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CONSOLIDATED STATEMENTS OF INCOME - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2020 | Dec. 31, 2019 | Dec. 31, 2018
Interest and dividend income |  |  |
Loans | $ 107,085 | $ 111,042 | $ 104,015
Securities and other | 19,019 | 24,349 | 23,436
Total interest and dividend income | 126,104 | 135,391 | 127,451
Interest expense |  |  |
Deposits | 18,043 | 27,034 | 19,521
Borrowings | 8,881 | 18,547 | 17,047
Total interest expense | 26,924 | 45,581 | 36,568
Net interest income | 99,180 | 89,810 | 90,883
Provision for loan losses | 5,625 | 2,317 | 2,780
Net interest income after provision for loan losses | 93,555 | 87,493 | 88,103
Non-interest income |  |  |
Trust and investment management fee income | 13,378 | 12,063 | 11,985
Customer service fees | 11,327 | 10,127 | 9,538
Gain (loss) on sales of securities, net | 5,445 | 237 | (924)
Mortgage banking income | 6,884 | 1,626 | 1,490
Bank-owned life insurance income | 2,007 | 2,053 | 1,821
Customer derivative income | 2,503 | 2,028 | 860
Other income | 1,412 | 935 | 3,165
Total non-interest income | 42,956 | 29,069 | 27,935
Non-interest expense |  |  |
Salaries and employee benefits | 48,920 | 45,000 | 40,964
Occupancy and equipment | 16,751 | 14,214 | 12,386
(Gain) loss on premises and equipment, net | (32) | 18 |
Outside services | 1,985 | 1,818 | 2,408
Professional services | 2,060 | 2,191 | 1,474
Communication | 892 | 821 | 804
Marketing | 1,385 | 1,872 | 1,743
Amortization of intangible assets | 1,024 | 861 | 828
Loss on debt extinguishment | 1,351 | 1,096 |
Acquisition, conversion and other expenses | 5,801 | 8,317 | 1,728
Other expenses | 14,723 | 13,525 | 13,204
Total non-interest expense | 94,860 | 89,733 | 75,539
Income before income taxes | 41,651 | 26,829 | 40,499
Income tax expense | 8,407 | 4,209 | 7,562
Net income | $ 33,244 | $ 22,620 | $ 32,937
Earnings per share: |  |  |
Basic (in dollars per share) | $ 2.18 | $ 1.46 | $ 2.13
Diluted (in dollars per share) | $ 2.18 | $ 1.45 | $ 2.12
Weighted average common shares outstanding: |  |  |
Basic (in shares) | 15,245,728 | 15,540,884 | 15,487,686
Diluted (in shares) | 15,271,547 | 15,586,993 | 15,564,464

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