https://github.com/bondeabhijeet/fakenewsbot

https://github.com/bondeabhijeet/fakenewsbot

fake-news fake-news-dataset fake-news-detection telegram-bot telegram-bot-api

Last synced: 14 days ago
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• Host: GitHub
• URL: https://github.com/bondeabhijeet/fakenewsbot
• Owner: bondeabhijeet
• Created: 2022-09-19T05:58:26.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2024-06-27T16:54:50.000Z (over 1 year ago)
• Last Synced: 2025-04-07T16:42:01.033Z (7 months ago)
• Topics: fake-news, fake-news-dataset, fake-news-detection, telegram-bot, telegram-bot-api
• Language: Jupyter Notebook
• Homepage:
• Size: 36.6 MB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# FakeNewsBot

[![FakeNewsBot Banner](https://raw.githubusercontent.com/bondeabhijeet/FakeNewsBot/main/FakeNewsBot.png)](https://github.com/bondeabhijeet/FakeNewsBot)

# Want to deploy this bot yourself?

- Recommended operating system


   ```Linux distribution```

   

- Cloning this repo

  ```

  git clone https://github.com/bondeabhijeet/FakeNewsBot.git

  ```

- Navigating inside the repo

  ```

  cd FakeNewsBot

  ```

- Download the dataset from the link given below


 

[![Dataset Banner](https://raw.githubusercontent.com/bondeabhijeet/FakeNewsBot/main/download.png)](https://drive.google.com/file/d/1hns-QpxFzxdKO6SVmm2oHG3y-Aruck20/view?usp=sharing)

- Paste the file (train.csv) in the following path

  ```

  ./FakeNewsBot/BotModules

  ```

- ## config.json file

     append all the details in this file according to the fields.

   - **API_KEY** : The token you recieve from [@BotFather](https://telegram.me/BotFather) to access the HTTP API. If you are using environment variable then leave this field to default.

   - **COMMANDS** : All the commands on which the bot will work on.

     + **Help** : The command to get the help message [Default = help].

     + **News** : The command to get the prediction for a news [Default = news].

   - **Deploy** : 

   ``` [0] : to get bot token from config.json file [1] : to get the bot token from the os.environ (environment variable)```

- Run the bot

  ```

  bash RUN_BOT.sh

  ```

  -  _By running this command, all the requirements will be installed on the system (including dependencies). *Details of the installation will be printed on the         screen as well as start the bot_

- Manual installation (if the above method doesn't work)

  - Installing the requirements (linux utilities as well as python libraries)

  ```

  bash requirements.sh

  ```

  _All the requirements details are stored in "./FakeNewsBot/requirements_src" folder_

  - Running the bot

  ```

  python3 main.py

  ```

- Download the report from the link given below


 

[![Dataset Banner](https://raw.githubusercontent.com/bondeabhijeet/FakeNewsBot/main/download.png)](https://github.com/bondeabhijeet/FakeNewsBot/raw/main/FAKE%20NEWS%20DETECTION%20REPORT.docx)