Analysis of Trends and Profitability Growth Opportunities of the VTuber Industry Using Exploratory Data Analysis (EDA) Methodology

Authors

  • Ananda Aulia Universitas Pembangunan Panca Budi
  • Muhammad Iqbal Universitas Pembangunan Panca Budi

Keywords:

Data Mining,, VTuber , Super Chat, EDA

Abstract

The VTuber industry has experienced significant growth in recent years, with VTubers as virtual influencers engaging with global audiences through live streaming and content creation. However, the financial performance of this industry remains underexplored. By applying EDA, this research investigates the key factors influencing the profitability of VTubers, including audience engagement, monetization strategies, and content diversity. The analysis is conducted using data collected from various VTuber channels, including viewer statistics, revenue streams (such as Super Chats, merchandise, and sponsorships), and social media metrics.

The EDA methodology proves to be effective in providing valuable insights into patterns and relationships between variables affecting profitability in this industry. Through data visualization and descriptive statistical analysis, EDA identifies factors contributing to VTuber performance, such as audience interaction levels and monetization success. The findings demonstrate that EDA offers a clear overview of trends and growth opportunities within the VTuber industry, helping content creators, investors, and industry stakeholders make more strategic, data-driven decisions.

References

F. Khatami, “PENGEMBANGAN MEDIA VTUBER DAN IMPLEMENTASI DALAM PEMBELAJARAN BAHASA Indonesia,” 2023.

M. Reyus Liman Prodi Perhotelan and S. Yapari Bandung, “Pengaruh Hololive Indonesia dalam Memperkenalkan Bahasa Indonesia Kepada Penonton Internasional,” vol. 1, no. 2, 2023.

R. A. Putra, “Analisa Media Siber pada Tayangan Langsung Virtual Youtube Mythia Batford,” Jurnal Bisnis dan Komunikasi Digital, vol. 1, no. 1, p. 13, Nov. 2023, doi: 10.47134/jbkd.v1i1.1914.

S. Bermúdez Badia, I. Kuramoto, and H. Sakuma, “YouTubers vs. VTubers: Persuasiveness of human and virtual presenters in promotional videos,” Mar. 2023.

I. Griha Tofik Isa, Z. Zulkarnaini, L. Novianti, F. Elfaladonna, and S. Agustri, “Exploratory Data Analysis (EDA) dalam Dataset Penerimaan Mahasiswa Baru Universitas XYZ Palembang,” Smart Comp: Jurnalnya Orang Pintar Komputer, vol. 12, no. 3, 2023, doi: 10.30591/smartcomp.v12i3.4125.

I. Hidayat, A. I. Tolago, R. D. R. Dako, and J. Ilham, “Analisis Data Eksploratif Capaian Indikator Kinerja Utama 3 Fakultas Teknik,” Jambura Journal of Electrical and Electronics Engineering, vol. 5, no. 2, 2023, doi: 10.37905/jjeee.v5i2.18397.

A. M. Husein, F. R. Lubis, and M. K. Harahap, “Analisis Prediktif untuk Keputusan Bisnis : Peramalan Penjualan,” Data Sciences Indonesia (DSI), vol. 1, no. 1, 2021, doi: 10.47709/dsi.v1i1.1196.

N. Khairu Nissa, Y. Nugraha, C. F. Finola, A. Ernesto, J. I. Kanggrawan, and A. L. Suherman, “Evaluasi Berbasis Data: Kebijakan Pembatasan Mobilitas Publik dalam Mitigasi Persebaran COVID-19 di Jakarta,” Jurnal Sistem Cerdas, vol. 3, no. 2, 2020, doi: 10.37396/jsc.v3i2.77.

D. I. S. Saputra and I. Setyawan, “Virtual YouTuber (VTuber) sebagai Konten Media Pembelajaran Online,” Prosiding SISFOTEK, vol. 5, no. 1, 2021.

J. I. Adzania and A. Arianingsih, “DAMPAK MENONTON VTUBER TERHADAP PENGGEMAR BUDAYA POPULER JEPANG DI BANDUNG,” MAHADAYA: Jurnal Bahasa, Sastra, dan Budaya, vol. 2, no. 2, 2022, doi: 10.34010/mhd.v2i2.8265.

Akdeas Oktanae Widodo, F. Septiadi, and Nur Aini Rakhmawati, “ANALISIS TREN KONTEN PADA VTUBER INDONESIA MENGGUNAKAN LATENT DIRICHLET ALLOCATION,” Jurnal Informatika dan Rekayasa Elektronik, vol. 6, no. 1, 2023, doi: 10.36595/jire.v6i1.718.

Normah, B. Rifai, S. Vambudi, and R. Maulana, “Analisa Sentimen Perkembangan Vtuber Dengan Metode Support Vector Machine Berbasis SMOTE,” Jurnal Teknik Komputer AMIK BSI, vol. 8, no. 2, 2022, doi: 10.31294/jtk.v4i2.

W. Mohammad, H. Saifurrahman, J. Rausyan Fiqrussalam, A. Umar Sulthoni, and D. Fansyiari Austi, “Triwikrama: Jurnal Multidisiplin Ilmu Sosial PENGARUH JUMLAH SUBSCRIBERS DAN JUMLAH PENAYANGAN TERHADAP PENDAPATAN SUPER CHAT PADA VIRTUAL YOUTUBER KOBO KANAERU,” vol. 01, pp. 30–45, 2023.

M. Rasyid Nafi’ et al., “BUDAYA DONASI ONLINE DI YOUTUBE MELALUI FITUR SUPERCHAT,” 2023.

F. Z. Rabbani and R. Wati, “KOMUNITAS DAN INTERAKSI PENONTON PADA SIARAN LANGSUNG DI KANAL YOUTUBE NAPLIVE,” Jurnal Sosiohumaniora Nusantara, vol. 1, no. 1, pp. 406–415, 2024.

M. Radhi, D. Ryan Hamonangan Sitompul, S. Hamonangan Sinurat, and E. Indra, “ANALISIS BIG DATA DENGAN METODE EXPLORATORY DATA ANALYSIS (EDA) DAN METODE VISUALISASI MENGGUNAKAN JUPYTER NOTEBOOK,” Jurnal Sistem Informasi dan Ilmu Komputer Prima, vol. 4, no. 2, 2021.

Downloads

Published

17-03-2025

How to Cite

Aulia, A., & Muhammad Iqbal. (2025). Analysis of Trends and Profitability Growth Opportunities of the VTuber Industry Using Exploratory Data Analysis (EDA) Methodology. International Journal Of Computer Sciences and Mathematics Engineering, 4(1), 28–36. Retrieved from https://ijecom.org/index.php/IJECOM/article/view/103

Issue

Section

Articles