This repository contains the data and code for the sentiment analysis and topic modeling of tweets about ChatGPT cybersecurity. The project aims to analyze the sentiments of ChatGPT users in the field of cybersecurity. Two sentiment models including the VADER and roBERTa are explored in the project. We extracted relevant topics that aim to help us understand the sentiments using the LDA model. To execute the code, you will need to obtain the tweets using the appropiate API. The SNScrape api was used for this research.
Perform the preliminary analysis to obtain the dataset in the required format
Extract the topics necessary for the Topic modeling
Perform sentiment analysis on the tweets using either the original tweets or the topics extracted from the previous stage
Analyze the results using graphs \
#roBERTa