631 lines
No EOL
67 KiB
HTML
631 lines
No EOL
67 KiB
HTML
<!DOCTYPE html>
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<html lang="fr">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Classification k-NN Interactive - Corse</title>
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<!-- Leaflet CSS -->
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<link rel="stylesheet" href="https://unpkg.com/leaflet@1.9.4/dist/leaflet.css" />
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<style>
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* {
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margin: 0;
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padding: 0;
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box-sizing: border-box;
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}
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body {
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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min-height: 100vh;
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padding: 20px;
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}
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.container {
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max-width: 1400px;
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margin: 0 auto;
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background: white;
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border-radius: 15px;
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overflow: hidden;
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box-shadow: 0 10px 40px rgba(0,0,0,0.3);
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}
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.header {
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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color: white;
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padding: 30px;
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text-align: center;
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}
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.header h1 {
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font-size: 2.5em;
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margin-bottom: 10px;
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}
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.header p {
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font-size: 1.2em;
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opacity: 0.9;
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}
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.main-content {
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display: grid;
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grid-template-columns: 350px 1fr;
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gap: 0;
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}
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.sidebar {
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background: #f5f5f5;
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padding: 30px;
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border-right: 2px solid #ddd;
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max-height: 900px;
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overflow-y: auto;
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}
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.controls {
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background: white;
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padding: 20px;
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border-radius: 10px;
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margin-bottom: 20px;
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box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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}
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.controls h3 {
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margin-bottom: 15px;
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color: #333;
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font-size: 1.2em;
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}
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.control-group {
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margin-bottom: 20px;
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}
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.control-group label {
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display: block;
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font-weight: bold;
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color: #555;
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margin-bottom: 8px;
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}
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.slider-container {
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display: flex;
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align-items: center;
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gap: 10px;
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}
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input[type="range"] {
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flex: 1;
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height: 8px;
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border-radius: 5px;
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background: #ddd;
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outline: none;
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}
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input[type="range"]::-webkit-slider-thumb {
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appearance: none;
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width: 20px;
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height: 20px;
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border-radius: 50%;
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background: #667eea;
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cursor: pointer;
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}
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input[type="range"]::-moz-range-thumb {
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width: 20px;
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height: 20px;
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border-radius: 50%;
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background: #667eea;
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cursor: pointer;
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border: none;
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}
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.k-value {
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background: #667eea;
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color: white;
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padding: 5px 15px;
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border-radius: 20px;
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font-weight: bold;
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min-width: 40px;
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text-align: center;
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}
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.result-box {
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background: white;
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padding: 20px;
