ANALISIS SENTIMEN TERHADAP ANIES BASWEDAN MENGGUNAKAN METODE NAIVE BAYES CLASSIFIER DI SOSIAL MEDIA X
MARDIYONO, ILHAM (2025) ANALISIS SENTIMEN TERHADAP ANIES BASWEDAN MENGGUNAKAN METODE NAIVE BAYES CLASSIFIER DI SOSIAL MEDIA X. Undergraduate thesis, UNIVERSITAS MUHAMMADIYAH JEMBER.
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Abstract
Penelitian ini menganalisis sentimen warganet terhadap Anies Baswedan di platform X (Twitter) menggunakan algoritma Naive Bayes dengan pembobotan TF-IDF. Data mentah berjumlah 1.563 tweet (Januari 2019–Oktober 2022). Setelah penyaringan dan pelabelan manual, diperoleh 848 tweet dengan distribusi positif 261, negatif 92, dan netral 495. Ketidakseimbangan diatasi dengan random oversampling sehingga tiap kelas 495 data. Akurasi meningkat dari 64,12% menjadi 80,81%.
| Dosen Pembimbing: | ARIFIANTO, DENI and LUSIANA, DEWI | NIDN0718068103, NIDN0712086702 |
|---|---|
| Item Type: | Thesis (Undergraduate) |
| Keywords/Kata Kunci: | Analisis sentimen; X (Twitter); Naive Bayes; TF-IDF; Oversampling. |
| Subjects: | 000 Computer Science, Information, & General Works > 005 Computer Programming, Programs, & Data |
| Divisions: | Faculty of Engineering > Department of Informatics Engineering (S1) |
| Depositing User: | Ilham Mardiyono | ilhammardiyono1998@gmail.com |
| Date Deposited: | 01 Sep 2025 04:30 |
| Last Modified: | 01 Sep 2025 04:30 |
| URI: | https://repository.unmuhjember.ac.id/id/eprint/27914 |
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