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Beta · Technical demoLive forecast board
We issue forecasts automatically from multiple public observation streams and score them point by point once the actuals arrive. Forecasts are never changed after they are issued. Each section below is an independent source; a source with no data is hidden.
Technical demo, not advice for any decision; see the Terms of Service.
Showing 3 of 10 sources
All sources at a glance
Each card shows one representative series per source: recent actuals with the latest SequenxAI forecast and interval. Select a card to open every series for that source. Forecasts, intervals and scores are generated by SequenxAI and are not the data providers’ data.
U.S. electricity demand (EIA-930): open all 7 series
PJM Interconnection
Recent observations: 10-20 11:00 UTC: 88,605 MWh; 10-20 12:00 UTC: 93,266 MWh; 10-20 13:00 UTC: 92,821 MWh. Next forecasts: 10-20 14:00 UTC: 90,342 MWh, 80% interval 89,426–92,258; 10-20 15:00 UTC: 89,305 MWh, 80% interval 88,067–91,599; 10-20 16:00 UTC: 88,529 MWh, 80% interval 86,808–91,447.
92,821MWh · 10-20 13:00 UTC
- MAE (only ~6 days of samples, under 7 days)
- 2,475 MWh
- 80% interval coverage (only ~6 days of samples, under 7 days)
- 69%
Data: U.S. EIA, EIA-930, public domain
Great Britain grid carbon intensity (NESO): open its series
Great Britain, national
Recent observations: 10-20 12:30 UTC: 120 gCO₂/kWh; 10-20 13:00 UTC: 115 gCO₂/kWh; 10-20 13:30 UTC: 116 gCO₂/kWh. Next forecasts: 10-20 14:00 UTC: 118 gCO₂/kWh, 80% interval 111–123; 10-20 14:30 UTC: 124 gCO₂/kWh, 80% interval 114–134; 10-20 15:00 UTC: 130 gCO₂/kWh, 80% interval 116–143.
116gCO₂/kWh · 10-20 13:30 UTC
- MAE (7 days)
- 27 gCO₂/kWh
- 80% interval coverage (7 days)
- 80%
Data: NESO Carbon Intensity API, CC BY 4.0; modified
Australian National Electricity Market regional demand (AEMO): open all 5 series
New South Wales (NSW1)
Recent observations: 10-20 13:45 UTC: 7,027 MW; 10-20 14:00 UTC: 6,947 MW; 10-20 14:15 UTC: 6,951 MW. Next forecasts: 10-20 14:15 UTC: 6,916 MW, 80% interval 6,877–6,941; 10-20 14:30 UTC: 6,885 MW, 80% interval 6,841–6,941; 10-20 14:45 UTC: 6,810 MW, 80% interval 6,762–6,865.
6,951MW · 10-20 14:15 UTC
- MAE (only ~4 days of samples, under 7 days)
- 285 MW
- 80% interval coverage (only ~4 days of samples, under 7 days)
- 83%
Data: AEMO (NEMweb DISPATCHIS), AEMO is the author; used under AEMO’s copyright permission; modified
Hourly demand of seven U.S. balancing authorities, scored once EIA publishes the actuals.
7 series · latest observation 10-20 13:00 UTC
Data: U.S. EIA, EIA-930, public domain
Half-hourly carbon intensity of the Great Britain grid (gCO₂/kWh): the national “actual” value from the National Energy System Operator (NESO) Carbon Intensity API. It is NESO's estimate from the metered generation mix, not a direct measurement.
1 series · latest observation 10-20 13:30 UTC
Data: NESO Carbon Intensity API, CC BY 4.0; modified
Dispatch demand (TOTALDEMAND, MW) in the five regions of the Australian Energy Market Operator (AEMO) National Electricity Market (NEM): New South Wales, Queensland, South Australia, Tasmania and Victoria. Demand only; no prices. TOTALDEMAND excludes rooftop solar, so midday demand can be low and in South Australia even negative.
5 series · latest observation 10-20 14:15 UTC
Data: AEMO (NEMweb DISPATCHIS), AEMO is the author; used under AEMO’s copyright permission; modified
Data sources and licences
Every source on this board, whatever the filters, with the licence its data is under. Each licence covers that source’s data only; forecasts, intervals and scores are generated by SequenxAI unless a source says otherwise. Our Terms of Service add no restriction to third-party data.
Hong Kong SAR, China data on this page comes from the departments of the Government of the Hong Kong Special Administrative Region named in each section, via DATA.GOV.HK. The Government of the HKSAR and those departments own the intellectual property rights in the data. Forecasts, intervals and scores are generated by SequenxAI and are not data published by those departments; SequenxAI is not affiliated with the Government of the HKSAR.