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border-radius: 10px;
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margin-bottom: 20px;
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box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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}
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.result-box h3 {
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margin-bottom: 15px;
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color: #333;
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}
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.prediction {
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font-size: 1.3em;
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font-weight: bold;
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padding: 15px;
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border-radius: 8px;
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text-align: center;
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margin-bottom: 15px;
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}
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.prediction.corse-sud {
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background: #ffebee;
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color: #c62828;
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}
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.prediction.haute-corse {
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background: #e3f2fd;
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color: #1565c0;
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}
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.prediction.no-result {
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background: #f5f5f5;
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color: #666;
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}
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.coords {
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font-size: 0.9em;
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color: #666;
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text-align: center;
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margin-bottom: 10px;
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}
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.votes {
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display: flex;
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justify-content: space-around;
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margin-bottom: 15px;
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}
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.vote-item {
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text-align: center;
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}
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.vote-count {
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font-size: 2em;
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font-weight: bold;
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}
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.vote-count.red {
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color: #c62828;
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}
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.vote-count.blue {
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color: #1565c0;
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}
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.neighbors-list {
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max-height: 300px;
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overflow-y: auto;
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background: #fafafa;
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padding: 10px;
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border-radius: 5px;
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}
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.neighbor-item {
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padding: 10px;
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margin-bottom: 8px;
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background: white;
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border-radius: 5px;
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border-left: 4px solid #ddd;
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}
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.neighbor-item.dept-2a {
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border-left-color: #c62828;
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}
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.neighbor-item.dept-2b {
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border-left-color: #1565c0;
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}
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.neighbor-name {
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font-weight: bold;
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margin-bottom: 3px;
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}
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.neighbor-corse {
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font-style: italic;
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color: #666;
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font-size: 0.9em;
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}
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.neighbor-distance {
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font-size: 0.9em;
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color: #666;
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}
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.instructions {
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background: #fff3cd;
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border-left: 4px solid #ffc107;
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padding: 15px;
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border-radius: 5px;
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margin-bottom: 20px;
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}
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.instructions h4 {
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margin-bottom: 10px;
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color: #856404;
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}
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.instructions ul {
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margin-left: 20px;
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color: #856404;
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}
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.instructions li {
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margin-bottom: 5px;
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}
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.legend {
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background: white;
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padding: 15px;
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border-radius: 10px;
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box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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}
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.legend h4 {
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margin-bottom: 10px;
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color: #333;
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}
