Add 2 files
Browse files- README.md +7 -5
- index.html +567 -19
README.md
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---
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title:
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emoji:
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colorFrom:
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colorTo:
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sdk: static
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: mmmstudio
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emoji: 🐳
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colorFrom: blue
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colorTo: pink
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sdk: static
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pinned: false
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tags:
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- deepsite
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---
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+
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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index.html
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| 1 |
+
<!DOCTYPE html>
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| 2 |
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<html lang="en">
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| 3 |
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<head>
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| 4 |
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<meta charset="UTF-8">
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| 5 |
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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| 6 |
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<title>Marketing Mix Modeling Studio</title>
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| 7 |
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<script src="https://cdn.tailwindcss.com"></script>
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| 8 |
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
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| 9 |
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<style>
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| 10 |
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.gradient-bg {
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| 11 |
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background: linear-gradient(135deg, #6B73FF 0%, #000DFF 50%, #00D4FF 100%);
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| 12 |
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}
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| 13 |
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.sidebar {
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| 14 |
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transition: all 0.3s ease;
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| 15 |
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}
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| 16 |
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.model-card:hover {
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| 17 |
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transform: translateY(-5px);
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| 18 |
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box-shadow: 0 20px 25px -5px rgba(0, 0, 0, 0.1), 0 10px 10px -5px rgba(0, 0, 0, 0.04);
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| 19 |
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}
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| 20 |
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.dataset-item:hover {
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background-color: rgba(59, 130, 246, 0.1);
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| 22 |
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}
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| 23 |
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#visualization-container {
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| 24 |
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min-height: 400px;
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| 25 |
