spotify-dataset-multivariate-analysis
albpiliposyan/spotify-dataset-multivariate-analysis
Multivariate statistical analysis of Spotify track audio features with English and Armenian reports
multivariate-analysisspotifydata-analysisstatisticspythonprincipal-component-analysislinear-regressiondata-visualization
Summary
This repository contains a university final project for a multivariate statistics course, performing analysis on Spotify track audio features. It includes Python code for data cleaning, visualization, correlation analysis, linear regression, backward variable selection, and PCA on a dataset of nearly 90,000 tracks. The project outputs figures and tables, and includes full LaTeX reports in both English and Armenian.