Download index.html from Breadwinner79/data-mining-project: direct link, hf CLI and curl.
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https://huggingface.co/spaces/Breadwinner79/data-mining-project/resolve/main/index.html
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hf download hf://spaces/Breadwinner79/data-mining-project/index.html
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curl -L -o index.html https://huggingface.co/spaces/Breadwinner79/data-mining-project/resolve/main/index.html
73.5 kB
| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
| <title>Quantum Miner - Advanced Data Mining Platform</title> | |
| <script src="https://cdn.tailwindcss.com"></script> | |
| <script src="https://cdn.jsdelivr.net/npm/chart.js"></script> | |
| <script src="https://cdn.jsdelivr.net/npm/apexcharts"></script> | |
| <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css"> | |
| <style> | |
| @keyframes pulse { | |
| 0%, 100% { opacity: 1; } | |
| 50% { opacity: 0.5; } | |
| } | |
| .animate-pulse { | |
| animation: pulse 2s cubic-bezier(0.4, 0, 0.6, 1) infinite; | |
| } | |
| .sidebar { | |
| transition: all 0.3s ease; | |
| } | |
| .data-mining-card:hover { | |
| transform: translateY(-5px); | |
| box-shadow: 0 10px 20px rgba(0,0,0,0.1); | |
| } | |
| .algorithm-card { | |
| transition: all 0.2s ease; | |
| } | |
| .algorithm-card:hover { | |
| transform: scale(1.02); | |
| } | |
| .node { | |
| cursor: move; | |
| user-select: none; | |
| } | |
| .connection { | |
| stroke: #4f46e5; | |
| stroke-width: 2px; | |
| fill: none; | |
| } | |
| #dataCanvas { | |
| background-color: #f8fafc; | |
| border-radius: 0.5rem; | |
| } | |
| .dark #dataCanvas { | |
| background-color: #1e293b; | |
| } | |
| .progress-ring__circle { | |
| transition: stroke-dashoffset 0.35s; | |
| transform: rotate(-90deg); | |
| transform-origin: 50% 50%; | |
| } | |
| .tooltip { | |
| position: relative; | |
| display: inline-block; | |
| } | |
| .tooltip .tooltiptext { | |
| visibility: hidden; | |
| width: 200px; | |
| background-color: #333; | |
| color: #fff; | |
| text-align: center; | |
| border-radius: 6px; | |
| padding: 5px; | |
| position: absolute; | |
| z-index: 1; | |
| bottom: 125%; | |
| left: 50%; | |
| margin-left: -100px; | |
| opacity: 0; | |
| transition: opacity 0.3s; | |
| } | |
| .tooltip:hover .tooltiptext { | |
| visibility: visible; | |
| opacity: 1; | |
| } | |
| .glow { | |
| box-shadow: 0 0 10px rgba(79, 70, 229, 0.7); | |
| } | |
| .node-highlight { | |
| animation: glow-pulse 1.5s infinite alternate; | |
| } | |
| @keyframes glow-pulse { | |
| from { box-shadow: 0 0 5px rgba(79, 70, 229, 0.5); } | |
| to { box-shadow: 0 0 15px rgba(79, 70, 229, 0.9); } | |
| } | |
| .scrollbar-hide::-webkit-scrollbar { | |
| display: none; | |
| } | |
| .scrollbar-hide { | |
| -ms-overflow-style: none; | |
| scrollbar-width: none; | |
| } | |
| </style> | |
| </head> | |
| <body class="bg-gray-50 dark:bg-gray-900 text-gray-900 dark:text-gray-100 transition-colors duration-300"> | |
| <div class="flex h-screen overflow-hidden"> | |
| <!-- Sidebar --> | |
| <div id="sidebar" class="sidebar w-64 bg-white dark:bg-gray-800 border-r border-gray-200 dark:border-gray-700 flex flex-col transition-all duration-300"> | |
| <div class="p-4 border-b border-gray-200 dark:border-gray-700"> | |
| <div class="flex items-center"> | |
| <div class="w-10 h-10 rounded-full bg-gradient-to-br from-indigo-500 to-purple-600 flex items-center justify-center text-white font-bold">QM</div> | |
| <div class="ml-3"> | |
| <h1 class="font-bold text-lg">Quantum Miner</h1> | |
| <p class="text-xs text-gray-500 dark:text-gray-400">v3.2.1</p> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="flex-1 overflow-y-auto p-4 scrollbar-hide"> | |
| <div class="mb-6"> | |
| <h2 class="text-xs uppercase font-semibold text-gray-500 dark:text-gray-400 mb-2">Data Sources</h2> | |
| <div class="space-y-1"> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-database mr-2 text-indigo-500"></i> Databases | |
| <span class="ml-auto bg-indigo-100 dark:bg-indigo-900 text-indigo-800 dark:text-indigo-200 text-xs px-2 py-0.5 rounded-full">12</span> | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-file-csv mr-2 text-green-500"></i> CSV/Excel | |
| <span class="ml-auto bg-green-100 dark:bg-green-900 text-green-800 dark:text-green-200 text-xs px-2 py-0.5 rounded-full">8</span> | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-cloud mr-2 text-blue-500"></i> Cloud Storage | |
| <span class="ml-auto bg-blue-100 dark:bg-blue-900 text-blue-800 dark:text-blue-200 text-xs px-2 py-0.5 rounded-full">5</span> | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-globe mr-2 text-purple-500"></i> Web Scraping | |
| <span class="ml-auto bg-purple-100 dark:bg-purple-900 text-purple-800 dark:text-purple-200 text-xs px-2 py-0.5 rounded-full">3</span> | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-stream mr-2 text-yellow-500"></i> API Integration | |
| <span class="ml-auto bg-yellow-100 dark:bg-yellow-900 text-yellow-800 dark:text-yellow-200 text-xs px-2 py-0.5 rounded-full">7</span> | |
| </button> | |
| </div> | |
| </div> | |
| <div class="mb-6"> | |
| <h2 class="text-xs uppercase font-semibold text-gray-500 dark:text-gray-400 mb-2">Algorithms</h2> | |
| <div class="space-y-1"> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-project-diagram mr-2 text-red-500"></i> Association Rules | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-sitemap mr-2 text-pink-500"></i> Decision Trees | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-chart-line mr-2 text-orange-500"></i> Regression | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-layer-group mr-2 text-teal-500"></i> Clustering | |
| <span class="ml-auto bg-teal-100 dark:bg-teal-900 text-teal-800 dark:text-teal-200 text-xs px-2 py-0.5 rounded-full">Active</span> | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-brain mr-2 text-indigo-500"></i> Neural Networks | |
| </button> | |
| </div> | |
| </div> | |
| <div class="mb-6"> | |
| <h2 class="text-xs uppercase font-semibold text-gray-500 dark:text-gray-400 mb-2">Visualization</h2> | |
