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In this project, the songs' lyrics were analysed by musical genre in recent years and an attempt was made to find out whether there was a relationship between the lyrics, the sentiment and the topic. In addition, a prediction of the music genre was made based on the lyrics.

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fabiopuddu77/Music_lyrics_with_python

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Descrizione script

Ciascuno script è eseguibile singolarmente dal proprio main. Se si preferisce eseguire i codice dall'estrazione dei dati all'ultima analisi, eseguire il file main.py.

Progetto WAAT

Analisi dei testi delle canzioni, popolarità e predizione.

Estrazione dati

Estrarre un campione statisticamente significativo di canzoni con genere|anno|popolarità.

Analisi da effettuare

  • Topic modeling (con LDA) per genere ed evoluzione topic per genere|anno
  • Sentiment Analysis per verificare relazioni tra sentiment|popolarità e sentiment|genere e sentiment|anno
  • Predizione attraverso i testi del genere e del sentiment

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In this project, the songs' lyrics were analysed by musical genre in recent years and an attempt was made to find out whether there was a relationship between the lyrics, the sentiment and the topic. In addition, a prediction of the music genre was made based on the lyrics.

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