YouTube Comment Sentiment Analysis with DistilBERT | NLP using Hugging Face Transformers
Автор: KindaStory
Загружено: 2025-04-19
Просмотров: 54
Описание:
This notebook demonstrates how to perform sentiment analysis on YouTube comments using the DistilBERT transformer model from Hugging Face. It walks through the complete NLP pipeline—from data preprocessing and tokenization to model training, evaluation, and predictions.
🔍 Key Highlights:
Uses DistilBERT, a lighter and faster version of BERT
Built using PyTorch and Hugging Face Transformers
Includes data cleaning and exploratory data analysis (EDA)
Classifies comments into positive, negative, and neutral sentiments
Visualization of results for better interpretation
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