
doi: 10.55041/ijsrem57777
Abstract This research examines lifecycle behavior, content maturity patterns, and playlist rotation dynamics within Spain’s Top 50 music streaming ecosystem. Using daily playlist snapshot data, the study evaluates entry dynamics, peak performance behavior, survival duration, and decline patterns of songs. The analysis also investigates differences between explicit and clean content as well as album versus single releases. The objective is to provide lifecycle driven insights that can support strategic release planning, content promotion optimization, and regional audience behavior understanding. Keywords: Music Analytics, Playlist Lifecycle, Streaming Data, Content Maturity, Data Visualization
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