[Feature Request] Add Pollution Prediction Page (prediction.html)

[Riya-Kharade]

💡 The Problem

EcoPulse shows current and historical data but does not provide future projections.

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🚀 Proposed Solution

Create prediction.html with:

• 📈 Line chart projection (mock forecast)
• 📅 Predict next year pollution
• 📊 Confidence level indicator
• 📍 City-based forecast selection

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🛠 Implementation

• Chart.js for forecast graph
• Vanilla JS for prediction logic (mock trend)
• Static dataset

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🎯 Impact

• Makes platform look AI-powered
• Adds futuristic appeal
• Improves research-level perception

Assign this issue to me under ECWOC'26