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PASANTIA
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PH251w Group 7 Milestone #4
Fall 2025
Group 7 milestone 4 - visualization
Assignment 6 – Scenario 3: Dependent T-Test
This analysis examines whether employees’ communication skills significantly improved after attending a professional communication training program. Using a paired design, we compared pre-training and post-training scores for 150 employees. Normality was assessed through visual checks and the Shapiro–Wilk test, and a dependent t-test was conducted to determine statistical significance and effect size.
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2025 Mid-Season NFL Rushing Analysis
Does an increase in rushing volume (attempts) among the NFL's leading rushers lead to a decline in per-carry efficiency (Yards Per Attempt), and how do factors like player availability, single-play outliers, and goal-line usage influence this apparent relationship?