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Overview

ISO-NE's published AMS source feed. This catalog page exposes the physical schema, coverage, and latest source rows without inventing a normalized grain for publisher-shaped snapshot fields. Use the documented key and event time when comparing revisions or vintages.

Schema3

Column
Type
event_timeDateTime64(6, 'UTC')
ams_weekNullable(String)
ingested_atDateTime64(6, 'UTC')

Sample rows

event_timeams_weekingested_at
2026-08-13 07:00:25.348404[{"week_begin_date": "2026-08-29T00:00:00.000-04:00", "supply_resource_capacity_mw": 26744.0, "demand_resource_capacity_mw": 320.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 15.0, "planned_outage_mw": 448.0, "unplanned_outage_allowance_mw": 2100.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 24940.0, "peak_load_forecast_mw": 25228.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 27290.0, "operable_capacity_margin_mw": -2350.0, "opcap_analysis_season_label": "Summer 2026", "season_minimum_opcap_margin_flag": "Y"}, {"week_begin_date": "2026-09-05T00:00:00.000-04:00", "supply_resource_capacity_mw": 26821.0, "demand_resource_capacity_mw": 339.0, "external_node_capacity_mw": 359.0, "non_commercial_capacity_mw": 11.0, "planned_outage_mw": 395.0, "unplanned_outage_allowance_mw": 2100.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 25035.0, "peak_load_forecast_mw": 25228.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 27290.0, "operable_capacity_margin_mw": -2255.0, "opcap_analysis_season_label": "Summer 2026", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-09-12T00:00:00.000-04:00", "supply_resource_capacity_mw": 26821.0, "demand_resource_capacity_mw": 339.0, "external_node_capacity_mw": 359.0, "non_commercial_capacity_mw": 11.0, "planned_outage_mw": 460.0, "unplanned_outage_allowance_mw": 2100.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 24970.0, "peak_load_forecast_mw": 25228.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 27290.0, "operable_capacity_margin_mw": -2320.0, "opcap_analysis_season_label": "Summer 2026", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-09-19T00:00:00.000-04:00", "supply_resource_capacity_mw": 26821.0, "demand_resource_capacity_mw": 339.0, "external_node_capacity_mw": 359.0, "non_commercial_capacity_mw": 11.0, "planned_outage_mw": 1368.0, "unplanned_outage_allowance_mw": 2100.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 24062.0, "peak_load_forecast_mw": 21613.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 23675.0, "operable_capacity_margin_mw": 387.0, "opcap_analysis_season_label": "Fall 2026", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-09-26T00:00:00.000-04:00", "supply_resource_capacity_mw": 27215.0, "demand_resource_capacity_mw": 349.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 2694.0, "unplanned_outage_allowance_mw": 2800.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 22577.0, "peak_load_forecast_mw": 21529.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 23591.0, "operable_capacity_margin_mw": -1014.0, "opcap_analysis_season_label": "Fall 2026", "season_minimum_opcap_margin_flag": "Y"}, {"week_begin_date": "2026-10-03T00:00:00.000-04:00", "supply_resource_capacity_mw": 27215.0, "demand_resource_capacity_mw": 349.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 6931.0, "unplanned_outage_allowance_mw": 2800.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 18340.0, "peak_load_forecast_mw": 16106.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 18168.0, "operable_capacity_margin_mw": 172.0, "opcap_analysis_season_label": "Fall 2026", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-10-10T00:00:00.000-04:00", "supply_resource_capacity_mw": 27215.0, "demand_resource_capacity_mw": 349.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 6755.0, "unplanned_outage_allowance_mw": 2800.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 18516.0, "peak_load_forecast_mw": 16138.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 18200.0, "operable_capacity_margin_mw": 316.0, "opcap_analysis_season_label": "Fall 2026", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-10-17T00:00:00.000-04:00", "supply_resource_capacity_mw": 27215.0, "demand_resource_capacity_mw": 349.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 5923.0, "unplanned_outage_allowance_mw": 2800.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 19348.0, "peak_load_forecast_mw": 16991.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 19053.0, "operable_capacity_margin_mw": 295.0, "opcap_analysis_season_label": "Fall 2026", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-10-24T00:00:00.000-04:00", "supply_resource_capacity_mw": 27215.0, "demand_resource_capacity_mw": 349.