A network analysis of countries' export flows: firm grounds for the building blocks of the economy

PLoS One. 2012;7(10):e47278. doi: 10.1371/journal.pone.0047278. Epub 2012 Oct 19.

Abstract

In this paper we analyze the bipartite network of countries and products from UN data on country production. We define the country-country and product-product projected networks and introduce a novel method of filtering information based on elements' similarity. As a result we find that country clustering reveals unexpected socio-geographic links among the most competing countries. On the same footings the products clustering can be efficiently used for a bottom-up classification of produced goods. Furthermore we mathematically reformulate the "reflections method" introduced by Hidalgo and Hausmann as a fixpoint problem; such formulation highlights some conceptual weaknesses of the approach. To overcome such an issue, we introduce an alternative methodology (based on biased Markov chains) that allows to rank countries in a conceptually consistent way. Our analysis uncovers a strong non-linear interaction between the diversification of a country and the ubiquity of its products, thus suggesting the possible need of moving towards more efficient and direct non-linear fixpoint algorithms to rank countries and products in the global market.

Publication types

  • Research Support, Non-U.S. Gov't

Grants and funding

Supporting Grant: EU Future and Emerging Technologies (FET) Open project FOC nr.255987. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.