Evolução temática das letras de músicas populares da BILLBOARD: Uma analise de modelagem de tópico

Abstract

Song lyrics are essential for connecting artists and listeners, reflecting cultural trends and social concerns. Analyzing themes provides insights into di_erent eras and contexto for songwriters and music professionals. Understanding the evolution of themes is crucial for adapting compositions to audience preferences and exploring new narratives. Topic Modeling emerges as an e_ective solution for large-scale analysis of lyrics. Billboard, as a primary source in the music industry, offers valuable context by highlighting influential songs and artists. This study proposes to explore the thematic evolution of popular Billboard song lyrics through topic modeling, identifying trends and changes over time for a deeper understanding of social and cultural concerns.