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Locational Marginal Prices by Settlement Location

Locational marginal prices for SPP settlement locations, carrying total LMP and its marginal energy (mec), congestion (mcc), and loss (mlc) components.

Native record
event_time x market_run x location_id
5-minute (RTBM) and hourly (Day-Ahead) publication cadence
Evidence
Observed market data
Published observations from the named source
Time basis
Point-in-time records
UTC · event_time

Overview

Covers both the five-minute real-time balancing market and the hourly day-ahead market, distinguished by market_run ('rt_5min' and 'da_hourly'). Around 1,600 settlement locations report on the live feed. Note that location_name and location_type are published empty on this feed, so a location cannot be classified as hub, generator, or interface from this table alone. SPP's two market trading hubs are SPPNORTH_HUB and SPPSOUTH_HUB; other identifiers containing 'HUB' are participant settlement aggregates, not market hubs.

Query contract

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

Analysis rules

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

Schema10

Column
Type
event_timeDateTime64(6, 'UTC')
market_runLowCardinality(String)
location_idLowCardinality(String)
location_nameNullable(String)
pnode_idNullable(String)
lmpNullable(Float64)
mlcNullable(Float64)
mccNullable(Float64)
mecNullable(Float64)
ingested_atDateTime64(6, 'UTC')

Sample data

event_timemarket_runlocation_idlocation_namepnode_idlmpmlcmccmecingested_at
2026-09-22 04:00:00.000000da_hourlyYADVACS25.81760.05750.936624.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWWAWWA29.05370.4071-0.003228.64982026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_WRWR_LA22.8543-0.9536-1.015524.82342026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_SEGWR_SEG_LA24.54650.2845-0.561524.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_MW_KPP_NITSWR_MW_KPP_NITS_LA22.6663-0.3257-1.831524.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_MOPEP_MPSWR_MOPEP_MPS_LA23.1196-0.9784-0.725524.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_MOPEP_KCPLWR_MOPEP_KCPL_LA24.809-0.11670.102224.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_MIDWWR_MIDW_LA22.1805-0.5832-2.059824.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_WINFLDSTWRCWINFUNKPP_WINFLDST_RA23.6346-0.3396-0.849324.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_WINFLDGTWRCWINFUNKPP_WINFLDGT_RA23.6346-0.3396-0.849324.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_WELLTNSTWRCWELLUNKPP_WELLTNST_RA24.52030.5323-0.835524.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_WELLTNGTWRCWELLUNKPP_WELLTNGT_RA24.52030.5323-0.835524.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_CCPUCIC8WRCLAYUNKPP_CCPUCIC8_RA21.9799-1.6357-1.207924.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_CCPUCIC5WRCLAYUNKPP_CCPUCIC5_RA21.9799-1.6357-1.207924.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_CCPUCIC4WRCLAYUNKPP_CCPUCIC4_RA21.9799-1.6357-1.207924.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_CCPUCIC3WRCLAYUNKPP_CCPUCIC3_RA21.9799-1.6357-1.207924.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_CCPUCIC2WRCLAYUNKPP_CCPUCIC2_RA21.9799-1.6357-1.207924.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_CCPUCIC1WRCLAYUNKPP_CCPUCIC1_RA21.9799-1.6357-1.207924.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_AUGICN4WRCAUGUUNKPP_AUGICN4_RA23.4512-0.4705-0.901724.82342026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_AUGICN3WRCAUGUUNKPP_AUGICN3_RA23.4512-0.4705-0.901724.82342026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_AUGICN2WRCAUGUUNKPP_AUGICN2_RA23.4512-0.4705-0.901724.82342026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KP_AUGICN1WRCAUGUUNKPP_AUGICN1_RA23.4512-0.4705-0.901724.82342026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KPP_SESCWRSALMUNKPP_SESC_MSR_RA22.4014-1.0964-1.325724.82352026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_KPP_NITSWR_KPP_NITS_LA23.0042-0.6981-1.121124.82342026-09-20 23:46:13.658833
2026-09-22 04:00:00.000000da_hourlyWR_FLATRIDGESOUTHWRVIOLA7UNFLATRDG2_STH_RA23.163-0.7244-0.936124.82352026-09-20 23:46:13.658833

Coverage

Showing the last 3,026 days of a 4,589-day history (Mar 1, 2014 → Sep 22, 2026). This dataset holds 1.52B rows — too many to count day by day on every visit — so the calendar and the figures below cover the window from Jun 11, 2018.

100.0% complete0 gap days3,026 days with data
Show coverage history
Coverage: 100.0%Days with data: 3,026Gaps: 0
2026
2025
2024
2023
2022
2021
2020
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2018
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