{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T11:41:00Z","timestamp":1761738060615,"version":"build-2065373602"},"reference-count":44,"publisher":"MDPI AG","issue":"11","license":[{"start":{"date-parts":[[2025,10,24]],"date-time":"2025-10-24T00:00:00Z","timestamp":1761264000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computers"],"abstract":"<jats:p>Music plays an increasingly vital role in modern society, becoming a fundamental part of everyday life. Beyond entertainment, it contributes to emotional well-being by helping individuals express their feelings, process emotions, and find comfort during different life moments. This study explores the emotional impact of Ed Sheeran\u2019s lyrics and Sia\u2019s lyrics on listeners. Using an exploratory approach, it applies a text mining tool to extract data, identify key dimensions, and compare thematic elements across both artists\u2019 work. The analysis reveals distinct emotional patterns and thematic contrasts, offering insight into how their lyrics resonate with audiences on a deeper level. These findings enhance our understanding of the emotional power of contemporary music and highlight how lyrical content can shape listeners\u2019 emotional experiences. Moreover, the study demonstrates the value of text mining as a method for examining popular music, providing a new lens through which to explore the connection between music and emotion.<\/jats:p>","DOI":"10.3390\/computers14110460","type":"journal-article","created":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T04:26:29Z","timestamp":1761711989000},"page":"460","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Emotion in Words: The Role of Ed Sheeran and Sia\u2019s Lyrics on the Musical Experience"],"prefix":"10.3390","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-7593-8056","authenticated-orcid":false,"given":"Catarina","family":"Travanca","sequence":"first","affiliation":[{"name":"Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), 1649-026 Lisboa, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-0636-7704","authenticated-orcid":false,"given":"M\u00f3nica","family":"Cruz","sequence":"additional","affiliation":[{"name":"Information Sciences, Technologies and Architecture Research Center (ISTAR-IUL), Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), 1649-026 Lisboa, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8144-4583","authenticated-orcid":false,"given":"Ab\u00edlio","family":"Oliveira","sequence":"additional","affiliation":[{"name":"Information Sciences, Technologies and Architecture Research Center (ISTAR-IUL), Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), 1649-026 Lisboa, Portugal"}]}],"member":"1968","published-online":{"date-parts":[[2025,10,24]]},"reference":[{"key":"ref_1","first-page":"723","article-title":"Music, Definitions of","volume":"Volume 2","author":"Thompson","year":"2014","journal-title":"Music in the Social and Behavioral Sciences: An Encyclopedia"},{"key":"ref_2","first-page":"802","article-title":"Figurative language in song lyrics in ed sheeran\u2019s divide album","volume":"6","author":"Yansyah","year":"2022","journal-title":"Ilmu Budaya J. 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