AI Pollution Prediction

Analyze historical data and predict future pollution trends with machine learning

📊 Load Dataset

Upload Custom CSV

🗺️ Pollution Hotspots by Location

🤖 Train AI Model

Target Variable

Prediction Window

🔮 Make Predictions

Select Location

Select Date

🎯 Detailed Prediction Analytics

Predicted Value

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Confidence

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AQI Category

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Risk Level

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📈 7-Day Forecast Timeline

🔄 Historical vs Predicted

📊 Probability Distribution

⏰ Hourly Pattern Forecast

🧪 Multi-Pollutant Impact

⚠️ Health Risk Assessment

📉 Weekly Trend Analysis

💡 AI Recommendations