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W251-MillionSong

The folder structure for this repository is as follows:

  • Exploration: Contains code for initial exploratory analysis
  • Cassandra_MLlib: Contains code for the initial load and pre-processing of the dataset in Cassandra and MLlib analysis of the data
  • Sentiment_Lexical: Contains code for analysis of the lyrics in terms of sentiment and lexical diversity
  • Clustering: Contains code for the clustering analysis
  • Visualization: Contains added visualizations that were not included in the paper

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Million Song Dataset Analysis

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  • Python 100.0%