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streamlit-application

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Sentiment Scope is a holistic and comprehensive project on sentiment analysis involving understanding of sentiments conveyed through the written text. The project utilizes cutting-edge NLP technologies to perform several phases of sentimental analysis towards identifying the inner meaning of emotion or opinion present in the given text.

  • Updated May 30, 2024
  • Jupyter Notebook
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This repository contains a Streamlit web app designed for fake news detection. Users can input a news article, and the app will predict whether it's real or fake based on its content. It also allows users to choose between different vectorizers (TF-IDF or Bag of Words) and classifiers (Linear SVM or Naive Bayes) to customize the prediction model.

  • Updated Mar 5, 2025
  • Jupyter Notebook

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