Countries by Similarity
This post may contain affiliate links. As an Amazon Associate, we earn from qualifying purchases.
The map below shows the similarities between different countries based on various indicators, using the t-SNE machine learning algorithm.
t-SNE is a machine learning algorithm that can visually group similar data points together without knowing anything about the actual data. Think of every country as a data point that has a number of properties, t-SNE will search for local and global similarities between the countries and place closer to each other on this map.

Every bubble is a country representing various indicators, such as Population, GDP, GINI index, Happy Planet Index, etc.
Different colors represent different continents, the size of a bubble is related to the population of its country. You will be able to change this later.