├── .gitignore ├── README.md ├── data └── statements.csv ├── dictionaries ├── LM_Negative.pdf └── LM_Uncertainty.pdf ├── images ├── LDA Theme 1.png ├── LDA Theme 2.png ├── LDA Theme 3.png ├── LDA.jpg ├── LDAProbabilities1.png ├── LDAProbabilities2.png ├── LDAProbabilities3.png ├── NMF Theme 1.png ├── NMF Theme 2.png ├── NMF Theme 3.png ├── NMF.jpg ├── NMFWeights1.png ├── NMFWeights2.png ├── NMFWeights3.png ├── UMassNMF.png ├── bow.jpg ├── document_length.png ├── nmf_lda_coherence.png └── preprocessing.png ├── nlp_fed_statements.ipynb ├── requirements.txt └── results ├── negativity.csv ├── probabilities.csv ├── uncertainty.csv └── weights.csv /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | .ipynb_checkpoints/ 3 | pycon/ 4 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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