Sentiment Analysis of YouTube Comments on Indonesia’s Performance in 2026 World Cup Qualifiers Using Naive Bayes

Dihin Muriyatmoko ; Aziz Musthafa ; Yusuf Al Banna
Prosiding Seminar Nasional Ilmu Teknik 📅 2026 Vol 2, No 2 🔗 DOI: 10.61132/prosemnasproit.v2i2.196
Abstract
Sentiment analysis on social media is widely used to represent public perceptions of sports performance, particularly in international competitions. This study aims to analyze the sentiment of YouTube user comments regarding the performance of the Indonesian National Football Team during the FIFA World Cup 2026 Asian Qualifiers. The data were collected from user comments on videos related to the matches and analyzed using a machine learning–based sentiment analysis approach. Sentiment classification was performed using the Naive Bayes algorithm. The results indicate that the proposed approach is able to effectively identify public sentiment toward the national team’s performance during the qualification matches. The findings of this study are expected to provide insights into public perceptions and contribute to sentiment analysis research in the field of sports.
Keywords
Naive Bayes; public opinion; sentiment analysis; sports performance; YouTube comments
How to Cite

Dihin Muriyatmoko, et al. (2026). Sentiment Analysis of YouTube Comments on Indonesia’s Performance in 2026 World Cup Qualifiers Using Naive Bayes. Prosiding Seminar Nasional Ilmu Teknik, 2(2). https://doi.org/10.61132/prosemnasproit.v2i2.196

Dihin Muriyatmoko; Aziz Musthafa; Yusuf Al Banna, "Sentiment Analysis of YouTube Comments on Indonesia’s Performance in 2026 World Cup Qualifiers Using Naive Bayes," Prosiding Seminar Nasional Ilmu Teknik, vol. 2, no. 2, 2026.

Dihin Muriyatmoko; Aziz Musthafa; Yusuf Al Banna. "Sentiment Analysis of YouTube Comments on Indonesia’s Performance in 2026 World Cup Qualifiers Using Naive Bayes." Prosiding Seminar Nasional Ilmu Teknik, vol. 2, no. 2, 2026.

Dihin Muriyatmoko; Aziz Musthafa; Yusuf Al Banna. "Sentiment Analysis of YouTube Comments on Indonesia’s Performance in 2026 World Cup Qualifiers Using Naive Bayes." Prosiding Seminar Nasional Ilmu Teknik 2, no. 2 (2026).

Dihin Muriyatmoko, et al. (2026) 'Sentiment Analysis of YouTube Comments on Indonesia’s Performance in 2026 World Cup Qualifiers Using Naive Bayes', Prosiding Seminar Nasional Ilmu Teknik, 2(2). doi: 10.61132/prosemnasproit.v2i2.196.

Dihin Muriyatmoko; Aziz Musthafa; Yusuf Al Banna. Sentiment Analysis of YouTube Comments on Indonesia’s Performance in 2026 World Cup Qualifiers Using Naive Bayes. Prosiding Seminar Nasional Ilmu Teknik. 2026;2(2).

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