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Tyler, The Creator Spotify Music Metrics
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About
Provides detailed streaming information on the artist Tyler, The Creator, sourced from Spotify. It serves as a rich resource for analyzing modern hip-hop trends and the evolution of experimental music styles. The records contain insights into his discography, specific song attributes, and popularity measurements, with the most recent update reflecting the CHROMAKOPIA release cycle.
Columns
The dataset includes 26 fields detailing track and album metrics:
artist_name: The primary performing artist.track_name: The name of the song.track_id: The unique identification code for the track.album_name: The album the track belongs to.album_id: The unique identification code for the album.release_date: The specific date the track was released.popularity: A metric score indicating the track's current popularity.explicit: A boolean value indicating if the track contains explicit content.danceability: A measure quantifying how suitable the track is for dancing.energy: A measure of intensity and activity within the song.key: The musical key used in the composition.loudness: The overall volume level, measured in decibels.mode: Indicates whether the scale is Major or Minor.speechiness: The extent to which spoken words are present in the track.acousticness: The likelihood that the track is purely acoustic.instrumentalness: The degree to which the track contains non-vocal elements.liveness: The probability that the track was recorded with a live audience present.valence: A measure of the musical positiveness conveyed by the track.tempo: The speed of the track, expressed as Beats per Minute (BPM).time_signature: The metric notation of the track.featured_artists: Any additional artists listed on the track (50% of records show missing values here).type: The category of release (e.g., Studio Album, Instrumental Album).duration: The length of the song.year: The year of track release.month: The month of track release.day_of_the_week: The day of the week the track was released.
Distribution
The data is typically provided in a CSV file format. The current structure contains 270 valid records across all 26 available columns. The expected update frequency for this specific archive is never.
Usage
This dataset is highly suitable for several analytical applications, including:
- Music Trend Analysis: Tracking how Tyler’s musical style and output have evolved from 2010 to 2024.
- Predictive Modeling: Developing models to forecast the future success or popularity of new tracks based on existing audio features.
- Audio Feature Exploration: Deep dives into the acoustic characteristics that define the unique sound of the artist.
- Sentiment & Mood Analysis: Assessing the emotional tone present across the artist's recorded work.
- Data Visualization Projects: Creating informative charts and visual representations of the artist's musical journey and discography metrics.
Coverage
The data covers tracks released by Tyler, The Creator spanning from April 2010 up through October 2024. The records focus exclusively on the artist’s discography and associated metadata retrieved from Spotify.
License
CC0: Public Domain
Who Can Use It
The dataset is intended for music aficionados, particularly fans of Tyler, The Creator's experimental style, who wish to quantify his musical attributes. It is also ideal for researchers and data analysts looking to study trends in contemporary hip-hop and audio feature correlation, or for data scientists building track popularity prediction tools.
Dataset Name Suggestions
Tyler, The Creator Spotify Music Metrics
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Attributes
Original Data Source: Tyler, The Creator Spotify Music Metrics
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