Datasets:
Feedback and use cases for this dataset
Hi everyone!
This dataset has been downloaded over 3,000 times, which I really didn’t anticipate and is great to see. It’s a relatively big dataset with over 1 million rows and a size of around 300 MB.
The reason I curated this dataset is that I have a full-stack application called YouTube AI Analyzer, which has a feature to provide sentiment analysis of video comments. When I looked for pretrained sentiment models specifically for YouTube comments, I couldn’t find any reliable ones. Most available sentiment models were trained on tweets or other text, which don’t capture the tone and nuances of YouTube comments. Also, there wasn’t any large-scale labeled dataset of YouTube comments available — so I decided to create one.
You can also check out the code I used to curate this dataset here.
I’d love to hear about your experience with the dataset:
- What task or project are you using it for?
- How has it worked for you so far?
- Any feedback, suggestions, or issues you’ve noticed?
Your input would be really helpful for understanding how the dataset is being used and guiding future improvements.
Thanks for checking it out and sharing your experience!
Hi AmaanP314,
Thank you for creating this dataset. I'm using it for a term paper but I don't know how to cite it. I am a linguist and this whole website looks a lot of details to me 😀 . Would you please provide me with the proper APA citation? thanks
Thanks for using the dataset, really glad to hear it's helping with your term paper!
You can cite it like this in your paper:
Amaan Poonawala (2025). YouTube Comment Sentiment Dataset (1M+ labeled comments) [Data set]. Hugging Face. https://huggingface.co/datasets/AmaanP314/youtube-comment-sentiment
This should work fine for most use cases. Let me know if you need anything else 🙂
Also just out of curiosity, what level is your term paper for?