Hit song science: a comprehensive survey and research directions

Seufitelli, Danilo B.; Oliveira, Gabriel P.; Silva, Mariana O.; Scofield, Clarisse; Moro, Mirella M.

doi:10.1080/09298215.2023.2282999

Journal of New Music Research

2023

DOI: 10.1080/09298215.2023.2282999

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Hit song science: a comprehensive survey and research directions

Danilo B. Seufitelli,

Gabriel P. Oliveira,

Mariana O. Silva

et al.

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2024

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Cited by 2 publications

References 67 publications

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What makes a viral song? Unraveling music virality factors

Oliveira,

Couto da Silva,

Moro

2024

ACM Web Science Conference

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What makes a viral song? Unraveling music virality factors

Oliveira,

Couto da Silva,

Moro

2024

ACM Web Science Conference

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Analyzing the temporal relation between virality and success in the Brazilian music market

Oliveira,

Silva,

Moro

2024

Anais Do LI Seminário Integrado De Software E Hardware (SEMISH 2024)

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Content virality on social media platforms is essential to modern digital culture. In music, viral songs often gain widespread attention through catchy melodies, relatable lyrics, and captivating visuals. Indeed, social platforms have reshaped music consumption, with viral trends often leading to mainstream success. This study investigates the relationship between music virality and success in Brazil by analyzing their evolution in streaming platforms over time. Through correlation and Granger Causality analyses, we explore the dynamics between these facets of music popularity. Our results show that virality can be used to forecast future success and vice versa, but this cannot be generalized to all songs. Such findings reinforce the differences between the concepts of virality and success besides their symbiotic relationship driven by social platforms.

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Hit song science: a comprehensive survey and research directions

Cited by 2 publications

References 67 publications

What makes a viral song? Unraveling music virality factors

What makes a viral song? Unraveling music virality factors

Analyzing the temporal relation between virality and success in the Brazilian music market

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