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False News Detector

by sshemanthbollepalli

In this project, we have used various natural language processing techniques and machine learning algorithms to classify fake news articles using sci-kit libraries from python.

Solution Source, Deployment Instructions are not available for this kit.

About Libraries

We Use Jupyter Notebook as the Environment and NumPy for Data Analysis and Exploration and spaCy used for Text Mining,Finally Scikit Learn used for Sentence Embedding

Working of False News Detector

Essentially, Linguistic Cue approaches detect fake news by catching the information manipulators in the writing style of the news content. The main methods that have been implemented under the Linguistic Cue approaches are Data Representation, Deep Syntax, Semantic Analysis, and Sentiment Analysis.
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