Analysis of sentiment by building a logistic regression model to classify movie reviews as either positive or negative. Tokenisation and stemming of words by removing less useful data such as html tags, punctuation and emojis. Term Frequency-Inverse Document Frequency is used to down-weight data that that occur across multiple documents from both classes.