Machine Learning — Democracy Index —

Machine Learning Democracy Index

Machine Learning Democracy Index

We present democracy indices for 186 countries and the period from 1919 to 2019. To create these indices, we use a Machine Learning tool for pattern recognition, known as Support Vector Machines (SVM). The main advantage of our approach is that we can avoid simplistic assumptions about the functional relationship between the regime characteristics and the level of democracy. Our research suggests that this methodological innovation greatly improves the measurement of democracy.


Key features: