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Average Danceability:
- Find the average value of the danceability of the tracks.
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Average Liveliness with Energy Criteria:
- Find the average value of liveliness for tracks where energy is greater than 0.5.
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The most popular artist:
- Identify artists whose tracks appear the most in the list.
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Explicit songs
- Find the amount of explicit songs
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The most popular year
- Find the year when the most songs were released
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Top Three Genres:
- Identify the three genres that occur most frequently in the dataset.
More information about the dataset, including attribute descriptions, can be found here.
- artist_name: the artist name
- track_name: the title of the track
- is_explicit: indicates whether the track contains explicit content
- album_release_date: the date when the track was released
- genres: a list of genres associated with the track's artist(s)
- danceability: a measure from 0.0 to 1.0 indicating how suitable a track is for dancing based on a combination of musical elements
- valence: a measure from 0.0 to 1.0 indicating the musical positiveness conveyed by a track
- energy: a measure from 0.0 to 1.0 representing a perceptual measure of intensity and activity
- loudness: the overall loudness of a track in decibels (dB)
- acousticness: a measure from 0.0 to 1.0 whether the track is acoustic.
- instrumentalness: predicts whether a track contains no vocals
- liveness: detects the presence of an audience in the recordings
- speechiness: detects the presence of spoken words in a track
- key: the key the track is in. Integers map to pitches using standard Pitch Class notation.
- tempo: the overall estimated tempo of a track in beats per minute (BPM)
- mode: modality of the track
- duration_ms: the length of the track in milliseconds
- time_signature: an estimated overall time signature of a track
- popularity: a score between 0 and 100, with 100 being the most popular