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}
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| 26 |
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#data-preview {
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| 27 |
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max-height: 400px;
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| 28 |
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overflow-y: auto;
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| 29 |
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}
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| 30 |
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.transform-option:hover {
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| 31 |
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background-color: rgba(99, 102, 241, 0.1);
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| 32 |
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}
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| 33 |
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.tab-active {
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| 34 |
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border-bottom: 3px solid #4f46e5;
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| 35 |
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color: #4f46e5;
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| 36 |
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font-weight: 600;
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| 37 |
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}
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| 38 |
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</style>
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| 39 |
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</head>
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| 40 |
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<body class="bg-gray-50 font-sans">
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| 41 |
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<div class="flex h-screen overflow-hidden">
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| 42 |
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<!-- Sidebar -->
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| 43 |
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<div class="sidebar bg-white w-64 border-r border-gray-200 flex flex-col">
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| 44 |
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<div class="p-4 flex items-center justify-between border-b border-gray-200">
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| 45 |
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<div class="flex items-center space-x-2">
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| 46 |
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<div class="w-8 h-8 rounded-full gradient-bg flex items-center justify-center">
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| 47 |
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<i class="fas fa-chart-pie text-white"></i>
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| 48 |
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</div>
|
| 49 |
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<h1 class="text-xl font-bold text-gray-800">MMM Studio</h1>
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| 50 |
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</div>
|
| 51 |
+
<button id="sidebar-toggle" class="text-gray-500 hover:text-gray-700 md:hidden">
|
| 52 |
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<i class="fas fa-bars"></i>
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| 53 |
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</button>
|
| 54 |
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</div>
|
| 55 |
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<div class="flex-1 overflow-y-auto p-4">
|
| 56 |
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<div class="mb-6">
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| 57 |
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<h2 class="text-xs font-semibold text-gray-500 uppercase tracking-wider mb-2">Workflow</h2>
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| 58 |
