fakenews

FakeNews Classification with LSTM and GloVe

Classification of whether the news is fake or real using basic LSTM and GloVe embeddings extracted from twitter

Project_ML.ipynb

Notebook from Google Colab with EDA and the model.

Fake.csv

Fake news dataset

True.csv

Real news dataset

glove.twitter.27B.200d.txt

Text file with GloVe embeddings from twitter

Data and paper links

Fake and Real csvs

https://www.kaggle.com/clmentbisaillon/fake-and-real-news-dataset

glove twitter

https://www.kaggle.com/icw123/glove-twitter

https://nlp.stanford.edu/pubs/glove.pdf