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All Journal Excellent Jurnal Mirai Management Journal of Economic, Bussines and Accounting (COSTING) JURNAL PENDIDIKAN TAMBUSAI Journal on Education Jurnal Menara Ekonomi : Penelitian dan Kajian Ilmiah Bidang Ekonomi EKONOMI BISNIS Jurnal Sains dan Teknologi JATI (Jurnal Mahasiswa Teknik Informatika) Emerging Markets : Business and Management Studies Journal BUDGETING : Journal of Business, Management and Accounting Jurnal Fokus Manajemen Bisnis PENGARUH SISTEM KEUANGAN DAN KEBIJAKAN MONETER TERHADAP PERTUMBUHAN EKONOMI PADA ERA ORDE BARU DALAM PERSPEKTIF EKONOMI ISLAM Journal of Economics and Business UBS International Journal of Applied Finance and Business Studies Jurnal Ekonomika Dan Bisnis JRAP (Jurnal Riset Akuntansi dan Perpajakan) Jurnal Ekonomika Manajemen Dan Bisnis Indonesia Accounting Research Journal Applied Quantitative Analysis (AQA) Business and Investment Review Jurnal Informatika Ekonomi Bisnis Jurnal Media Akademik (JMA) Sainteks: Jurnal Sain dan Teknik International Journal of Management and Business Applied
Heikal, Jerry
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Religion Humanities Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Physics Social Sciences Other

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Journal : Emerging Markets : Business and Management Studies Journal

 1 
Industry Clustering Model on the Indonesia Stock Exchange in the COVID-19 Pandemic Era Using K-Means Saumananda Suroso, Nurinda; Heikal, Jerry
Emerging Markets : Business and Management Studies Journal Vol. 10 No. 1 (2022)
Publisher : Directorate of Academic Research and Community Services

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33555/embm.v10i1.202

Abstract

The COVID-19 pandemic has greatly affected the sustainability of large and small businesses around the world. The government of the capital city of DKI Jakarta implemented a special policy by announcing the implementation of Large-Scale Social Restrictions or PSBB starting April 2020 to tackle the spread of COVID-19. Given the situation in the year 2020, this study was conducted to determine whether Covid-19 has an impact on industries listed in Indonesia Stock Exchange (IDX) based on the 2020 financial report. This quantitative study uses the K-Means Clustering algorithm to group similar industries based on its Debt to Equity Ratio, Operating Profit Margin, and Sales Growth. Data is processed using Python with Anaconda and Jupyter Notebook as the IDE platform. From 50 industries that were sampled, 8 industries were very negatively affected, 3 industries were negatively affected, 28 industries were neutrally affected, 10 industries were positively affected, and 1 industry was very positively affected.
Co-Authors Aldyah, Tika Alghifari Suhardi, Fitra Ali Wafa Amelia, Dona Andi Saputro Arda, Edvidel Ardiansyah, Giri Teguh Arthanugraha, Adam Awalludin Awalludin, Awalludin Ayu Pradina, Dinda Azkia, Nayla Azwar , Tasrika Azwar, Meiriza Azwar, Tasrika Azzuhri, Muhammad Basyar Chandra, Jon Hendra Saputra Chitra, Jimmi Darma Tenaya, I Putu Risky Daswirman, Daswirman Daulay, Risma Yanti Desmalina, Desmalina Devi, Rizky Feliana Dilla Sistesya Dwi Ramadona, Dasatry Elfira, Renti Fadhilah, Savira Maghfiratul Fahrizal, Rama Rizqullah Fajarini, Nurfahma Ferli, Isfan Fitria, Yossa Gandhi, Ayu Gelvi, Gelvi Givianty, Vasya Theodora Gusmeri, Gusmeri Hanifeliza, Rury Harsemarozi, Harsemarozi Hasibuan, Muhammad Satir Humaira, Putri Syifa Julian, Ahmad Kamaratih F, Yositalida Kettipusem, Sri Polya Kevry Ramdany Kurniawan, Haby Kurniawati, Yuni Mangkuto, Shidiq Umar Muzakkar, Milastri Nazmi, Fittria Ningsih, Andria Nisa, Khairi Nugrahmi, Lidya Nugroho, Septiadi Nugroho, Yusuf Wahyu Oki, Helzulmita Oktarini, Dwi Indah Pangestuti, Intan Passalaras, Raja Aulia Perdhana, Rizkita Bagus Pradina, Dinda Ayu Pratiwi Pratiwi Putra, Rahmad Yunendri Putri, Annisa Nurwanda Putri, Juandela Herina Putri, Maya Seruni Rahmawati, Nurmalinda Ramadhan, Andi Ramadhan, Yufiansyah Wahyu Safangati, Ainun Santosa, Suhari Saputra, Tubagus Chandra Saumananda Suroso, Nurinda Siswanto, Fajar Hartanto Sri Nugroho, Amanda Sugino, Agus Suhardi, Fitra Alghifari Syafer, Erdimen Syarrah, Ira Siti Syawaldi Afwan, Ahmad Waskita, Raden Maart Adi Wicaksono, Muhammad Haston Samudra Zulfahmi, Muhammad Riko Yohansyah