https://joebyjo.dev/tags/data/Recent content in Data on whois JoeByjoHugoen-usTue, 22 Jul 2025 00:00:00 +0000https://joebyjo.dev/projects/spotifyanalysis/Tue, 22 Jul 2025 00:00:00 +0000https://joebyjo.dev/projects/spotifyanalysis/<h1 id="exploring-music-through-data-spotify-audio-feature-analysis">Exploring Music Through Data: Spotify Audio Feature Analysis</h1> <h2 id="introduction">Introduction</h2> <p>Music is often described as emotional and subjective, but beneath that subjectivity lies a rich layer of measurable data. Platforms like <strong>Spotify</strong> analyze tracks using detailed audio features such as <em>danceability</em>, <em>energy</em>, and <em>valence</em>, offering a unique opportunity to study music from a data-driven perspective.</p> <p>This project, <em>Spotify Audio Feature Analysis</em>, was designed to explore how these characteristics vary across genres, popularity levels, and time. By combining publicly available datasets from <strong>Kaggle</strong> with additional metadata retrieved via the Spotify Web API, the goal was to uncover patterns in how music evolves and what defines different styles of sound.</p>