Predicting political orientation with Machine Learning

Note: This is not a political post, and the scientific analysis has been done without any bias. In its last book, the 44th president of the United States Barack Obama shows the America that he was exploring when he became president. He talks about the difficult times he faced and its way to react to the challenging period he was living. I couldn't help but notice that its communication strategy was way different from the one of the 2021 politicians. Of course, social media are game changing in terms of the politicians' communication. Plus, in the era of "Big Data", it is becoming more and more difficult to understand the communications of the political parties as they output a huge quantity of information from their social networks' profiles.