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<nav>
|
| 59 |
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<a href="#" class="flex items-center space-x-3 p-2 rounded-lg bg-blue-50 text-blue-600" id="data-tab">
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| 60 |
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<i class="fas fa-database w-5"></i>
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| 61 |
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<span>1. Data Preparation</span>
|
| 62 |
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</a>
|
| 63 |
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<a href="#" class="flex items-center space-x-3 p-2 rounded-lg text-gray-700 hover:bg-gray-100 mt-1" id="transform-tab">
|
| 64 |
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<i class="fas fa-sliders-h w-5"></i>
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| 65 |
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<span>2. Transformations</span>
|
| 66 |
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</a>
|
| 67 |
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<a href="#" class="flex items-center space-x-3 p-2 rounded-lg text-gray-700 hover:bg-gray-100 mt-1" id="model-tab">
|
| 68 |
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<i class="fas fa-project-diagram w-5"></i>
|
| 69 |
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<span>3. Model Setup</span>
|
| 70 |
+
</a>
|
| 71 |
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<a href="#" class="flex items-center space-x-3 p-2 rounded-lg text-gray-700 hover:bg-gray-100 mt-1" id="results-tab">
|
| 72 |
+
<i class="fas fa-chart-line w-5"></i>
|
| 73 |
+
<span>4. Results</span>
|
| 74 |
+
</a>
|
| 75 |
+
</nav>
|
| 76 |
+
</div>
|
| 77 |
+
<div>
|
| 78 |
+
<h2 class="text-xs font-semibold text-gray-500 uppercase tracking-wider mb-2">Recent Projects</h2>
|
| 79 |
+
<div class="space-y-1">
|
| 80 |
+
<a href="#" class="flex items-center space-x-2 p-2 text-sm rounded-lg text-gray-700 hover:bg-gray-100">
|
| 81 |
+
<div class="w-2 h-2 rounded-full bg-green-500"></div>
|
| 82 |
+
<span>Q2 Campaign Analysis</span>
|
| 83 |
+
</a>
|
| 84 |
+
<a href="#" class="flex items-center space-x-2 p-2 text-sm rounded-lg text-gray-700 hover:bg-gray-100">
|
| 85 |
+
<div class="w-2 h-2 rounded-full bg-blue-500"></div>
|
| 86 |
+
<span>Product Launch MMM</span>
|
| 87 |
+
</a>
|
| 88 |
+
<a href="#" class="flex items-center space-x-2 p-2 text-sm rounded-lg text-gray-700 hover:bg-gray-100">
|
| 89 |
+
<div class="w-2 h-2 rounded-full bg-yellow-500"></div>
|
| 90 |
+
<span>Seasonal Impact Study</span>
|
| 91 |
+
</a>
|
| 92 |
+
</div>
|
| 93 |
+
</div>
|
| 94 |
+
</div>
|
| 95 |
+
<div class="p-4 border-t border-gray-200">
|
| 96 |
+
<div class="flex items-center space-x-3">
|
| 97 |
+
<img src="https://randomuser.me/api/portraits/women/44.jpg" alt="User" class="w-10 h-10 rounded-full">
|
| 98 |
+
<div>
|
| 99 |
+
<p class="text-sm font-medium text-gray-800">Marketing Analyst</p>
|
| 100 |
+
<p class="text-xs text-gray-500">Last active: 2h ago</p>
|
| 101 |
+
</div>
|
| 102 |
+
</div>
|
| 103 |
+
</div>
|
| 104 |
+
</div>
|
| 105 |
+
|
| 106 |
+
<!-- Main Content -->
|
| 107 |
+
<div class="flex-1 overflow-auto">
|
| 108 |
+
<!-- Header -->
|
| 109 |
+
<header class="bg-white border-b border-gray-200 p-4 flex items-center justify-between">
|
| 110 |
+
<h2 class="text-2xl font-bold text-gray-800" id="current-step">Data Preparation</h2>
|
| 111 |
+
<div class="flex items-center space-x-4">
|
| 112 |
+
<button class="px-4 py-2 bg-indigo-600 text-white rounded-lg hover:bg-indigo-700 flex items-center">
|
| 113 |
+
<i class="fas fa-play mr-2"></i> Run Model
|
| 114 |
+
</button>
|
| 115 |
+
<button class="p-2 text-gray-500 hover:text-gray-700">
|
| 116 |
+
<i class="fas fa-save"></i>
|
| 117 |
+
</button>
|
| 118 |
+
<button class="p-2 text-gray-500 hover:text-gray-700">
|
| 119 |
+
<i class="fas fa-question-circle"></i>
|
| 120 |
+
</button>
|
| 121 |
+
</div>
|
| 122 |
+
</header>
|
| 123 |
+
|
| 124 |
+
<!-- Main Content Area -->
|
| 125 |
+
<main class="p-6">
|
| 126 |
+
<!-- Data Preparation Section -->
|
| 127 |
+
<div id="data-section" class="mb-8">
|
| 128 |
+
<div class="bg-white rounded-xl shadow-sm p-6 border border-gray-100 mb-6">
|
| 129 |
+
