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Day-Ahead Cleared Demand

Hourly day-ahead cleared MISO demand by sub-region, separated into fixed, price-sensitive, and virtual demand.

Load dataMISO market
Query with the agent
Native record
event_time x region
hourly (Day-Ahead) publication cadence
Evidence
Cleared day-ahead market
A market outcome, not a physical observation
Time basis
Point-in-time records
UTC · event_time

Overview

Virtual demand is a financial market position and must not be reported as physical electricity consumption.

Query contract

Preserve one canonical row per (event_time, region) before aggregating.

Analysis rules

  • Group only after preserving the declared grain: event_time, region.

Access

Query from your own tools

Use the guarded HTTP endpoint directly, or connect an MCP client and load the dataset contract with describe_data before calling query_data.

MISO MCP API reference
HTTP endpoint
POST /api/v1/datasets/miso_demand_cleared_day_ahead/query

Schema8

Column
Type
event_timeDateTime64(6, 'UTC')
regionLowCardinality(String)
fixed_mwNullable(Float64)
price_sensitive_mwNullable(Float64)
virtual_mwNullable(Float64)
datetime_localNullable(String)
market_dateNullable(Date32)
ingested_atDateTime64(6, 'UTC')

Sample data

event_timeregionfixed_mwprice_sensitive_mwvirtual_mwdatetime_localmarket_dateingested_at
2026-09-28 04:00:00.000000SOUTH21235.3002026-09-27T23:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 04:00:00.000000NO_REGION0011984.72026-09-27T23:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 04:00:00.000000NORTH14642371.602026-09-27T23:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 04:00:00.000000CENTRAL28847.1468.902026-09-27T23:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 04:00:00.000000SOUTH21235.3002026-09-27T23:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 04:00:00.000000NO_REGION0011984.72026-09-27T23:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 04:00:00.000000NORTH14642371.602026-09-27T23:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 04:00:00.000000CENTRAL28847.1468.902026-09-27T23:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 03:00:00.000000SOUTH22560.9002026-09-27T22:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 03:00:00.000000NO_REGION0012213.72026-09-27T22:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 03:00:00.000000NORTH15428.9378.602026-09-27T22:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 03:00:00.000000CENTRAL30196.6467.602026-09-27T22:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 03:00:00.000000SOUTH22560.9002026-09-27T22:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 03:00:00.000000NO_REGION0012213.72026-09-27T22:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 03:00:00.000000NORTH15428.9378.602026-09-27T22:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 03:00:00.000000CENTRAL30196.6467.602026-09-27T22:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 02:00:00.000000SOUTH23907.5002026-09-27T21:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 02:00:00.000000NO_REGION0012036.52026-09-27T21:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 02:00:00.000000NORTH16229.7386.102026-09-27T21:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 02:00:00.000000CENTRAL31903.1462.202026-09-27T21:00:002026-09-272026-09-27 18:27:00.067454
2026-09-28 02:00:00.000000SOUTH23907.5002026-09-27T21:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 02:00:00.000000NO_REGION0012036.52026-09-27T21:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 02:00:00.000000NORTH16229.7386.102026-09-27T21:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 02:00:00.000000CENTRAL31903.1462.202026-09-27T21:00:002026-09-272026-09-27 12:26:58.198785
2026-09-28 01:00:00.000000SOUTH25136.5002026-09-27T20:00:002026-09-272026-09-27 18:27:00.067454

Coverage

90.4% complete202 gap days1,895 days with data
Show coverage history
Coverage: 90.4%Days with data: 1,895Gaps: 202
2026
2025
2024
2023
2022
2021
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