
(2) Alyani Intan Shaffira

(3) Farrel Pasya Harramain

(4) * Akhmad Bakhrun

*Corresponding author
AbstractThe Non-Fungible Token (NFT) market has experienced rapid growth and high volatility, creating challenges for stakeholders aiming to understand transaction patterns and market behavior. This study addresses these challenges by employing an interactive Power BI dashboard to analyze and visualize NFT transaction data from 2021 to 2022. Grounded in descriptive and correlation analysis, the research is structured into three primary visual components: market summary, transactional insights, and correlation analysis. Using data visualization techniques and statistical correlation theory, the dashboard enables the identification of key performance indicators such as user activity, platform efficiency, and pricing dynamics. The findings reveal significant growth in NFT adoption, with 7,820 unique buyers, 7,872 sellers, and 4,327 creators contributing to the ecosystem. A strong positive correlation (r = 0.77) between current and sale prices indicates predictive potential in price behavior. Among blockchain platforms, Solana recorded the highest total sales US$13.0 million and royalty distributions 13,000, while LooksRare and Foundation stood out as the most profitable marketplaces for creators. The Collectibles category led in transaction volume, with collections like AbstractVerse attracting notable interest. While monthly transaction volumes varied, the overall market value remained relatively stable, peaking in December 2022. This study contributes to a deeper understanding of NFT market mechanics by combining data-driven analysis with interactive visual tools, offering valuable insights for creators, investors, and analysts navigating the digital asset landscape. KeywordsNFT, blockchain, marketplace, royalties, data visualization, transaction trends.
|
DOIhttps://doi.org/10.33122/ejeset.v7i1.688 |
Article metricsAbstract views : 0 | PDF views : 0 |
Cite |
Full Text Download
|
References
Alis Yulia, A., et al. (2022). Pengaruh NFT terhadap perlindungan Hak Cipta dan dampaknya terhadap pencemaran lingkungan. Jurnal Galuh Justisi, 10(1), 98-110. https://dx.doi.org/10.25157/justisi.v10i1.7192
Ante, L. (2021). Non-fungible token (NFT) markets on the Ethereum blockchain: Temporal development, cointegration and interrelations. Finance Research Letters, 44, 102097. https://doi.org/10.1016/j.frl.2021.102097
Arya, D., Rochmawati, L., & Sonhaji, I. (2020). KOEFISIEN KORELASI (R) DAN KOEFISIEN DETERMINASI (R2). Jurnal Penelitian, 5(4), 289–296. https://doi.org/10.46491/jp.v5i4.544
Brahmstaedt, K. (2025), Community and Consumer Dynamics in NFTs: Understanding Digital Asset Value Through Social Engagement. J Consumer Behav. https://doi.org/10.1002/cb.2482
BINUS. (2025, Februari 6). Meningkatkan Keunggulan Kompetitif dengan Business Intelligence Berbasis AI. Sistem Informasi BINUS. https://sis.binus.ac.id/2025/02/06/meningkatkan-keunggulan-kompetitif-dengan-business-intelligence-berbasis-ai/
BINUS. (2025, Januari 21). Kasus SKNBI dan BI-FAST: Pentingnya Business Intelligence dan Data Science dalam Layanan Perbankan Modern. Sistem Informasi BINUS. https://sis.binus.ac.id/2025/01/21/analisis-kasus-sknbi-dan-bi-fast-pentingnya-business-intelligence-dan-data-science-dalam-layanan-perbankan-modern/
Chang, C.-W., Lai, C.-J., & Yen, C.-C. (2024). Examining drivers of NFT purchase intention: The impact of perceived scarcity and risk. Acta Psychologica, advance online publication. https://doi.org/10.1016/j.actpsy.2024.104424
Chen, Q., Choi, B.-J., & Lee, S.-J. (2024). Tailoring customer segmentation strategies for luxury brands in the NFT era. Journal of Business Research. Advance online publication. https://doi.org/10.1016/j.jbusres.2024.06.040
