Sentiment analysis on Amazon product reviews to classify customer feedback and identify product performance trends using NLP techniques.
E-commerce teams need to quickly understand customer sentiment at scale without reading thousands of reviews manually.
- Python (Pandas, Matplotlib, Seaborn, NLP libraries)
- Jupyter Notebook
- Classified reviews into positive, negative, and neutral categories
- Identified top complaint themes and praise patterns
- Analyzed sentiment trends across product categories
pip install pandas matplotlib seaborn nltk jupyter notebook Amazon_Sentiment_Analysis.ipynb