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Published DC-Tie Flow and Shadow Price

SPP-published MW flow and constraint shadow price by DC-tie name and direction for the real-time balancing market and day-ahead market.

Native record
event_time x market_run x dc_tie_name x direction
Daily publication (RTBM T+1 and Day-Ahead) publication cadence
Evidence
Observed market data
Published observations from the named source
Time basis
Point-in-time records
UTC · event_time

Overview

RTBM is a T+1 day archive, not a live five-minute stream; market_run distinguishes rt_5min from da_hourly. SHADOW PRICE is the marginal congestion cost of the flow constraint, not a settlement LMP. STEGALL and MILES_CITY each map to two physical settlement locations, so the source name is not a unique geographic join key.

Query contract

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

Analysis rules

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

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.

HTTP endpoint
POST /api/v1/datasets/spp_dc_tie_flow/query

Need the full history of this dataset in Snowflake, Databricks or your own storage? Data services delivers it on a schedule.

Schema10

Column
Type
event_timeDateTime64(6, 'UTC')
market_runLowCardinality(String)
dc_tie_nameLowCardinality(String)
directionLowCardinality(String)
mwNullable(Float64)
shadow_priceNullable(Float64)
delivery_dateNullable(String)
published_atNullable(DateTime64(6, 'UTC'))
source_urlNullable(String)
ingested_atDateTime64(6, 'UTC')

Sample data

event_timemarket_rundc_tie_namedirectionmwshadow_pricedelivery_datepublished_atsource_urlingested_at
2026-10-20 04:00:00.000000da_hourlySTEGALLWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 04:00:00.000000da_hourlySTEGALLEW0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 04:00:00.000000da_hourlyMILES_CITYWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 04:00:00.000000da_hourlyMILES_CITYEW197.476-14.69820261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 03:00:00.000000da_hourlySTEGALLWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 03:00:00.000000da_hourlySTEGALLEW0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 03:00:00.000000da_hourlyMILES_CITYWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 03:00:00.000000da_hourlyMILES_CITYEW197.476-12.95220261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 02:00:00.000000da_hourlySTEGALLWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 02:00:00.000000da_hourlySTEGALLEW0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 02:00:00.000000da_hourlyMILES_CITYWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 02:00:00.000000da_hourlyMILES_CITYEW197.476-25.34620261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 01:00:00.000000da_hourlySTEGALLWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 01:00:00.000000da_hourlySTEGALLEW0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 01:00:00.000000da_hourlyMILES_CITYWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 01:00:00.000000da_hourlyMILES_CITYEW172.033020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 00:00:00.000000da_hourlySTEGALLWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 00:00:00.000000da_hourlySTEGALLEW0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 00:00:00.000000da_hourlyMILES_CITYWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-20 00:00:00.000000da_hourlyMILES_CITYEW196.653-12.07420261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-19 23:00:00.000000da_hourlySTEGALLWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-19 23:00:00.000000da_hourlySTEGALLEW0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-19 23:00:00.000000da_hourlyMILES_CITYWE-123.181020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-19 23:00:00.000000da_hourlyMILES_CITYEW0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051
2026-10-19 22:00:00.000000da_hourlySTEGALLWE0020261019∅ftp://pubftp.spp.org/Markets/DA/DCTIE_FLOW/2026/10/DA-DC-TIEFLOW-20261019.csv2026-10-19 15:55:41.223051

Coverage

100.0% complete0 gap days203 days with data
Show coverage history
Coverage: 100.0%Days with data: 203Gaps: 0
2026
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