Dowling, M. (2022). Is non-fungible token pricing driven by cryptocurrencies? Finance Research Letters, 44, 102097. https://doi.org/10.1016/j.frl.2021.102097
Efendioğlu, A. (2022). Blockchain and Consumer Trust in Digital Assets. Journal of Digital Economy, 10(1), 34-45. (cited in Sudirjo et al., 2023)
Fadillah, R. (2022). Implementasi NFT dalam bisnis korporasi. Jurnal Bisnis Digital, 7(4), 201-210.
Jakfar, W. (2023). Cara Segmentasi Pasar ala Dunia Digital. Diakses dari https://williamjakfar.com/cara-segmentasi-pasar-ala-dunia-digital
Julfia, F., Satryawati, E., Ariani, W., & Ramadhan, M. (2024). Implementasi Penggunaan Aplikasi Microsoft Power BI dalam Melihat Statistik Hutang Negara di Dunia. Joined Journal (Journal Of Informatics Education), 7(1), 9-14. doi:10.31331/joined.v7i1.322
Julianto. (2023, Juni). Analisis Sistem Pada NFT (Non Fungible-Token) Dan Perkembangannya Dalam Dunia Bisnis. Jurnal SIMASI, 3(1), 50-75. 10.46306/sm.v3i1.36
Kaisto, J., Juutilainen, T., & Kauranen, J. (2024). Non-fungible tokens, tokenization, and ownership. Computer Law & Security Review, 54, 105996. https://doi.org/10.1016/j.clsr.2024.105996
Kominfo. (2024). Horizon Pembangunan Digital Indonesia 2025 – 2030. Direktorat Jenderal Aplikasi Informatika. https://aptika.kominfo.go.id/wp-content/uploads/2024/10/HORIZON-PEMBANGUNAN-DIGITAL-INDONESIA-2025-%E2%80%93-2030.pdf
Kotsiantis, S. B., Kanellopoulos, D., & Pintelas, P. E. (2007). Data preprocessing for supervised learning. World Academy of Science, Engineering and Technology, 1(12), 4104–4109. https://doi.org/10.5281/zenodo.1082415
Muttaqin, Hasyim, et al. “Analis Faktor yang Mempengaruhi Konsumen dalam Keputusan Pembelian Sayuran Selada Hidroponik di Kota Padang.” Jurnal Ilmiah Mahasiswa, vol. 12, no. 2, 2025, pp. 1086-1103. https://dx.doi.org/10.25157/jimag.v12i2.18732
Nadini, M., Alessandretti, L., Di Giacinto, F., Martino, M., Aiello, L. M., & Baronchelli, A. (2021). Mapping the NFT revolution: Market trends, trade networks, and visual features. Scientific Reports, 11, Article 20902. https://doi.org/10.1038/s41598-021-00053-8
Ningsih, S. B. H., Komala, I. R., Nurhayati, L., & Suhayati, M. (2025). Visualisasi Data Kependudukan Menggunakan Power Business Intelligence (Studi Kasus Kelurahan Sukamiskin Kecamatan Arcamanik Kota Bandung). Jurnal Penelitian Sistem Informasi, 3(1), 25-39. https://doi.org/10.54066/jpsi.v3i1.2944
NonFungible.com | NFT market stats, sales tracker, rankings & news. (n.d.). NonFungible.com.https://nonfungible.com/
Pinto-Gutiérrez, C., Gaitán, S., Jaramillo, D., & Velasquez, S. (2022). The NFT Hype: What Draws Attention to Non
Fungible Tokens? Mathematics, 10(3). https://doi.org/10.3390/math10030335
Proietti Cerquoni, L. (2023). Evaluating the Impact of Non-Fungible Tokens (NFTs) on Marketing and Consumer Behavior. Tesi di Laurea, Luiss Guido Carli. https://tesi.luiss.it/37025/1/233031_PROIETTI%20CERQUONI_LEONA.pdf
Pustakaloka: Jurnal Kajian Informasi dan Perpustakaan. (2022). Visualisasi data sebagai layanan perpustakaan dan bisnis. Pustakaloka, 14(2), 224-230. https://jurnal.iainponorogo.ac.id/index.php/pustakaloka/article/download/4354/2459/17684
Reguerra, E. (2024, February 23). Solana NFTs hit $5B in all-time sales volume. Cointelegraph. https://cointelegraph.com/news/solana-nft-sales-volume-5-b?utm_source
Sanny, Bisma Indrawan, and Rina Kaniawati Dewi. “Pengaruh Net Interest Margin (NIM) Terhadap Return on Asset
(ROA) Pada PT Bank Pembangunan Daerah Jawa Barat Dan Banten Tbk Periode 2013- 2017.” Jurnal E-Bis
(Ekonomi-Bisnis), vol. 4, no. 1, 2020, p. 82. https://doi.org/10.37339/e-bis.v4i1.239
Santos, Maria, and Jhose Ramoz. “The Role of Blockchain in Enhancing Transparency in Global Supply Chains.” International Journal of Economics, Commerce, and Management, vol. 1, no. 1, 2024. https://doi.org/10.61132/ijecm.v1i1.305
