project_PIANO

Python code for thesis, PIANO project The files can be grouped in three parts:

comment-related files: PIANO_feature_comments, PIANO_clustering_comments and PIANO_textual analysis, that create new features for the comments, apply clustering and analyze textual characteristics respectively
PIANO_comment_aggregation: aggregation of comments per users by four aggregation measures (sum, mean, max and min)
user-related files: PIANO_author_label (definition of toxic authors), PIANO_classification_binary and no-toxic (binary classification and explanation, both including and removing toxicity features) PIANO_classification_5_SMOTE and no-toxic (multi-class single label classification and explanation, both including and removing toxicity features)

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
PIANO_author_label.ipynb		PIANO_author_label.ipynb
PIANO_classification_5_SMOTE-notoxic.ipynb		PIANO_classification_5_SMOTE-notoxic.ipynb
PIANO_classification_5_SMOTE.ipynb		PIANO_classification_5_SMOTE.ipynb
PIANO_classification_binary-notoxic.ipynb		PIANO_classification_binary-notoxic.ipynb
PIANO_classification_binary.ipynb		PIANO_classification_binary.ipynb
PIANO_clustering_comments.ipynb		PIANO_clustering_comments.ipynb
PIANO_comment_aggregation.ipynb		PIANO_comment_aggregation.ipynb
PIANO_feature_comments.ipynb		PIANO_feature_comments.ipynb
PIANO_textual_analysis.ipynb		PIANO_textual_analysis.ipynb
README.md		README.md

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