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Hunter Sapienza's Projects

modern-olympic-games-data-analysis icon modern-olympic-games-data-analysis

Exploratory data analysis of modern Olympic Games data from 1896 to present, focusing on changes over time, differences between types of athletes, and the ways in which the games inform our international relations. I utilized plotly to create interactive maps comparing the success, participation, and rates of gender equality of different countries, explored Olympic trends over time, such as game size, athlete characteristics, gender composition, and program events, as well as conducted A/B hypothesis testing to establish statistically significant differences between various subgroups of Olympic athletes.

northwind-product-order-analysis icon northwind-product-order-analysis

Northwind Product Order Analysis: Determined how discounts and other product order characteristics influence company profits through A/B testing. I utilized SQL to join product order details from multiple tables of the fictional Northwind company database, conducted A/B testing on normalized distributions to evaluate the effect of discounts on average order quantity, and analyzed the effect of supplier/customer region, product category, and unit price on order quantity and total value.

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