Cause Category Fall Spring Summer Winter
equipment failure 389.500000 4959.764706 292.809524 712.800000
fuel supply emergency 793.666667 16503.285714 7626.166667 18935.937500
intentional attack 334.772727 782.256881 331.757143 490.781609
islanding 69.000000 88.444444 231.882353 385.000000
public appeal 244.000000 2152.285714 1187.625000 2592.636364
severe weather 5646.116883 3287.683333 3214.765343 3869.321053
system operability disruption 371.466667 529.885714 1152.093023 592.333333