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Update templates/data_analysis.html
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templates/data_analysis.html
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<!DOCTYPE html>
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<html lang="en">
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<meta charset="UTF-8"
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<meta name="viewport" content="width=device-width, initial-scale=1.0"
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<title>Data Analysis - Gold Price Prediction</title>
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<link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet"
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<link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css" rel="stylesheet"
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<style>
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</style>
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<!-- Navigation -->
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<nav class="navbar navbar-expand-lg navbar-dark gradient-bg">
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</nav>
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<!-- Main Content -->
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<div class="container my-5">
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<!-- Historical Chart -->
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<div class="card stat-card mb-5">
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<div class="card-header">
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<h5 class="mb-0">
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<i class="fas fa-chart-line"></i>
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Grafik Harga Historis Emas
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</h5>
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</div> <div class="card-body">
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{{ chart|safe }}
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<div class="col-md-6 mb-4">
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<div class="card stat-card">
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</div>
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<div class="card-body">
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<li><i class="fas fa-check text-success"></i> Data diperoleh dari API Pluang</li>
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<li><i class="fas fa-check text-success"></i> Mencakup data historis emas selama 5 tahun</li>
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<li><i class="fas fa-check text-success"></i> Data telah dibersihkan dan dinormalisasi</li>
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<li><i class="fas fa-check text-success"></i> Tidak ada data yang hilang (null values)</li>
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</ul>
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</div>
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</div>
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</div>
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<!-- Footer -->
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<footer class="gradient-bg text-center py-4 mt-5">
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</footer>
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<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js"></script>
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</html>
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Data Analysis - Gold Price Prediction</title>
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<link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet">
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<link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css" rel="stylesheet">
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<style>
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.gradient-bg {
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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color: white;
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}
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.gold-accent {
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color: #FFD700;
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}
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.stat-card {
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border: none;
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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transition: transform 0.3s ease;
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}
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.stat-card:hover {
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transform: translateY(-5px);
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}
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.navbar-brand {
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font-weight: bold;
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}
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</style>
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</head>
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<body>
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<!-- Navigation -->
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<nav class="navbar navbar-expand-lg navbar-dark gradient-bg">
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<div class="container">
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<a class="navbar-brand" href="/">
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<i class="fas fa-coins gold-accent"></i>
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Gold Price Predictor
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</a>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarNav">
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<span class="navbar-toggler-icon"></span>
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</button>
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<div class="collapse navbar-collapse" id="navbarNav">
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<ul class="navbar-nav ms-auto">
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<li class="nav-item">
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<a class="nav-link" href="/">Home</a>
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</li>
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<li class="nav-item">
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<a class="nav-link active" href="/data-analysis">Data Analysis</a>
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</li>
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</ul>
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</div>
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</div>
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</nav>
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<!-- Main Content -->
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<div class="container my-5">
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<div class="row mb-4">
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<div class="col-12">
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<h1 class="text-center mb-5">
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<i class="fas fa-chart-bar text-warning"></i>
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Analisis Data Historis Harga Emas
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</h1>
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</div>
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</div>
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<!-- Statistics Cards -->
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<div class="row mb-5">
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<div class="col-md-3 mb-3">
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<div class="card stat-card text-center">
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<div class="card-body">
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<i class="fas fa-database fa-2x text-primary mb-3"></i>
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<h5 class="card-title">Total Records</h5>
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<h3 class="text-primary">{{ stats.total_records }}</h3>
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</div>
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</div>
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</div>
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<div class="col-md-3 mb-3">
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<div class="card stat-card text-center">
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<div class="card-body">
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<i class="fas fa-calendar-alt fa-2x text-info mb-3"></i>
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<h5 class="card-title">Date Range</h5>
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<p class="text-info small">{{ stats.date_range }}</p>
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</div>
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</div>
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</div>
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<div class="col-md-3 mb-3">
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<div class="card stat-card text-center">
