• We studied how city electricity use is influenced by weather and COVID-19 pandemic. Seven data-driven models were applied evaluated for data of three cities. Gradient boosting tree model delivers the most accurate prediction with CVRMSE 4%?6%. 1 °C increase ambient temperature drives up cities usage around 5%. curtailment reduced city-scale 2%?12%. Accurate demand forecasts that account impac...