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 5678.0, "unplanned_outage_allowance_mw": 2800.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 19593.0, "peak_load_forecast_mw": 17326.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 19388.0, "operable_capacity_margin_mw": 205.0, "opcap_analysis_season_label": "Fall 2026", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-10-31T00:00:00.000-04:00", "supply_resource_capacity_mw": 27215.0, "demand_resource_capacity_mw": 349.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 3984.0, "unplanned_outage_allowance_mw": 3600.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 20487.0, "peak_load_forecast_mw": 17517.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 19579.0, "operable_capacity_margin_mw": 908.0, "opcap_analysis_season_label": "Fall 2026", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-11-07T00:00:00.000-05:00", "supply_resource_capacity_mw": 27215.0, "demand_resource_capacity_mw": 349.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 4577.0, "unplanned_outage_allowance_mw": 3600.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 19894.0, "peak_load_forecast_mw": 17623.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 19685.0, "operable_capacity_margin_mw": 209.0, "opcap_analysis_season_label": "Fall 2026", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-11-14T00:00:00.000-05:00", "supply_resource_capacity_mw": 27215.0, "demand_resource_capacity_mw": 349.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 3808.0, "unplanned_outage_allowance_mw": 3600.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 20663.0, "peak_load_forecast_mw": 17941.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 20003.0, "operable_capacity_margin_mw": 660.0, "opcap_analysis_season_label": "Fall 2026", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-11-21T00:00:00.000-05:00", "supply_resource_capacity_mw": 27215.0, "demand_resource_capacity_mw": 349.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 856.0, "unplanned_outage_allowance_mw": 3600.0, "generation_at_risk_due_to_gas_supply_mw": 613.0, "net_available_capacity_mw": 23002.0, "peak_load_forecast_mw": 18621.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 20683.0, "operable_capacity_margin_mw": 2319.0, "opcap_analysis_season_label": "Fall 2026", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-11-28T00:00:00.000-05:00", "supply_resource_capacity_mw": 27215.0, "demand_resource_capacity_mw": 349.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 79.0, "unplanned_outage_allowance_mw": 3600.0, "generation_at_risk_due_to_gas_supply_mw": 1662.0, "net_available_capacity_mw": 22730.0, "peak_load_forecast_mw": 19285.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 21347.0, "operable_capacity_margin_mw": 1383.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-12-05T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 891.0, "unplanned_outage_allowance_mw": 3200.0, "generation_at_risk_due_to_gas_supply_mw": 982.0, "net_available_capacity_mw": 23213.0, "peak_load_forecast_mw": 19469.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 21531.0, "operable_capacity_margin_mw": 1682.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-12-12T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 20.0, "unplanned_outage_allowance_mw": 3200.0, "generation_at_risk_due_to_gas_supply_mw": 2368.0, "net_available_capacity_mw": 22698.0, "peak_load_forecast_mw": 19735.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 21797.0, "operable_capacity_margin_mw": 901.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-12-19T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 1.0, "unplanned_outage_allowance_mw": 3200.0, "generation_at_risk_due_to_gas_supply_mw": 2745.0, "net_available_capacity_mw": 22340.0, "peak_load_forecast_mw": 19746.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 21808.0, "operable_capacity_margin_mw": 532.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2026-12-26T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 1.0, "unplanned_outage_allowance_mw": 3200.0, "generation_at_risk_due_to_gas_supply_mw": 3134.0, "net_available_capacity_mw": 21951.0, "peak_load_forecast_mw": 19803.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 21865.0, "operable_capacity_margin_mw": 86.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2027-01-02T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 1.0, "unplanned_outage_allowance_mw": 2800.0, "generation_at_risk_due_to_gas_supply_mw": 3733.0, "net_available_capacity_mw": 21752.0, "peak_load_forecast_mw": 20055.