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achrafbalij/Sentiment-Analysis-on-Financial-News

Financial Sentiment Analysis with Naive Bayes, BERT and FinBERT

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README

Sentiment Analysis on Financial News

This is notebook represents an insight on how different the results are between Naive Bayes Classifier, BERT and FinBERT when dealing with Financial News.

Setup and Requirements

Clone this repository: 
$ git clone clone https://github.com/achrafbalij/Sentiment-Analysis-on-Financial-News.git

Data

The Dataset used is a kaggle dataset "FinancialPhraseBank". It contains the sentiments for financial news headlines from the perspective of a retail investor. Here is the link to the dataset: https://www.kaggle.com/datasets/ankurzing/sentiment-analysis-for-financial-news

Results

Contributors

achrafbalij

Issues