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May 4, 2018 · This project demonstrated the possibility of predicting music hotness, identified trends in popular music, and developed feature extraction tools using Spotify’s API. XGBoost provided the best predictions on the training model, with an AUC score of 0.68.
- Predicting Popularity on Spotify
What the hell is popularity in music, how do I become...
- Predicting Popularity on Spotify
May 8, 2020 · My failed choices left me seeking to understand if song popularity can be predicted and what that looks like. And so my quest to build a prediction model for song popularity began…
Nov 1, 2023 · This study explores the field of music popularity predictive modeling using the cutting-edge algorithms XGBoost and LightGBM. Predictive models developed by the study using a large dataset that...
Jun 25, 2021 · What the hell is popularity in music, how do I become famous, and other gnawing existential predicaments. For my data science capstone project (shoutout to General Assembly) I was interested in finding out a bit more on how Spotify understands ‘popularity’.
Jul 27, 2023 · This study contributes to the scientific literature on hit songs by examining the influence of audio features on a song's popularity using both classification and regression machine learning methods, with an emphasis on Indonesia based on consumer culture theory. Keywords:
Mar 1, 2024 · This study aims to explore the predictive power of various machine learning models in forecasting song popularity using a dataset comprising 30,000 songs spanning different genres from 1957 to 2020.
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What is music popularity predictive modeling?
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Can machine learning predict how popular a song will be?
Sep 25, 2019 · Most streaming platforms provide tools to assess the popularity of a song in the forms of scores and rankings. In this paper, we address two issues related to song popularity. First, we...