<h3 class="text-lg font-semibold text-gray-800 mb-4">Upload Dataset</h3>
|
| 130 |
+
<div class="border-2 border-dashed border-gray-300 rounded-lg p-8 text-center">
|
| 131 |
+
<i class="fas fa-cloud-upload-alt text-4xl text-gray-400 mb-3"></i>
|
| 132 |
+
<p class="text-gray-600 mb-2">Drag and drop your CSV or Excel file here</p>
|
| 133 |
+
<p class="text-sm text-gray-500 mb-4">or</p>
|
| 134 |
+
<input type="file" id="file-upload" class="hidden" accept=".csv,.xlsx,.xls">
|
| 135 |
+
<label for="file-upload" class="px-4 py-2 bg-indigo-600 text-white rounded-lg hover:bg-indigo-700 cursor-pointer">
|
| 136 |
+
Browse Files
|
| 137 |
+
</label>
|
| 138 |
+
<p class="text-xs text-gray-500 mt-3">Supports: CSV, XLSX (Max 50MB)</p>
|
| 139 |
+
</div>
|
| 140 |
+
</div>
|
| 141 |
+
|
| 142 |
+
<div class="bg-white rounded-xl shadow-sm p-6 border border-gray-100">
|
| 143 |
+
<h3 class="text-lg font-semibold text-gray-800 mb-4">Data Preview</h3>
|
| 144 |
+
<div id="data-preview" class="border border-gray-200 rounded-lg overflow-hidden">
|
| 145 |
+
<div class="bg-gray-100 p-4 text-center text-gray-500">
|
| 146 |
+
<i class="fas fa-table mr-2"></i> No data uploaded yet
|
| 147 |
+
</div>
|
| 148 |
+
</div>
|
| 149 |
+
</div>
|
| 150 |
+
</div>
|
| 151 |
+
|
| 152 |
+
<!-- Transformations Section -->
|
| 153 |
+
<div id="transform-section" class="mb-8 hidden">
|
| 154 |
+
<div class="bg-white rounded-xl shadow-sm p-6 border border-gray-100 mb-6">
|
| 155 |
+
<h3 class="text-lg font-semibold text-gray-800 mb-4">Available Transformations</h3>
|
| 156 |
+
<div class="grid grid-cols-1 md:grid-cols-3 gap-4">
|
| 157 |
+
<div class="transform-option border border-gray-200 rounded-lg p-4 cursor-pointer hover:border-indigo-300">
|
| 158 |
+
<div class="flex items-center mb-2">
|
| 159 |
+
<div class="w-8 h-8 rounded-full bg-indigo-100 flex items-center justify-center mr-3">
|
| 160 |
+
<i class="fas fa-calculator text-indigo-600"></i>
|
| 161 |
+
</div>
|
| 162 |
+
<h4 class="font-medium">Log Transformation</h4>
|
| 163 |
+
</div>
|
| 164 |
+
<p class="text-sm text-gray-600">Apply logarithmic transformation to normalize data</p>
|
| 165 |
+
</div>
|
| 166 |
+
<div class="transform-option border border-gray-200 rounded-lg p-4 cursor-pointer hover:border-indigo-300">
|
| 167 |
+
<div class="flex items-center mb-2">
|
| 168 |
+
<div class="w-8 h-8 rounded-full bg-indigo-100 flex items-center justify-center mr-3">
|
| 169 |
+
<i class="fas fa-calendar-alt text-indigo-600"></i>
|
| 170 |
+
</div>
|
| 171 |
+
<h4 class="font-medium">Date Aggregation</h4>
|
| 172 |
+
</div>
|
| 173 |
+
<p class="text-sm text-gray-600">Aggregate data by week, month or quarter</p>
|
| 174 |
+
</div>
|
| 175 |
+
<div class="transform-option border border-gray-200 rounded-lg p-4 cursor-pointer hover:border-indigo-300">
|
| 176 |
+
<div class="flex items-center mb-2">
|
| 177 |
+
<div class="w-8 h-8 rounded-full bg-indigo-100 flex items-center justify-center mr-3">
|
| 178 |
+
<i class="fas fa-percentage text-indigo-600"></i>
|
| 179 |
+
</div>
|
| 180 |
+
<h4 class="font-medium">Normalization</h4>
|
| 181 |
+
</div>
|
| 182 |
+
<p class="text-sm text-gray-600">Scale variables to 0-1 range</p>
|
| 183 |
+
</div>
|
| 184 |
+
<div class="transform-option border border-gray-200 rounded-lg p-4 cursor-pointer hover:border-indigo-300">
|
| 185 |
+
<div class="flex items-center mb-2">
|
| 186 |
+
<div class="w-8 h-8 rounded-full bg-indigo-100 flex items-center justify-center mr-3">
|
| 187 |
+
<i class="fas fa-wave-square text-indigo-600"></i>
|
| 188 |
+
</div>
|
| 189 |
+
<h4 class="font-medium">Adstock</h4>
|
| 190 |
+
</div>
|
| 191 |
+
<p class="text-sm text-gray-600">Apply adstock effect to media variables</p>
|
| 192 |
+
</div>
|
| 193 |
+
<div class="transform-option border border-gray-200 rounded-lg p-4 cursor-pointer hover:border-indigo-300">
|
| 194 |
+
<div class="flex items-center mb-2">
|
| 195 |
+
<div class="w-8 h-8 rounded-full bg-indigo-100 flex items-center justify-center mr-3">
|
| 196 |
+
<i class="fas fa-random text-indigo-600"></i>
|
| 197 |
+
</div>
|
| 198 |
+
<h4 class="font-medium">Lag Variables</h4>
|
| 199 |
+
</div>
|
| 200 |
+
<p class="text-sm text-gray-600">Create lagged versions of variables</p>
|
| 201 |
+
</div>
|
| 202 |
+
<div class="transform-option border border-gray-200 rounded-lg p-4 cursor-pointer hover:border-indigo-300">
|
| 203 |
+
<div class="flex items-center mb-2">
|
| 204 |
+
<div class="w-8 h-8 rounded-full bg-indigo-100 flex items-center justify-center mr-3">
|
| 205 |
+
<i class="fas fa-filter text-indigo-600"></i>
|
| 206 |
+
</div>
|
| 207 |
+
<h4 class="font-medium">Outlier Treatment</h4>
|
| 208 |
+
</div>
|
| 209 |
+
<p class="text-sm text-gray-600">Detect and treat outliers</p>
|
| 210 |
+
</div>
|
| 211 |
+
</div>
|
| 212 |
+
</div>
|
| 213 |
+
|
| 214 |
+
<div class="bg-white rounded-xl shadow-sm p-6 border border-gray-100">
|
| 215 |
+
<h3 class="text-lg font-semibold text-gray-800 mb-4">Applied Transformations</h3>
|
| 216 |
+
<div class="border border-gray-200 rounded-lg p-4">
|
| 217 |
+
<div class="text-center text-gray-500 py-8">
|
| 218 |
+
<i class="fas fa-sliders-h text-2xl mb-2"></i>
|
| 219 |
+
<p>No transformations applied yet</p>
|
| 220 |
+
</div>
|
| 221 |
+
</div>
|
| 222 |
+
</div>
|
| 223 |
+
</div>
|
| 224 |
+
|
| 225 |
+
<!-- Model Setup Section -->
|
| 226 |
+
<div id="model-section" class="mb-8 hidden">
|
| 227 |
+
<div class="grid grid-cols-1 lg:grid-cols-2 gap-6">
|
| 228 |
+
<div class="bg-white rounded-xl shadow-sm p-6 border border-gray-100">
|
| 229 |
+
<h3 class="text-lg font-semibold text-gray-800 mb-4">Model Configuration</h3>
|
| 230 |
+
|
| 231 |
+
<div class="mb-4">
|
| 232 |
+
<label class="block text-sm font-medium text-gray-700 mb-1">Target Variable</label>
|
| 233 |
+
<select class="w-full border border-gray-300 rounded-lg px-3 py-2 focus:outline-none focus:ring-2 focus:ring-indigo-500">
|
| 234 |
+
<option value="">Select target variable</option>
|
| 235 |
+
<option value="sales">Sales</option>
|
| 236 |
+
<option value="revenue">Revenue</option>
|
| 237 |
+
<option value="conversions">Conversions</option>
|
| 238 |
+
</select>
|
| 239 |
+
</div>
|
| 240 |
+
|
| 241 |
+
<div class="mb-4">
|
| 242 |
+
<label class="block text-sm font-medium text-gray-700 mb-1">Media Variables</label>
|
| 243 |
+
<div class="border border-gray-200 rounded-lg p-2 max-h-40 overflow-y-auto">
|
| 244 |
+
<div class="flex items-center mb-2">
|
| 245 |
+
<input type="checkbox" id="tv" class="mr-2">
|
| 246 |
+
<label for="tv">TV Spend</label>
|
| 247 |
+
</div>
|
| 248 |
+
<div class="flex items-center mb-2">
|
| 249 |
+
<input type="checkbox" id="digital" class="mr-2">
|
| 250 |
+
<label for="digital">Digital Spend</label>
|
| 251 |
+
</div>
|
| 252 |
+
<div class="flex items-center mb-2">
|
| 253 |
+
<input type="checkbox" id="social" class="mr-2">
|
| 254 |
+
<label for="social">Social Media</label>
|
| 255 |
+
</div>
|
| 256 |
+
<div class="flex items-center mb-2">
|
| 257 |
+
<input type="checkbox" id="print" class="mr-2">
|
| 258 |
+
<label for="print">Print Media</label>
|
| 259 |
+
</div>
|
| 260 |
+
<div class="flex items-center">
|
| 261 |
+
<input type="checkbox" id="radio" class="mr-2">
|
| 262 |
+
<label for="radio">Radio</label>
|
| 263 |
+
</div>
|
| 264 |
+
</div>
|
| 265 |
+
</div>
|
| 266 |
+
|
| 267 |
+
<div class="mb-4">
|
| 268 |
+
<label class="block text-sm font-medium text-gray-700 mb-1">Control Variables</label>
|
| 269 |
+
<div class="border border-gray-200 rounded-lg p-2 max-h-40 overflow-y-auto">
|
| 270 |
+
<div class="flex items-center mb-2">
|
| 271 |
+
<input type="checkbox" id="price" class="mr-2">
|
| 272 |
+
<label for="price">Price</label>
|
| 273 |
+
</div>
|
| 274 |
+
<div class="flex items-center mb-2">
|
| 275 |
+
<input type="checkbox" id="promo" class="mr-2">
|
| 276 |
+
<label for="promo">Promotions</label>
|
| 277 |
+
</div>
|
| 278 |
+
<div class="flex items-center mb-2">
|
| 279 |
+
<input type="checkbox" id="season" class="mr-2">
|
| 280 |
+
<label for="season">Seasonality</label>
|
| 281 |
+
</div>
|
| 282 |
+
<div class="flex items-center">
|
| 283 |
+
<input type="checkbox" id="comp" class="mr-2">
|
| 284 |
+
<label for="comp">Competitor Activity</label>
|
| 285 |
+
</div>
|
| 286 |
+
</div>
|
| 287 |
+
</div>
|
| 288 |
+
|
| 289 |
+
<div class="mb-4">
|
| 290 |
+
<label class="block text-sm font-medium text-gray-700 mb-1">Model Type</label>
|
| 291 |
+
<select class="w-full border border-gray-300 rounded-lg px-3 py-2 focus:outline-none focus:ring-2 focus:ring-indigo-500">
|
| 292 |
+
<option value="linear">Linear Regression</option>
|
| 293 |
+
<option value="ridge">Ridge Regression</option>
|
| 294 |
+
