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Integrated database for economic complexity
We present an integrated database suitable for the investigation of the economic development of countries by using the Economic Fitness and Complexity framework. Firstly, we implement machine learning techniques to reconstruct the export flow of services and we combine them to the export flow of the...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9569334/ https://www.ncbi.nlm.nih.gov/pubmed/36243877 http://dx.doi.org/10.1038/s41597-022-01732-5 |
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author | Patelli, Aurelio Pietronero, Luciano Zaccaria, Andrea |
author_facet | Patelli, Aurelio Pietronero, Luciano Zaccaria, Andrea |
author_sort | Patelli, Aurelio |
collection | PubMed |
description | We present an integrated database suitable for the investigation of the economic development of countries by using the Economic Fitness and Complexity framework. Firstly, we implement machine learning techniques to reconstruct the export flow of services and we combine them to the export flow of the physical goods, generating a complete view of the international market, denoted the Integrated database. Successively, we support the technical quality of the database by computing the main metrics of the Economic Fitness and Complexity framework: (i) we build a statistically validated network of economic activities, where preferred paths of development and clusters of High-Tech industries naturally emerge; (ii) we evaluate the Economic Fitness, an algorithmic assessment of the competitiveness of countries, removing the unexpected misbehaviour of economies under-represented by the sole consideration of the export of the physical goods. |
format | Online Article Text |
id | pubmed-9569334 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-95693342022-10-17 Integrated database for economic complexity Patelli, Aurelio Pietronero, Luciano Zaccaria, Andrea Sci Data Data Descriptor We present an integrated database suitable for the investigation of the economic development of countries by using the Economic Fitness and Complexity framework. Firstly, we implement machine learning techniques to reconstruct the export flow of services and we combine them to the export flow of the physical goods, generating a complete view of the international market, denoted the Integrated database. Successively, we support the technical quality of the database by computing the main metrics of the Economic Fitness and Complexity framework: (i) we build a statistically validated network of economic activities, where preferred paths of development and clusters of High-Tech industries naturally emerge; (ii) we evaluate the Economic Fitness, an algorithmic assessment of the competitiveness of countries, removing the unexpected misbehaviour of economies under-represented by the sole consideration of the export of the physical goods. Nature Publishing Group UK 2022-10-15 /pmc/articles/PMC9569334/ /pubmed/36243877 http://dx.doi.org/10.1038/s41597-022-01732-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor Patelli, Aurelio Pietronero, Luciano Zaccaria, Andrea Integrated database for economic complexity |
title | Integrated database for economic complexity |
title_full | Integrated database for economic complexity |
title_fullStr | Integrated database for economic complexity |
title_full_unstemmed | Integrated database for economic complexity |
title_short | Integrated database for economic complexity |
title_sort | integrated database for economic complexity |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9569334/ https://www.ncbi.nlm.nih.gov/pubmed/36243877 http://dx.doi.org/10.1038/s41597-022-01732-5 |
work_keys_str_mv | AT patelliaurelio integrateddatabaseforeconomiccomplexity AT pietroneroluciano integrateddatabaseforeconomiccomplexity AT zaccariaandrea integrateddatabaseforeconomiccomplexity |