Billboard 200: The Lessons of Musical Success in the U.S.

B. Gourévitch
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Abstract

There has been little quantitative analysis of the successful careers of music artists in the literature given the importance of music in world culture. The Billboard 200 database in the U.S. (BB200, 200 best-selling weekly albums) is freely available for the period 1963–2019, a long period encompassing the entire careers of many musicians. An analysis of this database enabled us to establish some rules of musical success for artists, which are examined in this article. Our results show that the time distribution of success for artists reaching high chart positions follows a Frechet-like distribution, with a decline principally due to the progressively shorter lifespan of successive charted albums from the same artist. We then show that the surmised difficulty of the second album exists. Our findings also confirm that success is more diverse than it was a few decades ago, in the sense that more artists reach the charts every year. Finally, we analyze and model the lifespan of albums in the charts, facilitating the isolation of the contribution of marketing to success and failure and comparisons between albums. The BB200 database provides an interesting point of entry to music data science, music marketing, but also to the more complex related notions of musical quality and creativity.
《公告牌200:美国音乐成功的教训
鉴于音乐在世界文化中的重要性,在文学中很少有对音乐艺术家成功事业的定量分析。美国公告牌200数据库(BB200,每周最畅销的200张专辑)从1963年到2019年免费提供,这段时间涵盖了许多音乐家的整个职业生涯。对这个数据库的分析使我们能够为艺术家建立一些音乐成功的规则,本文将对此进行研究。我们的研究结果表明,达到排行榜高位的艺术家的成功时间分布遵循了类似于弗莱舍的分布,其下降主要是由于同一艺术家的连续上榜专辑的寿命逐渐缩短。然后我们证明了第二张专辑的推测难度是存在的。我们的研究结果还证实,与几十年前相比,现在的成功更加多样化,因为每年都有更多的歌手登上排行榜。最后,我们对榜单上专辑的寿命进行了分析和建模,有助于隔离营销对成功和失败的贡献,并对专辑进行比较。BB200数据库为音乐数据科学、音乐营销以及更复杂的音乐质量和创造力等相关概念提供了一个有趣的入口。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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