This assignment is to find out if there is difference in exam scores between no tutoring and tutoring groups. There is a significant difference and it is large in magnitude.

Research Scenario 3

Research Scenario 3

This project explores Market Basket Analysis (MBA) using the Apriori algorithm on a dataset of 9,835 grocery transactions. The study aims to uncover hidden relationships between products by calculating Support, Confidence, and Lift metrics. Key associations are visualized through interactive network graphs and scatter plots, providing actionable insights into consumer purchasing behavior and product placement strategies.

This Data dive analyzes the IPL Player Performance dataset by exploring meaningful relationships between two pairs of numeric variables, an original with a derived one to analyze bowling performance via correlation coefficients and confidence intervals. These methods offer a statistical understanding of how IPL bowlers perform across numerous numbers of innings.