| <div class="space-y-1"> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-chart-bar mr-2 text-blue-500"></i> Charts | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-map mr-2 text-green-500"></i> Geospatial | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-network-wired mr-2 text-purple-500"></i> Network Graphs | |
| </button> | |
| </div> | |
| </div> | |
| <div class="mb-6"> | |
| <h2 class="text-xs uppercase font-semibold text-gray-500 dark:text-gray-400 mb-2">Projects</h2> | |
| <div class="space-y-1"> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg bg-indigo-50 dark:bg-indigo-900/30 text-indigo-700 dark:text-indigo-200 border border-indigo-100 dark:border-indigo-800"> | |
| <i class="fas fa-chart-pie mr-2 text-indigo-500"></i> Customer Segmentation | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-shopping-cart mr-2 text-yellow-500"></i> Market Basket | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-robot mr-2 text-red-500"></i> Fraud Detection | |
| </button> | |
| <button class="w-full flex items-center px-3 py-2 text-sm rounded-lg hover:bg-gray-100 dark:hover:bg-gray-700 transition-colors"> | |
| <i class="fas fa-bolt mr-2 text-green-500"></i> Real-time Analytics | |
| </button> | |
| </div> | |
| </div> | |
| <div class="mb-6"> | |
| <h2 class="text-xs uppercase font-semibold text-gray-500 dark:text-gray-400 mb-2">Quick Actions</h2> | |
| <div class="grid grid-cols-2 gap-2"> | |
| <button class="flex items-center justify-center px-3 py-2 text-sm rounded-lg bg-gray-100 dark:bg-gray-700 hover:bg-gray-200 dark:hover:bg-gray-600 transition-colors"> | |
| <i class="fas fa-plus mr-1 text-indigo-500"></i> New | |
| </button> | |
| <button class="flex items-center justify-center px-3 py-2 text-sm rounded-lg bg-gray-100 dark:bg-gray-700 hover:bg-gray-200 dark:hover:bg-gray-600 transition-colors"> | |
| <i class="fas fa-upload mr-1 text-blue-500"></i> Import | |
| </button> | |
| <button class="flex items-center justify-center px-3 py-2 text-sm rounded-lg bg-gray-100 dark:bg-gray-700 hover:bg-gray-200 dark:hover:bg-gray-600 transition-colors"> | |
| <i class="fas fa-share-alt mr-1 text-green-500"></i> Share | |
| </button> | |
| <button class="flex items-center justify-center px-3 py-2 text-sm rounded-lg bg-gray-100 dark:bg-gray-700 hover:bg-gray-200 dark:hover:bg-gray-600 transition-colors"> | |
| <i class="fas fa-cog mr-1 text-purple-500"></i> Settings | |
| </button> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="p-4 border-t border-gray-200 dark:border-gray-700"> | |
| <div class="flex items-center"> | |
| <div class="w-8 h-8 rounded-full bg-gradient-to-br from-indigo-500 to-purple-600 flex items-center justify-center"> | |
| <i class="fas fa-user text-white text-sm"></i> | |
| </div> | |
| <div class="ml-3"> | |
| <p class="text-sm font-medium">Admin User</p> | |
| <p class="text-xs text-gray-500 dark:text-gray-400">Premium License</p> | |
| </div> | |
| <button class="ml-auto text-gray-500 dark:text-gray-400 hover:text-gray-700 dark:hover:text-gray-200 transition-colors"> | |
| <i class="fas fa-cog"></i> | |
| </button> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- Main Content --> | |
| <div class="flex-1 flex flex-col overflow-hidden"> | |
| <!-- Top Navigation --> | |
| <div class="bg-white dark:bg-gray-800 border-b border-gray-200 dark:border-gray-700 p-4 flex items-center justify-between"> | |
| <div class="flex items-center"> | |
| <button id="sidebarToggle" class="mr-4 text-gray-500 hover:text-gray-700 dark:hover:text-gray-300 transition-colors"> | |
| <i class="fas fa-bars"></i> | |
| </button> | |
| <div class="flex items-center"> | |
| <h2 class="text-xl font-bold">Customer Segmentation Analysis</h2> | |
| <span class="ml-2 bg-indigo-100 dark:bg-indigo-900 text-indigo-800 dark:text-indigo-200 text-xs px-2 py-0.5 rounded-full">Active</span> | |
| </div> | |
| </div> | |
| <div class="flex items-center space-x-4"> | |
| <div class="relative hidden md:block"> | |
| <input type="text" placeholder="Search datasets..." class="pl-10 pr-4 py-2 border border-gray-300 dark:border-gray-600 rounded-lg bg-white dark:bg-gray-700 focus:outline-none focus:ring-2 focus:ring-indigo-500 focus:border-transparent w-64 transition-all"> | |
| <i class="fas fa-search absolute left-3 top-3 text-gray-400"></i> | |
| </div> | |
| <button class="p-2 text-gray-500 hover:text-gray-700 dark:hover:text-gray-300 relative transition-colors"> | |
| <i class="fas fa-bell"></i> | |
| <span class="absolute top-0 right-0 w-2 h-2 bg-red-500 rounded-full"></span> | |
| </button> | |
| <button id="darkModeToggle" class="p-2 text-gray-500 hover:text-gray-700 dark:hover:text-gray-300 transition-colors"> | |
| <i class="fas fa-moon"></i> | |
| </button> | |
| <button class="hidden md:flex items-center px-3 py-1.5 bg-indigo-600 hover:bg-indigo-700 text-white rounded-lg font-medium transition-colors text-sm"> | |
| <i class="fas fa-plus mr-2"></i> New Project | |
| </button> | |
| </div> | |
| </div> | |
| <!-- Content Area --> | |
| <div class="flex-1 overflow-y-auto p-6"> | |
| <!-- Stats Cards --> | |
| <div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-4 gap-6 mb-6"> | |
| <div class="data-mining-card bg-white dark:bg-gray-800 rounded-xl shadow-sm border border-gray-200 dark:border-gray-700 p-6 transition-all duration-300"> | |
| <div class="flex items-center justify-between"> | |
| <div> | |
| <p class="text-sm font-medium text-gray-500 dark:text-gray-400">Total Records</p> | |
| <h3 class="text-2xl font-bold mt-1">1,248,753</h3> | |
| </div> | |
| <div class="w-12 h-12 rounded-full bg-indigo-100 dark:bg-indigo-900 flex items-center justify-center"> | |
| <i class="fas fa-database text-indigo-600 dark:text-indigo-300"></i> | |
| </div> | |
| </div> | |
| <div class="mt-4 flex items-center text-sm text-green-500"> | |
| <i class="fas fa-arrow-up mr-1"></i> | |
| <span>12.5% from last week</span> | |
| </div> | |
| </div> | |
| <div class="data-mining-card bg-white dark:bg-gray-800 rounded-xl shadow-sm border border-gray-200 dark:border-gray-700 p-6 transition-all duration-300"> | |
| <div class="flex items-center justify-between"> | |
| <div> | |
| <p class="text-sm font-medium text-gray-500 dark:text-gray-400">Attributes</p> | |
| <h3 class="text-2xl font-bold mt-1">47</h3> | |
