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Diurnal fluctuations in musical preference
The rhythm of human life is governed by diurnal cycles, as a result of endogenous circadian processes evolved to maximize biological fitness. Even complex aspects of daily life, such as affective states, exhibit systematic diurnal patterns which in turn influence behaviour. As a result, previous res...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8580447/ https://www.ncbi.nlm.nih.gov/pubmed/34804568 http://dx.doi.org/10.1098/rsos.210885 |
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author | Heggli, Ole Adrian Stupacher, Jan Vuust, Peter |
author_facet | Heggli, Ole Adrian Stupacher, Jan Vuust, Peter |
author_sort | Heggli, Ole Adrian |
collection | PubMed |
description | The rhythm of human life is governed by diurnal cycles, as a result of endogenous circadian processes evolved to maximize biological fitness. Even complex aspects of daily life, such as affective states, exhibit systematic diurnal patterns which in turn influence behaviour. As a result, previous research has identified population-level diurnal patterns in affective preference for music. By analysing audio features from over two billion music streaming events on Spotify, we find that the music people listen to divides into five distinct time blocks corresponding to morning, afternoon, evening, night and late night/early morning. By integrating an artificial neural network with Spotify's API, we show a general awareness of diurnal preference in playlists, which is not present to the same extent for individual tracks. Our results demonstrate how music intertwines with our daily lives and highlight how even something as individual as musical preference is influenced by underlying diurnal patterns. |
format | Online Article Text |
id | pubmed-8580447 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-85804472021-11-19 Diurnal fluctuations in musical preference Heggli, Ole Adrian Stupacher, Jan Vuust, Peter R Soc Open Sci Psychology and Cognitive Neuroscience The rhythm of human life is governed by diurnal cycles, as a result of endogenous circadian processes evolved to maximize biological fitness. Even complex aspects of daily life, such as affective states, exhibit systematic diurnal patterns which in turn influence behaviour. As a result, previous research has identified population-level diurnal patterns in affective preference for music. By analysing audio features from over two billion music streaming events on Spotify, we find that the music people listen to divides into five distinct time blocks corresponding to morning, afternoon, evening, night and late night/early morning. By integrating an artificial neural network with Spotify's API, we show a general awareness of diurnal preference in playlists, which is not present to the same extent for individual tracks. Our results demonstrate how music intertwines with our daily lives and highlight how even something as individual as musical preference is influenced by underlying diurnal patterns. The Royal Society 2021-11-10 /pmc/articles/PMC8580447/ /pubmed/34804568 http://dx.doi.org/10.1098/rsos.210885 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Psychology and Cognitive Neuroscience Heggli, Ole Adrian Stupacher, Jan Vuust, Peter Diurnal fluctuations in musical preference |
title | Diurnal fluctuations in musical preference |
title_full | Diurnal fluctuations in musical preference |
title_fullStr | Diurnal fluctuations in musical preference |
title_full_unstemmed | Diurnal fluctuations in musical preference |
title_short | Diurnal fluctuations in musical preference |
title_sort | diurnal fluctuations in musical preference |
topic | Psychology and Cognitive Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8580447/ https://www.ncbi.nlm.nih.gov/pubmed/34804568 http://dx.doi.org/10.1098/rsos.210885 |
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