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Official Lana Del Rey Discography Metadata
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About
A collection of all officially released songs within the Lana Del Rey discography. The material was gathered by scraping the Genius platform, meaning the accuracy of the data is subject to the content available there. This resource provides valuable variables for analysis, including lyrical content, production credits, release dates, and essential popularity metrics like page view counts. The dataset undergoes routine updates every quarter.
Columns
album_title: The title of the album as listed on Genius.album_url: The URL leading to the specific Genius album page.category: The assigned classification for the album or song.album_track_number: The specific track number of the song on its respective album.song_title: The specific title of the song on Genius.song_url: The URL linking directly to the song's Genius page.song_artists: A list detailing the song performers, including any featured artists.song_release_date: The original calendar date the song was released.song_page_views: The recorded count of song page views on Genius.song_lyrics: The lyrical content of the song, structured as a list of lines (broken up by line).song_writers: A list of individuals credited with writing the song.song_producers: A list of individuals credited with producing the track.song_tags: A list of relevant tags assigned to the song by Genius.
Distribution
The dataset is delivered as a CSV file and is structured into 13 distinct columns. This version contains 198 unique records. The data covers a significant time period, with song release dates starting on 21 October 2008 and extending through to 3 July 2024.
Usage
- Exploratory data analysis to determine patterns, such as the artist’s most frequent collaborators or the most/least popular songs in terms of page views.
- Natural Language Processing (NLP) tasks for lyric analysis, including the identification of common words and phrases used in the songs.
- Correlation analysis, for example, exploring potential relationships between collaborators and associated song tags.
- Cross-referencing the song metadata and popularity metrics with external music streaming data sources.
Coverage
The data focuses solely on officially released songs by Lana Del Rey. This includes tracks from her studio albums, tracks from the spoken-word album “Violet Bent Backwards Over The Grass,” songs released as non-album singles, and contributions to soundtracks. It also incorporates officially recorded covers by or featuring the artist and officially released extended versions of songs. This collection prioritises maximum song coverage by choosing deluxe album versions over standard ones. Exclusions are made for duplicate song entries, unreleased or leaked songs, demos, live versions of songs already accounted for, and songs where the artist is credited only for backing or additional vocals.
License
CC BY-SA 4.0
Who Can Use It
- Music Researchers and Academics: Analysing the evolution of the artist's lyrical themes and production teams over time.
- Data Science Practitioners: Developing and testing text mining models using the substantial lyric fields.
- Digital Marketing Teams: Studying song engagement and popularity trends based on the Genius page view statistics.
- Developers: Building applications, visualisations, or interactive tools based on structured discography metadata.
Dataset Name Suggestions
- Lana Del Rey Released Song Discography (Genius Data)
- LDR Song Metrics and Lyric Analysis Data
- Official Lana Del Rey Discography Metadata
Attributes
Original Data Source: Official Lana Del Rey Discography Metadata
QUALITY