| </div> | |
| <div class="w-12 h-12 rounded-full bg-blue-100 dark:bg-blue-900 flex items-center justify-center"> | |
| <i class="fas fa-columns text-blue-600 dark:text-blue-300"></i> | |
| </div> | |
| </div> | |
| <div class="mt-4 flex items-center text-sm text-yellow-500"> | |
| <i class="fas fa-info-circle mr-1"></i> | |
| <span>8 categorical, 39 numerical</span> | |
| </div> | |
| </div> | |
| <div class="data-mining-card bg-white dark:bg-gray-800 rounded-xl shadow-sm border border-gray-200 dark:border-gray-700 p-6 transition-all duration-300"> | |
| <div class="flex items-center justify-between"> | |
| <div> | |
| <p class="text-sm font-medium text-gray-500 dark:text-gray-400">Processing Time</p> | |
| <h3 class="text-2xl font-bold mt-1">3.2s</h3> | |
| </div> | |
| <div class="w-12 h-12 rounded-full bg-green-100 dark:bg-green-900 flex items-center justify-center"> | |
| <i class="fas fa-bolt text-green-600 dark:text-green-300"></i> | |
| </div> | |
| </div> | |
| <div class="mt-4 flex items-center text-sm text-indigo-500"> | |
| <i class="fas fa-robot mr-1"></i> | |
| <span>AI-optimized pipeline</span> | |
| </div> | |
| </div> | |
| <div class="data-mining-card bg-white dark:bg-gray-800 rounded-xl shadow-sm border border-gray-200 dark:border-gray-700 p-6 transition-all duration-300"> | |
| <div class="flex items-center justify-between"> | |
| <div> | |
| <p class="text-sm font-medium text-gray-500 dark:text-gray-400">Model Accuracy</p> | |
| <h3 class="text-2xl font-bold mt-1">94.7%</h3> | |
| </div> | |
| <div class="w-12 h-12 rounded-full bg-purple-100 dark:bg-purple-900 flex items-center justify-center"> | |
| <i class="fas fa-chart-line text-purple-600 dark:text-purple-300"></i> | |
| </div> | |
| </div> | |
| <div class="mt-4 flex items-center text-sm text-red-500"> | |
| <i class="fas fa-exclamation-triangle mr-1"></i> | |
| <span>Needs improvement</span> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- Main Visualization Area --> | |
| <div class="grid grid-cols-1 lg:grid-cols-3 gap-6 mb-6"> | |
| <!-- Cluster Visualization --> | |
| <div class="lg:col-span-2 bg-white dark:bg-gray-800 rounded-xl shadow-sm border border-gray-200 dark:border-gray-700 p-6"> | |
| <div class="flex items-center justify-between mb-4"> | |
| <h3 class="font-bold">Customer Segmentation Clusters</h3> | |
| <div class="flex space-x-2"> | |
| <div class="relative"> | |
| <select class="appearance-none bg-gray-100 dark:bg-gray-700 border border-gray-300 dark:border-gray-600 rounded-lg pl-3 pr-8 py-1 text-sm focus:outline-none focus:ring-2 focus:ring-indigo-500 focus:border-transparent"> | |
| <option>2D View</option> | |
| <option>3D View</option> | |
| <option>PCA Projection</option> | |
| </select> | |
| <i class="fas fa-chevron-down absolute right-3 top-2 text-gray-400 text-xs"></i> | |
| </div> | |
| <button class="px-3 py-1 text-sm rounded-lg bg-indigo-100 dark:bg-indigo-900 text-indigo-700 dark:text-indigo-200 hover:bg-indigo-200 dark:hover:bg-indigo-800 transition-colors"> | |
| <i class="fas fa-sliders-h mr-1"></i> Adjust | |
| </button> | |
| <button class="px-3 py-1 text-sm rounded-lg bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-200 hover:bg-gray-200 dark:hover:bg-gray-600 transition-colors"> | |
| <i class="fas fa-download mr-1"></i> Export | |
| </button> | |
| </div> | |
| </div> | |
| <div class="h-96 relative"> | |
| <canvas id="clusterChart"></canvas> | |
| <div id="clusterLoading" class="absolute inset-0 bg-white dark:bg-gray-800 bg-opacity-70 dark:bg-opacity-70 flex items-center justify-center hidden"> | |
| <div class="text-center"> | |
| <i class="fas fa-circle-notch fa-spin text-indigo-500 text-2xl mb-2"></i> | |
| <p class="text-sm text-gray-600 dark:text-gray-300">Rendering clusters...</p> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="mt-4 flex justify-between items-center"> | |
| <div class="flex flex-wrap gap-2"> | |
| <span class="inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium bg-indigo-100 dark:bg-indigo-900 text-indigo-800 dark:text-indigo-200"> | |
| <span class="w-2 h-2 mr-1 rounded-full bg-indigo-500"></span> Cluster 1 | |
| </span> | |
| <span class="inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium bg-green-100 dark:bg-green-900 text-green-800 dark:text-green-200"> | |
| <span class="w-2 h-2 mr-1 rounded-full bg-green-500"></span> Cluster 2 | |
| </span> | |
| <span class="inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium bg-yellow-100 dark:bg-yellow-900 text-yellow-800 dark:text-yellow-200"> | |
| <span class="w-2 h-2 mr-1 rounded-full bg-yellow-500"></span> Cluster 3 | |
| </span> | |
| <span class="inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium bg-red-100 dark:bg-red-900 text-red-800 dark:text-red-200"> | |
| <span class="w-2 h-2 mr-1 rounded-full bg-red-500"></span> Cluster 4 | |
| </span> | |
| </div> | |
| <button class="text-sm text-indigo-600 dark:text-indigo-400 hover:text-indigo-800 dark:hover:text-indigo-300 transition-colors"> | |
| <i class="fas fa-plus mr-1"></i> Add Cluster | |
| </button> | |
| </div> | |
| </div> | |
| <!-- Cluster Details --> | |
| <div class="bg-white dark:bg-gray-800 rounded-xl shadow-sm border border-gray-200 dark:border-gray-700 p-6"> | |
| <div class="flex items-center justify-between mb-4"> | |
| <h3 class="font-bold">Cluster Characteristics</h3> | |
| <div class="relative"> | |
| <select id="clusterSelect" class="appearance-none bg-gray-100 dark:bg-gray-700 border border-gray-300 dark:border-gray-600 rounded-lg pl-3 pr-8 py-1 text-sm focus:outline-none focus:ring-2 focus:ring-indigo-500 focus:border-transparent"> | |
| <option>Cluster 1</option> | |
| <option>Cluster 2</option> | |
| <option>Cluster 3</option> | |
| <option>Cluster 4</option> | |
| </select> | |
| <i class="fas fa-chevron-down absolute right-3 top-2 text-gray-400 text-xs"></i> | |
| </div> | |
| </div> | |
| <div class="space-y-4"> | |
| <div> | |
| <div class="flex justify-between text-sm mb-1"> | |
| <span class="text-gray-500 dark:text-gray-400">Size</span> | |
| <span class="font-medium">312,188 (25%)</span> | |
| </div> | |
| <div class="w-full bg-gray-200 dark:bg-gray-700 rounded-full h-2"> | |
