A Python GUI app for detecting fake news and analysing sentiment. It allows users to select a text file for analysis and displays the results on the GUI.
To use this app, you will need to install the following python dependencies:
- nltk
- pandas
- PySide6
- scikit_learn
- vaderSentiment
They can be installed by executing the following command in your terminal:
pip install -r requirements.txt
To use the app, follow these steps:
- Launch the app by executing
python main.pyin your terminal. - Click the button with label "Select Article Text File" to select a text file to analyse.
- Click the "Analyse" button to analyse the selected file.
- The results of the analysis will be displayed in the GUI.
- Classification of input text as either "fake" or "real" news
- Analysis of the sentiment of the input text
- User-friendly GUI for easy interaction with the app
- The dataset used for training the machine learning model can be found at: https://github.com/lutzhamel/fake-news.