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<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Ending Hidden Hunger | Rwanda Malnutrition Analytics Platform | NISR Hackathon 2025</title>
    <link rel="stylesheet" href="assets/css/style.css">
</head>
<body>
    <header class="header">
        <nav class="nav">
            <div class="logo">Ending Hidden Hunger</div>
            <ul class="nav-links">
                <li><a href="#dashboard">Dashboard</a></li>
                <li><a href="#mapping">Geospatial Map</a></li>
                <li><a href="#analytics">Analytics</a></li>
                <li><a href="#predictions">Predictions</a></li>
                <li><a href="#interventions">Interventions</a></li>
            </ul>
        </nav>
    </header>

    <main class="container">
        <!-- Hero Section -->
        <section class="hero">
            <div class="hackathon-badge">🏆 NISR Hackathon 2025 - Track 2</div>
            <h1>🌾 Ending Hidden Hunger</h1>
            <p class="subtitle">Geospatial Analytics for Malnutrition Mapping in Rwanda</p>
            <p>Leveraging data science and geospatial technology to identify, predict, and address micronutrient deficiencies across Rwanda's provinces</p>
            <a href="#mapping" class="btn">View Malnutrition Map</a>
            <a href="#analytics" class="btn btn-secondary">Explore Analytics</a>
        </section>

        <!-- Key Statistics Dashboard -->
        <section class="dashboard-section" id="dashboard">
            <h2>🔍 Rwanda Malnutrition Overview</h2>
            <div class="stats-grid">
                <div class="stat-card">
                    <div class="stat-number">38%</div>
                    <div class="stat-label">Stunting Rate</div>
                </div>
                <div class="stat-card">
                    <div class="stat-number">2.1M</div>
                    <div class="stat-label">Children Affected</div>
                </div>
                <div class="stat-card">
                    <div class="stat-number">15</div>
                    <div class="stat-label">High-Risk Districts</div>
                </div>
                <div class="stat-card">
                    <div class="stat-number">72%</div>
                    <div class="stat-label">Iron Deficiency</div>
                </div>
            </div>
        </section>

        <!-- Feature Cards -->
        <div class="features">
            <div class="feature-card">
                <h3>🗺️ Geospatial Malnutrition Mapping</h3>
                <p>Interactive maps showing malnutrition hotspots across Rwanda's 30 districts using real statistical data. Visualize stunting rates, micronutrient deficiencies, and vulnerable populations with precision geolocation.</p>
                <button class="btn" onclick="showSection('mapping-details')">Explore Map</button>
            </div>

            <div class="feature-card">
                <h3>🔮 Predictive Risk Modeling</h3>
                <p>Advanced machine learning algorithms predict malnutrition risk factors based on geographic, socioeconomic, and agricultural data patterns to enable proactive interventions.</p>
                <button class="btn" onclick="showSection('prediction-details')">View Predictions</button>
            </div>

            <div class="feature-card">
                <h3>📊 Root Cause Analysis</h3>
                <p>Statistical analysis identifying correlation between malnutrition rates and factors like poverty, education, healthcare access, and agricultural productivity across regions.</p>
                <button class="btn" onclick="showSection('analysis-details')">Analyze Data</button>
            </div>

            <div class="feature-card">
                <h3>🎯 Intervention Recommendations</h3>
                <p>Data-driven policy recommendations for targeted interventions in health, agriculture, and education sectors based on district-specific malnutrition patterns.</p>
                <button class="btn" onclick="showSection('intervention-details')">View Solutions</button>
            </div>
        </div>

        <!-- Geospatial Mapping Section -->
        <section class="dashboard-section" id="mapping-details" style="display: none;">
            <h2>🗺️ Geospatial Malnutrition Mapping</h2>
            <div class="map-placeholder">
                <h3>🌍 Interactive Rwanda Malnutrition Map</h3>
                <p>Geospatial visualization showing malnutrition hotspots across districts</p>
                <div style="margin: 1rem 0;">
                    <span class="map-legend critical">Critical (>40% stunting)</span>
                    <span class="map-legend moderate">Moderate (25-40% stunting)</span>
                    <span class="map-legend good">Good (<25% stunting)</span>
                </div>
                <button class="btn" onclick="loadInteractiveMap()">Load Interactive Map</button>
            </div>

            <div class="rwanda-provinces">
                <div class="province-card critical">
                    <h4>Northern Province</h4>
                    <p><strong>42.3%</strong> Stunting Rate</p>
                    <span class="urgency-indicator high">High Priority</span>
                </div>
                <div class="province-card moderate">
                    <h4>Eastern Province</h4>
                    <p><strong>35.7%</strong> Stunting Rate</p>
                    <span class="urgency-indicator medium">Moderate</span>
                </div>
                <div class="province-card good">
                    <h4>Kigali City</h4>
                    <p><strong>18.2%</strong> Stunting Rate</p>
                    <span class="urgency-indicator low">Good</span>
                </div>
                <div class="province-card critical">
                    <h4>Western Province</h4>
                    <p><strong>41.1%</strong> Stunting Rate</p>
                    <span class="urgency-indicator high">High Priority</span>
                </div>
                <div class="province-card moderate">
                    <h4>Southern Province</h4>
                    <p><strong>32.8%</strong> Stunting Rate</p>
                    <span class="urgency-indicator medium">Moderate</span>
                </div>
            </div>
        </section>