Sari, D. P. (2022). PEMANFAATAN NFT SEBAGAI PELUANG BISNIS PADA ERA METAVERSE. Akrab Juara : Jurnal Ilmu-Ilmu Sosial, 7(1), 237. https://doi.org/10.58487/akrabjuara.v7i1.1770
Saroh, S., Achmad, L. I., Ainulyaqin, M. H., & Sarwo Edy. (2023). Analisis Transaksi Digital Non Fungible Token (NFT), Sebagai Instrumen Investasi Menurut Perspektif Ekonomi Islam. Jurnal Ilmiah Ekonomi Islam, 9(1), 378-385. http://dx.doi.org/10.29040/jiei.v9i1.7948
Serambi Mekkah. (2025). Kepentingan dan hak pembeli Non-Fungible Token (NFT) sebagai konsumen. Mister, 2(1b). https://jurnal.serambimekkah.ac.id/index.php/mister/article/download/2933/2367/7280
Steven, Kevin, Hariyanto, S., Arijanto, R., & Wijaya, A. H. (2021). PENERAPAN BUSINESS INTELLIGENCE UNTUK MENGANALISIS DATA PADA PT. SURYAPLAS INTITAMA MENGGUNAKAN MICROSOFT POWER BI. ALGOR, 2(2), 41–50. https://doi.org/10.31253/algor.v2i2.550
Sudirjo, F. (2023). Pendekatan strategi pemasaran NFT untuk meningkatkan kesadaran dan tindakan konsumen dalam lingkungan kripto Indonesia. Jurnal Bisnisman: Riset Bisnis dan Manajemen, 5(1), 1-20. https://doi.org/10.52005/bisnisman.v5i2.158
Sudirjo, F., Enzovani, S., & Desembrianita, E. (2023). Pendekatan Strategi Pemasaran NFT untuk Meningkatkan Kesadaran Konsumen dan Mendorong Tindakan di Lingkungan Kripto Indonesia. Jurnal Bisnisman: Riset Bisnis dan Manajemen, 5(2), 39-49. https://doi.org/10.52005/bisnisman.v5i2
Sulistianingsih, D., & Khomsa Kinanti, A. (2022). Hak Karya Cipta Non-Fungible Token (NFT) Dalam Sudut Pandang Hukum Hak Kekayaan Intelektual. Krtha Bhayangkara, 16(1), 197–206. https://doi.org/10.31599/krtha.v16i1.1077
Sundari, S., Faiza, S. N., & Rahma, L. (2022). Business Analysis of Selling and Buying NonFungible Tokens (NFT) at MarketPlace OpenSea according to The Perspective of Islamic Law. ElQist: Journal of Islamic Economics and Business (JIEB), 12(1), 1–16. https://doi.org/10.15642/elqist.2022.12.1.1-16
Thalib, Emmy Febriani, and Ni Putu Suci Meinarni. “Non-Fungible Token (NFT) Sebagai Aset Digital : Sebuah
Fenomena dan Perlindungan Hukum Kekayaan Intelektual di Indonesia.” Ganesha Civic Education Journal, vol.
, no. 2, 2022, pp. 366-374. https://doi.org/10.23887/gancej.v4i2.1842
TokenInsight. (2023, March 3). Comparison of major NFT marketplaces: Blur, LooksRare, X2Y2, Rarible, and SuperRare — Ratings & analysis. Medium. https://tokeninsight.medium.com/comparison-of-major-nft-marketplaces-blur-looksrare-x2y2-rarible-and-superrare-ratings-8be89635435c
Trilenia, Anisia. “Fenomena Ghozali Everyday Di Twitter Dan Non Fungible Token.” Jurnal Komunikasi dan Media, vol. 3, no. 2, 2023, pp. 155-160. https://doi.org/10.37826/digicom.v3i2.484
Uhamka Repository. (2023). Business Intelligence Visualisasi Data Penerimaan Mahasiswa Baru. http://repository.uhamka.ac.id/id/eprint/41816/3/4.%20%20Artikel.pdf
Uribe, D. (2020). Privacy Laws, Non-Fungible Tokens, and Genomics. The Journal of The British Blockchain Association, 3(2). https://doi.org/10.31585/jbba-3-2-(5)2020
Widiawardana, P., & Dirkareshza, R. (2023, July 07). Hak Cipta Aset Nft (Non-Fungible Token): Ancaman Nyata Bagi Seniman. Ganaya : Jurnal Ilmu Sosial dan Humaniora, 6(3), 631-637. https://doi.org/10.37329/ganaya.v6i3.2466
Yilmaz, T., Velasco, C., & Sagfossen, S. (2023). What makes NFTs valuable to consumers? Perceived value drivers associated with NFTs liking, purchasing, and holding. Journal of Business Research, 165, Article 114056. https://doi.org/10.1016/j.jbusres.2023.114056
Zhang, Y., & Li, M. (2022). Social influence and digital herd mentality in NFT purchasing behavior. Computers in Human Behavior, 136, 107415. https://doi.org/10.1016/j.chb.2022.107415
Refbacks
- There are currently no refbacks.
Copyright (c) 2026 Ananda Marcella Suratman, Alyani Intan Shaffira, Farrel Pasya Harramain, Akhmad Bakhrun

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

























Download 