feat: add weather and air quality correlation analytics - #1093
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Add a new dashboard module that computes Pearson correlations between weather variables (temperature, humidity, wind speed) and air quality metrics (AQI, PM2.5, PM10, NO₂, O₃, CO). Includes an interactive correlation matrix heatmap, scatter/dual-axis charts, per-AQI-band breakdown, and auto-generated insights with severity ratings. 🤖 Generated with Codebuff Co-Authored-By: Codebuff <noreply@codebuff.com>
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Summary
#1092
This PR adds weather and air quality correlation analytics to identify
relationships between weather conditions and major AQI pollutants.
Changes
Correlation Analysis
Added Pearson correlation calculations between:
Interactive Visualizations
Added:
AQI Band Breakdown
Added per-AQI-band correlation analysis to compare weather and pollutant
relationships across different air quality conditions.
Automated Insights
Added automatically generated insights highlighting:
Technical Implementation
The feature follows existing project conventions:
Verification