| <div class="bg-indigo-500 h-2 rounded-full" style="width: 25%"></div> | |
| </div> | |
| </div> | |
| <div> | |
| <div class="flex justify-between text-sm mb-1"> | |
| <span class="text-gray-500 dark:text-gray-400">Avg. Age</span> | |
| <span class="font-medium">34.2 years</span> | |
| </div> | |
| <div class="w-full bg-gray-200 dark:bg-gray-700 rounded-full h-2"> | |
| <div class="bg-green-500 h-2 rounded-full" style="width: 68%"></div> | |
| </div> | |
| </div> | |
| <div> | |
| <div class="flex justify-between text-sm mb-1"> | |
| <span class="text-gray-500 dark:text-gray-400">Avg. Income</span> | |
| <span class="font-medium">$72,450</span> | |
| </div> | |
| <div class="w-full bg-gray-200 dark:bg-gray-700 rounded-full h-2"> | |
| <div class="bg-yellow-500 h-2 rounded-full" style="width: 82%"></div> | |
| </div> | |
| </div> | |
| <div> | |
| <div class="flex justify-between text-sm mb-1"> | |
| <span class="text-gray-500 dark:text-gray-400">Purchase Freq.</span> | |
| <span class="font-medium">3.2/month</span> | |
| </div> | |
| <div class="w-full bg-gray-200 dark:bg-gray-700 rounded-full h-2"> | |
| <div class="bg-red-500 h-2 rounded-full" style="width: 45%"></div> | |
| </div> | |
| </div> | |
| <div class="pt-4 border-t border-gray-200 dark:border-gray-700"> | |
| <h4 class="text-sm font-medium mb-2">Top Attributes</h4> | |
| <div class="space-y-2"> | |
| <div class="flex items-center"> | |
| <div class="w-2 h-2 rounded-full bg-indigo-500 mr-2"></div> | |
| <span class="text-sm flex-1">Urban residents</span> | |
| <span class="text-sm font-medium">89%</span> | |
| </div> | |
| <div class="flex items-center"> | |
| <div class="w-2 h-2 rounded-full bg-green-500 mr-2"></div> | |
| <span class="text-sm flex-1">College educated</span> | |
| <span class="text-sm font-medium">76%</span> | |
| </div> | |
| <div class="flex items-center"> | |
| <div class="w-2 h-2 rounded-full bg-yellow-500 mr-2"></div> | |
| <span class="text-sm flex-1">Tech enthusiasts</span> | |
| <span class="text-sm font-medium">68%</span> | |
| </div> | |
| <div class="flex items-center"> | |
| <div class="w-2 h-2 rounded-full bg-red-500 mr-2"></div> | |
| <span class="text-sm flex-1">Premium subscribers</span> | |
| <span class="text-sm font-medium">52%</span> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="pt-4 border-t border-gray-200 dark:border-gray-700"> | |
| <h4 class="text-sm font-medium mb-2">Recommended Actions</h4> | |
| <div class="grid grid-cols-2 gap-2"> | |
| <button class="text-xs px-2 py-1 rounded bg-indigo-100 dark:bg-indigo-900 text-indigo-800 dark:text-indigo-200 hover:bg-indigo-200 dark:hover:bg-indigo-800 transition-colors"> | |
| Targeted Ads | |
| </button> | |
| <button class="text-xs px-2 py-1 rounded bg-green-100 dark:bg-green-900 text-green-800 dark:text-green-200 hover:bg-green-200 dark:hover:bg-green-800 transition-colors"> | |
| Loyalty Program | |
| </button> | |
| <button class="text-xs px-2 py-1 rounded bg-yellow-100 dark:bg-yellow-900 text-yellow-800 dark:text-yellow-200 hover:bg-yellow-200 dark:hover:bg-yellow-800 transition-colors"> | |
| Upsell Products | |
| </button> | |
| <button class="text-xs px-2 py-1 rounded bg-red-100 dark:bg-red-900 text-red-800 dark:text-red-200 hover:bg-red-200 dark:hover:bg-red-800 transition-colors"> | |
| Special Offers | |
| </button> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- Algorithm Selection and Pipeline --> | |
| <div class="grid grid-cols-1 lg:grid-cols-3 gap-6 mb-6"> | |
| <!-- Algorithm Cards --> | |
| <div class="bg-white dark:bg-gray-800 rounded-xl shadow-sm border border-gray-200 dark:border-gray-700 p-6"> | |
| <div class="flex items-center justify-between mb-4"> | |
| <h3 class="font-bold">Algorithm Selection</h3> | |
| <button class="text-sm text-indigo-600 dark:text-indigo-400 hover:text-indigo-800 dark:hover:text-indigo-300 transition-colors"> | |
| <i class="fas fa-random mr-1"></i> Auto-select | |
| </button> | |
| </div> | |
| <div class="space-y-3"> | |
| <div class="algorithm-card bg-gray-50 dark:bg-gray-700 p-4 rounded-lg border border-gray-200 dark:border-gray-600"> | |
| <div class="flex items-center justify-between"> | |
| <div class="flex items-center"> | |
| <div class="w-8 h-8 rounded-full bg-indigo-100 dark:bg-indigo-900 flex items-center justify-center mr-3"> | |
| <i class="fas fa-filter text-indigo-600 dark:text-indigo-300"></i> | |
| </div> | |
| <div> | |
| <h4 class="font-medium">Data Preprocessing</h4> | |
| <p class="text-xs text-gray-500 dark:text-gray-400">StandardScaler, PCA</p> | |
| </div> | |
| </div> | |
| <i class="fas fa-check-circle text-green-500"></i> | |
| </div> | |
| </div> | |
| <div class="algorithm-card bg-gray-50 dark:bg-gray-700 p-4 rounded-lg border border-gray-200 dark:border-gray-600"> | |
| <div class="flex items-center justify-between"> | |
| <div class="flex items-center"> | |
| <div class="w-8 h-8 rounded-full bg-blue-100 dark:bg-blue-900 flex items-center justify-center mr-3"> | |
| <i class="fas fa-project-diagram text-blue-600 dark:text-blue-300"></i> | |
| </div> | |
| <div> | |
| <h4 class="font-medium">Clustering</h4> | |
| <p class="text-xs text-gray-500 dark:text-gray-400">K-Means (k=4)</p> | |
| </div> | |
| </div> | |
| <i class="fas fa-check-circle text-green-500"></i> | |
| </div> | |
| </div> | |
| <div class="algorithm-card bg-gray-50 dark:bg-gray-700 p-4 rounded-lg border border-gray-200 dark:border-gray-600"> | |
| <div class="flex items-center justify-between"> | |
| <div class="flex items-center"> | |
| <div class="w-8 h-8 rounded-full bg-purple-100 dark:bg-purple-900 flex items-center justify-center mr-3"> | |
| <i class="fas fa-chart-bar text-purple-600 dark:text-purple-300"></i> | |
| </div> | |
| <div> | |
| <h4 class="font-medium">Evaluation</h4> | |
| <p class="text-xs text-gray-500 dark:text-gray-400">Silhouette Score</p> | |
| </div> | |
| </div> | |
| <div class="flex items-center"> | |
| <span class="text-xs font-medium mr-2">Score: 0.72</span> | |
| <i class="fas fa-info-circle text-blue-500"></i> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="algorithm-card bg-gray-50 dark:bg-gray-700 p-4 rounded-lg border-2 border-indigo-200 dark:border-indigo-800 hover:border-indigo-300 dark:hover:border-indigo-700 transition-colors cursor-pointer"> | |
