Context I have consolidated the survey results of Deodorants using excel into the Data_train_reduced.csv. Content Data_train_reduced.csv has survey results of 5 deodorants with several information. I have listed some of the key ones below. **Dependent variable** Instant Liking **Independent variables** (some of them) Respondent ID Product ID Where the first few words uttered by the user after using the particular for the first time positive or negative Strength of the Deo (On a scale of 1 to 5) Is the Deo addicitive (On a scale of 1 to 5)