Datasets
Model-ready time series datasets: cleaned, joined, and feature-engineered so you can start forecasting in minutes.
ERCOT Hourly Demand + Population-Weighted Weather
- rows
- 96,537
- 2015–2026
- 11 yrs
- columns
- 27
- baseline MAPE
- 4.66%
Grid demand joined to population-weighted ERA5 weather, UTC-aligned across every daylight-saving transition. Every imputed value is flagged in the data, not buried in a footnote. A LightGBM baseline reaches 4.66% MAPE against an 8.80% seasonal-naive benchmark.
CAISO, PJM, MISO, and NYISO are next, built on the same schema.