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lyrics_analysis
lyrics_analysis PublicAnalysis of Billboard Top 100 song lyrics in the US from 1958 - 2021. Sentiment analysis and lexical diversity analysis.
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data_volunteering
data_volunteering PublicCode used for data volunteering during UK lockdowns 1 + 2. Data cleaning, visualisation and inferential analysis (logistic and linear regression)
Jupyter Notebook
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fake_news_classifier
fake_news_classifier PublicFake news classification with Keras: Bi-GRU with SpaCy and custom embeddings
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lgbm-music_classifier
lgbm-music_classifier PublicClassifying genres of songs using LightGBM and Optuna
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DeepLearning_MovieReviews
DeepLearning_MovieReviews PublicForked 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
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cag-equality
cag-equality PublicRepo 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
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