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| <title>Quantum Miner - Advanced Data Mining Platform</title> |
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| <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"> |
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| <i class="fas fa-database mr-2 text-indigo-500"></i> Databases |
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| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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"> |
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| <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> |
| |
| |
| <div class="flex-1 flex flex-col overflow-hidden"> |
| |
| <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> |
| |
| |
| <div class="flex-1 overflow-y-auto p-6"> |
| |
| <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> |
| |
| |
| <div class="grid grid-cols-1 lg:grid-cols-3 gap-6 mb-6"> |
| |
| <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> |
| |
| |
| <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> |
| |
| |
| <div class="grid grid-cols-1 lg:grid-cols-3 gap-6 mb-6"> |
| |
| <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> |
| |
| |
| <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%"> |
| |
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| <text x="60" y="50" text-anchor="middle" fill="#4f46e5" font-size="12">CSV Import</text> |
| </g> |
| |
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| <text x="60" y="50" text-anchor="middle" fill="#4f46e5" font-size="12">StandardScaler</text> |
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| <text x="60" y="50" text-anchor="middle" fill="#4f46e5" font-size="12">PCA (n=5)</text> |
| </g> |
| |
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| <text x="60" y="50" text-anchor="middle" fill="#4f46e5" font-size="12">Silhouette</text> |
| </g> |
| |
| |
| <path class="connection" d="M170,130 C195,130 195,130 220,130" marker-end="url(#arrowhead)"></path> |
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| |
| <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> |
| |
| |
| <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> |
|
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| y: Math.random() * 40 + 20 |
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| y: Math.random() * 40 + 70 |
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| label: function(context) { |
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| <i class="fas fa-check-circle mr-2"></i> |
| <span>Pipeline executed successfully! Updated 1,248,753 records.</span> |
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| <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> |
