The goal of this project is to practice the data cleaning, data manipulation & data visualization techniques using R.
Sentiment Analysis is a process of extracting opinions that have different polarities. By polarities, we mean positive, negative or neutral. It is also known as opinion mining and polarity detection. With the help of sentiment analysis, you can find out the nature of opinion that is reflected in documents, websites, social media feed, etc. Sentiment Analysis is a type of classification where the data is classified into different classes. These classes can be binary in nature (positive or negative) or, they can have multiple classes (happy, sad, angry, etc.).
- In this project, I have learnt about the concept of sentiment analysis and implemented it over the dataset of Jane Austen’s books.
- first I have perform the data wrangling on the given dataset to make the data in the proper format for analysis.
- After that, create the different visualizations on the sentiment scores to present the findings in the more compelling way.
