Is my Spotify music boring? A data analysis involving music, data, and machine learning

Overview

This repo contains the scripts used in my latest experiment titled Is my Spotify music boring? A data analysis involving music, data, and machine learning. In this experiment, which used Spotify's audio features API, I'll found out is my saved music are instrumental, varied, and boring. Besides this, a logistic regression machine learning model was train to determine is a given found belongs to my playlist or a friend's.

Tools used

• Python
• R
• Spotify API
• Spotipy Python library
• Scikit-learn

Report

The full explanation and results of the experiment are found at Is my Spotify music boring? A data analysis involving music, data, and machine learning