Testing Rmarkdown with Spotify dataset example
Description
This dataset was reply from the OpenScience Course of the university of Cádiz (Original: https://www.kaggle.com/datasets/leonardopena/top-spotify-songs-from-20102019-by-year/)
Dataset Overview:
The dataset contains 603 records and 15 columns, representing the most successful Spotify songs from 2010 to 2019. It includes song attributes such as tempo, energy, danceability, loudness, and popularity.
Metadata Description:
Column Name Description
Unnamed: 0 An index column (can be ignored).
title The title of the song.
artist The name of the artist who performed the song.
top genre The primary genre of the song.
year The year the song was released.
bpm The beats per minute (tempo) of the song.
nrgy The energy level of the song (0-100), where higher values indicate more energetic songs.
dnce The danceability of the song (0-100), where higher values indicate a more danceable track.
dB The loudness of the song in decibels (dB).
live The liveness score (0-100), indicating the presence of a live audience.
val The valence score (0-100), representing the mood of the song (higher values mean happier and more positive songs).
dur The duration of the song in seconds.
acous The acousticness score (0-100), where higher values indicate a more acoustic sound.
spch The speechiness score (0-100), measuring spoken words in the track.
pop The popularity score (0-100), where higher values indicate a more popular song.
This dataset is useful for analyzing trends in song characteristics over time, such as the evolution of tempo, loudness, and energy levels in popular music.
Files
top10s.csv
Files
(53.2 kB)
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Additional details
Related works
- Is original form of
- Model: https://www.kaggle.com/datasets/leonardopena/top-spotify-songs-from-20102019-by-year/ (URL)
Dates
- Updated
-
2025-02-046/02/2025
Software
- Repository URL
- https://github.com/Ichi91/openScienceUca_test.git
- Programming language
- R
- Development Status
- Active