Sentiment Analysis -- from Scratch to Production (Web API)

It is stated that data scientists spend almost 70% of their time on data cleaning. It is one of the most tedious tasks. The model's performance is directly proportional to how clean your data is. Here cleaning includes removing duplicate data, unnecessary elements, and handling missing data. We will perform a couple of standard cleaning techniques before we preprocess the text.