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<div class="card-body">
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<i class="fas fa-chart-line fa-2x text-success mb-3"></i>
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<h5 class="card-title">Avg Close Price</h5>
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<h4 class="text-success">IDR {{ "{:,.0f}".format(stats.avg_close) }}</h4>
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</div>
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</div>
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</div>
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<div class="col-md-3 mb-3">
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<div class="card stat-card text-center">
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<div class="card-body">
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<i class="fas fa-chart-area fa-2x text-warning mb-3"></i>
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<h5 class="card-title">Avg Open Price</h5>
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<h4 class="text-warning">IDR {{ "{:,.0f}".format(stats.avg_open) }}</h4>
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</div>
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</div>
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</div>
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</div>
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<!-- Additional Statistics -->
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<div class="row mb-5">
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<div class="col-md-4 mb-3">
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<div class="card stat-card">
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<div class="card-body text-center">
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<i class="fas fa-arrow-down fa-2x text-danger mb-3"></i>
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<h5 class="card-title">Minimum Close Price</h5>
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<h4 class="text-danger">IDR {{ "{:,.0f}".format(stats.min_close) }}</h4>
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</div>
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</div>
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</div>
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<div class="col-md-4 mb-3">
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<div class="card stat-card">
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<div class="card-body text-center">
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<i class="fas fa-arrow-up fa-2x text-success mb-3"></i>
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<h5 class="card-title">Maximum Close Price</h5>
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<h4 class="text-success">IDR {{ "{:,.0f}".format(stats.max_close) }}</h4>
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</div>
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</div>
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</div>
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<div class="col-md-4 mb-3">
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<div class="card stat-card">
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<div class="card-body text-center">
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<i class="fas fa-clock fa-2x text-primary mb-3"></i>
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<h5 class="card-title">Current Price</h5>
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<h5 class="text-primary">Close: IDR {{ "{:,.0f}".format(stats.current_close) }}</h5>
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<h5 class="text-info">Open: IDR {{ "{:,.0f}".format(stats.current_open) }}</h5>
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</div>
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</div>
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</div>
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</div>
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<!-- Historical Chart -->
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<div class="card stat-card mb-5">
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<div class="card-header">
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<h5 class="mb-0">
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<i class="fas fa-chart-line"></i>
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Grafik Harga Historis Emas
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</h5>
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</div>
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<div class="card-body text-center">
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<img src="data:image/png;base64,{{ chart }}" class="img-fluid" alt="Historical Price Chart">
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</div>
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</div>
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<!-- Information Cards -->
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<div class="row">
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<div class="col-md-6 mb-4">
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<div class="card stat-card">
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<div class="card-header">
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<h5 class="mb-0">
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<i class="fas fa-info-circle"></i>
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Tentang Data
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</h5>
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</div>
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<div class="card-body">
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<ul class="list-unstyled">
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<li><i class="fas fa-check text-success"></i> Data diperoleh dari API Pluang</li>
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<li><i class="fas fa-check text-success"></i> Mencakup data historis emas selama 5 tahun</li>
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<li><i class="fas fa-check text-success"></i> Data telah dibersihkan dan dinormalisasi</li>
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<li><i class="fas fa-check text-success"></i> Tidak ada data yang hilang (null values)</li>
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</ul>
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</div>
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</div>
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</div>
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<div class="col-md-6 mb-4">
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<div class="card stat-card">
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<div class="card-header">
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<h5 class="mb-0">
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<i class="fas fa-cog"></i>
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Tentang Model
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</h5>
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</div>
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<div class="card-body">
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<ul class="list-unstyled">
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<li><i class="fas fa-check text-success"></i> Algoritma: Linear Regression</li>
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<li><i class="fas fa-check text-success"></i> Sliding Window: 7 hari</li>
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<li><i class="fas fa-check text-success"></i> Normalisasi: MinMaxScaler</li>
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<li><i class="fas fa-check text-success"></i> Train/Test Split: 80/20</li>
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</ul>
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</div>
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</div>
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</div>
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</div>
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<!-- Back to Prediction -->
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<div class="text-center mt-5">
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<a href="/" class="btn btn-warning btn-lg">
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<i class="fas fa-arrow-left"></i>
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Kembali ke Prediksi
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</a>
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</div>
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</div>
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<!-- Footer -->
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<footer class="gradient-bg text-center py-4 mt-5">
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<div class="container">
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<p class="mb-0">© 2025 Kelompok 4 - Sistem Prediksi Harga Emas. Powered by Machine Learning.</p>
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</div>
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</footer>
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<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js"></script>
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</body>
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</html>
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