Klasterisasi Data Hasil Produksi Pertanian Dan Peternakan Provinsi Nusa Tenggara Timur Menggunakan Metode K-Means

NDASAK, Bruno Ortland (2023) Klasterisasi Data Hasil Produksi Pertanian Dan Peternakan Provinsi Nusa Tenggara Timur Menggunakan Metode K-Means. Undergraduate thesis, Universitas Katolik Widya Mandira Kupang.

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Abstract

Clustering and mapping of agricultural and livestock production by district/city in Nusa Tenggara province has never been carried out. The purpose of the study is to build a system of grouping and mapping districts / cities based on agricultural and livestock production in East Nusa Tenggara (NTT) Province. The grouping method used in this study is the K-Means Clustering method. The data used in this study is data from the Central Statistics Agency of NTT Province, in the form of agricultural and livestock data. The amount of data used is 396 data. Agricultural production data include rice, corn, cassava and livestock production, namely cattle, pigs, and native chickens. In this study, they were grouped into 3 clusters, namely medium production (C1), medium production (C2) and high production (C3). Based on the results of system testing, it shows that the K-Means method applied to the clustering system of agricultural and livestock production can group the level of agricultural and livestock production in East Nusa Tenggara Province.

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