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Portishead Music Analysis Dataset
Entertainment & Media Consumption
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Free
About
This dataset offers detailed information concerning music tracks by the band Portishead. It consists of two distinct parts: a Data Analysis component, which includes features such as danceability, energy, tempo, and release dates, suitable for audio feature analysis and music-related data science; and a Song Lyrics dataset, which provides lyrics along with audio features and metadata. While some tracks may not have associated lyrics data, this collection is valuable for natural language processing (NLP) and generating auto-lyrics in the style of Portishead.
Columns
- track_name: The title of the song.
- album_name: The LP or EP where the song appears.
- release_date: The date the song was released, in YYYY-MM-DD format.
- duration_ms: The duration of the song in milliseconds.
- danceability: A measure indicating how suitable a track is for dancing.
- energy: A measure reflecting the intensity and activity level of a song.
- key: The musical key of the track (ranging from C to B).
- loudness: The overall loudness of the song in decibels.
- mode: The mode of the song (represented as 0 or 1).
- speechiness: A measure of the proportion of spoken words within the song.
Distribution
The dataset is typically provided in a CSV file format, likely split into two distinct datasets as described. Specific numbers for rows or records are not available. The content covers various attributes of music tracks, including musical features and lyrical content.
Usage
This dataset is ideal for:
- Audio feature analysis: Investigating the characteristics of music tracks.
- Music-related data science: Exploring patterns and insights within musical data.
- Natural Language Processing (NLP): Analysing song lyrics.
- Auto-lyrics generation: Developing models to create lyrics in a specific style.
Coverage
The geographic scope of the dataset is global. The time range for the included tracks spans from 1st January 1994 to 23rd May 2010, covering various periods of Portishead's releases. No specific demographic information beyond the band itself is provided.
License
CC-BY-NC
Who Can Use It
- Data Scientists: For conducting audio feature analysis and general music data science projects.
- Music Analysts: To gain insights into Portishead's musical attributes and evolution.
- Researchers: Studying music features, trends, and lyrical analysis.
- AI/Machine Learning Developers: For training models for NLP tasks and auto-lyrics generation.
Dataset Name Suggestions
- Portishead Music Analysis Dataset
- Portishead Track & Lyrics Data
- Portishead Song Attributes
- Portishead Discography Data
- Portishead Audio Features and NLP Dataset
Attributes
Original Data Source: Portishead Songs Dataset
QUALITY