The proposed project deals with using a dataset composed of a set of reviews of products purchased on the well-known Amazon e-commerce in order to be able to explore state-of-the-art topics: in particular, two different text representations have been used in order to develop different models of text classification and topic modelling, offering a final starting point as a hypothetical future development