Bad Leaders PCA

Visualizing the worst leaders in history

Enter a leader's traits below to find their historical match

Find Your Match

About This Project

This PCA plot visualizes historical leaders based on traits like authoritarianism, corruption, and charisma. The data is synthesized for educational purposes.

How It Works

The plot uses Principal Component Analysis to reduce leader traits into 2D space. When you describe a leader, it finds the closest match in the dataset.