Have you ever wondered which of your favorite metal bands from your adulthood is the most popular?
Could Iron Maiden sound happier than Metallica?
Are Iced Earth's songs more energetic than other metal bands' songs?
The purpose of this project is to demonstrate how extracted data from Spotify can be used to gain meaningful insights. Python was used for data cleaning and preprocessing, and various imputing techniques were applied to handle missing values.
Statistical methods, visualizations, and machine learning algorithms, such as Cluster Analysis and Principal Component Analysis, were utilized in the dataset.
All data was extracted through Spotify's API.
- Bruce Dickinson-Confeos
- Metallica -Battery
- Iced Earth-Divide Devour
- Metallica- Nothing Else Matters
Data analyst & Storyteller ┃ Pattern discoverer