ANALISIS CLUSTER COVID-19 DI SUMATERA BARAT DENGAN METODE NON-HIRARKI (K-MEANS)

Afridho Afnanda - Universitas Negeri Padang
Arnellis Arnellis - Universitas Negeri Padang

Abstract


COVID-19 has spread and has become a pandemic in almost all of the world, including in Indonesia. In Indonesia, this virus was first announced on March 2, 2020, until March 14 to 27, 2020, a total of 77,261 cases were identified. In an effort to stop the spread of COVID-19, the Indonesian government has made several policies that are expected to suppress the spread of this virus. Cluster analysis is a technical class, used to classify objects or cases into relatively homogeneous (same) groups called clusters. The type of data used is secondary data on COVID-19 in districts/cities of West Sumatra Province obtained from the West Sumatra Provincial Health Office and the COVID-19 task force website, where the data obtained is cumulative data from March 2020 to July 14, 2021. Optimization the number of K clusters using the elbow method to produce K=3, the results of the K-means cluster analysis with the number of K=3 concluded that the distance of members in the cluster is low and the distance between clusters is large

Full Text:

PDF

References


Ariawan, P, W,, Ardana, I, M,, & Sugiarta, I, M, (2017), Paket Aplikasi Statistika,Depok: PT Raja Grafindo Persada,

Charles, E, M, (2015), Penggunaan Analisis Two Step Clustering Untuk Data Campuran, Jdc, 10-11,

Nalim, Y,, & Salafudin, (2012), Statistika Deskriptif,Pekalongan: STAIN Pekalongan Press,

R, R, P,, E, Y, A,, & Sutikno, (2020), Analisis Cluster Virus Corona (COVID-19) di Indonesia pada 2 Maret 2020-12 April 2020 dengan Metode K-Means Clustering, Departemen Statistika, Fakultas Sains dan Analisis Daata, ITS,

Ristyawati, A, (2020), Efektifitas Kebijakan Pembatasan Sosial Berskala Besar Dalam Masa Pandemi Corona Virus 2019 oleh Pemerintah Sesuai Amanat UUD NRI Tahun 1945, Administratif Law & Governance Journal, 240-249,

Santoso, (2010), Statistik Multivariat,Jakarta: Elex Media Komputindo,

Setiati, S, (2020), Epidemiologi Klinik dan Oat Berbasis Bukti, Fakultas Kedokteran Universitas Indonesia, 85-89,

Singgih, S, (2002), Buku Latihan SPSS Statistik Multivariate,Jakarta: PT Elex Komputindo,

Supranto, (2010), Analisis Multivariat arti dan interpretasi,Jakarta: Rineka Cipta,

Suryanto,1998, Metode Statistika Multivariat, Jakarta: Proyek Pengembangan Lembaga Pendidikan Tenaga Kependidikan

Talakua, dkk, 2017, Analisis Cluster Dengan Menggunakan Metode K-Means Untuk Pengelompokan Kabupaten/Kota Di Provinsi Maluku Berdasarkan Indikator Indeks Pembangunan Manusia Tahun 2014, Ambon, Barekeng

Velavan, T, P,, & Meyer, C, G, (2020), The COVID-19 Epidemic, Institute of Tropical Medicine, 278-280,




DOI: http://dx.doi.org/10.24036/unpjomath.v6i3.11818