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Plastic Surgery and Music: Examining Plastic Surgery References in Hit Songs

机译:整形手术和音乐:检查歌曲中的整形手术参考

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摘要

The purpose of this study was to assess the frequency by which plastic surgery-related terms have been included in the lyrics of Western music hits from the 1970s to the present day as a proxy for estimating the cultural impact of plastic surgery. A list of the Billboard Year-End Hot 100 songs from 1968 to 2019 and the Billboard Year-End Hot R&B/Hip-Hop songs from 1970 to 2019 was obtained for a combined total of 8550 songs. Lyrics for each song were extracted via a web-scraping system, and a database of plastic surgery-related terms was developed by our team. Each term was then queried amongst the compiled lyrics data sets, and the total frequency of plastic surgery-related terms per year and per decade was determined. Each term was also examined in its context of usage to validate its relevance to plastic surgery and determine its connotation through sentiment analysis. The frequency of plastic surgery-related terms referenced in the Billboard Year-End Hot 100 and Billboard Year-End Hot R&B/Hip-Hop charts has increased 15-fold from the 1970s (n = 1 song) to 2010s (n = 15 songs). The terms most often mentioned included “doctor,” “silicone,” “plastic,” “surgery,” “nip-tuck,” and “lipo.” Artists who most frequently used plastic surgery-related terms were Kanye West, 2 Chainz, and Nicki Minaj. The current study is the first to evaluate trends in plastic surgery references in music formally. In turn, this study helps further our understanding of the interplay between plastic surgery and popular culture.
机译:本研究的目的是评估与20世纪70年代的西方音乐歌词中包含的整形手术相关术语作为估算整容手术的文化影响的代理人的频率。从1968年到2019年的广告牌年终热量100首歌曲以及1970年至2019年的广告牌年终热门R&B / Hip-Hop歌曲获得了8550首歌曲。每首歌的歌词通过Web刮擦系统提取,并通过我们的团队制定了与整形手术相关的数据库。然后在编译的歌词数据集中查询每个术语,并确定每年的整形手术相关术语的总频率和每十年。还在使用背景下检查每个术语,以验证其与整体手术的相关性,并通过情感分析确定其内涵。在广告牌年终热100和广告牌年终热的R&B / HIP-Hop图表中引用的整形手术相关术语的频率从20世纪70年代(n = 1首歌曲)到2010年增加了15倍(n = 15首歌曲)。最常见的术语包括“医生”,“硅胶”,“塑料”,“手术”,“扼杀,”和“Lipo”。艺术家最常用的整形手术相关术语是Kanye West,2 Chainz和Nicki Minaj。目前的研究是首先评估正式音乐的整容手术参考趋势。反过来,这项研究有助于进一步了解整形外科和流行文化之间的相互作用。

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