JSTAR
Vol 3 No 01 (2023): Jurnal Statistika Terapan

Identifikasi Karakteristik Desa/Kelurahan Di Provinsi Nusa Tenggara Timur Menggunakan Analisis Gerombol

Andrew Donda Munthe (Badan Pusat Statistik Provinsi Nusa Tenggara Timur)



Article Info

Publish Date
28 Jun 2023

Abstract

Grouping of villages by clustering analysis can result in the identification to the appropriate policy programs to each cluster formed. The clustering algorithm that can be used on mixed variables of village grouping is the Gower Method (Gower’s distance). The purpose of this study is to apply the Gower Method to village clustering in Nusa Tenggara Timur Province based on 13 mixed variables. The data used in this study was sourced from Village Potential Data Collection (PODES) in 2021. The results showed that the optimal cluster that formed from the application of the Gower Method was 3 clusters. The first cluster consisted of 1.063 villages, the second cluster consisted of 870 villages and the third cluster consisted of 1.517 villages. Based on the visualization of the results of the cluster, the area with the highest tendency to development achievement is the village in the third cluster, while the lowest is in the villages of the first cluster members.

Copyrights © 2023






Journal Info

Abbrev

JSTAR

Publisher

Subject

Humanities Computer Science & IT Economics, Econometrics & Finance Social Sciences

Description

Aim: JSTAR studies applied statistics at the regional and national levels of East Nusa Tenggara which are directed to contribute to the government in making regional development policies. JSTAR pays special attention to official and modeling statistics, big data and data mining, and the application ...