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 22117.0, "operable_capacity_margin_mw": -365.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2027-01-09T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 1.0, "unplanned_outage_allowance_mw": 2800.0, "generation_at_risk_due_to_gas_supply_mw": 3728.0, "net_available_capacity_mw": 21757.0, "peak_load_forecast_mw": 20483.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 22545.0, "operable_capacity_margin_mw": -788.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "Y"}, {"week_begin_date": "2027-01-16T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 3.0, "unplanned_outage_allowance_mw": 2800.0, "generation_at_risk_due_to_gas_supply_mw": 3583.0, "net_available_capacity_mw": 21900.0, "peak_load_forecast_mw": 20483.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 22545.0, "operable_capacity_margin_mw": -645.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2027-01-23T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 3.0, "unplanned_outage_allowance_mw": 2800.0, "generation_at_risk_due_to_gas_supply_mw": 3134.0, "net_available_capacity_mw": 22349.0, "peak_load_forecast_mw": 20483.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 22545.0, "operable_capacity_margin_mw": -196.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2027-01-30T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 12.0, "unplanned_outage_allowance_mw": 3100.0, "generation_at_risk_due_to_gas_supply_mw": 2835.0, "net_available_capacity_mw": 22339.0, "peak_load_forecast_mw": 20278.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 22340.0, "operable_capacity_margin_mw": -1.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2027-02-06T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 1.0, "unplanned_outage_allowance_mw": 3100.0, "generation_at_risk_due_to_gas_supply_mw": 2536.0, "net_available_capacity_mw": 22649.0, "peak_load_forecast_mw": 20032.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 22094.0, "operable_capacity_margin_mw": 555.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2027-02-13T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 43.0, "unplanned_outage_allowance_mw": 3100.0, "generation_at_risk_due_to_gas_supply_mw": 2237.0, "net_available_capacity_mw": 22906.0, "peak_load_forecast_mw": 20006.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 22068.0, "operable_capacity_margin_mw": 838.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2027-02-20T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 32.0, "unplanned_outage_allowance_mw": 3100.0, "generation_at_risk_due_to_gas_supply_mw": 1788.0, "net_available_capacity_mw": 23366.0, "peak_load_forecast_mw": 19764.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 21826.0, "operable_capacity_margin_mw": 1540.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2027-02-27T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 681.0, "unplanned_outage_allowance_mw": 2200.0, "generation_at_risk_due_to_gas_supply_mw": 1059.0, "net_available_capacity_mw": 24346.0, "peak_load_forecast_mw": 18854.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 20916.0, "operable_capacity_margin_mw": 3430.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2027-03-06T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 1339.0, "unplanned_outage_allowance_mw": 2200.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 24747.0, "peak_load_forecast_mw": 18533.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 20595.0, "operable_capacity_margin_mw": 4152.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2027-03-13T00:00:00.000-05:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 1527.0, "unplanned_outage_allowance_mw": 2200.0, "generation_at_risk_due_to_gas_supply_mw": 0.0, "net_available_capacity_mw": 24559.0, "peak_load_forecast_mw": 18353.0, "operating_reserve_requirement_mw": 2062.0, "net_required_capacity_mw": 20415.0, "operable_capacity_margin_mw": 4144.0, "opcap_analysis_season_label": "Winter 2026/2027", "season_minimum_opcap_margin_flag": "N"}, {"week_begin_date": "2027-03-20T00:00:00.000-04:00", "supply_resource_capacity_mw": 27431.0, "demand_resource_capacity_mw": 348.0, "external_node_capacity_mw": 409.0, "non_commercial_capacity_mw": 98.0, "planned_outage_mw": 1860.0, 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"operable_capacity_margin_mw": -1825.0, "opcap_analysis_season_label": "Summer 2028", "season_minimum_opcap_margin_flag": "N"}]2026-07-20 07:00:25.371832

Coverage

98.8% complete1 gap days83 days with data
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Coverage: 98.8%Days with data: 83Gaps: 1
2026
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