Provider, licence, changes and notice for each of the 10 sources
US grid demand
- Provider
- U.S. Energy Information Administration (EIA), Hourly Electric Grid Monitor (EIA-930)
- Changes
- Hourly demand per balancing authority on a UTC hourly grid; implausible values treated as missing.
- Notice
- Source: U.S. Energy Information Administration, retrieved 10-20 14:22 UTC. SequenxAI is not affiliated with or endorsed by the EIA.
Jena station
- Provider
- Max Planck Institute for Biogeochemistry, Jena, weather station WS Beutenberg
- Licence
- CC BY 4.0
- Changes
- Modified: 10-minute readings resampled to hourly means.
- Notice
- Forecasts are produced by SequenxAI, are not MPI-BGC data and are not endorsed by MPI-BGC.
US ILI
- Provider
- U.S. Centers for Disease Control and Prevention, ILINet (FluView), retrieved via Delphi Epidata (Carnegie Mellon University)
- Changes
- National weekly weighted ILI only; scored against the first release.
- Notice
- Use does not imply endorsement by CDC, HHS or the U.S. Government.
Hong Kong SAR ILI
- Provider
- Centre for Health Protection, Department of Health, the Government of the HKSAR (Flu Express), via DATA.GOV.HK
- Changes
- Two weekly ILI consultation rates only.
- Notice
- The Government of the HKSAR and the Department of Health own the intellectual property rights in the data.
Hong Kong SAR passengers
- Provider
- Immigration Department, the Government of the HKSAR (Statistics on Daily Passenger Traffic), via DATA.GOV.HK
- Changes
- Daily arrivals and departures summed over all control points.
- Notice
- The Government of the HKSAR and the Immigration Department own the intellectual property rights in the data.
Hong Kong SAR NO₂
- Provider
- Environmental Protection Department, the Government of the HKSAR (Past 24-hour pollutant concentration of individual air quality monitoring stations), via DATA.GOV.HK
- Changes
- NO₂ at three stations only; gaps filled from the DATA.GOV.HK historical archive.
- Notice
- The Government of the HKSAR and the Environmental Protection Department own the intellectual property rights in the data.
GB carbon intensity
- Provider
- National Energy System Operator (NESO), Carbon Intensity API
- Licence
- CC BY 4.0
- Changes
- Modified: national actual values stamped at the end of each half-hour.
- Notice
- Forecasts, intervals and scores are produced by SequenxAI and are not NESO data; the NESO forecast line is shown for reference only. SequenxAI is not endorsed by NESO.
Singapore transport
- Provider
- Land Transport Authority (Taxi Availability) and Housing & Development Board (Carpark Availability), via data.gov.sg
- Changes
- Modified: island-wide taxi count and free car lots summed over a fixed HDB car park panel; no locations kept.
- Notice
- Contains information from Taxi Availability and Carpark Availability accessed on 2026-10-20 (UTC) from data.gov.sg which is made available under the terms of the Singapore Open Data Licence version 1.0. Not an official release, and not endorsed by LTA, HDB or the Singapore Government. For any other use of the data, obtain a licence at data.gov.sg.
Australia electricity demand
- Provider
- Australian Energy Market Operator (AEMO), NEMweb DISPATCHIS reports and PREDISPATCHIS (pre-dispatch) reports; AEMO is the author
- Licence
- AEMO Copyright Permissions
- Changes
- Modified: TOTALDEMAND of the five regions only (INTERVENTION 0 rows), 15-minute means of 5-minute values, stamped at interval end and converted from NEM time (UTC+10) to UTC; no prices. The reference line takes the half-hourly regional TOTALDEMAND of PREDISPATCHIS (INTERVENTION 0), converted to UTC and cut to our forecast window.
- Notice
- The grey reference line is the AEMO pre-dispatch demand forecast, shown for reference only. All other forecasts, intervals and scores are produced by SequenxAI, are not AEMO material and are not endorsed by AEMO.
Hong Kong SAR journey times
- Provider
- Transport Department, the Government of the HKSAR (Journey Time Indicators (2nd Generation)), via DATA.GOV.HK
- Changes
- Five routes only, one point every 15 minutes; a display showing no number is a missing point; read from the DATA.GOV.HK historical archive. No map and no coordinates.
- Notice
- The Government of the HKSAR and the Transport Department own the intellectual property rights in the data. Forecasts are a technical demo, not issued by the Transport Department, and not travel advice.