Fake-News-Prediction Using

• Logistic Regression

Necessary Library

• opendatasets
• os
• re
• Pandas
• Numpy
• nltk
• sklearn

Dataset Link

• https://www.kaggle.com/c/fake-news/data?select=train.csv

About Dataset

• train.csv: A full training dataset with the following attributes
• id: unique id for a news article
• title: the title of a news article
• author: author of the news article
• text: the text of the article; could be incomplete
• label: a label that marks the article as potentially unreliable
• 1: unreliable
• 0: reliable

Inspiration

• Build a machine learning Model Which Predict that news has fake or not