Philippe's data science adventures
AboutProjects
  • Mar 25, 2022

    Twenty years of pollen levels in Eugene, OR

    A quick analysis trends in pollen count data
  • Mar 24, 2022

    Analysis of Heavy Metal Lyrics - Part 5: Multi-label genre classification with bag-of-words models

    Designing and testing machine learning models for lyrics-based multi-label genre classification
  • Mar 24, 2022

    Analysis of Heavy Metal Lyrics - Part 4: Network Graphs

    Clustering and graphing based on genre association and lyrical similarity.
  • Mar 22, 2022

    Analysis of Heavy Metal Lyrics - Part 3: Word Clouds

    Word cloud graphics for the most popular genres and bands.
  • Mar 22, 2022

    Analysis of Heavy Metal Lyrics - Part 2: Lexical Diversity

    Comparison of lexical diversity measures and what they tell us about artists and genres.
  • Mar 21, 2022

    Analysis of Heavy Metal Lyrics - Part 1: Overview

    A quantitative overview of the vocabulary of heavy metal lyrics extracted from DarkLyrics.
  • Mar 18, 2022

    Reviews of Heavy Metal Albums - Part 2: Review Score Prediction

    Predicting review scores from text using a convolutional neural network and GloVe word embeddings.
  • Mar 18, 2022

    Reviews of Heavy Metal Albums - Part 1: Exploratory Analysis

    A data-driven discussion of the history and global demographics of the heavy metal music industry and its many genres, leveraging statistical information extracted from album reviews on Metal-Archives.

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A home for my personal data science, machine learning, and other programming projects.