| <div class="flex items-center justify-between"> | |
| <div class="flex items-center"> | |
| <div class="w-8 h-8 rounded-full bg-yellow-100 dark:bg-yellow-900 flex items-center justify-center mr-3"> | |
| <i class="fas fa-brain text-yellow-600 dark:text-yellow-300"></i> | |
| </div> | |
| <div> | |
| <h4 class="font-medium">Advanced Options</h4> | |
| <p class="text-xs text-gray-500 dark:text-gray-400">Add algorithm</p> | |
| </div> | |
| </div> | |
| <i class="fas fa-plus text-indigo-500"></i> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="mt-4 pt-4 border-t border-gray-200 dark:border-gray-700"> | |
| <button id="runPipelineBtn" class="w-full py-2 bg-gradient-to-r from-indigo-600 to-purple-600 hover:from-indigo-700 hover:to-purple-700 text-white rounded-lg font-medium transition-all shadow-md hover:shadow-lg"> | |
| <i class="fas fa-play mr-2"></i> Run Pipeline | |
| </button> | |
| </div> | |
| </div> | |
| <!-- Pipeline Visualization --> | |
| <div class="lg:col-span-2 bg-white dark:bg-gray-800 rounded-xl shadow-sm border border-gray-200 dark:border-gray-700 p-6"> | |
| <div class="flex items-center justify-between mb-4"> | |
| <h3 class="font-bold">Data Mining Pipeline</h3> | |
| <div class="flex space-x-2"> | |
| <button class="px-3 py-1 text-sm rounded-lg bg-indigo-100 dark:bg-indigo-900 text-indigo-700 dark:text-indigo-200 hover:bg-indigo-200 dark:hover:bg-indigo-800 transition-colors"> | |
| <i class="fas fa-code-branch mr-1"></i> Branch | |
| </button> | |
| <button class="px-3 py-1 text-sm rounded-lg bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-200 hover:bg-gray-200 dark:hover:bg-gray-600 transition-colors"> | |
| <i class="fas fa-save mr-1"></i> Save | |
| </button> | |
| <button class="px-3 py-1 text-sm rounded-lg bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-200 hover:bg-gray-200 dark:hover:bg-gray-600 transition-colors"> | |
| <i class="fas fa-history mr-1"></i> Version | |
| </button> | |
| </div> | |
| </div> | |
| <div class="h-64 relative overflow-hidden rounded-lg bg-gray-50 dark:bg-gray-700 border border-gray-200 dark:border-gray-600"> | |
| <svg id="dataCanvas" width="100%" height="100%"> | |
| <!-- Nodes --> | |
| <g class="node node-highlight" transform="translate(50, 100)"> | |
| <rect x="0" y="0" width="120" height="60" rx="5" ry="5" fill="#e0e7ff" stroke="#818cf8" stroke-width="2"></rect> | |
| <text x="60" y="35" text-anchor="middle" fill="#312e81" font-weight="500" font-size="14">Data Source</text> | |
| <text x="60" y="50" text-anchor="middle" fill="#4f46e5" font-size="12">CSV Import</text> | |
| </g> | |
| <g class="node" transform="translate(220, 100)"> | |
| <rect x="0" y="0" width="120" height="60" rx="5" ry="5" fill="#e0e7ff" stroke="#818cf8" stroke-width="2"></rect> | |
| <text x="60" y="35" text-anchor="middle" fill="#312e81" font-weight="500" font-size="14">Preprocessing</text> | |
| <text x="60" y="50" text-anchor="middle" fill="#4f46e5" font-size="12">StandardScaler</text> | |
| </g> | |
| <g class="node" transform="translate(390, 100)"> | |
| <rect x="0" y="0" width="120" height="60" rx="5" ry="5" fill="#e0e7ff" stroke="#818cf8" stroke-width="2"></rect> | |
| <text x="60" y="35" text-anchor="middle" fill="#312e81" font-weight="500" font-size="14">Dimensionality</text> | |
| <text x="60" y="50" text-anchor="middle" fill="#4f46e5" font-size="12">PCA (n=5)</text> | |
| </g> | |
| <g class="node" transform="translate(560, 100)"> | |
| <rect x="0" y="0" width="120" height="60" rx="5" ry="5" fill="#e0e7ff" stroke="#818cf8" stroke-width="2"></rect> | |
| <text x="60" y="35" text-anchor="middle" fill="#312e81" font-weight="500" font-size="14">Clustering</text> | |
| <text x="60" y="50" text-anchor="middle" fill="#4f46e5" font-size="12">K-Means (k=4)</text> | |
| </g> | |
| <g class="node" transform="translate(730, 100)"> | |
| <rect x="0" y="0" width="120" height="60" rx="5" ry="5" fill="#e0e7ff" stroke="#818cf8" stroke-width="2"></rect> | |
| <text x="60" y="35" text-anchor="middle" fill="#312e81" font-weight="500" font-size="14">Evaluation</text> | |
| <text x="60" y="50" text-anchor="middle" fill="#4f46e5" font-size="12">Silhouette</text> | |
| </g> | |
| <!-- Connections --> | |
| <path class="connection" d="M170,130 C195,130 195,130 220,130" marker-end="url(#arrowhead)"></path> | |
| <path class="connection" d="M340,130 C365,130 365,130 390,130" marker-end="url(#arrowhead)"></path> | |
| <path class="connection" d="M510,130 C535,130 535,130 560,130" marker-end="url(#arrowhead)"></path> | |
| <path class="connection" d="M680,130 C705,130 705,130 730,130" marker-end="url(#arrowhead)"></path> | |
| <!-- Arrowhead marker --> | |
| <defs> | |
| <marker id="arrowhead" markerWidth="10" markerHeight="7" refX="9" refY="3.5" orient="auto"> | |
| <polygon points="0 0, 10 3.5, 0 7" fill="#818cf8"></polygon> | |
| </marker> | |
| </defs> | |
| </svg> | |
| <div id="pipelineLoading" class="absolute inset-0 bg-white dark:bg-gray-800 bg-opacity-70 dark:bg-opacity-70 flex items-center justify-center hidden"> | |
| <div class="text-center"> | |
| <i class="fas fa-circle-notch fa-spin text-indigo-500 text-2xl mb-2"></i> | |
| <p class="text-sm text-gray-600 dark:text-gray-300">Building pipeline...</p> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="mt-4 flex justify-between items-center"> | |
| <div class="flex items-center"> | |
| <div class="w-3 h-3 rounded-full bg-green-500 mr-2"></div> | |
| <span class="text-sm">Pipeline valid</span> | |
| </div> | |
| <div class="flex space-x-3"> | |
| <button class="px-3 py-1 text-sm rounded-lg bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-200 hover:bg-gray-200 dark:hover:bg-gray-600 transition-colors"> | |
| <i class="fas fa-undo mr-1"></i> Reset | |
| </button> | |
| <button class="px-3 py-1 text-sm rounded-lg bg-indigo-600 text-white hover:bg-indigo-700 transition-colors"> | |
| <i class="fas fa-rocket mr-1"></i> Execute | |
| </button> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- Data Table Preview --> | |
| <div class="bg-white dark:bg-gray-800 rounded-xl shadow-sm border border-gray-200 dark:border-gray-700 overflow-hidden"> | |
| <div class="p-4 border-b border-gray-200 dark:border-gray-700 flex items-center justify-between"> | |
