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fake_news_detection's Introduction

Fake News📰 Classification WebApp using Python

forthebadge made-with-python
Python 3.6

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See the Tutorial of this Project

Usage:-

  • Clone my repository.
  • Open CMD in working directory.
  • Run pip install -r requirements.txt
  • Open project in any IDE(Pycharm or VSCode)
  • Run Fake_News_Det.py, go to the http://127.0.0.1:5000/
  • If you want to build your model with the some changes, you can check the Fake_News_Detection.ipynb.
  • You can check web app is working fine. Sometimes predictions may be wrong.

Screenshots

Note

  • This project is just for learning purpose, don't think, it can do work in real time, because model was trained on historic & limited data.
  • For real time building of this kind of system, we need updated dataset and we need to build a model in particular interval of time, because news data can be updated in seconds, so our model should be also updated with the data.

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fake_news_detection's People

Contributors

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