GitHub - hamdii02/Fake-Tweets-Detection: This application serves to scrape tweets about a given subject in real time. Then, each Tweet text is analyzed using Natural Language Processing to detect whether the news are real or fake based on several features. Finally, the results are visualized in a graph and a pie chart.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
catboost_info		catboost_info
ExtractTweets-checkpoint.ipynb		ExtractTweets-checkpoint.ipynb
FinalDS_AdditionalFeatures.csv		FinalDS_AdditionalFeatures.csv
FinalDataSet.csv		FinalDataSet.csv
Graphs-checkpoint.ipynb		Graphs-checkpoint.ipynb
app.py		app.py
catboost_model.sav		catboost_model.sav
cleaned_dataser.csv		cleaned_dataser.csv
emoticons.txt		emoticons.txt
environment.yml		environment.yml
model.ipynb		model.ipynb
requirements.txt		requirements.txt
scrapping.ipynb		scrapping.ipynb
tweets.csv		tweets.csv

About

This application serves to scrape tweets about a given subject in real time. Then, each Tweet text is analyzed using Natural Language Processing to detect whether the news are real or fake based on several features. Finally, the results are visualized in a graph and a pie chart.