| <h3 class="font-bold">Data Preview</h3> | |
| <div class="flex space-x-2"> | |
| <div class="relative"> | |
| <select class="appearance-none bg-gray-100 dark:bg-gray-700 border border-gray-300 dark:border-gray-600 rounded-lg pl-3 pr-8 py-1 text-sm focus:outline-none focus:ring-2 focus:ring-indigo-500 focus:border-transparent"> | |
| <option>First 100 rows</option> | |
| <option>Random sample</option> | |
| <option>Cluster 1 only</option> | |
| <option>Cluster 2 only</option> | |
| <option>Cluster 3 only</option> | |
| <option>Cluster 4 only</option> | |
| </select> | |
| <i class="fas fa-chevron-down absolute right-3 top-2 text-gray-400 text-xs"></i> | |
| </div> | |
| <button class="px-3 py-1 text-sm rounded-lg bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-200 hover:bg-gray-200 dark:hover:bg-gray-600 transition-colors"> | |
| <i class="fas fa-filter mr-1"></i> Filter | |
| </button> | |
| <button class="px-3 py-1 text-sm rounded-lg bg-indigo-600 text-white hover:bg-indigo-700 transition-colors"> | |
| <i class="fas fa-sync-alt mr-1"></i> Refresh | |
| </button> | |
| </div> | |
| </div> | |
| <div class="overflow-x-auto"> | |
| <table class="min-w-full divide-y divide-gray-200 dark:divide-gray-700"> | |
| <thead class="bg-gray-50 dark:bg-gray-700"> | |
| <tr> | |
| <th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-300 uppercase tracking-wider">ID</th> | |
| <th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-300 uppercase tracking-wider">Age</th> | |
| <th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-300 uppercase tracking-wider">Income</th> | |
| <th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-300 uppercase tracking-wider">Spending</th> | |
| <th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-300 uppercase tracking-wider">Cluster</th> | |
| <th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-300 uppercase tracking-wider">Actions</th> | |
| </tr> | |
| </thead> | |
| <tbody class="bg-white dark:bg-gray-800 divide-y divide-gray-200 dark:divide-gray-700"> | |
| <tr class="hover:bg-gray-50 dark:hover:bg-gray-700 transition-colors"> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900 dark:text-gray-100">CUST001</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">32</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">$68,200</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">$1,250</td> | |
| <td class="px-6 py-4 whitespace-nowrap"> | |
| <span class="px-2 inline-flex text-xs leading-5 font-semibold rounded-full bg-indigo-100 dark:bg-indigo-900 text-indigo-800 dark:text-indigo-200">Cluster 1</span> | |
| </td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm font-medium"> | |
| <button class="text-indigo-600 dark:text-indigo-400 hover:text-indigo-900 dark:hover:text-indigo-300 mr-3 transition-colors"> | |
| <i class="fas fa-eye"></i> | |
| </button> | |
| <button class="text-gray-600 dark:text-gray-400 hover:text-gray-900 dark:hover:text-gray-300 transition-colors"> | |
| <i class="fas fa-ellipsis-v"></i> | |
| </button> | |
| </td> | |
| </tr> | |
| <tr class="hover:bg-gray-50 dark:hover:bg-gray-700 transition-colors"> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900 dark:text-gray-100">CUST002</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">45</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">$92,500</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">$2,780</td> | |
| <td class="px-6 py-4 whitespace-nowrap"> | |
| <span class="px-2 inline-flex text-xs leading-5 font-semibold rounded-full bg-green-100 dark:bg-green-900 text-green-800 dark:text-green-200">Cluster 2</span> | |
| </td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm font-medium"> | |
| <button class="text-indigo-600 dark:text-indigo-400 hover:text-indigo-900 dark:hover:text-indigo-300 mr-3 transition-colors"> | |
| <i class="fas fa-eye"></i> | |
| </button> | |
| <button class="text-gray-600 dark:text-gray-400 hover:text-gray-900 dark:hover:text-gray-300 transition-colors"> | |
| <i class="fas fa-ellipsis-v"></i> | |
| </button> | |
| </td> | |
| </tr> | |
| <tr class="hover:bg-gray-50 dark:hover:bg-gray-700 transition-colors"> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900 dark:text-gray-100">CUST003</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">28</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">$52,300</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">$890</td> | |
| <td class="px-6 py-4 whitespace-nowrap"> | |
| <span class="px-2 inline-flex text-xs leading-5 font-semibold rounded-full bg-yellow-100 dark:bg-yellow-900 text-yellow-800 dark:text-yellow-200">Cluster 3</span> | |
| </td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm font-medium"> | |
| <button class="text-indigo-600 dark:text-indigo-400 hover:text-indigo-900 dark:hover:text-indigo-300 mr-3 transition-colors"> | |
| <i class="fas fa-eye"></i> | |
| </button> | |
| <button class="text-gray-600 dark:text-gray-400 hover:text-gray-900 dark:hover:text-gray-300 transition-colors"> | |
| <i class="fas fa-ellipsis-v"></i> | |
| </button> | |
| </td> | |
| </tr> | |
| <tr class="hover:bg-gray-50 dark:hover:bg-gray-700 transition-colors"> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900 dark:text-gray-100">CUST004</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">38</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">$112,000</td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-300">$3,450</td> | |
| <td class="px-6 py-4 whitespace-nowrap"> | |
| <span class="px-2 inline-flex text-xs leading-5 font-semibold rounded-full bg-red-100 dark:bg-red-900 text-red-800 dark:text-red-200">Cluster 4</span> | |
| </td> | |
| <td class="px-6 py-4 whitespace-nowrap text-sm font-medium"> | |
| <button class="text-indigo-600 dark:text-indigo-400 hover:text-indigo-900 dark:hover:text-indigo-300 mr-3 transition-colors"> | |
| <i class="fas fa-eye"></i> | |
| </button> | |
| <button class="text-gray-600 dark:text-gray-400 hover:text-gray-900 dark:hover:text-gray-300 transition-colors"> | |
| <i class="fas fa-ellipsis-v"></i> | |
| </button> | |
| </td> | |
| </tr> | |
| </tbody> | |
| </table> | |
| </div> | |
