Membaca Reaksi Publik: Analisis Komentar Pada Video 'Kroni Prabowo' di YoutubeTempo.co
DOI:
https://doi.org/10.21009/COMM.034.06Kata Kunci:
Komentar Publik, Respon Publik, Tempo.coAbstrak
This study aims to analyze the public response to the video “Prabowo's Cronies in the Free Nutritious Meal Project (MBG)” uploaded on YouTube Tempo.co, with a focus on the toxicity of comments and sentiments formed in public discussions related to the video. The phenomenon of concern is how netizens respond to political content and government policies through comments on social media platforms, and how these reactions affect the formation of public opinion. The research method used is sentiment analysis by utilizing the Communalytic.org tool to analyze the comments contained in the video, measure the level of toxicity, and identify sentiment patterns that appear in the discussion. The results showed that although there was a significant spike in toxicity on April 20, 2025, most of the comments showed low levels of toxicity after that period. The categories of severe toxicity, identity attack, insult, and threat were recorded very little. In addition, analysis of the distribution of toxicity scores per day revealed that the toxicity effect tends to subside after an initial peak in interaction. These findings suggest that while these videos trigger strong emotional responses initially, their long-term effects on public opinion are likely to be limited. This research contributes to the understanding of how social media affects political dynamics and how citizens process information based on their prior knowledge and attitudes.
Referensi
Admin. (2024). Communalytic is a no-code computational social science research tool for studying online communities and public discourse on social media. Communalytic.Org. https://communalytic.org/
Aulia, A., & Rusdi, F. (2022). Pengaruh Terpaan Konten Fesyen TikTok di Akun @nazwaadinda_02 terhadap Perilaku Konsumtif Pengikutnya. Prologia, 6(2), 304–311. https://doi.org/10.24912/pr.v6i2.15499
Balakrishnan, J., & Griffiths, M. D. (2017). Social media addiction: What is the role of content in YouTube? Journal of Behavioral Addictions, 6(3), 364–377. https://doi.org/10.1556/2006.6.2017.058
Byun, U., Jang, M., & Baek, H. (2023). The effect of YouTube comment interaction on video engagement: focusing on interactivity centralization and creators’ interactivity. Online Information Review, 47(6), 1083–1097. https://doi.org/10.1108/OIR-04-2022-0217
Davita, A. W., Agustin, S. M., & Astagini, N. (2024). Sentimen Media melalui Social Network Analysis pada Kanal YouTube " Harian Kompas ". Jurnal Riset Jurnalistik Dan Media Digital (JRJMD), 4(1), 69–78.
Faradis, N., Ainya, N., Fauzah, A., Ichsan, M., & Anshori, A. (2023). Media Sosial dan Persepsi Publik: Analisis Strategi Kampanye Digital Calon Presiden Indonesia 2024. Prosiding Seminar Nasional, 643–652.
Indrawan, J., Efriza, & Ilmar, A. (2020). Kehadiran Media Baru (New Media) Dalam Proses Komunikasi Politik. Medium, 8(1), 1–17. https://doi.org/10.25299/medium.2020.vol8(1).4820
Indrawan, R. M. J. (2017). Dampak Komunikasi Politik Dan Opini Publik Terhadap Perilaku Masyarakat. WACANA, Jurnal Ilmiah Ilmu Komunikasi, 16(2), 171. https://doi.org/10.32509/wacana.v16i2.14
Kiftiyah, A., & Rofiah, F. A. P. F. U. A. K. (2025). Makan Bergizi Gratis (MBG) Program in the Perspective of Social Justice and Socio – Political Dynamics. Jurnal Keindonesiaan, 5(1), 1–10.
Latif, D., Samad, M. A., Rinawulandari, & Kadir, S. A. (2024). Social Media in Shaping Public Opinion Roles and Impact: A Systematic Review. Jurnal Komunikasi: Malaysian Journal of Communication, 40(2), 205–223. https://doi.org/10.17576/JKMJC-2024-4002-12
Launa, L., Arifin, H. S., & Widyowati, W. (2012). Pengaruh Terpaan Iklan Televisi Axis Versi “Pake Sedikit DIjamin Gratisnya Banyak” terhadap Branf Awareness Di Kalanagan Mahasiswa Bandung. Students E-Journal, 1(1), 23. http://journal.unpad.ac.id/ejournal/article/view/1495
Madden, A., Ruthven, I., & McMenemy, D. (2013). A classification scheme for content analyses of YouTube video comments. Journal of Documentation, 69(5), 693–714. https://doi.org/10.1108/JD-06-2012-0078
Mahyudin, M. A. A. (2024). The Declining Role of Islamic Politics and The Jokowi ’ s Factors in the 2024 Presidential Election : A Study of Contemporary Political Policies and Dynamics in Indonesia. Religion and Policy Journal, 2, 1–9.