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.legend-item {
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display: flex;
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align-items: center;
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gap: 10px;
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margin-bottom: 8px;
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}
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.legend-circle {
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width: 20px;
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height: 20px;
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border-radius: 50%;
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border: 2px solid #333;
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}
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.legend-circle.red {
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background: #e74c3c;
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}
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.legend-circle.blue {
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background: #3498db;
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}
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.legend-circle.marker {
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background: #95a5a6;
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border: 3px solid #000;
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}
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#map {
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height: 900px;
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cursor: crosshair;
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}
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.leaflet-popup-content {
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
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}
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button {
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padding: 10px 20px;
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border: none;
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border-radius: 5px;
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font-weight: bold;
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cursor: pointer;
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transition: all 0.3s;
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width: 100%;
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margin-bottom: 10px;
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}
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button:hover {
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transform: translateY(-2px);
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box-shadow: 0 5px 15px rgba(0,0,0,0.2);
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}
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.btn-reset {
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background: #f44336;
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color: white;
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}
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.btn-random {
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background: #4CAF50;
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color: white;
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}
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.stats {
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background: #e3f2fd;
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padding: 10px;
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border-radius: 5px;
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font-size: 0.9em;
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text-align: center;
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margin-top: 15px;
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color: #1565c0;
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}
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</style>
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</head>
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<body>
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<div class="container">
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<div class="header">
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<h1>🗺️ Classification k-NN Interactive</h1>
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<p>Haute-Corse ou Corse du Sud ?</p>
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<div class="stats">
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<strong>387</strong> villages chargés
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</div>
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</div>
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<div class="main-content">
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<div class="sidebar">
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<div class="instructions">
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<h4>📋 Instructions</h4>
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<ul>
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<li><strong>Cliquez</strong> n'importe où sur la carte</li>
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<li>Ajustez la valeur de <strong>k</strong> avec le curseur</li>
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<li>Observez les <strong>k plus proches villages</strong></li>
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<li>La <strong>classification</strong> se fait par vote majoritaire</li>
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</ul>
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</div>
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<div class="controls">
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<h3>⚙️ Paramètres</h3>
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<div class="control-group">
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<label>Nombre de voisins (k) :</label>
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<div class="slider-container">
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<input type="range" id="kSlider" min="1" max="21" value="5" step="2">
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<span class="k-value" id="kValue">5</span>
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</div>
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</div>
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<button class="btn-random" onclick="placeRandomPoint()">🎲 Point Aléatoire</button>
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<button class="btn-reset" onclick="resetClassification()">🔄 Réinitialiser</button>
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</div>
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<div class="result-box" id="resultBox">
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<h3>🎯 Résultat</h3>
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<div class="prediction no-result" id="prediction">
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Cliquez sur la carte
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</div>
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<div class="coords" id="coords"></div>
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<div id="votesContainer" style="display: none;">
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<div class="votes">
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<div class="vote-item">