| <div class="px-6 py-3 bg-gray-50 dark:bg-gray-700 border-t border-gray-200 dark:border-gray-700 flex items-center justify-between"> | |
| <div class="flex-1 flex justify-between sm:hidden"> | |
| <button class="relative inline-flex items-center px-4 py-2 border border-gray-300 dark:border-gray-600 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-gray-800 hover:bg-gray-50 dark:hover:bg-gray-700 transition-colors"> | |
| Previous | |
| </button> | |
| <button class="ml-3 relative inline-flex items-center px-4 py-2 border border-gray-300 dark:border-gray-600 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-gray-800 hover:bg-gray-50 dark:hover:bg-gray-700 transition-colors"> | |
| Next | |
| </button> | |
| </div> | |
| <div class="hidden sm:flex-1 sm:flex sm:items-center sm:justify-between"> | |
| <div> | |
| <p class="text-sm text-gray-700 dark:text-gray-300"> | |
| Showing <span class="font-medium">1</span> to <span class="font-medium">4</span> of <span class="font-medium">1,248,753</span> results | |
| </p> | |
| </div> | |
| <div> | |
| <nav class="relative z-0 inline-flex rounded-md shadow-sm -space-x-px" aria-label="Pagination"> | |
| <button class="relative inline-flex items-center px-2 py-2 rounded-l-md border border-gray-300 dark:border-gray-600 bg-white dark:bg-gray-800 text-sm font-medium text-gray-500 dark:text-gray-300 hover:bg-gray-50 dark:hover:bg-gray-700 transition-colors"> | |
| <span class="sr-only">Previous</span> | |
| <i class="fas fa-chevron-left"></i> | |
| </button> | |
| <button aria-current="page" class="z-10 bg-indigo-50 dark:bg-indigo-900 border-indigo-500 dark:border-indigo-700 text-indigo-600 dark:text-indigo-300 relative inline-flex items-center px-4 py-2 border text-sm font-medium"> | |
| 1 | |
| </button> | |
| <button class="bg-white dark:bg-gray-800 border-gray-300 dark:border-gray-600 text-gray-500 dark:text-gray-300 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 border text-sm font-medium transition-colors"> | |
| 2 | |
| </button> | |
| <button class="bg-white dark:bg-gray-800 border-gray-300 dark:border-gray-600 text-gray-500 dark:text-gray-300 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 border text-sm font-medium transition-colors"> | |
| 3 | |
| </button> | |
| <span class="relative inline-flex items-center px-4 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-gray-800 text-sm font-medium text-gray-700 dark:text-gray-300"> | |
| ... | |
| </span> | |
| <button class="bg-white dark:bg-gray-800 border-gray-300 dark:border-gray-600 text-gray-500 dark:text-gray-300 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 border text-sm font-medium transition-colors"> | |
| 8 | |
| </button> | |
| <button class="bg-white dark:bg-gray-800 border-gray-300 dark:border-gray-600 text-gray-500 dark:text-gray-300 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 border text-sm font-medium transition-colors"> | |
| 9 | |
| </button> | |
| <button class="bg-white dark:bg-gray-800 border-gray-300 dark:border-gray-600 text-gray-500 dark:text-gray-300 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 border text-sm font-medium transition-colors"> | |
| 10 | |
| </button> | |
| <button class="relative inline-flex items-center px-2 py-2 rounded-r-md border border-gray-300 dark:border-gray-600 bg-white dark:bg-gray-800 text-sm font-medium text-gray-500 dark:text-gray-300 hover:bg-gray-50 dark:hover:bg-gray-700 transition-colors"> | |
| <span class="sr-only">Next</span> | |
| <i class="fas fa-chevron-right"></i> | |
| </button> | |
| </nav> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <script> | |
| // Toggle sidebar | |
| document.getElementById('sidebarToggle').addEventListener('click', function() { | |
| document.querySelector('.sidebar').classList.toggle('hidden'); | |
| }); | |
| // Dark mode toggle | |
| const darkModeToggle = document.getElementById('darkModeToggle'); | |
| darkModeToggle.addEventListener('click', function() { | |
| const isDark = document.documentElement.classList.toggle('dark'); | |
| localStorage.setItem('darkMode', isDark); | |
| // Update icon | |
| const icon = this.querySelector('i'); | |
| icon.classList.toggle('fa-moon'); | |
| icon.classList.toggle('fa-sun'); | |
| }); | |
| // Check for saved dark mode preference | |
| if (localStorage.getItem('darkMode') === 'true') { | |
| document.documentElement.classList.add('dark'); | |
| document.getElementById('darkModeToggle').querySelector('i').classList.remove('fa-moon'); | |
| document.getElementById('darkModeToggle').querySelector('i').classList.add('fa-sun'); | |
| } | |
| // Cluster Chart | |
| const clusterCtx = document.getElementById('clusterChart').getContext('2d'); | |
| const clusterChart = new Chart(clusterCtx, { | |
| type: 'scatter', | |
| data: { | |
| datasets: [ | |
| { | |
| label: 'Cluster 1', | |
| data: Array.from({length: 50}, () => ({ | |
| x: Math.random() * 30 + 10, | |
| y: Math.random() * 40 + 20 | |
| })), | |
| backgroundColor: '#6366f1', | |
| borderColor: '#4338ca', | |
| pointRadius: 6, | |
| pointHoverRadius: 8 | |
| }, | |
| { | |
| label: 'Cluster 2', | |
| data: Array.from({length: 50}, () => ({ | |
| x: Math.random() * 30 + 40, | |
| y: Math.random() * 40 + 60 | |
| })), | |
| backgroundColor: '#10b981', | |
| borderColor: '#047857', | |
| pointRadius: 6, | |
| pointHoverRadius: 8 | |
| }, | |
| { | |
| label: 'Cluster 3', | |
| data: Array.from({length: 50}, () => ({ | |
| x: Math.random() * 30 + 70, | |
| y: Math.random() * 40 + 30 | |
| })), | |
| backgroundColor: '#f59e0b', | |
| borderColor: '#b45309', | |
| pointRadius: 6, | |
| pointHoverRadius: 8 | |
| }, | |
| { | |
| label: 'Cluster 4', | |
| data: Array.from({length: 50}, () => ({ | |
| x: Math.random() * 30 + 20, | |
| y: Math.random() * 40 + 70 | |
| })), | |
| backgroundColor: '#ef4444', | |
| borderColor: '#b91c1c', | |
| pointRadius: 6, | |
| pointHoverRadius: 8 | |
| } | |
| ] | |
| }, | |
| options: { | |
| responsive: true, | |
| maintainAspectRatio: false, | |
| scales: { | |
| x: { | |
| title: { | |
| display: true, | |
| text: 'Spending Score (1-100)' | |
| }, | |
| min: 0, | |
| max: 100 | |
| }, | |
| y: { | |
| title: { | |
| display: true, | |
| text: 'Annual Income (k$)' | |
| }, | |
