Fack news Fake News📰 Classification WebApp using Python forthebadge made-with-python
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 project.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. About
Fake News Classification WebApp using Flask & Python
Resources
- Python 3.7
- jupyter
- Flask
- BeautifulSoup And some of the libraries like
- sklearn
- re
- Pandas
- Numpy
- Requests
- Nltk
- Seaborn
- wordcloud
- Matplotlib.pyplot as plt
using this website i did the web scraping
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