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<div class="vote-count red" id="votes2A">0</div>
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<div>Corse du Sud</div>
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</div>
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<div class="vote-item">
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<div class="vote-count blue" id="votes2B">0</div>
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<div>Haute-Corse</div>
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</div>
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</div>
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<h4>🏘️ Plus proches voisins :</h4>
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<div class="neighbors-list" id="neighborsList"></div>
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</div>
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</div>
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<div class="legend">
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<h4>Légende</h4>
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<div class="legend-item">
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<div class="legend-circle red"></div>
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<span>Corse du Sud (2A)</span>
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</div>
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<div class="legend-item">
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<div class="legend-circle blue"></div>
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<span>Haute-Corse (2B)</span>
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</div>
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<div class="legend-item">
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<div class="legend-circle marker"></div>
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<span>Point à classifier</span>
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</div>
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</div>
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</div>
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<div id="map"></div>
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</div>
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</div>
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<!-- Leaflet JS -->
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<script src="https://unpkg.com/leaflet@1.9.4/dist/leaflet.js"></script>
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<script>
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// Données des villages (embarquées depuis le CSV)
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const villages = [{"name": "Afa", "nameCorse": "Afà", "lat": 41.984099158, "lon": 8.798384636, "dept": "2A", "altitude": 173.0}, {"name": "Alando", "nameCorse": "Alandu", "lat": 42.307923468, "lon": 9.286438857, "dept": "2B", "altitude": 659.0}, {"name": "Albertacce", "nameCorse": "Albertacce", "lat": 42.311736325, "lon": 8.924113162, "dept": "2B", "altitude": 1435.0}, {"name": "Ambiegna", "nameCorse": "Ambiegna", "lat": 42.087881677, "lon": 8.77334639, "dept": "2A", "altitude": 168.0}, {"name": "Arbellara", "nameCorse": "Arbiddali", "lat": 41.671484206, "lon": 8.989411005, "dept": "2A", "altitude": 214.0}, {"name": "Aullène", "nameCorse": "Auddè", "lat": 41.807022288, "lon": 9.092922973, "dept": "2A", "altitude": 1124.0}, {"name": "Balogna", "nameCorse": "Balogna", "lat": 42.187366095, "lon": 8.754098668, "dept": "2A", "altitude": 539.0}, {"name": "Bastia", "nameCorse": "Bastia", "lat": 42.686414633, "lon": 9.425141541, "dept": "2B", "altitude": 260.0}, {"name": "Bigorno", "nameCorse": "Bigornu", "lat": 42.531345808, "lon": 9.302728988, "dept": "2B", "altitude": 671.0}, {"name": "Biguglia", "nameCorse": "Biguglia", "lat": 42.61657278, "lon": 9.440821107, "dept": "2B", "altitude": 72.0}, {"name": "Bilia", "nameCorse": "Bilia", "lat": 41.621985218, "lon": 8.90490826, "dept": "2A", "altitude": 398.0}, {"name": "Brando", "nameCorse": "Brandu", "lat": 42.779653432, "lon": 9.450590588, "dept": "2B", "altitude": 493.0}, {"name": "Cagnano", "nameCorse": "Cagnanu", "lat": 42.872170492, "lon": 9.443557009, "dept": "2B", "altitude": 249.0}, {"name": "Calvi", "nameCorse": "Calvi", "lat": 42.545056158, "lon": 8.76006141, "dept": "2B", "altitude": 99.0}, {"name": "Campitello", "nameCorse": "Campitellu", "lat": 42.526951928, "lon": 9.324989461, "dept": "2B", "altitude": 655.0}, {"name": "Casalabriva", "nameCorse": "Casalabriva", "lat": 41.759907282, "lon": 8.92558467, "dept": "2A", "altitude": 451.0}, {"name": "Castellare-di-Casinca", "nameCorse": "U Castellà di Casinca", "lat": 42.470882238, "lon": 9.501396959, "dept": "2B", "altitude": 52.0}, {"name": "Castellare-di-Mercurio", "nameCorse": "U Castellà di Mercoriu", "lat": 42.310042781, "lon": 9.246588717, "dept": "2B", "altitude": 651.0}, {"name": "Castello-di-Rostino", "nameCorse": "Castellu di Rustinu", "lat": 42.471494035, "lon": 9.297984515, "dept": "2B", "altitude": 463.0}, {"name": "Cervione", "nameCorse": "Cervioni", "lat": 42.320960615, "lon": 9.516328611, "dept": "2B", "altitude": 174.0}, {"name": "Corte", "nameCorse": "Corti", "lat": 42.270219558, "lon": 9.083127876, "dept": "2B", "altitude": 1301.0}, {"name": "Croce", "nameCorse": "A Croce", "lat": 42.407784001, "lon": 9.357450274, "dept": "2B", "altitude": 779.0}, {"name": "Crocicchia", "nameCorse": "A Crucichja", "lat": 42.473573975, "lon": 9.352551876, "dept": "2B", "altitude": 619.0}, {"name": "Favone", "nameCorse": "Funi", "lat": 41.813484388, "lon": 9.352409643, "dept": "2A", "altitude": 285.0}, {"name": "Francardo", "nameCorse": "Francardu", "lat": 42.382592655, "lon": 9.193716559, "dept": "2B", "altitude": 530.0}, {"name": "Furiani", "nameCorse": "Furiani", "lat": 42.652181399, "lon": 9.416709053, "dept": "2B", "altitude": 203.0}, {"name": "Galéria", "nameCorse": "Galeria", "lat": 42.407960609, "lon": 8.70713078, "dept": "2B", "altitude": 381.0}, {"name": "Ghisonaccia", "nameCorse": "A Ghisunaccia", "lat": 42.043736738, "lon": 9.422930938, "dept": "2B", "altitude": 35.0}, {"name": "Levie", "nameCorse": "Livia", "lat": 41.651592663, "lon": 9.11575364, "dept": "2A", "altitude": 628.0}, {"name": "Loreto-di-Casinca", "nameCorse": "Loretu di Casinca", "lat": 42.476560658, "lon": 9.425072468, "dept": "2B", "altitude": 640.0}, {"name": "Marignana", "nameCorse": "Marignana", "lat": 42.208985566, "lon": 8.690764867, "dept": "2A", "altitude": 674.0}, {"name": "Mela", "nameCorse": "Mela", "lat": 41.683477908, "lon": 9.092481156, "dept": "2A", "altitude": 488.0}, {"name": "Moca-Croce", "nameCorse": "Macà è Croci", "lat": 41.787617666, "lon": 9.010018558, "dept": "2A", "altitude": 710.0}, {"name": "Monte", "nameCorse": "Monte", "lat": 42.482896791, "lon": 9.401684112, "dept": "2B", "altitude": 506.0}, {"name": "Moriani Plage", "nameCorse": "A Padulella", "lat": 42.368543705, "lon": 9.509244013, "dept": "2B", "altitude": 126.0}, {"name": "Muracciole", "nameCorse": "E Muracciole", "lat": 42.168067922, "lon": 9.19010691, "dept": "2B", "altitude": 886.0}, {"name": "Murato", "nameCorse": "Muratu", "lat": 42.567488213, "lon": 9.327568214, "dept": "2B", "altitude": 668.0}, {"name": "Novale", "nameCorse": "A Nuvale", "lat": 42.30481733, "lon": 9.411128601, "dept": "2B", "altitude": 770.0}, {"name": "Olcani", "nameCorse": "Olcani", "lat": 42.806047774, "lon": 9.386810335, "dept": "2B", "altitude": 710.0}, {"name": "Omessa", "nameCorse": "Omessa", "lat": 42.382592655, "lon": 9.193716559, "dept": "2B", "altitude": 530.0}, {"name": "Palasca", "nameCorse": "Palasca", "lat": 42.629902138, "lon": 