INTRODUCTION

What Drives Music Popularity?

This analysis explores patterns in music streaming data, focusing on how factors such as artist popularity, genre, geography, and recent performance influence listener behavior. By visualizing this dataset, we can better understand what drives success in modern music platforms.

ORIGINAL DATASET
Original music streaming dataset
Original dataset preview.
This dataset contains song-level streaming information including track name, artist name, total streams, stream change, 7-day performance, genre, and country. To view the full dataset, click this link.
CHARTS
Bar chart showing top artists by total streams
Chart 1. Top artists by total streams. This chart shows that a small number of artists account for a large share of total listening activity, suggesting that attention is concentrated among a few major performers.
Pie chart showing distribution of streams by genre
Chart 2. Distribution of streams by genre. This chart highlights how listener attention is divided across genres and reveals which categories dominate the dataset overall.
Bar chart showing total streams by country
Chart 3. Total streams by country. This chart compares streaming activity across countries and suggests that music popularity is shaped by regional listening patterns rather than being evenly distributed.
Bar chart showing top 20 songs and their stream change
Chart 4. Top 20 songs by popularity and their stream change. This chart adds a momentum lens by showing how the most-streamed songs are currently performing, making it easier to compare long-term popularity with recent change.
ANALYSIS

Together, these charts show that music popularity is driven by both scale and momentum. A small set of artists and genres captures a large share of total streams, while geographic differences suggest that popularity also depends on where listeners are engaging. The fourth chart adds an important layer by showing that even highly popular songs may be rising or declining, proving that success on streaming platforms is not static but constantly shifting.