Hypothesis 1: Energy vs. Popularity

Our hypothesis is that higher-energy songs tend to be more popular. We believe energy level may correlate with popularity.

Hypothesis 2: Genre vs. Danceability

We hypothesize that dance-focused genres will have higher danceability scores, helping us understand genre-based differences.

Hypothesis 3: Acousticness vs. Popularity by Genre

Our hypothesis is that genres with higher acousticness might exhibit varying popularity levels.

Energy vs Popularity

Danceability vs Popularity

Accousticness vs Popularity by Genre