Misrun, C. A., Haerani, E., Fikry, M., & Budianita, E. (2023). Analisis sentimen komentar youtube terhadap Anies Baswedan sebagai bakal calon presiden 2024 menggunakan metode naive bayes classifier. Jurnal CoSciTech (Computer Science and Information Technology), 4(1), 207–215. https://doi.org/10.37859/coscitech.v4i1.4790
Noorikhsan, F. F., Ramdhani, H., Sirait, B. C., & Khoerunisa, N. (2023). Dinamika Internet, Media Sosial, dan Politik di Era Kontemporer: Tinjauan Relasi Negara-Masyarakat. Journal of Political Issues, 5(1), 95–109. https://doi.org/10.33019/jpi.v5i1.131
Pancani, P. C. T., & Ningsih, N. (2025). A COMPREHENSIVE STUDY ON MBG (MAKAN BERGIZI GRATIS) IN THE PRABOWO-GIBRAN CABINET: EVALUATING THE PSYCHOLOGICAL AND HEALTH IMPACTS OF THE POLICY ON UNDERSERVED COMMUNITIES. Jurnal Ilmu Psikologi Dan Kesehatan (SIKONTAN, 3(4), 177–186.
Pienrasmi, H. (2015). Pemanfaatan Social Media Oleh Praktisi Public Relations Di Yogyakarta. Jurnal Komunikasi, 9(2), 199–210. https://doi.org/10.20885/komunikasi.vol9.iss2.art6
Prayoga, R. A. (2022). Perundungan di Dunia Maya sebagai Perilaku Menyimpang: Analisis Isi Komentar dalam Konten Youtube Keke Bukan Boneka pada Kanal Rahmawati Kekeyi Putri Cantikka. Jurnal Kawistara, 12(2), 243. https://doi.org/10.22146/kawistara.72335
Revolusi, P. R. (2024). Persepsi Publik Dan Media Sosial Dalam Kampanye Digital Pilpres 2024. NIVEDANA : Jurnal Komunikasi Dan Bahasa, 5(1), 32–44. https://doi.org/10.53565/nivedana.v5i1.1177
Simatupang, Y. (2024). DINAMIKA POLITIK DAN PILKADA DI KOTA KENDARI: Analisis Pengaruh Media Sosial dalam Kampanye Politik Lokal. Journal Publicuho, 7(1), 439–447. https://doi.org/10.35817/publicuho.v7i1.506
Sulistyowati, R. A. (2024). Studi Netnografi Respon Warganet mengenai Toxic Relationship pada Video Youtube Penyintas # BukanSayangNamanya. Jurnal Interaksi: Jurnal Ilmu Komunikasi, 8(2), 355–373.
Suparmo, L. (2017). Uses and Gratifications Theory dalam Media Sosial WA (WhatsApp). Communicology: Jurnal Ilmu Komunikasi, 5(2), 27–37. https://doi.org/10.21009/communicology.062.02
Utomo, A., Ardian Andadinata, M., & Widhiandono, D. (2023). ANALISIS KUALITAS KONTEN YOUTUBE BERDASARKAN KOLOM KOMENTAR DARI CHANNEL YOUTUBE BAIM PAULA. RELASI: Jurnal Penelitian Komunikasi (e-ISSN: 2807-6818), 3(03 SE-Komunikasi), 24–33. https://www.aksiologi.org/index.php/relasi/article/view/634
Wadipalapa, R., & Tyson, A. (2025). Cross-Party Presidential Dynasticism in Indonesia: Evidence from the 2024 Presidential Elections. Pacific Affairs, 98(1), 79–102. https://doi.org/10.5509/2025981-art4
Wahyu, A. Y. M., Berto, A. R., & Murwani, E. (2022). Analisis Sentimen Jaringan Pesan Kolom Komentar Video Wonderful Indonesia 2022 Jagad Jawi Yang Dipengaruhi Budaya. Avant Garde, 10(2), 201. https://doi.org/10.36080/ag.v10i2.2011
Wahyuddin, Farid, M., Arianto, Darmadi, Iskandar, & Nurhakki. (2024). Pemetaan Aktivisme Digital Studi Netnografi Kampanye # FreePalestine di Media Sosial. Communicology: Jurnal Ilmu Komunikasi Jurnal, 12(2), 282–299.
Wirga, E. W. (2016). Content Analysis on Youtube Social Media to Support Political Campaign Strategies. Jurnal Ilmiah Informatika Dan Komputer, 21(100), 14–26. https://ejournal.gunadarma.ac.id/index.php/infokom/article/view/1716
Yasmansyah, & Zakir, S. (2022). Arah Baru Pendidikan Agama Islam di Era Digitalisasi. JKIP : Jurnal Kajian Ilmu Pendidikan, 3(1), 1–10. http://journal.al-matani.com/index.php/jkip/index
Zulqarnain, Sultan, M. I., & Muh. Akbar. (2025). Analisis Sentimen Pemecatan Jokowi Pada Komentar Publik YouTube Tempo.co. Jurnal Kopis: Kajian Penelitian Dan Pemikiran Komunikasi Penyiaran Islam, 7(2 SE-Articles), 123–138. https://doi.org/10.33367/kpi.v7i2.6888
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