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<!-- deteksi_sentimen.php -->
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<!DOCTYPE html>
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<html lang="id">
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<head>
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<meta charset="UTF-8">
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<title>Deteksi Sentimen</title>
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<link rel="stylesheet" href="style.css">
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</head>
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<body>
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<section class="sentiment" id="sentimen">
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<div class="form-container">
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<h2>Deteksi Sentimen Ulasan</h2>
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<p class="subtitle">Aplikasi: <strong>Zeopoxa Running</strong></p>
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<form action="proses_sentimen.php" method="POST">
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<input type="text" name="ulasan" placeholder="Masukkan kata atau kalimat ulasan..." required>
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<button type="submit">Proses</button>
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</form>
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<?php if (isset($_GET['hasil']) && isset($_GET['ulasan'])): ?>
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<div class="hasil-box">
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<label for="hasilUlasan">Hasil Deteksi Sentimen:</label>
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<div class="hasil-text" id="hasilUlasan">
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<strong><?= htmlspecialchars($_GET['ulasan']) ?></strong> termasuk kalimat sentimen <strong><?= htmlspecialchars($_GET['hasil']) ?></strong>
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</div>
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</div>
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<?php endif; ?>
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<a href="index.php" class="back-link">← Kembali ke Landing Page</a>
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</div>
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</section>
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</body>
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</html>
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<!DOCTYPE html>
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<html lang="id">
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<head>
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<meta charset="UTF-8">
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<title>Zeopoxa Running</title>
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<link rel="stylesheet" href="style.css">
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</head>
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<body>
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<section class="landing">
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<div class="container">
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<img src="assets/zeopoxa.png" alt="Logo Zeopoxa" class="logo">
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<h1><strong>Apa itu Zeopoxa Running?</strong></h1>
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<p><strong>Zeopoxa Running adalah aplikasi olahraga yang membantu pengguna melacak aktivitas lari mereka, termasuk jarak, kecepatan, dan kalori yang terbakar.</strong></p>
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<p><strong>Pada website ini, Anda dapat mendeteksi atau mengecek kalimat atau kata yang ingin Anda ketik. Sistem akan mendeteksi apakah kalimat atau kata tersebut termasuk sentimen positif atau negatif.</strong></p>
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<a href="deteksi_sentimen.php" class="scroll-btn">Masuk ke Halaman Deteksi Sentimen</a>
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</div>
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</section>
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</body>
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</html>
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import sys
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import joblib
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# Ambil input teks dari command line
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input_text = sys.argv[1]
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# Load model dan vectorizer dari file
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data = joblib.load("model/sentiment_model.pkl")
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nb_model = data["model"]
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vectorizer = data["vectorizer"]
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# Transformasi input dan prediksi
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X_test = vectorizer.transform([input_text])
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y_pred = nb_model.predict(X_test)
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print(y_pred[0])
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<?php
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if ($_SERVER['REQUEST_METHOD'] === 'POST') {
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$ulasan = $_POST['ulasan'];
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$python = 'C:\Users\Farhan\AppData\Local\Programs\Python\Python313\\python.exe';
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$command = escapeshellcmd("$python model_predict.py " . escapeshellarg($ulasan));
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$output = shell_exec($command);
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if ($output === null || trim($output) === "") {
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echo "Gagal menjalankan model. Coba jalankan manual di CMD:<br><code>$command</code>";
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exit;
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}
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header("Location: deteksi_sentimen.php?hasil=" . urlencode(trim($output)) . "&ulasan=" . urlencode($ulasan));
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exit;
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}
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?>
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body {
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margin: 0;
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
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scroll-behavior: smooth;
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background-color: #f4f4f4;
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}
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.logo {
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max-width: 200px;
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margin-bottom: 1rem;
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}
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.landing {
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min-height: 100vh;
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background: linear-gradient(to right, #00c6ff, #0072ff);
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display: flex;
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justify-content: center;
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align-items: center;
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text-align: center;
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padding: 4rem 2rem;
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color: white;
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}
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.container {
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max-width: 700px;
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}
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.scroll-btn {
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display: inline-block;
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margin-top: 2rem;
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padding: 12px 24px;
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background-color: #fff;
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color: #0072ff;
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text-decoration: none;
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font-weight: bold;
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border-radius: 8px;
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transition: background-color 0.3s ease, color 0.3s ease;
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}
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.scroll-btn:hover {
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background-color: #e0e0e0;
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color: #0057cc;
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}
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.sentiment {
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min-height: 100vh;
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background: linear-gradient(to right, #00c6ff, #0072ff);
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display: flex;
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justify-content: center;
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align-items: center;
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padding: 3rem;
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color: white;
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}
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.form-container {
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background: white;
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padding: 2rem 2.5rem;
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border-radius: 15px;
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color: black;
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width: 100%;
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max-width: 420px;
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box-shadow: 0 4px 20px rgba(0, 0, 0, 0.2);
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text-align: center;
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}
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.form-container h2 {
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margin-bottom: 0.5rem;
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font-size: 1.8rem;
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}
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.subtitle {
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font-size: 0.95rem;
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color: #666;
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margin-bottom: 1.5rem;
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}
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input[type="text"] {
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width: 100%;
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padding: 12px;
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margin-top: 1rem;
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margin-bottom: 1rem;
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border: 1px solid #ccc;
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border-radius: 7px;
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font-size: 1rem;
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}
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button {
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background-color: #2575fc;
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color: white;
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padding: 10px 25px;
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border: none;
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border-radius: 7px;
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cursor: pointer;
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font-weight: bold;
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font-size: 1rem;
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transition: background-color 0.3s ease;
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}
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button:hover {
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background-color: #1a5ed8;
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}
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.hasil-box {
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margin-top: 1.5rem;
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text-align: left;
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}
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.hasil-box label {
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display: block;
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margin-bottom: 0.5rem;
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font-weight: bold;
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}
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.hasil-box input {
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background-color: #f0f0f0;
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border: 1px solid #ccc;
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color: #333;
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padding: 10px;
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width: 100%;
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border-radius: 7px;
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font-size: 1rem;
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}
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.back-link {
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display: inline-block;
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margin-top: 1.5rem;
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color: #2575fc;
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text-decoration: none;
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font-weight: bold;
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transition: color 0.3s ease;
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}
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.back-link:hover {
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color: #1a5ed8;
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}
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.hasil-text {
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background-color: #f4f4f4;
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padding: 12px 16px;
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border-radius: 8px;
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border: 1px solid #ccc;
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font-size: 14px;
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line-height: 1.6;
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color: #333;
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margin-top: 8px;
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white-space: pre-wrap; /* agar baris baru tetap tampil */
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word-wrap: break-word;
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transition: all 0.3s ease;
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}
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