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42.152494442, "lon": 9.120723761, "dept": "2B", "altitude": 1244.0}, {"name": "Volpajola", "nameCorse": "A Vulpaiola", "lat": 42.519867456, "lon": 9.360362944, "dept": "2B", "altitude": 385.0}, {"name": "Aléria", "nameCorse": "Aleria", "lat": 42.106100541, "lon": 9.495920292, "dept": "2B", "altitude": 19.0}, {"name": "Altiani", "nameCorse": "Altiani", "lat": 42.21988286, "lon": 9.278582603, "dept": "2B", "altitude": 369.0}, {"name": "Avapessa", "nameCorse": "Avapessa", "lat": 42.559045538, "lon": 8.893822971, "dept": "2B", "altitude": 442.0}, {"name": "Barbaggio", "nameCorse": "Barbaghju", "lat": 42.68403287, "lon": 9.368383831, "dept": "2B", "altitude": 299.0}, {"name": "Bastelica", "nameCorse": "Bastelica", "lat": 41.988202996, "lon": 9.048770899, "dept": "2A", "altitude": 1133.0}, {"name": "Belvédère-Campomoro", "nameCorse": "Belvidè è Campumoru", "lat": 41.617493972, "lon": 8.823763667, "dept": "2A", "altitude": 173.0}, {"name": "Calacuccia", "nameCorse": "Calacuccia", "lat": 42.32334002, "lon": 9.034454548, "dept": "2B", "altitude": 1150.0}, {"name": "Campi", "nameCorse": "Campi", "lat": 42.268421021, "lon": 9.42340261, "dept": "2B", "altitude": 547.0}, {"name": "Carpineto", "nameCorse": "U Carpinetu", "lat": 42.355816993, "lon": 9.380036665, "dept": "2B", "altitude": 689.0}, {"name": "Casabianca", "nameCorse": "A Casabianca", "lat": 42.446912546, "lon": 9.371438459, "dept": "2B", "altitude": 652.0}, {"name": "Castirla", "nameCorse": "Castirla", "lat": 42.368110887, "lon": 9.125662016, "dept": "2B", "altitude": 775.0}, {"name": "Érone", "nameCorse": "Erone", "lat": 42.375538829, "lon": 9.266421193, "dept": "2B", "altitude": 669.0}, {"name": "Feliceto", "nameCorse": "U Filicetu", "lat": 42.549098073, "lon": 8.939971216, "dept": "2B", "altitude": 536.0}, {"name": "Foce", "nameCorse": "Foci è Bilzesi", "lat": 41.622016364, "lon": 9.036079, "dept": "2A", "altitude": 418.0}, {"name": "Folelli", "nameCorse": "I Fulelli", "lat": 42.454841775, "lon": 9.497220418, "dept": "2B", "altitude": 120.0}, {"name": "Gavignano", "nameCorse": "Gavignanu", "lat": 42.424118586, "lon": 9.250834128, "dept": "2B", "altitude": 569.0}, {"name": "Giocatojo", "nameCorse": "Ghjucatoghju", "lat": 42.443980232, "lon": 9.346162636, "dept": "2B", "altitude": 716.0}, {"name": "Grosseto-Prugna", "nameCorse": "Grussettu è Prugna", "lat": 41.881679666, "lon": 8.8180744, "dept": "2A", "altitude": 349.0}, {"name": "Guargualé", "nameCorse": "Guargualè", "lat": 41.827608574, "lon": 8.927786507, "dept": "2A", "altitude": 426.0}, {"name": "Lento", "nameCorse": "Lentu", "lat": 42.53133798, "lon": 9.263000703, "dept": "2B", "altitude": 931.0}, {"name": "L'Île-Rousse", "nameCorse": "Lisula (Isula Rossa)", "lat": 42.631697062, "lon": 8.933933268, "dept": "2B", "altitude": 36.0}, {"name": "Lozzi", "nameCorse": "Lozzi", "lat": 42.362293727, "lon": 8.981020761, "dept": "2B", "altitude": 1554.0}, {"name": "Lumio", "nameCorse": "Lumiu", "lat": 42.58003415, "lon": 8.825470213, "dept": "2B", "altitude": 100.0}, {"name": "Marine de Canella", "nameCorse": "Marina di Cannedda", "lat": 41.813484388, "lon": 9.352409643, "dept": "2A", "altitude": 285.0}, {"name": "Meria", "nameCorse": "Meria", "lat": 42.919922654, "lon": 9.436626608, "dept": "2B", "altitude": 216.0}, {"name": "Oletta", "nameCorse": "Oletta", "lat": 42.641773997, "lon": 9.333297468, "dept": "2B", "altitude": 211.0}, {"name": "Olmeta-di-Tuda", "nameCorse": "Olmeta di Tuda", "lat": 42.612322524, "lon": 9.363945407, "dept": "2B", "altitude": 302.0}, {"name": "Olmiccia", "nameCorse": "Ulimiccia", "lat": 41.670651674, "lon": 9.033579591, "dept": "2A", "altitude": 192.0}, {"name": "Osani", "nameCorse": "Osani", "lat": 42.343210456, "lon": 8.623256444, "dept": "2A", "altitude": 255.0}, {"name": "Ota", "nameCorse": "Ota", "lat": 42.254915069, "lon": 8.733420349, "dept": "2A", "altitude": 573.0}, {"name": "Pastricciola", "nameCorse": "Pastricciola", "lat": 42.143534665, "lon": 9.016661089, "dept": "2A", "altitude": 1032.0}, {"name": "Penta-Acquatella", "nameCorse": "Penta è Acquatella", "lat": 42.463219499, "lon": 9.372503735, "dept": "2B", "altitude": 511.0}, {"name": "Petreto-Bicchisano", "nameCorse": "Pitretu è Bicchisgià", "lat": 41.770617869, "lon": 8.969676171, "dept": "2A", "altitude": 606.0}, {"name": "Piedipartino", "nameCorse": "U Pedipartinu", "lat": 42.357818151, "lon": 9.344917642, "dept": "2B", "altitude": 1099.0}, {"name": "Pie-d'Orezza", "nameCorse": "U Ped'Orezza", "lat": 42.374283692, "lon": 9.338168108, "dept": "2B", "altitude": 1051.0}, {"name": "Pietra-di-Verde", "nameCorse": "A Petra di Verde", "lat": 42.292706467, "lon": 9.444427237, "dept": "2B", "altitude": 515.0}, {"name": "Pietralba", "nameCorse": "Petralba", "lat": 42.542992942, "lon": 9.183540313, "dept": "2B", "altitude": 661.0}, {"name": "Pietricaggio", "nameCorse": "U Petricaghju", "lat": 42.329371523, "lon": 9.376444081, "dept": "2B", "altitude": 954.0}, {"name": "Pigna", "nameCorse": "Pigna", "lat": 42.599594739, "lon": 8.899643154, "dept": "2B", "altitude": 199.0}, {"name": "Piobetta", "nameCorse": "Piupeta", "lat": 42.34031583, "lon": 9.367213393, "dept": "2B", "altitude": 1072.0}, {"name": "Ponte-Leccia", "nameCorse": "U Ponte à a Leccia", "lat": 42.447442972, "lon": 9.254839416, "dept": "2B", "altitude": 584.0}, {"name": "Quasquara", "nameCorse": "Quasquara", "lat": 41.909019445, "lon": 9.00915712, "dept": "2A", "altitude": 995.0}, {"name": "Quercitello", "nameCorse": "U Quarcitellu", "lat": 42.427994577, "lon": 9.342287535, "dept": "2B", "altitude": 780.0}, {"name": "Rutali", "nameCorse": "Rutali", "lat": 42.582984073, "lon": 9.38185368, "dept": "2B", "altitude": 578.0}, {"name": "Sainte-Lucie-de-Porto-Vecchio", "nameCorse": "Santa Lucia di Portivechju", "lat": 41.721323664, "lon": 9.266906298, "dept": "2A", "altitude": 574.0}, {"name": "San Gavino di Tenda", "nameCorse": "San Gavinu di Tenda", "lat": 42.652658905, "lon": 9.152870999, "dept": "2B", "altitude": 417.0}, {"name": "San Giuliano", "nameCorse": "San Ghjulianu", "lat": 42.288176427, "lon": 9.529030364, "dept": "2B", "altitude": 49.0}, {"name": "Santa Maria di Lota", "nameCorse": "Santa Maria di Lota", "lat": 42.751399922, "lon": 9.423742517, "dept": "2B", "altitude": 543.0}, {"name": "Santa Reparata di Moriani", "nameCorse": "Santa Riparata di Moriani", "lat": 42.351493627, "lon": 9.455646602, "dept": "2B", "altitude": 830.0}, {"name": "Sant'Andréa di Bozio", "nameCorse": "Sant'Andria di Boziu", "lat": 42.276933646, "lon": 9.284012946, "dept": "2B", "altitude": 703.0}, {"name": "Serra-di-Scopamène", "nameCorse": "A Sarra di Scupamena", "lat": 41.778397913, "lon": 9.10945997, "dept": "2A", "altitude": 1040.0}, {"name": "Serriera", "nameCorse": "A Sarrera", "lat": 42.30710231, "lon": 8.732587166, "dept": "2A", "altitude": 548.0}, {"name": "Sollacaro", "nameCorse": "Suddacarò", "lat": 41.741671271, "lon": 8.88000405, "dept": "2A", "altitude": 201.0}, {"name": "Sorbollano", "nameCorse": "Surbuddà", "lat": 41.750045408, "lon": 9.115741672, "dept": "2A", "altitude": 704.0}, {"name": "Soveria", "nameCorse": "Suveria", "lat": 42.349616968, "lon": 9.146357138, "dept": "2B", "altitude": 894.0}, {"name": "Stazzona", "nameCorse": "A Stazzona", "lat": 42.380164629, "lon": 9.375561105, "dept": "2B", "altitude": 452.0}, {"name": "Tarrano", "nameCorse": "Tarranu", "lat": 42.34423574, "lon": 9.401886383, "dept": "2B", "altitude": 684.0}, {"name": "Tasso", "nameCorse": "Tassu", "lat": 41.950459429, "lon": 9.09336522, "dept": "2A", "altitude": 1142.0}, {"name": "Tolla", "nameCorse": "Todda", "lat": 41.968373368, "lon": 8.969188641, "dept": "2A", "altitude": 772.0}, {"name": "Tomino", "nameCorse": "Tuminu", "lat": 