Music Data

Click HERE to access the app!

How do the most popular songs show popularity?
- The first bar chart will allow you to visualize the top 9 most popular songs, and filter through different factors that will allow the user to visualize how the most popular songs exemplify certain characteristics such as Danceability, Tempo, Acousticness, and more!
How do all the songs in the dataset exemplify certain characteristics?
- The second plot will allow the user to choose different song characteristics and plot them against each other to visualize a distribution.
Are certain artists more popular than others?
- The third pie chart allows you to visualize in a pie chart an input amount of the users choice anywhere from 0-100 songs, and will display fraction(s) of those songs by mood
What songs can I dance to?
- The final table allows the user to select how many songs they want to display and then showing that number of the top songs by danceability!

Song ID:
- The Spotify URL of a song.
Name:
- The name of a song.
Artist(s):
- The artist(s) in a song.
Danceability:
- How suitable a track is for dancing based on a combination of musical elements.
Energy:
- A measure (from 0-1) that describes a measure of intensity and activity.
Key:
- What key the song is in (by number) with 0 being C, 1 is C#, 3 is D and so on.
Loudness:
- How 'loud' a song is (measured in decibels)
Mode:
- Indicates the modality (major or minor and represented in 0s and 1s respectively) of a track.
Speechiness:
- Detects how often there are words in the track (0-1 with .66ish being absolutely all speech)
Acousticness:
- How likely it is that the track is fully acoustic with 1.0 being very confident that the track is acoustic.
Instrumentaless:
- Can predict how likely it is that a track contains vocals or not. In this context certain vocal noises like "ooh, ahh" are treated as instrumental sounds.
Liveness:
- Can detect the presence of a live audience in the background of a song track. a value of .8+ is a strong likelihood that a track is live.
Valence:
- A measure of the 'musical positveness' conveyed by a track. a higher valence closer to 1 indicates that a song is more positive i.e. 'happy' or 'cheerful'
Tempo:
- The overall estimated tempo of a track in BPM, this is the pace or speed of a song.
Duration:
- How many milliseconds long the track is. duration_msThe duration of the track in milliseconds.
Time Signature:
- The time signature ex. 4/4 or 3/4 of the song.