| min: 0, | |
| max: 100 | |
| } | |
| }, | |
| plugins: { | |
| tooltip: { | |
| callbacks: { | |
| label: function(context) { | |
| return `Customer ${context.dataIndex + 1}: | |
| Income: $${(context.parsed.y * 1000).toFixed(0)}, | |
| Score: ${context.parsed.x.toFixed(0)}`; | |
| } | |
| } | |
| }, | |
| legend: { | |
| position: 'bottom', | |
| labels: { | |
| boxWidth: 12, | |
| padding: 20 | |
| } | |
| } | |
| } | |
| } | |
| }); | |
| // Make nodes draggable | |
| const nodes = document.querySelectorAll('.node'); | |
| nodes.forEach(node => { | |
| node.setAttribute('draggable', 'true'); | |
| node.addEventListener('dragstart', function(e) { | |
| e.dataTransfer.setData('text/plain', this.id); | |
| this.classList.add('opacity-50'); | |
| }); | |
| node.addEventListener('dragend', function() { | |
| this.classList.remove('opacity-50'); | |
| }); | |
| }); | |
| // Handle drop on canvas | |
| const canvas = document.getElementById('dataCanvas'); | |
| canvas.addEventListener('dragover', function(e) { | |
| e.preventDefault(); | |
| this.classList.add('bg-indigo-50', 'dark:bg-gray-700'); | |
| }); | |
| canvas.addEventListener('dragleave', function() { | |
| this.classList.remove('bg-indigo-50', 'dark:bg-gray-700'); | |
| }); | |
| canvas.addEventListener('drop', function(e) { | |
| e.preventDefault(); | |
| this.classList.remove('bg-indigo-50', 'dark:bg-gray-700'); | |
| const id = e.dataTransfer.getData('text/plain'); | |
| const draggedElement = document.getElementById(id); | |
| if (draggedElement) { | |
| const rect = this.getBoundingClientRect(); | |
| const x = e.clientX - rect.left; | |
| const y = e.clientY - rect.top; | |
| // Create a new node in the canvas | |
| const newNode = draggedElement.cloneNode(true); | |
| newNode.removeAttribute('id'); | |
| newNode.setAttribute('transform', `translate(${x}, ${y})`); | |
| this.appendChild(newNode); | |
| // Make the new node draggable | |
| newNode.setAttribute('draggable', 'true'); | |
| newNode.addEventListener('dragstart', function(e) { | |
| e.dataTransfer.setData('text/plain', 'node'); | |
| this.classList.add('opacity-50'); | |
| }); | |
| newNode.addEventListener('dragend', function() { | |
| this.classList.remove('opacity-50'); | |
| }); | |
| } | |
| }); | |
| // Cluster selection change | |
| document.getElementById('clusterSelect').addEventListener('change', function() { | |
| const clusterIndex = this.selectedIndex; | |
| const pipelineNodes = document.querySelectorAll('#dataCanvas .node'); | |
| // Remove highlight from all nodes | |
| pipelineNodes.forEach(node => { | |
| node.classList.remove('node-highlight'); | |
| }); | |
| // Highlight the clustering node (4th node) when any cluster is selected | |
| if (clusterIndex >= 0 && pipelineNodes.length > 3) { | |
| pipelineNodes[3].classList.add('node-highlight'); | |
| } | |
| }); | |
| // Pipeline execution | |
| document.getElementById('runPipelineBtn').addEventListener('click', function() { | |
| const btn = this; | |
| const originalHTML = btn.innerHTML; | |
| // Show loading states | |
| document.getElementById('clusterLoading').classList.remove('hidden'); | |
| document.getElementById('pipelineLoading').classList.remove('hidden'); | |
| // Show processing state on button | |
| const originalText = this.innerHTML; | |
| this.innerHTML = '<i class="fas fa-circle-notch fa-spin mr-2"></i> Processing...'; | |
| this.classList.add('opacity-75'); | |
| this.disabled = true; | |
| // Simulate processing delay | |
| setTimeout(() => { | |
| // Hide loading states | |
| document.getElementById('clusterLoading').classList.add('hidden'); | |
| document.getElementById('pipelineLoading').classList.add('hidden'); | |
| // Restore button | |
| this.innerHTML = originalText; | |
| this.classList.remove('opacity-75'); | |
| this.disabled = false; | |
| // Show success notification | |
| const notification = document.createElement('div'); | |
| notification.className = 'fixed bottom-4 right-4 px-4 py-2 bg-green-500 text-white rounded-lg shadow-lg flex items-center transition-all transform translate-y-2 opacity-0'; | |
| notification.innerHTML = ` | |
| <i class="fas fa-check-circle mr-2"></i> | |
| <span>Pipeline executed successfully! Updated 1,248,753 records.</span> | |
| `; | |
| document.body.appendChild(notification); | |
| // Animate notification in | |
| setTimeout(() => { | |
| notification.classList.remove('translate-y-2', 'opacity-0'); | |
| notification.classList.add('translate-y-0', 'opacity-100'); | |
| }, 10); | |
| // Remove notification after 3 seconds | |
| setTimeout(() => { | |
| notification.classList.add('translate-y-2', 'opacity-0'); | |
| setTimeout(() => notification.remove(), 300); | |
| }, 3000); | |
| // Update chart with new random data | |
| clusterChart.data.datasets.forEach(dataset => { | |
| dataset.data = Array.from({length: 50}, () => ({ | |
| x: Math.random() * 100, | |
| y: Math.random() * 100 | |
| })); | |
| }); | |
| clusterChart.update(); | |
| // Highlight the clustering node in pipeline | |
| const clusteringNode = document.querySelectorAll('.node')[3]; | |
| clusteringNode.classList.add('node-highlight'); | |
| }, 2000); | |
| }); | |
| // Table row hover effects | |
| document.querySelectorAll('tbody tr').forEach(row => { | |
| row.addEventListener('mouseenter', function() { | |
| const badge = this.querySelector('span'); | |
| if (!badge) return; | |
| const colorMap = { | |
| 'bg-indigo-100': 'bg-indigo-50 dark:bg-indigo-900/20', | |
| 'bg-green-100': 'bg-green-50 dark:bg-green-900/20', | |
| 'bg-yellow-100': 'bg-yellow-50 dark:bg-yellow-900/20', | |
| 'bg-red-100': 'bg-red-50 dark:bg-red-900/20' | |
| }; | |
| for (const [original, hover] of Object.entries(colorMap)) { | |
| if (badge.classList.contains(original)) { | |
| this.classList.add(...hover.split(' ')); | |
| break; | |
| } | |
| } | |
| }); | |
| row.addEventListener('mouseleave', function() { | |
| this.className = this.className.replace(/(bg-\w+-50|dark:bg-\w+-900\/20)/g, '').trim(); | |
| }); | |
| }); | |
| </script> | |
| <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=Breadwinner79/data-mining-project" style="color: #fff;text-decoration: underline;" target="_blank" >Remix</a></p></body> | |
| </html> |