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Borrowings - Summary of Balances for Securities Sold Under Agreements to Repurchase (Details) - Mortgage Backed Securities - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Assets Sold under Agreements to Repurchase [Line Items]    
Balance at year end $ 15,081 $ 14,293
Average daily balance during the year $ 16,128 $ 16,326
Average interest rate during the year 0.28% 0.17%
Maximum month-end balance during the year $ 19,651 $ 19,432
Weighted average interest rate at year-end 0.74% 0.16%