link colab untuk penjelasan: https://colab.research.google.com/drive/1PVOhSOc8arS2uYnjVQa2Gw7iEljwrPhl?usp=sharing

This report analyzes the relationship between study habits and exam performance in DatasetA, and between screen time and sleeping hours in DatasetB. Descriptive statistics, normality tests, Pearson and Spearman correlations, and scatterplots are presented to explore and visualize these relationships. The report also provides a written summary interpreting the strength and direction of each correlation.

Tugas Analisis Multivariat menggunakan Dataset Titanic. Analisis difokuskan pada hubungan antar variabel numerik melalui Correlation Matrix dan Variance-Covariance Matrix, serta identifikasi komponen utama menggunakan Eigen Analysis.

dataset: https://www.kaggle.com/datasets/yasserh/titanic-dataset?select=Titanic-Dataset.csv link colab uuntuk decripcion : https://colab.research.google.com/drive/1PVOhSOc8arS2uYnjVQa2Gw7iEljwrPhl?usp=sharing

Tugas Pengantar Analisis Multivariat menggunakan dataset Hepatitis C Virus (HCV) dengan menganalisis Correlation Matrix, Variance-Covariance Matrix, Eigen value dan eigen vector.

Employee attrition refers to the gradual reduction of the workforce due to resignations, retirements, or voluntary exits. High attrition can increase recruitment costs and affect organizational productivity.