All demo datasets

Water — Large Utility

Sunbelt Regional Water (synthetic)
Sample data · no sign-up
Aggregation Weather normalization Benchmarking (EUI) Load & demand Seasonal & outdoor use Distribution & inequality Map & clustering Class × time Differential privacy Data quality
Disclosure control Suppression k = 15 1 customer ≤ 15% complementary on
Restore industry minimums
Weather-sensitive
10.8%
cooling-driven
Base load / month
548053
base consumption
Degree days
2473 HDD
2158 CDD
Fit quality (R²)
0.633
over 11 months

Consumption vs. degree days, by month

energy vs. °F·days

Each point is one month: total consumption against that month's heating + cooling degree days. A steeper rise means more weather-sensitive load.

The model

E = 548053 + -565.1461·HDD + 260.8228·CDD

  • Heating slope: -565.1461 / HDD
  • Cooling slope: 260.8228 / CDD
  • Weather-normalized annual: 5741933
Method: base-65°F degree days (US EIA / NOAA); degree-day regression (ASHRAE Guideline 14; LBNL PRISM).