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Accumulated Other Comprehensive Income - Pre-tax and After-tax Changes in the Components of Other Comprehensive Income (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Other Comprehensive Income (Loss), Securities, Available-for-sale, Adjustment, before Reclassification Adjustments, after Tax [Abstract]        
Change in unrealized gain on available-for-sale debt securities, before tax $ 14,587 $ 17,054 $ 28,616 $ 32,329
Change in unrealized gain on available-for-sale debt securities, tax 3,603 4,212 7,068 7,985
Change in unrealized gain on available-for-sale debt securities, after tax 10,984 12,842 21,548 24,344
Other Comprehensive Income (Loss), Securities, Available-for-sale, Adjustment, after Tax [Abstract]        
Reclassification adjustment for realized (gain) loss on sale of available-for-sale debt securities, before tax     (4) 292
Reclassification adjustment for realized (gain) loss on sale of available-for-sale debt securities, tax     (1) 72
Reclassification adjustment for realized (gain) loss on sale of available-for-sale debt securities, after tax 0 0 3 (220)
Other Comprehensive Loss, Held-to-maturity Security, OTTI, after Tax and Adjustments [Abstract]        
Reclassification of (gain) loss on held-to-maturity securities, before tax (437) 4 (644) 7
Reclassification of (gain) loss on held-to-maturity securities, tax (108) 1 (159) 2
Reclassification of (gain) loss on held-to-maturity securities, after tax (329) 3 (485) 5
Other Comprehensive Income (Loss), Cash Flow Hedge, Gain (Loss), after Reclassification and Tax, Parent [Abstract]        
Change in unrealized loss on cash flow hedges arising during the period, before tax (1,563) (1,679) (8,442) (2,944)
Change in unrealized loss on cash flow hedges arising during the period, tax (386) (414) (2,085) (727)
Change in unrealized loss on cash flow hedges arising during the period, after tax (1,177) (1,265) (6,357) (2,217)
Other Comprehensive Income (Loss), Cash Flow Hedge, Gain (Loss), after Reclassification and Tax [Abstract]        
Reclassification of loss on cash flow hedges, before tax 311 5 474 5
Reclassification of loss on cash flow hedges, tax 77 1 117 1
Reclassification of loss on cash flow hedges, after tax (234) (4) (357) (4)
OCI, Net of Tax [Abstract]        
Total other comprehensive income, before tax 12,898 15,384 20,000 29,689
Total other comprehensive income, tax 3,186 3,800 4,940 7,333
Total other comprehensive income, after-tax $ 9,712 $ 11,584 $ 15,060 $ 22,356