Ever since YouTube hid the Dislike feature from viewers, users have tried other ways to assess the general sentiment of the community when opening videos. This program will provide an alternative by displaying the percentage of comments that are very negative, negative, neutral, positive, and very positive.
Just paste your YouTube URL into the textbox and press Go!
This tool is meant for casual use and is not 100% accurate. Not recommended for use cases where accuracy of results is critical.
The AI model was trained on Amazon movie and TV reviews from the dataset Amazon Review Data (2018).
Ni, J., Li, J., & McAuley, J. (n.d.). Justifying recommendations using distantly-labeled reviews and fined-grained aspects. Empirical Methods in Natural Language Processing (EMNLP), 2019
Key Tools: PyTorch, CUDA, JupyterLab, Docker, Transformers, Pandas, NLTK, scikit-learn, PySimpleGUI, Visual Studio Code
Thank you to the developers who made this project possible.
Created by Noël Barron, 2024.