đ MISO Energy Analytics Dashboard
Modern analytics platform for MISO energy market data
Data Coverage Summary
Date Range
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Total Days
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Pricing Nodes
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Total Records
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Data Quality Metrics
DA Coverage
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Day-Ahead data completeness
RT Coverage
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Real-Time data completeness
Avg DA-RT Spread
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Day-Ahead minus Real-Time
Data Status
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All systems operational
Recent 30-Day Price Summaries
Day-Ahead (DA) Market Prices
| Date | Nodes | Avg Price | Min Price | Max Price | Avg Volatility |
|---|---|---|---|---|---|
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Real-Time (RT) Market Prices
| Date | Nodes | Avg Price | Min Price | Max Price | Avg Volatility |
|---|---|---|---|---|---|
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âšī¸ About This Dashboard
Overview
The MISO Energy Analytics Dashboard provides comprehensive analysis tools for MISO energy market data. This application uses DuckDB for high-performance analytics and provides a clean, responsive user interface.
Data Sources
- Day-Ahead (DA) Market: Prices determined a day ahead for the next operating day
- Real-Time (RT) Market: Actual prices determined in real-time during operations
- Pricing Nodes: Pricing nodes across the MISO footprint
Key Metrics
- LMP (Locational Marginal Price): Total price = Energy + Congestion + Loss components
- DA-RT Spread: Difference between Day-Ahead and Real-Time prices (DA - RT)
- Volatility: Standard deviation of prices, measuring price variability
- Coverage: Percentage of expected data points that are present and valid
Technology Stack
Backend: FastAPI, DuckDB, Pandas
Frontend: Vanilla HTML/CSS/JavaScript, Plotly.js, DataTables.js