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arxiv: 1108.2590 · v2 · pith:OX4TAS5Ynew · submitted 2011-08-12 · ⚛️ physics.soc-ph · cs.SI· physics.comp-ph· physics.data-an

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

classification ⚛️ physics.soc-ph cs.SIphysics.comp-phphysics.data-an
keywords countriesproductscountryanalysisclusteringfixpointintroducemethod
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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.

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