Countries' economic segmentation using k-means clustering for the year 2021
Joint Authors
Tumashi, Rashid
Shawish, Salwa Nasimah
Ibn Brahim, Suhaylah
Source
Economics Researcher's Journal
Issue
Vol. 9, Issue 1 (31 Dec. 2022), pp.512-528, 17 p.
Publisher
Publication Date
2022-12-31
Country of Publication
Algeria
No. of Pages
17
Main Subjects
Topics
Abstract EN
The wealth of nations was previously measured by the increase in GDP, but after the inclusion of the social and environmental axes in the measurement of sustainable development, this is no longer the case.
this wealth is no longer seen as the sole economic view, but that does not prevent it from remaining the most important axis for measuring the wealth of nations.
the objectives of this study were to : (i) do value-segmentation of countries for economic axis and (ii) classify them based on collected data patterns and give their characteristics.
in this paper, we have summarized the results of the study that aims to break down countries into several distinct groups using data mining clustering algorithms.
this behavioral-based value-segmentation was done using k-means as a data mining clustering algorithm using GDP, GDP per capita, and GDP per area.
this analysis classified countries into five value segments using k-means and selected GDP per capita as the best metric to measure the economic axis.
American Psychological Association (APA)
Ibn Brahim, Suhaylah& Shawish, Salwa Nasimah& Tumashi, Rashid. 2022. Countries' economic segmentation using k-means clustering for the year 2021. Economics Researcher's Journal،Vol. 9, no. 1, pp.512-528.
https://search.emarefa.net/detail/BIM-1467773
Modern Language Association (MLA)
Ibn Brahim, Suhaylah…[et al.]. Countries' economic segmentation using k-means clustering for the year 2021. Economics Researcher's Journal Vol. 9, no. 1 (2022), pp.512-528.
https://search.emarefa.net/detail/BIM-1467773
American Medical Association (AMA)
Ibn Brahim, Suhaylah& Shawish, Salwa Nasimah& Tumashi, Rashid. Countries' economic segmentation using k-means clustering for the year 2021. Economics Researcher's Journal. 2022. Vol. 9, no. 1, pp.512-528.
https://search.emarefa.net/detail/BIM-1467773
Data Type
Journal Articles
Language
English
Notes
Includes appendices : p. 522-528
Record ID
BIM-1467773