Sentiment analysis, commonly referred to as opinion mining, is the systematic identification, extraction, quantification, and study of emotional states and subjective data through the use of natural language processing and text categorization. Sentiment analysis is frequently used in marketing, customer service, clinical medicine, reviews, survey answers, internet and social media, and healthcare materials. This project aims to do sentiment analysis on product evaluations for musical instruments. Online product reviews gathered from "kaggel.com" were the source of the data for this project. With positive results, we anticipate categorising review-level data.