fanfiction-semantics

Scripts to accompany the Master thesis "Fanfiction Semantics - A Quantitative Analysis of Sensitive Topics in German Fanfiction"

6.1 Segmentation of Corpus and Distribution of Age Restriction and Genre.ipynb: performing descriptive statistics on fanfiktion.de metadata
6.2 Excursion Tags on AO3.ipynb: performing descriptive statistics on AO3 metadata
7.1 Creation of Word Embedding Models.ipynb: creating word2vec models
7.2 Keyword Analysis.ipynb: visualizing keywords in word2vec models
7.3 Word Embedding Model Based Sentiment Analysis A.ipynb: creating data frame with word frequencies for word embedding based sentiment analysis
7.3 Word Embedding Model Based Sentiment Analysis B.ipynb: defining sentiment clusters in word embedding models for word embedding based sentiment analysis
7.3 Word Embedding Model Based Sentiment Analysis C.ipynb: visualizing sentiment for keywords using word embedding based sentiment analysis

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
results		results
6.1 Segmentation of Corpus and Distribution of Age Restriction and Genre.ipynb		6.1 Segmentation of Corpus and Distribution of Age Restriction and Genre.ipynb
6.2 Excursion Tags on AO3.ipynb		6.2 Excursion Tags on AO3.ipynb
7.1 Creation of Word Embedding Models.ipynb		7.1 Creation of Word Embedding Models.ipynb
7.2 Keyword Analysis.ipynb		7.2 Keyword Analysis.ipynb
7.3 Word Embedding Model Based Sentiment Analysis A.ipynb		7.3 Word Embedding Model Based Sentiment Analysis A.ipynb
7.3 Word Embedding Model based Sentiment Analysis B.ipynb		7.3 Word Embedding Model based Sentiment Analysis B.ipynb
7.3 Word Embedding Model based Sentiment Analysis C.ipynb		7.3 Word Embedding Model based Sentiment Analysis C.ipynb
README.md		README.md

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