We can think of text regression as a method of using attributes from the text data as a covariate in regression models. There are various fields where we may require regression analysis methods such as predicting salary based on the text where work requirement is mentioned or views on any website based on the content written on the website. The basic difference between text classification and text regression is the target variable.