<option value="lasso">LASSO Regression</option>
|
| 295 |
+
<option value="bayesian">Bayesian Regression</option>
|
| 296 |
+
</select>
|
| 297 |
+
</div>
|
| 298 |
+
</div>
|
| 299 |
+
|
| 300 |
+
<div class="bg-white rounded-xl shadow-sm p-6 border border-gray-100">
|
| 301 |
+
<h3 class="text-lg font-semibold text-gray-800 mb-4">Model Parameters</h3>
|
| 302 |
+
|
| 303 |
+
<div class="mb-4">
|
| 304 |
+
<label class="block text-sm font-medium text-gray-700 mb-1">Time Range</label>
|
| 305 |
+
<div class="flex space-x-2">
|
| 306 |
+
<input type="date" class="border border-gray-300 rounded-lg px-3 py-2 flex-1">
|
| 307 |
+
<span class="flex items-center">to</span>
|
| 308 |
+
<input type="date" class="border border-gray-300 rounded-lg px-3 py-2 flex-1">
|
| 309 |
+
</div>
|
| 310 |
+
</div>
|
| 311 |
+
|
| 312 |
+
<div class="mb-4">
|
| 313 |
+
<label class="block text-sm font-medium text-gray-700 mb-1">Train/Test Split</label>
|
| 314 |
+
<div class="flex items-center">
|
| 315 |
+
<input type="range" min="50" max="90" value="80" class="w-full mr-3">
|
| 316 |
+
<span class="text-sm font-medium">80%</span>
|
| 317 |
+
</div>
|
| 318 |
+
<p class="text-xs text-gray-500 mt-1">Percentage of data to use for training</p>
|
| 319 |
+
</div>
|
| 320 |
+
|
| 321 |
+
<div class="mb-4">
|
| 322 |
+
<label class="block text-sm font-medium text-gray-700 mb-1">Adstock Parameters</label>
|
| 323 |
+
<div class="space-y-2">
|
| 324 |
+
<div class="flex items-center justify-between">
|
| 325 |
+
<span class="text-sm">TV Carryover</span>
|
| 326 |
+
<input type="number" min="0" max="1" step="0.1" value="0.5" class="w-16 border border-gray-300 rounded-lg px-2 py-1 text-right">
|
| 327 |
+
</div>
|
| 328 |
+
<div class="flex items-center justify-between">
|
| 329 |
+
<span class="text-sm">Digital Carryover</span>
|
| 330 |
+
<input type="number" min="0" max="1" step="0.1" value="0.3" class="w-16 border border-gray-300 rounded-lg px-2 py-1 text-right">
|
| 331 |
+
</div>
|
| 332 |
+
<div class="flex items-center justify-between">
|
| 333 |
+
<span class="text-sm">Social Carryover</span>
|
| 334 |
+
<input type="number" min="0" max="1" step="0.1" value="0.2" class="w-16 border border-gray-300 rounded-lg px-2 py-1 text-right">
|
| 335 |
+
</div>
|
| 336 |
+
</div>
|
| 337 |
+
</div>
|
| 338 |
+
|
| 339 |
+
<div class="mb-4">
|
| 340 |
+
<label class="block text-sm font-medium text-gray-700 mb-1">Saturation Curve</label>
|
| 341 |
+
<select class="w-full border border-gray-300 rounded-lg px-3 py-2 focus:outline-none focus:ring-2 focus:ring-indigo-500">
|
| 342 |
+
<option value="hill">Hill Function</option>
|
| 343 |
+
<option value="log">Logarithmic</option>
|
| 344 |
+
<option value="exp">Exponential</option>
|
| 345 |
+
</select>
|
| 346 |
+
</div>
|
| 347 |
+
</div>
|
| 348 |
+
</div>
|
| 349 |
+
</div>
|
| 350 |
+
|
| 351 |
+
<!-- Results Section -->
|
| 352 |
+
<div id="results-section" class="hidden">
|
| 353 |
+
<div class="bg-white rounded-xl shadow-sm p-6 border border-gray-100 mb-6">
|
| 354 |
+
<h3 class="text-lg font-semibold text-gray-800 mb-4">Model Performance</h3>
|
| 355 |
+
<div class="grid grid-cols-1 md:grid-cols-3 gap-4 mb-6">
|
| 356 |
+
<div class="bg-gray-50 rounded-lg p-4 border border-gray-200">
|
| 357 |
+
<p class="text-sm font-medium text-gray-500 mb-1">R-squared</p>
|
| 358 |
+
<p class="text-2xl font-bold text-gray-800">0.87</p>
|
| 359 |
+
<p class="text-xs text-green-500">Good fit</p>
|
| 360 |
+
</div>
|
| 361 |
+
<div class="bg-gray-50 rounded-lg p-4 border border-gray-200">
|
| 362 |
+
<p class="text-sm font-medium text-gray-500 mb-1">MAPE</p>
|
| 363 |
+
<p class="text-2xl font-bold text-gray-800">12.5%</p>
|
| 364 |
+
<p class="text-xs text-yellow-500">Moderate error</p>
|
| 365 |
+
</div>
|
| 366 |
+
<div class="bg-gray-50 rounded-lg p-4 border border-gray-200">
|
| 367 |
+
<p class="text-sm font-medium text-gray-500 mb-1">RMSE</p>
|
| 368 |
+
<p class="text-2xl font-bold text-gray-800">1,245</p>
|
| 369 |
+
<p class="text-xs text-green-500">Good precision</p>
|
| 370 |
+
</div>
|
| 371 |
+
</div>
|
| 372 |
+
|
| 373 |
+
<div class="border border-gray-200 rounded-lg p-4">
|
| 374 |
+
<div class="flex justify-between items-center mb-4">
|
| 375 |
+
<h4 class="font-medium">Actual vs Predicted</h4>
|
| 376 |
+
<div class="flex space-x-2">
|
| 377 |
+
<button class="px-3 py-1 bg-gray-100 rounded-lg text-sm">Weekly</button>
