🌦 Weather Intelligence Dashboard – Project Overview The Weather Intelligence Dashboard is an interactive, map-based web application that provides district-level weather and air-quality predictions across India. Users can select a state and district directly from a visual map, fetch real-time weather data, and view AI-driven predictions for weather conditions, storms, air quality, and safety advisories — all in a single unified interface.

Interactive Map-Based Location Selection

• The dashboard initially displays a clickable India map with state boundaries.
• When a state is clicked, the map transitions to a district-level view of that state. Clicking a district automatically:
• Selects the location
• Loads latitude, longitude, and timezone
• Prepares the system for prediction (manual or live mode)

Prediction Output Dashboard Displayed Predictions

• Weather Condition (Sunny, Cloudy, Rainy, etc.)
• Temperature & Humidity
• Storm Alert Status
• Travel Advisory (based on visibility)
• UV Safety Guidance
• Air Quality Index
• 🇺🇸 US AQI (1–6)
• 🇬🇧 UK AQI (1–10)

Visual Enhancements

• Dynamic weather icons
• Gradient AQI bars indicating severity (Good → Hazardous) Location metadata:
• Latitude
• Longitude
• Timezone All predictions update without resetting the map or inputs, ensuring a smooth user experience.

Machine Learning & Intelligence Layer Models Used:

• Weather Classification Model
• Storm Prediction Model
• US AQI Prediction Model
• UK AQI Prediction Model Features:
• Temperature, humidity, visibility, wind, pressure, UV
• Pollutants (PM2.5, PM10, NO₂, SO₂, O₃, CO)
• Encoded geographic context (state & district) Each model is trained offline and deployed via Django, ensuring fast and reliable inference.