, identifies potential outliers, and evaluates the influence of demographic and organizational factors on compensation within the company.

This analysis compares unexpected NBA player performances in the playoffs versus the regular season. Using Game Score for Neyman-Pearson test and 30+ point games for Fisher's Significance Testing, playoff performances were significantly higher both in average Game Score and in the likelihood of scoring 30+ points. Results suggest that playoff intensity, star usage and game context contribute to elevated player performance.