All demo datasets

Electric — Address-only extract

Lakeside Electric — billing export (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
Gini coefficient
0.836
across 400 accounts
Coefficient of variation
6.721
std ÷ mean
Median use / account
23152
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 11629
25th percentile16452
Median (50th)23152
75th percentile38636
90th percentile 119430
Gini (1912); Lorenz (1905); coefficient of variation & Tukey's IQR outlier rule (standard statistics).