42.943861568, "lon": 9.44531518, "dept": "2B", "altitude": 145.0}, {"name": "Tox", "nameCorse": "Tocchisu", "lat": 42.243920282, "lon": 9.442949117, "dept": "2B", "altitude": 372.0}, {"name": "Urbalacone", "nameCorse": "Urbalaconu", "lat": 41.826622451, "lon": 8.948910033, "dept": "2A", "altitude": 324.0}, {"name": "Urtaca", "nameCorse": "Urtaca", "lat": 42.620839816, "lon": 9.147910762, "dept": "2B", "altitude": 407.0}, {"name": "Vallecalle", "nameCorse": "Vallecalle", "lat": 42.59968682, "lon": 9.337178683, "dept": "2B", "altitude": 279.0}, {"name": "Valle-di-Rostino", "nameCorse": "Valle di Rustinu", "lat": 42.460117779, "lon": 9.264946452, "dept": "2B", "altitude": 487.0}, {"name": "Viggianello", "nameCorse": "Vighjaneddu", "lat": 41.668941046, "lon": 8.944901982, "dept": "2A", "altitude": 167.0}, {"name": "Vignale", "nameCorse": "Vignale", "lat": 42.536988042, "lon": 9.395981853, "dept": "2B", "altitude": 414.0}, {"name": "Villanova", "nameCorse": "Villanova", "lat": 41.963230481, "lon": 8.670013801, "dept": "2A", "altitude": 259.0}, {"name": "Ville-di-Pietrabugno", "nameCorse": "E Ville di Petrabugnu", "lat": 42.715990142, "lon": 9.427402606, "dept": "2B", "altitude": 419.0}, {"name": "Zilia", "nameCorse": "Zilia", "lat": 42.518910536, "lon": 8.903243603, "dept": "2B", "altitude": 692.0}, {"name": "Appietto", "nameCorse": "Appietu", "lat": 42.00345914, "lon": 8.733864943, "dept": "2A", "altitude": 250.0}, {"name": "Argiusta-Moriccio", "nameCorse": "Arghjusta è Muricciu", "lat": 41.815418536, "lon": 9.032650196, "dept": "2A", "altitude": 710.0}, {"name": "Asco", "nameCorse": "Ascu", "lat": 42.434499645, "lon": 8.997095065, "dept": "2B", "altitude": 1382.0}, {"name": "Azilone Ampaza", "nameCorse": "Azilonu è Ampaza", "lat": 41.870638716, "lon": 9.016697474, "dept": "2A", "altitude": 612.0}, {"name": "Azzana", "nameCorse": "Azzana", "lat": 42.112842887, "lon": 8.931331876, "dept": "2A", "altitude": 644.0}, {"name": "Bastelicaccia", "nameCorse": "A Bastilicaccia", "lat": 41.935379337, "lon": 8.836589723, "dept": "2A", "altitude": 107.0}, {"name": "Bocognano", "nameCorse": "Bucugnà", "lat": 42.088739774, "lon": 9.070832593, "dept": "2A", "altitude": 1153.0}, {"name": "Cambia", "nameCorse": "Cambia", "lat": 42.368771929, "lon": 9.302086757, 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"2B", "altitude": 330.0}, {"name": "Piazzali", "nameCorse": "I Piazzali", "lat": 42.319849138, "lon": 9.40624796, "dept": "2B", "altitude": 490.0}, {"name": "Piazzole", "nameCorse": "E Piazzole", "lat": 42.394305864, "lon": 9.406026984, "dept": "2B", "altitude": 597.0}, {"name": "Piedicroce", "nameCorse": "Pedicroce", "lat": 42.383602991, "lon": 9.367496412, "dept": "2B", "altitude": 582.0}, {"name": "Pietroso", "nameCorse": "U Petrosu", "lat": 42.126673307, "lon": 9.299766506, "dept": "2B", "altitude": 535.0}, {"name": "Poggio-di-Nazza", "nameCorse": "U Poghju di Nazza", "lat": 42.052471465, "lon": 9.292823274, "dept": "2B", "altitude": 620.0}, {"name": "Porticcio", "nameCorse": "Purtichju", "lat": 41.881679666, "lon": 8.8180744, "dept": "2A", "altitude": 349.0}, {"name": "Propriano", "nameCorse": "Prupià", "lat": 41.650480026, "lon": 8.893782923, "dept": "2A", "altitude": 131.0}, {"name": "Prunelli-di-Fiumorbo", "nameCorse": "I Prunelli di Fiumorbu", "lat": 42.007264725, "lon": 9.367477287, "dept": "2B", "altitude": 113.0}, {"name": "Querciolo", "nameCorse": "U Querciolu", "lat": 42.482672899, "lon": 9.488464533, "dept": "2B", "altitude": 101.0}, {"name": "Rapale", "nameCorse": "Rapale", "lat": 42.620693423, "lon": 9.304226711, "dept": "2B", "altitude": 217.0}, {"name": "Sainte-Marie-Sichée", "nameCorse": "Santa Maria Sichè", "lat": 41.884499455, "lon": 8.979258665, "dept": "2A", "altitude": 682.0}, {"name": "San-Gavino-di-Carbini", "nameCorse": "San Gavinu di Carbini", "lat": 41.6808746, "lon": 9.233197674, "dept": "2A", "altitude": 471.0}, {"name": "Santa-Maria-Figaniella", "nameCorse": "Santa Maria Ficaniedda", "lat": 41.724797617, "lon": 9.008692108, "dept": "2A", "altitude": 571.0}, {"name": "Sant'Andrea di Cotone", "nameCorse": "Sant'Andria di u Cotone", "lat": 42.314731034, "lon": 9.472934033, "dept": "2B", "altitude": 451.0}, {"name": "Sari-d'Orcino", "nameCorse": "Sari d'Urcinu", "lat": 42.064793742, "lon": 8.833814061, "dept": "2A", "altitude": 562.0}, {"name": "Serra-di-Ferro", "nameCorse": "A Sarra di Farru", "lat": 41.741305905, "lon": 8.812689336, "dept": "2A", "altitude": 135.0}, {"name": "Sotta", "nameCorse": "Sotta", "lat": 41.555644785, "lon": 9.181631152, "dept": "2A", "altitude": 287.0}, {"name": "Taglio-Isolaccio", "nameCorse": "Tagliu è Isulacciu", "lat": 42.434761907, "lon": 9.495861718, "dept": "2B", "altitude": 121.0}, {"name": "Tralonca", "nameCorse": "Tralonca", "lat": 42.340626954, "lon": 9.192853447, "dept": "2B", "altitude": 715.0}, {"name": "Travo", "nameCorse": "U Travu", "lat": 41.879729335, "lon": 9.320753989, "dept": "2B", "altitude": 498.0}, {"name": "Vallica", "nameCorse": "A Vallica", "lat": 42.517505492, "lon": 9.057996561, "dept": "2B", "altitude": 757.0}, {"name": "Venzolasca", "nameCorse": "A Venzulasca", "lat": 42.501541943, "lon": 9.493148146, "dept": "2B", "altitude": 40.0}, {"name": "Ville-di-Paraso", "nameCorse": "E Ville di Parasu", "lat": 42.58198927, "lon": 8.989693518, "dept": "2B", "altitude": 316.0}, {"name": "Zalana", "nameCorse": "Zalana", "lat": 42.25378544, "lon": 9.381355656, "dept": "2B", "altitude": 493.0}, {"name": "Zévaco", "nameCorse": "Zevacu", "lat": 41.887254351, "lon": 9.045323738, "dept": "2A", "altitude": 742.0}, {"name": "Zuani", "nameCorse": "Zuani", "lat": 42.265394888, "lon": 9.340839826, "dept": "2B", "altitude": 714.0}, {"name": "Aghione", "nameCorse": "Aghjone", "lat": 42.09858371, "lon": 9.41182181, "dept": "2B", "altitude": 83.0}, {"name": "Aiti", "nameCorse": "Aiti", "lat": 42.404034764, "lon": 9.228973435, "dept": "2B", "altitude": 606.0}, {"name": "Alata", "nameCorse": "Alata", "lat": 41.973630938, "lon": 8.731653878, "dept": "2A", "altitude": 244.0}, {"name": "Albitreccia", "nameCorse": "Albitreccia", "lat": 41.86066083, "lon": 8.877731508, "dept": "2A", "altitude": 488.0}, {"name": "Algajola", "nameCorse": "L'Algaiola", "lat": 42.60478, "lon": 8.857309253, "dept": "2B", "altitude": 78.0}, {"name": "Altagène", "nameCorse": "Altaghjè", "lat": 41.709341198, "lon": 9.077320052, "dept": "2A", "altitude": 728.0}, {"name": "Alzi", "nameCorse": "L'Alzi", "lat": 42.31255873, "lon": 9.314211407, "dept": "2B", "altitude": 998.0}, {"name": "Arro", "nameCorse": "Arru", "lat": 42.096711741, "lon": 8.80432428, "dept": "2A", "altitude": 319.0}, {"name": "Borgo", "nameCorse": "U Borgu", "lat": 42.574004682, "lon": 9.457384712, "dept": "2B", "altitude": 121.0}, {"name": "Campana", "nameCorse": "A Campana", "lat": 42.388404949, "lon": 9.340363117, "dept": "2B", "altitude": 1059.0}, {"name": "Canari", "nameCorse": "Canari", "lat": 42.842994572, "lon": 9.345139796, "dept": "2B", "altitude": 447.0}, {"name": "Cannelle", "nameCorse": "I Canneddi", "lat": 42.047811428, "lon": 8.816968797, "dept": "2A", "altitude": 360.0}, {"name": "Carbini", "nameCorse": "Carbini", "lat": 41.6758019, "lon": 9.159962103, "dept": "2A", "altitude": 722.0}, {"name": "Cardo-Torgia", "nameCorse": "Cardu è Torghja", "lat": 41.852428162, "lon": 8.97181311, "dept": "2A", "altitude": 381.0}, {"name": "Cargiaca", "nameCorse": "Carghjaca", "lat": 41.732245332, "lon": 9.040954726, "dept": "2A", "altitude": 522.0}, {"name": "Casaglione", "nameCorse": "Casaglione", "lat": 42.069544281, "lon": 8.76036097, "dept": "2A", "altitude": 153.0}, {"name": "Castiglione", "nameCorse": "Castiglione", "lat": 42.409266106, "lon": 