This document discusses using sentiment analysis and machine learning techniques to analyze political texts in Italian. It summarizes work done with the Manifesto Project dataset of Italian political party manifestos. A proof-of-concept web app was developed that predicts the political views of Italian newspaper articles using a bag-of-words model and sentiment index trained on the manifesto texts. Future work is mentioned to continue expanding this analysis of Italian political texts.