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osamaahmed17 / descriptive-analysis-on-fake-news Goto Github PK
View Code? Open in Web Editor NEWFake news data downloaded from Kaggle regarding fake news. Applied pre-processing steps on the textual columns such as stopwords removal, tokenization, lemmatization, etc. Performed EDA on the dataset such as Emotion detection, Hate Speech detection, frequency of words, bi-grams, etc and applied BERT model for word embedding.Used BERT embeddings to visualize it through T-SNE plot.