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Fake News Detector

Getting started

Clone repo:

git clone https://codefirst.iut.uca.fr/git/PyPloteam/PlotaFakeNews.git

Install requirements using:

pip install -r requirements.txt

Training script

cd src/

python3 main.py

Launch web app

cd src/app/

python3 manage.py runserver

Dataset informations

FakeNews Dataset

title	news_url	source_domain	tweet_num	real
title of the article	URL of the article	web domain where article was posted	number of retweets for this article	1 is real and 0 is fake

(N.B. Italic columns are not used for learning models)

References

• scikit-learn models

• Label encoder with scikit-learn

• Django documentation

• Datas provenance

Authors

LIVET Hugo

DE LA FUENTE Axel

Acknowledgements

Thanks to our professor for his guidance and feedback throughout the development of this project.

• SAMIR Chafik