“…In a different research [7], the authors state that the process of sentiment analysis entails determining the predominant emotion in a given text, which 1 https://www.kaggle.com/datasets/cryptexcode/sentnob-sentimentanalysis-in-noisy-bangla-texts?resource=download is often characterized as a categorical variable with three possible values: positive, negative, and neutral. The text data for the sentiment analysis task can be gathered from a [14] variety of sources, including social media (e.g., Facebook, Twitter, Instagram, LinkedIn), various product review websites (e.g., Amazon), blogs, news articles and comments on them, YouTube comments, movie review websites (e.g., Yelp, IMDB, Rotten Tomatoes), online forum discussions, emails, customer satisfaction surveys, and more.…”