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deliprofesor / Cardiac-Data-Analysis-Exploring-Cholesterol-and-Heart-Rate

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This project analyzes a heart disease dataset to explore the relationship between cholesterol, heart rate, and chest pain type. It includes normality tests, outlier detection, correlation analysis, MANOVA, post-hoc tests, and VIF analysis, with visualizations using histograms, heatmaps, and boxplots.

python data machine-learning data-visualization data-cleaning manova correlation-analysis tukey-hsd vif post-hoc-analysis
  • Updated Nov 23, 2024
  • Python

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