Name		Name	Last commit message	Last commit date
parent directory ..
plots		plots
README.md		README.md
bias_in_lexicons.ipynb		bias_in_lexicons.ipynb
bias_in_sentiment_models.ipynb		bias_in_sentiment_models.ipynb
gender_corpus.xlsx		gender_corpus.xlsx
identity_terms.xlsx		identity_terms.xlsx
occupations.xlsx		occupations.xlsx
sample_generator.ipynb		sample_generator.ipynb
test_sentiment_models.ipynb		test_sentiment_models.ipynb
~$gender_corpus.xlsx		~$gender_corpus.xlsx

README.md

Gender Bias in Sentiment Analysis

plots: Various plots created for the thesis.
bias_in_lexicons.ipynb: Exploratory analysis of bias in lexicon-based approaches to sentiment analysis.
bias_in_sentiment_models.ipynb: Main file. Analysis of gender bias in off-the-shelf sentiment analysis models.
gender_corpus.xlsx: The synthetic dataset of neutral sentences used to assess the bias of the models.
identity_terms.xlsx: The identity terms used in the gender corpus.
occupations.xlsx: The occupations used in the gender corpus.
sample_generator.ipynb: The code for generating the gender corpus using the identity terms and occupations.
test_sentiment_models.ipynb: Test loading and using the models.