9.11456258, "dept": "2B", "altitude": 1036.0}, {"name": "Centuri", "nameCorse": "Centuri", "lat": 42.967299152, "lon": 9.364562278, "dept": "2B", "altitude": 221.0}, {"name": "Ciamannacce", "nameCorse": "Ciamanaccia", "lat": 41.973021385, "lon": 9.138412717, "dept": "2A", "altitude": 1318.0}, {"name": "Conca", "nameCorse": "Conca", "lat": 41.753235671, "lon": 9.330136574, "dept": "2A", "altitude": 426.0}, {"name": "Corbara", "nameCorse": "Curbara", "lat": 42.617463796, "lon": 8.901371157, "dept": "2B", "altitude": 115.0}, {"name": "Corscia", "nameCorse": "Corscia", "lat": 42.36912127, "lon": 9.055683928, "dept": "2B", "altitude": 1275.0}, {"name": "Coti-Chiavari", "nameCorse": "Coti Chjavari", "lat": 41.769220036, "lon": 8.752801633, "dept": "2A", "altitude": 212.0}, {"name": "Cozzano", "nameCorse": "Cuzzà", "lat": 41.933423808, "lon": 9.18627726, "dept": "2A", "altitude": 1250.0}, {"name": "Cristinacce", "nameCorse": "E Cristinacce", "lat": 42.243558113, "lon": 8.855476205, "dept": "2A", "altitude": 1099.0}, {"name": "Evisa", "nameCorse": "Evisa", "lat": 42.285205276, "lon": 8.820545759, "dept": "2A", "altitude": 1160.0}, {"name": "Frasseto", "nameCorse": "Frassetu", "lat": 41.920065663, "lon": 9.039339609, "dept": "2A", "altitude": 1010.0}, {"name": "Giovicacce", "nameCorse": "Ghjuvicaccia", "lat": 41.946486583, "lon": 9.120742619, "dept": "2A", "altitude": 931.0}, {"name": "Girolata", "nameCorse": "Ghjirulatu", "lat": 42.343210456, "lon": 8.623256444, "dept": "2A", "altitude": 255.0}, {"name": "Isolella", "nameCorse": "L'isulella", "lat": 41.828388927, "lon": 8.813564382, "dept": "2A", "altitude": 268.0}, {"name": "La Porta", "nameCorse": "A Porta", "lat": 42.424509445, "lon": 9.358285544, "dept": "2B", "altitude": 631.0}, {"name": "Lama", "nameCorse": "Lama", "lat": 42.58037041, "lon": 9.165869709, "dept": "2B", "altitude": 583.0}, {"name": "Lavatoggio", "nameCorse": "Lavatoghju", "lat": 42.573525634, "lon": 8.86117754, "dept": "2B", "altitude": 401.0}, {"name": "Lucciana", "nameCorse": "Lucciana", "lat": 42.541495443, "lon": 9.473319063, "dept": "2B", "altitude": 66.0}, {"name": "Macinaggio", "nameCorse": "U Macinaghju", "lat": 42.972122193, "lon": 9.426061606, "dept": "2B", "altitude": 147.0}, {"name": "Matra", "nameCorse": "Matra", "lat": 42.282877731, "lon": 9.388145686, "dept": "2B", "altitude": 653.0}, {"name": "Moïta", "nameCorse": "Moita", "lat": 42.281916177, "lon": 9.410701158, "dept": "2B", "altitude": 627.0}, {"name": "Monacia-d'Orezza", "nameCorse": "A Munacia d'Orezza", "lat": 42.381282416, "lon": 9.404972062, "dept": "2B", "altitude": 622.0}, {"name": "Moncale", "nameCorse": "U Mucale", "lat": 42.503349971, "lon": 8.819545913, "dept": "2B", "altitude": 229.0}, {"name": "Montegrosso", "nameCorse": "Montegrossu", "lat": 42.543663598, "lon": 8.855619194, "dept": "2B", "altitude": 247.0}, {"name": "Monticello", "nameCorse": "Munticellu", "lat": 42.621908943, "lon": 8.96175403, "dept": "2B", "altitude": 131.0}, {"name": "Morosaglia", "nameCorse": "Merusaglia", "lat": 42.447442972, "lon": 9.254839416, "dept": "2B", "altitude": 584.0}, {"name": "Muro", "nameCorse": "Muru", "lat": 42.546200932, "lon": 8.91727282, "dept": "2B", "altitude": 477.0}, {"name": "Murzo", "nameCorse": "Murzu", "lat": 42.158617987, "lon": 8.846746277, "dept": "2A", "altitude": 654.0}, {"name": "Nocario", "nameCorse": "Nucariu", "lat": 42.395383375, "lon": 9.347999187, "dept": "2B", "altitude": 836.0}, {"name": "Nonza", "nameCorse": "Nonza", "lat": 42.788421198, "lon": 9.354620265, "dept": "2B", "altitude": 308.0}, {"name": "Ocana", "nameCorse": "Ocana", "lat": 41.95029011, "lon": 8.909484856, "dept": "2A", "altitude": 426.0}, {"name": "Olmeta-di-Capocorso", "nameCorse": "Olmeta di Capicorsu", "lat": 42.76662536, "lon": 9.377150937, "dept": "2B", "altitude": 545.0}, {"name": "Partinello", "nameCorse": "Partinellu", "lat": 42.318887178, "lon": 8.689536408, "dept": "2A", "altitude": 324.0}, {"name": "Penta-di-Casinca", "nameCorse": "A Penta di Casinca", "lat": 42.454841775, "lon": 9.497220418, "dept": "2B", "altitude": 120.0}, {"name": "Piana", "nameCorse": "A Piana", "lat": 42.225980207, "lon": 8.629135134, "dept": "2A", "altitude": 378.0}, {"name": "Pietracorbara", "nameCorse": "A Petracurbara", "lat": 42.844693715, "lon": 9.438161192, "dept": "2B", "altitude": 313.0}, {"name": "Piève", "nameCorse": "A Pieve", "lat": 42.602563476, "lon": 9.295995774, "dept": "2B", "altitude": 526.0}, {"name": "Porri", "nameCorse": "Porri", "lat": 42.449261473, "lon": 9.441966528, "dept": "2B", "altitude": 349.0}, {"name": "Porto", "nameCorse": "Portu", "lat": 42.254915069, "lon": 8.733420349, "dept": "2A", "altitude": 573.0}, {"name": "Porto-Vecchio", "nameCorse": "Portivechju", "lat": 41.592638608, "lon": 9.253642063, "dept": "2A", "altitude": 196.0}, {"name": "Prato-di-Giovellina", "nameCorse": "U Pratu di Ghjuvellina", "lat": 42.419022064, "lon": 9.169230292, "dept": "2B", "altitude": 517.0}, {"name": "Pruno", "nameCorse": "U Prunu", "lat": 42.42434454, "lon": 9.448133189, "dept": "2B", "altitude": 331.0}, {"name": "Renno", "nameCorse": "Rennu", "lat": 42.206614166, "lon": 8.820333351, "dept": "2A", "altitude": 955.0}, {"name": "Rezza", "nameCorse": "Reza", "lat": 42.123684074, "lon": 8.952481117, "dept": "2A", "altitude": 694.0}, {"name": "Rospigliani", "nameCorse": "Ruspigliani", "lat": 42.194036469, "lon": 9.238021239, "dept": "2B", "altitude": 619.0}, {"name": "Saint-Florent", "nameCorse": "San Fiurenzu", "lat": 42.69204221, "lon": 9.326144109, "dept": "2B", "altitude": 73.0}, {"name": "San Gavino d'Ampugnani", "nameCorse": "San Gavinu d'Ampugnani", "lat": 42.4173683, "lon": 9.425640894, "dept": "2B", "altitude": 355.0}, {"name": "San Martino di Lota", "nameCorse": "San Martinu di Lota", "lat": 42.7325634, "lon": 9.432341417, "dept": "2B", "altitude": 407.0}, {"name": "San Nicolao", "nameCorse": "San Niculaiu", "lat": 42.368543705, "lon": 9.509244013, "dept": "2B", "altitude": 126.0}, {"name": "Santa Maria Poggio", "nameCorse": "Santa Maria Poghju", "lat": 42.350303367, "lon": 9.508073863, "dept": "2B", "altitude": 230.0}, {"name": "Santa Reparata di Balagna", "nameCorse": "Santa Riparata di Balagna", "lat": 42.601368217, "lon": 8.931733241, "dept": "2B", "altitude": 201.0}, {"name": "Sant'Antonino", "nameCorse": "Sant'Antuninu", "lat": 42.584511842, "lon": 8.908424902, "dept": "2B", "altitude": 316.0}, {"name": "Sari-Solenzara", "nameCorse": "Sari di Sulinzara", "lat": 41.813484388, "lon": 9.352409643, "dept": "2A", "altitude": 285.0}, {"name": "Scata", "nameCorse": "Scata", "lat": 42.422242874, "lon": 9.404226001, "dept": "2B", "altitude": 361.0}, {"name": "Scolca", "nameCorse": "Scolca", "lat": 42.538730176, "lon": 9.364871046, "dept": "2B", "altitude": 819.0}, {"name": "Sermano", "nameCorse": "Sermanu", "lat": 42.315096946, "lon": 9.266283956, "dept": "2B", "altitude": 782.0}, {"name": "Silvareccio", "nameCorse": "U Silvarecciu", "lat": 42.452776483, "lon": 9.417778706, "dept": "2B", "altitude": 733.0}, {"name": "Sisco", "nameCorse": "Siscu", "lat": 42.814388831, "lon": 9.442807921, "dept": "2B", "altitude": 427.0}, {"name": "Speloncato", "nameCorse": "U Spiluncatu", "lat": 42.574023464, "lon": 8.9695723, "dept": "2B", "altitude": 379.0}, {"name": "Talasani", "nameCorse": "Talasani", "lat": 42.417836969, "lon": 9.507426546, "dept": "2B", "altitude": 137.0}, {"name": "Tavaco", "nameCorse": "Tavacu", "lat": 42.031657485, "lon": 8.884974446, "dept": "2A", "altitude": 461.0}, {"name": "Ucciani", "nameCorse": "Aucciani", "lat": 42.047197897, "lon": 8.982585246, "dept": "2A", "altitude": 718.0}, {"name": "Valle-d'Alesani", "nameCorse": "E Valli d'Alisgiani", "lat": 42.328016128, "lon": 9.434606151, "dept": "2B", "altitude": 655.0}, {"name": "Velone-Orneto", "nameCorse": "Vilone è Urnetu", "lat": 42.39097936, "lon": 9.451708549, "dept": "2B", "altitude": 634.0}, {"name": "Zicavo", "nameCorse": "Zicavu", "lat": 41.884420509, "lon": 9.16690313, "dept": "2A", "altitude": 1273.0}];