|
| 378 |
+
<button class="px-3 py-1 bg-indigo-600 text-white rounded-lg text-sm">Monthly</button>
|
| 379 |
+
<button class="px-3 py-1 bg-gray-100 rounded-lg text-sm">Quarterly</button>
|
| 380 |
+
</div>
|
| 381 |
+
</div>
|
| 382 |
+
<div id="visualization-container" class="bg-gray-50 rounded-lg p-4 h-64 flex items-center justify-center">
|
| 383 |
+
<p class="text-gray-500">Run the model to see visualization</p>
|
| 384 |
+
</div>
|
| 385 |
+
</div>
|
| 386 |
+
</div>
|
| 387 |
+
|
| 388 |
+
<div class="bg-white rounded-xl shadow-sm p-6 border border-gray-100">
|
| 389 |
+
<h3 class="text-lg font-semibold text-gray-800 mb-4">ROI Analysis</h3>
|
| 390 |
+
<div class="overflow-x-auto">
|
| 391 |
+
<table class="min-w-full divide-y divide-gray-200">
|
| 392 |
+
<thead class="bg-gray-50">
|
| 393 |
+
<tr>
|
| 394 |
+
<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Channel</th>
|
| 395 |
+
<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Spend</th>
|
| 396 |
+
<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Contribution</th>
|
| 397 |
+
<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">ROI</th>
|
| 398 |
+
<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Efficiency</th>
|
| 399 |
+
</tr>
|
| 400 |
+
</thead>
|
| 401 |
+
<tbody class="bg-white divide-y divide-gray-200">
|
| 402 |
+
<tr>
|
| 403 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900">TV</td>
|
| 404 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">$1,250,000</td>
|
| 405 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">32%</td>
|
| 406 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-green-500">2.8</td>
|
| 407 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">High</td>
|
| 408 |
+
</tr>
|
| 409 |
+
<tr>
|
| 410 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900">Digital</td>
|
| 411 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">$850,000</td>
|
| 412 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">28%</td>
|
| 413 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-green-500">3.2</td>
|
| 414 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">Very High</td>
|
| 415 |
+
</tr>
|
| 416 |
+
<tr>
|
| 417 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900">Social Media</td>
|
| 418 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">$320,000</td>
|
| 419 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">18%</td>
|
| 420 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-yellow-500">1.9</td>
|
| 421 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">Medium</td>
|
| 422 |
+
</tr>
|
| 423 |
+
<tr>
|
| 424 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900">Print</td>
|
| 425 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">$180,000</td>
|
| 426 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">12%</td>
|
| 427 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-red-500">0.8</td>
|
| 428 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">Low</td>
|
| 429 |
+
</tr>
|
| 430 |
+
<tr>
|
| 431 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900">Radio</td>
|
| 432 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">$150,000</td>
|
| 433 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">10%</td>
|
| 434 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-yellow-500">1.2</td>
|
| 435 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">Medium</td>
|
| 436 |
+
</tr>
|
| 437 |
+
</tbody>
|
| 438 |
+
</table>
|
| 439 |
+
</div>
|
| 440 |
+
</div>
|
| 441 |
+
</div>
|
| 442 |
+
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|
| 443 |
+
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|
| 444 |
+
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| 470 |
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|
| 500 |
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| 501 |
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if (file) {
|
| 502 |
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// Simulate processing
|
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setTimeout(() => {
|
| 504 |
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<tr>
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| 509 |
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<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Date</th>
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| 510 |
