Sentiment analysis means extracting, identifying, or classifying sentiment from text using natural language processing. It is also known as opinion mining. If you’re looking for some of the best sentiment analysis project ideas, this article is for you. In this article, I’ll introduce you to some of the best data science project ideas on Sentiment Analysis that you should try.
Data Science Project Ideas on Sentiment Analysis
Product Reviews Sentiment Analysis
Analyzing the sentiments of the reviews for a particular product is nothing but product reviews sentiment analysis. Every product based company and e-commerce platform today wants to know how their customers feel about their product, so they can improve the quality of their product by understanding the need of their customers.
It helps in the long term growth of every product based company and e-commerce platform. So if you are aiming to work at a product-based business or an e-commerce platform, this project is for you. You can find this data science project on product reviews sentiment analysis using Python from here.
Twitter Sentiment Analysis
Twitter is one of those social media platforms where people are free for sharing their opinions about any topic. But, we see some Twitter users spreading hate on Twitter. That is why twitter sentiment analysis is one of the most popular project ideas on sentiment analysis.
You can extract data about the discussion on any topic from twitter and perform sentiment analysis on that data. You can find this data science project on Twitter sentiment analysis using Python from here.
WhatsApp Chat Sentiment Analysis
WhatsApp chat sentiment analysis is also a unique project idea on sentiment analysis. Here you have to collect your WhatsApp chat data with any person or a group, and then after preparing your data, you can perform sentiment analysis on it.
Collecting your WhatsApp chat data is not a difficult task. You can learn about collecting your WhatsApp chat data and performing sentiment analysis on your data using Python from here.
Summary
So these were some of the best data science project ideas on Sentiment Analysis that you should try. Sentiment analysis means extracting, identifying, or classifying sentiment from text using natural language processing. It is also known as opinion mining. I hope you liked this article on data science project ideas on Sentiment Analysis you should try. Feel free to ask valuable questions in the comments section below.
