Amazon Alexa Reviews Sentiment Analysis

Overview

Build, train, test an AI model to predict the sentiment from thousands of Amazon Alexa reviews. This helps in understading people's feelings about the product

Datasource used: https://www.kaggle.com/datasets/sid321axn/amazon-alexa-reviews

Process Invloved

• Import Libraries and Datasets
• Data Exploration
• WordCloud Plotting
• Data Cleaning
• Count Vectorization (Tokenization)

Techniques Used

Prepared dataset is then used with multiple classification techniques with their classification reports

• Naive Bayes
• Logistic Regression
• GradientBoostingClassifier