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Correlation Analysis of Minutes and Drinks
This publication presents a comprehensive statistical analysis of two continuous variables: Minutes and Drinks. Using R, I explored the data through descriptive statistics, histograms, and normality tests (Shapiro-Wilk). Both variables showed positive skewness and leptokurtic distributions, indicating non-normality.
To assess the relationship, I conducted both Spearman and Pearson correlation tests. Results revealed a strong, positive, and statistically significant correlation (Spearman ρ = 0.92, Pearson r = 0.95, p < .001). This suggests that as time spent (Minutes) increases, the number of drinks consumed also increases.
The report includes:
Cleanly formatted R code and outputs
Visualizations (histograms and scatterplots with regression line)
Clear interpretation of results written as comments within the R script
This RPubs publication demonstrates how to combine data visualization, normality testing, and correlation analysis into a reproducible workflow using R Markdown.
HTML doc.x rss xml .pdf .rdp .etc
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Projek_SPL
PROJEK SUPERVISED LEARNING DATA 2
Nama : Dinda Dwi Anugrah Pertiwi
NIM : 3338230010
Dosen Pengampu : Dr.nat.techn. Weksi Budiaji, S.Si., M.Sc