/NLTK

A program designed to detect emotion using text.

Primary LanguageJupyter Notebook

NLTK Emotion Detector

Aim: To create a Twitter bot in python for detecting the emotions of tweets.

Overview

  • This is an unfinished project for detecting the emotion of text using the NLP in python.
  • After completion, this will be used with Twitter for detecting the emotions in a tweet and tweeting in response.

Installation

  • requirements.txt will be provided very soon.
  • Just connect to the kernel and run it all in the notebook.

Some execution details and help is written in markdown.

Stages

  • Twitter bot for storing trending tweets.

    • We have accomplished this step by requesting developer access to Twitter's API and using the Snscraper library. In total, we have 100,000 tweets with "#chatgpt" to work with.

  • A Program designed to detect emotions in tweets that have been stored.

  • Generating data and also tweeting a quote in the thread.

Contribution

  • Feel free to test this code and work on it.
  • Waiting for PR.