NewsDetection

Fake news detection by using NLP.

You can access dataset from this link: https://drive.google.com/file/d/128LaU0mZQ8jkM9CwIEbjw2p_JWCb7NPY/view?usp=drive_link

Used Libraries

• Pandas
• Seaborn
• Re (regular expression)
• Nltk (PorterStemmer and stopwords modules used)
• Scikit Learn (sklearn.feature_extraction.text and CountVectorizer)
• Naive Bayes and Passive Aggressive Classifier implemented

Here are some outputs about the model

• Naive Bayes CM

• Passive Aggressive Classifier CM