Spotify Data Analysis

Overall Charts

Danceability

Energy

Acousticness

Speechiness

Instrumentalness

Liveness

Valence

Tempo

Weekly Time Series

Danceability

Energy

Acousticness

Speechiness

Instrumentalness

Liveness

Valence

Tempo

Yearly Time Series

Key Mode

Danceability

Energy

Acousticness

Speechiness

Instrumentalness

Liveness

Valence

Tempo

Monthly Time Series

Key Mode

Danceability

Energy

Acousticness

Speechiness

Instrumentalness

Liveness

Valence

Tempo

By Day of the Week

Key Mode

Danceability

Energy

Acousticness

Speechiness

Instrumentalness

Liveness

Valence

Tempo

Yearly Top Artists

Artists Over Time

Concerts and Album Drops

Unique Song Percentage