|
|
|
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let map, testMarker, neighborMarkers = [], neighborLines = [];
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let currentK = 5;
|
|
|
|
// Initialiser la carte
|
|
function initMap() {
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|
map = L.map('map').setView([42.15, 9.05], 9);
|
|
|
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L.tileLayer('https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
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attribution: '© OpenStreetMap contributors'
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}).addTo(map);
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|
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// Ajouter tous les villages
|
|
villages.forEach(village => {
|
|
const color = village.dept === '2A' ? '#e74c3c' : '#3498db';
|
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L.circleMarker([village.lat, village.lon], {
|
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radius: 3,
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fillColor: color,
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color: '#333',
|
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weight: 1,
|
|
opacity: 1,
|
|
fillOpacity: 0.5
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|
}).bindPopup(`<b>${village.name}</b><br>${village.nameCorse}<br>${village.dept}`)
|
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.addTo(map);
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});
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|
|
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// Ajouter le gestionnaire de clic
|
|
map.on('click', onMapClick);
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|
}
|
|
|
|
// Calcul de distance Haversine
|
|
function haversineDistance(lat1, lon1, lat2, lon2) {
|
|
const R = 6371; // Rayon de la Terre en km
|
|
const dLat = (lat2 - lat1) * Math.PI / 180;
|
|
const dLon = (lon2 - lon1) * Math.PI / 180;
|
|
const a = Math.sin(dLat/2) * Math.sin(dLat/2) +
|
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Math.cos(lat1 * Math.PI / 180) * Math.cos(lat2 * Math.PI / 180) *
|
|
Math.sin(dLon/2) * Math.sin(dLon/2);
|
|
const c = 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1-a));
|
|
return R * c;
|
|
}
|
|
|
|
// Classification k-NN
|
|
function knnClassify(lat, lon, k) {
|
|
// Calculer distances
|
|
const distances = villages.map(village => ({
|
|
...village,
|
|
distance: haversineDistance(lat, lon, village.lat, village.lon)
|
|
}));
|
|
|
|
// Trier par distance
|
|
distances.sort((a, b) => a.distance - b.distance);
|
|
|
|
// Prendre les k plus proches
|
|
const neighbors = distances.slice(0, k);
|
|
|
|
// Voter
|
|
const votes = { '2A': 0, '2B': 0 };
|
|
neighbors.forEach(n => votes[n.dept]++);
|
|
|
|
const prediction = votes['2A'] > votes['2B'] ? '2A' : '2B';
|
|
|
|
return { prediction, neighbors, votes };
|
|
}
|
|
|
|
// Gestionnaire de clic sur la carte
|
|
function onMapClick(e) {
|
|
const lat = e.latlng.lat;
|
|
const lon = e.latlng.lng;
|
|
|
|
classifyPoint(lat, lon);
|
|
}
|
|
|
|
// Classifier un point
|
|
function classifyPoint(lat, lon) {
|
|
// Supprimer les anciens marqueurs
|
|
if (testMarker) map.removeLayer(testMarker);
|
|
neighborMarkers.forEach(m => map.removeLayer(m));
|
|
neighborLines.forEach(l => map.removeLayer(l));
|
|
neighborMarkers = [];
|
|
neighborLines = [];
|
|
|
|
// Classifier
|
|
const result = knnClassify(lat, lon, currentK);
|
|
|
|
// Ajouter le marqueur du point test
|
|
testMarker = L.circleMarker([lat, lon], {
|
|
radius: 12,
|
|
fillColor: '#95a5a6',
|
|
color: '#000',
|
|
weight: 3,
|
|
opacity: 1,
|
|
fillOpacity: 0.8
|
|
}).addTo(map);
|
|
|
|
// Ajouter les marqueurs et lignes des voisins
|
|
result.neighbors.forEach(neighbor => {
|
|
const nColor = neighbor.dept === '2A' ? '#e74c3c' : '#3498db';
|
|
|
|
// Ligne
|
|
const line = L.polyline(
|
|
[[lat, lon], [neighbor.lat, neighbor.lon]],
|
|
{color: nColor, weight: 2, opacity: 0.5}
|
|
).addTo(map);
|
|
neighborLines.push(line);
|
|
|
|
// Marqueur
|
|
const marker = L.circleMarker([neighbor.lat, neighbor.lon], {
|
|
radius: 8,
|
|
fillColor: nColor,
|
|
color: '#333',
|
|
weight: 2,
|
|
opacity: 1,
|
|
fillOpacity: 0.8
|
|
}).bindPopup(`<b>${neighbor.name}</b><br>${neighbor.nameCorse}<br>${neighbor.dept}<br>Distance: ${neighbor.distance.toFixed(2)} km`)
|
|
.addTo(map);
|
|
neighborMarkers.push(marker);
|
|
});
|
|
|
|
// Afficher les résultats
|
|
displayResults(lat, lon, result);
|
|
}
|
|
|
|
// Afficher les résultats
|
|
function displayResults(lat, lon, result) {
|
|
const predictionDiv = document.getElementById('prediction');
|
|
const coordsDiv = document.getElementById('coords');
|
|
const votesContainer = document.getElementById('votesContainer');
|
|
const votes2A = document.getElementById('votes2A');
|
|
const votes2B = document.getElementById('votes2B');
|
|
const neighborsList = document.getElementById('neighborsList');
|
|
|
|
// Coordonnées
|
|
coordsDiv.textContent = `(${lat.toFixed(4)}, ${lon.toFixed(4)})`;
|
|
|
|
// Prédiction
|
|
const deptName = result.prediction === '2A' ? 'Corse du Sud (2A)' : 'Haute-Corse (2B)';
|
|
const cssClass = result.prediction === '2A' ? 'corse-sud' : 'haute-corse';
|
|
predictionDiv.textContent = deptName;
|
|
predictionDiv.className = 'prediction ' + cssClass;
|
|
|
|
// Votes
|
|
votes2A.textContent = result.votes['2A'];
|
|
votes2B.textContent = result.votes['2B'];
|
|
votesContainer.style.display = 'block';
|
|
|
|
// Liste des voisins
|
|
neighborsList.innerHTML = '';
|
|
result.neighbors.forEach(neighbor => {
|
|
const div = document.createElement('div');
|
|
div.className = `neighbor-item dept-${neighbor.dept.toLowerCase()}`;
|
|
div.innerHTML = `
|
|
<div class="neighbor-name">${neighbor.name} (${neighbor.dept})</div>
|
|
<div class="neighbor-corse">${neighbor.nameCorse}</div>
|
|
<div class="neighbor-distance">Distance: ${neighbor.distance.toFixed(2)} km</div>
|
|
`;
|
|
neighborsList.appendChild(div);
|
|
});
|
|
}
|
|
|
|
// Point aléatoire
|
|
function placeRandomPoint() {
|
|
const lat = 41.3 + Math.random() * (43.0 - 41.3);
|
|
const lon = 8.5 + Math.random() * (9.6 - 8.5);
|
|
classifyPoint(lat, lon);
|
|
map.setView([lat, lon], 10);
|
|
}
|
|
|
|
// Réinitialiser
|
|
function resetClassification() {
|
|
if (testMarker) map.removeLayer(testMarker);
|
|
neighborMarkers.forEach(m => map.removeLayer(m));
|
|
neighborLines.forEach(l => map.removeLayer(l));
|
|
neighborMarkers = [];
|
|
neighborLines = [];
|
|
testMarker = null;
|
|
|
|
document.getElementById('prediction').textContent = 'Cliquez sur la carte';
|
|
document.getElementById('prediction').className = 'prediction no-result';
|
|
document.getElementById('coords').textContent = '';
|
|
document.getElementById('votesContainer').style.display = 'none';
|
|
|
|
map.setView([42.15, 9.05], 9);
|
|
}
|
|
|
|
// Gestionnaire du slider k
|
|
document.getElementById('kSlider').addEventListener('input', function(e) {
|
|
currentK = parseInt(e.target.value);
|
|
document.getElementById('kValue').textContent = currentK;
|
|
|
|
// Reclassifier si un point existe
|
|
if (testMarker) {
|
|
const latlng = testMarker.getLatLng();
|
|
classifyPoint(latlng.lat, latlng.lng);
|
|
}
|
|
});
|
|
|
|
// Initialisation
|
|
initMap();
|
|
</script>
|
|
</body>
|
|
</html> |