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<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Sales</th>
|
| 511 |
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<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">TV Spend</th>
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| 512 |
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<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Digital Spend</th>
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| 513 |
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<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">2023-01-01</td>
|
| 518 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">125,000</td>
|
| 519 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">50,000</td>
|
| 520 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">25,000</td>
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| 521 |
+
</tr>
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| 522 |
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<tr>
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| 523 |
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<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">2023-01-08</td>
|
| 524 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">135,000</td>
|
| 525 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">55,000</td>
|
| 526 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">28,000</td>
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| 527 |
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</tr>
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| 528 |
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<tr>
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| 529 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">2023-01-15</td>
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| 530 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">145,000</td>
|
| 531 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">60,000</td>
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| 532 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">30,000</td>
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| 533 |
+
</tr>
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| 534 |
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<tr>
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| 535 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">2023-01-22</td>
|
| 536 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">155,000</td>
|
| 537 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">65,000</td>
|
| 538 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">32,000</td>
|
| 539 |
+
</tr>
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| 540 |
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<tr>
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| 541 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">2023-01-29</td>
|
| 542 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">165,000</td>
|
| 543 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">70,000</td>
|
| 544 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">35,000</td>
|
| 545 |
+
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|
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| 558 |
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|
| 559 |
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|
| 560 |
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| 563 |
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| 565 |
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|
| 566 |
+
<p style="border-radius: 8px; text-align: center; font-size: 12px; color: #fff; margin-top: 16px;position: fixed; left: 8px; bottom: 8px; z-index: 10; background: rgba(0, 0, 0, 0.8); padding: 4px 8px;">Made with <img src="https://enzostvs-deepsite.hf.space/logo.svg" alt="DeepSite Logo" style="width: 16px; height: 16px; vertical-align: middle;display:inline-block;margin-right:3px;filter:brightness(0) invert(1);"><a href="https://enzostvs-deepsite.hf.space" style="color: #fff;text-decoration: underline;" target="_blank" >DeepSite</a> - 🧬 <a href="https://enzostvs-deepsite.hf.space?remix=marcessz/mmmstudio" style="color: #fff;text-decoration: underline;" target="_blank" >Remix</a></p></body>
|
| 567 |
+
</html>
|