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nlp_financial_sentiment

Final project for LIN 373 Class by Dr. Jessy Li.

You will need the following python libraries to run. Requirments:

  • pandas
  • math
  • numpy
  • pandas
  • sklearn
  • nltk
  • gensim
  • spacy
  • transformers
  • datasets
  • tqdm
  • yfinance

The code was ran on Python 3.9. No Running guaratess for lower version. All packages were installed latest versions from pip.

There are two Jupyter notebooks. w2v_and_RQ1.ipynb runs code for RQ1, and the W2V part of RQ2. FinBERT.ipynb runs the BERT part of RQ2. The other two python files are data functionality.

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