Trend Analysis: Post-2010 Genre Shifts

From 2010 to 2022, musical trends have evolved significantly. Although the energy and emotion indices as well as popularity data for EDM and Pop have fluctuated to some extent over the 22-year period, both genres ultimately remain the highest among all genres. Melodic Rap maintains a balanced appeal, and overall artist and track popularity highlight diverse audience tastes. This repository captures the dynamic journey of these genres over the years, offering a snapshot of the changing music landscape.

Track Popularity Trend after 2010

Pop and Dance Pop

Track popularity remains relatively stable across the years, indicating sustained mainstream appeal throughout the streaming era.

Rap

A significant rise in track popularity is observed after 2016, reflecting the global surge in influence and commercial success of contemporary rap music.

Trap and Melodic Rap

Both sub-genres show increasing track popularity in recent years, suggesting growing audience engagement and crossover appeal.

Energy Trend for Top Genres

Pop and Dance Pop

Fluctuating energy levels are observed. A noticeable decline around 2019.

Rap and Trap

Exhibit rising energy levels. Particularly post-2016.

Melodic Rap

Slight decline in energy in recent years.