Tag: health
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Unveiling Housing Market Dynamics: A Data-Driven Analysis of Price Trends, Clusters, and Correlations
By Cy Seeley, M.S. Student, Applied Data Science, Syracuse University Abstract This paper explores the dynamics of the U.S. housing market using a large real estate dataset containing over two million records. The analysis delves into housing prices, property sizes, and temporal trends through comprehensive data preparation, statistical methods, and advanced visualization techniques. Findings highlight…
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The Intersection of Fitness Experience, Frequency, and Performance: An Analytical Perspective
By Cy Seeley, M.S. Student, Applied Data Science, Syracuse University Abstract This study examines the relationships between workout habits, individual characteristics, and fitness outcomes among gym members. Using data from 1,000 participants, we investigate the influence of workout type, body fat percentage, experience level, and session duration on key metrics such as calories burned, heart…
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Mental Health Matters: The Role of Emotional Well-being in Academic Performance
By Cy Seeley, M.S. Student, Applied Data Science, Syracuse University Abstract This study investigates the interplay between student behaviors, mental health, and academic performance in college students, using a dataset sourced from Kaggle. Key predictors analyzed include sleep duration, depression status, class engagement, and social interactions. Our findings indicate that students who get more sleep…
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