All demo datasets

Electric — Address-only extract

Lakeside Electric — billing export (synthetic)
Guided tour Sample data · no sign-up
Aggregation Weather normalization M&V savings Benchmarking (EUI) Load & demand Seasonal & outdoor use Distribution & inequality Energy burden Map & clustering Class × time Differential privacy Data quality
Disclosure control Suppression k = 15 1 customer ≤ 15% complementary on Methods & formulas
Restore industry minimums
Gini coefficient
0.836
across 400 accounts
Coefficient of variation
6.721
std ÷ mean
Median use / account
21111
kWh/yr
High outliers
65
Tukey 1.5·IQR

Lorenz curve

Cumulative share of consumption vs. cumulative share of accounts. The further the curve bows below the equality line, the more concentrated use is.

Percentiles (kWh/yr)

10th percentile 10603
25th percentile15002
Median (50th)21111
75th percentile35230
90th percentile 108902
Gini (1912); Lorenz (1905); coefficient of variation & Tukey's IQR outlier rule (standard statistics).