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  1. lyrics_analysis lyrics_analysis Public

    Analysis of Billboard Top 100 song lyrics in the US from 1958 - 2021. Sentiment analysis and lexical diversity analysis.

    HTML 15 3

  2. data_volunteering data_volunteering Public

    Code used for data volunteering during UK lockdowns 1 + 2. Data cleaning, visualisation and inferential analysis (logistic and linear regression)

    Jupyter Notebook

  3. fake_news_classifier fake_news_classifier Public

    Fake news classification with Keras: Bi-GRU with SpaCy and custom embeddings

    Jupyter Notebook 1 1

  4. lgbm-music_classifier lgbm-music_classifier Public

    Classifying genres of songs using LightGBM and Optuna

    Jupyter Notebook 2 1

  5. DeepLearning_MovieReviews DeepLearning_MovieReviews Public

    Forked from alberto-agudo/DeepLearning_MovieReviews

    By @louismagowan, @alberto-agudo and Aashrit Ahuja. Sentiment Analysis of Movie Reviews: A Comparison of Deep Learning Architectures and Embeddings

    Jupyter Notebook

  6. cag-equality cag-equality Public

    Repo for code used during MSc thesis in Applied Social Data Science at LSE. Used to analyse Centre Assessment Grades in 2020, investigating bias in teacher grading judgements.

    Python