Analisis sentimen masyarakat terhadap putusan Mahkamah Konstitusi tentang batasan usia calon Presiden dan Wakil Presiden di media sosial Twitter

Noviolen Jehovan Dieksa ; Pakereng ; Ineke
IT-Explore: Jurnal Penerapan Teknologi Informasi d... 📅 2026 Vol 5, No 1 🔗 DOI: 10.24246/itexplore.v5i1.2026.pp1-10
Abstract
This study evaluates public sentiment toward Constitutional Court Decision No. 90/PUU-XXI/2023 regarding the age limit for presidential and vice-presidential candidates, a controversial issue closely related to Indonesia’s democratic dynamics. Understanding public opinion on Twitter, as a major platform for political expression, is essential for informing electoral policy formulation. Data were collected using Tweet Harvest through Google Colab and analyzed using the Naïve Bayes algorithm as the primary sentiment classification method, with RapidMiner employed to support and streamline the analytical process. The analysis process included data cleaning, text normalization, stopword removal, manual labeling of 80 tweets as training data, and automatic sentiment classification to identify positive and negative sentiments. From a total of 151 analyzed tweets, 84 (55.63%) were classified as negative and 67 (44.37%) as positive, with the model achieving an accuracy of 66.67%. These findings suggest a tendency toward public opposition to the decision, reflecting dissatisfaction among Twitter users. The study demonstrates that Naïve Bayes is reasonably effective for sentiment classification with limited datasets and provides insights for policymakers in understanding public responses to election-related regulations.
Keywords
Sentiment Analysis; Constitutional Court Decision; Visualization; Accuracy
How to Cite

Noviolen Jehovan Dieksa, et al. (2026). Analisis sentimen masyarakat terhadap putusan Mahkamah Konstitusi tentang batasan usia calon Presiden dan Wakil Presiden di media sosial Twitter. IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi, 5(1). https://doi.org/10.24246/itexplore.v5i1.2026.pp1-10

Noviolen Jehovan Dieksa; Pakereng, Ineke, "Analisis sentimen masyarakat terhadap putusan Mahkamah Konstitusi tentang batasan usia calon Presiden dan Wakil Presiden di media sosial Twitter," IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi, vol. 5, no. 1, 2026.

Noviolen Jehovan Dieksa; Pakereng, Ineke. "Analisis sentimen masyarakat terhadap putusan Mahkamah Konstitusi tentang batasan usia calon Presiden dan Wakil Presiden di media sosial Twitter." IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi, vol. 5, no. 1, 2026.

Noviolen Jehovan Dieksa; Pakereng, Ineke. "Analisis sentimen masyarakat terhadap putusan Mahkamah Konstitusi tentang batasan usia calon Presiden dan Wakil Presiden di media sosial Twitter." IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi 5, no. 1 (2026).

Noviolen Jehovan Dieksa, et al. (2026) 'Analisis sentimen masyarakat terhadap putusan Mahkamah Konstitusi tentang batasan usia calon Presiden dan Wakil Presiden di media sosial Twitter', IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi, 5(1). doi: 10.24246/itexplore.v5i1.2026.pp1-10.

Noviolen Jehovan Dieksa; Pakereng, Ineke. Analisis sentimen masyarakat terhadap putusan Mahkamah Konstitusi tentang batasan usia calon Presiden dan Wakil Presiden di media sosial Twitter. IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi. 2026;5(1).

Artikel Terkait

Perancangan aplikasi e-fitness berbasis website menggunakan framework laravel

Arinata, Dhimas; Teguh, Wahyono

Perancangan media promosi dengan pendekatan storytelling untuk pengenalan kopi babah kacamata Salatiga

Budi, Kristina; Bezaleel, Michael; Prestiliano, Jasson

Klasifikasi serangan malware berbasis citra menggunakan algoritma YOLOv11

Richardo, Daniel Darren; Wellem, Theophilus

Implementasi algoritma gradient boosting machine untuk deteksi intrusi pada jaringan komputer

Gamaliel, Dileando; Sulistyo, Wiwin

Rancang bangun aplikasi absensi bimbingan skripsi berbasis web menggunakan framework laravel

Surya, Muhamad Fikri

Pengembangan prototipe pelaporan kondisi jalan berbasis komunitas pada aplikasi peta online

Horman Corneles, Joy Reinst; Sri Winarso Martyas Edi
Tren Sitasi Jurnal