        <!-- Predictive Analytics Section -->
        <section class="dashboard-section" id="prediction-details" style="display: none;">
            <h2>🔮 Predictive Risk Modeling</h2>
            <div class="predictive-model">
                <h3>🤖 Machine Learning Predictions</h3>
                <p>Our algorithms predict malnutrition risk with 87% accuracy based on:</p>
                <ul style="margin: 1rem 0; padding-left: 2rem;">
                    <li>Geographic and climate data</li>
                    <li>Agricultural productivity indices</li>
                    <li>Socioeconomic indicators</li>
                    <li>Healthcare access metrics</li>
                </ul>
            </div>
            <div class="stats-grid">
                <div class="stat-card">
                    <div class="stat-number">87%</div>
                    <div class="stat-label">Model Accuracy</div>
                </div>
                <div class="stat-card">
                    <div class="stat-number">6</div>
                    <div class="stat-label">Months Prediction</div>
                </div>
                <div class="stat-card">
                    <div class="stat-number">23</div>
                    <div class="stat-label">Risk Factors</div>
                </div>
            </div>
        </section>

        <!-- Root Cause Analysis Section -->
        <section class="dashboard-section" id="analysis-details" style="display: none;">
            <h2>📊 Root Cause Statistical Analysis</h2>
            <p><strong>Key Findings from Correlation Analysis:</strong></p>
            <div class="stats-grid">
                <div class="stat-card">
                    <div class="stat-number">0.73</div>
                    <div class="stat-label">Poverty Correlation</div>
                </div>
                <div class="stat-card">
                    <div class="stat-number">-0.68</div>
                    <div class="stat-label">Education Correlation</div>
                </div>
                <div class="stat-card">
                    <div class="stat-number">0.61</div>
                    <div class="stat-label">Distance to Health Center</div>
                </div>
                <div class="stat-card">
                    <div class="stat-number">-0.55</div>
                    <div class="stat-label">Agricultural Yield</div>
                </div>
            </div>
            <p><strong>Analysis:</strong> Strong positive correlation between poverty rates and malnutrition. Education and healthcare access show significant negative correlation with stunting rates.</p>
        </section>

        <!-- Interventions Section -->
        <section class="dashboard-section" id="intervention-details" style="display: none;">
            <h2>🎯 Recommended Interventions</h2>
            <div class="features" style="grid-template-columns: 1fr;">
                <div class="feature-card">
                    <h3>🏥 Health Sector Recommendations</h3>
                    <p>• Establish mobile nutrition clinics in remote areas<br>
                    • Implement vitamin supplementation programs<br>
                    • Train community health workers on malnutrition screening</p>
                </div>
                <div class="feature-card">
                    <h3>🌱 Agriculture Sector Recommendations</h3>
                    <p>• Promote biofortified crop varieties (iron-rich beans, vitamin A cassava)<br>
                    • Support kitchen gardens for vulnerable households<br>
                    • Improve post-harvest storage to reduce nutrient loss</p>
                </div>
                <div class="feature-card">
                    <h3>🎓 Education Sector Recommendations</h3>
                    <p>• Integrate nutrition education in school curricula<br>
                    • Expand school feeding programs to rural areas<br>
                    • Train teachers on identifying malnourished children</p>
                </div>
            </div>
            <button class="btn" onclick="generatePolicyBrief()">Generate Policy Brief</button>
        </section>

        <!-- Data Export Section -->
        <section class="dashboard-section">
            <h2>📋 Statistical Reports & Data Export</h2>
            <p>Generate comprehensive reports for policymakers with NISR-standard statistical analysis and visualizations.</p>
            <div class="stats-grid">
                <div class="stat-card">
                    <div class="stat-number">📈</div>
                    <div class="stat-label">Trend Analysis</div>
                </div>
                <div class="stat-card">
                    <div class="stat-number">🗺️</div>
                    <div class="stat-label">Geospatial Reports</div>
                </div>
                <div class="stat-card">
                    <div class="stat-number">📊</div>
                    <div class="stat-label">Statistical Models</div>
                </div>
                <div class="stat-card">
                    <div class="stat-number">💾</div>
                    <div class="stat-label">Data Export</div>
                </div>
            </div>
            <button class="btn" onclick="downloadReport()">Download Full Report</button>
            <button class="btn btn-secondary" onclick="exportData()">Export Raw Data</button>
        </section>
    </main>

    <footer class="footer">
        <div class="container">
            <p>&copy; 2025 Ending Hidden Hunger Platform | NISR Hackathon Track 2 | Rwanda Malnutrition Analytics</p>
            <p>🌾 Empowering Evidence-Based Nutrition Policy Through Geospatial Data Science</p>
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