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jakub_h

Jakub Habib

Recently Published

The Hidden Architecture of Nations: Uncovering Industrial Capabilities via Market Basket Analysis
This project investigates the structural dependencies governing global economic development. By treating nations as "baskets" of productive capabilities, I applied Unsupervised Machine Learning (Association Rule Learning / Apriori Algorithm) to analyze global trade patterns from 2021.
The Arrows of Change: Evolution of Moral Values (2000-2020)
Project for Unsupervised Learning course. Analysis using MDS and Procrustes method.