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All Journal Jurnal Buana Informatika JUTI: Jurnal Ilmiah Teknologi Informasi Telematika Seminar Nasional Informatika (SEMNASIF) Sistemasi: Jurnal Sistem Informasi Matrik : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) Progresif: Jurnal Ilmiah Komputer PROGRES PENDIDIKAN Universitas Muhammadiyah Yogyakarta Undergraduate Conference Proceeding Jurnal INFOTEL
Vynska Amalia Permadi
Universitas Pembangunan Nasional Veteran Yogyakarta
Agriculture, Biological Sciences & Forestry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Library & Information Science Mathematics Physics Public Health Social Sciences Other

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Journal : PROGRES PENDIDIKAN

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K-MEANS AND ELBOW METHOD FOR CLUSTER ANALYSIS OF ELEMENTARY SCHOOL DATA Vynska Amalia Permadi; Sylvert Prian Tahalea; Riza Prapascatama Agusdin
PROGRES PENDIDIKAN Vol. 4 No. 1 (2023): January 2023
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/prospek.v4i1.328

Abstract

This research was conducted to find the groups of elementary schools in the Special Capital Region of Jakarta, also known as DKI Jakarta. Elementary school data were selected because it is the first stage of formal education in Indonesia. This research used K-means clustering with the elbow method to determine optimal cluster numbers. The optimal cluster number is three with Cluster 2 having the most members, followed by Cluster 1 and Cluster 0. The data distribution of Cluster 2 shows that the second-most student body and public schools located in East and West Jakarta have an adequate student-to-teacher ratio based on Article 17 of Government Regulation 74, 2008.
Co-Authors Agusdin, Riza Prapascatama Alfriska Deviane Puspita Aliza Hanum Anggani Asep Saepudin Dian Indri Purnamasari Edwina Ayu Christy Frans Richard Kodong Herlina Jayadianti Juwairiah Juwairiah Mangaras Yanu Florestiyanto Muhamad Azam Fuadi Partoyo Partoyo Rezky Putratama Raharjo Santosa, Budi Santoso, Bagus Jati Sylvert Prian Tahalea Tahalea, Sylvert Prian Tohari Ahmad Wilis Kaswidjanti