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CONSOLIDATED STATEMENTS OF INCOME - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2020 | Dec. 31, 2019 | Dec. 31, 2018
Intangible assets amortization | $ 11,126 | $ 9,671 | $ 7,359
Interest income |  |  |
Loans and leases, including fees | 431,657 | 499,009 | 447,187
Investment securities |  |  |
Taxable | 73,789 | 90,168 | 79,076
Tax-exempt | 19,242 | 17,596 | 13,428
Total interest on investment securities | 93,031 | 107,764 | 92,504
Other earning assets | 275 | 805 | 691
Total interest income | 524,963 | 607,578 | 540,382
Interest expense |  |  |
Deposits | 41,922 | 79,032 | 56,962
Short-term borrowings | 6,442 | 25,235 | 18,033
Long-term borrowings | 20,088 | 19,057 | 16,152
Total interest expense | 68,452 | 123,324 | 91,147
Net interest income | 456,511 | 484,254 | 449,235
Provision for loan and lease losses | 70,796 | 30,598 | 14,586
Provision for Other Credit Losses | (237) | (165) | 273
Net interest income after provision for credit losses | 385,952 | 453,821 | 434,376
Noninterest income |  |  |
Service charges on deposit accounts | 29,446 | 37,939 | 35,108
Investment Banking, Advisory, Brokerage, and Underwriting Fees and Commissions | 16,531 | 15,644 | 15,082
Bankcard income | 11,726 | 18,804 | 20,245
Client derivative fees | 10,313 | 15,662 | 7,682
Foreign exchange income | 39,377 | 7,739 | 0
Net gain from sales of loans | 51,176 | 14,851 | 6,071
Net gain (loss) on sales/transfers of investment securities | 4,563 | (406) | (161)
Equity Securities, FV-NI, Unrealized Gain (Loss) | 9,045 | 575 | (208)
Other | 16,946 | 20,565 | 19,563
Total noninterest income | 189,123 | 131,373 | 103,382
Noninterest expenses |  |  |
Salaries and employee benefits | 236,779 | 209,061 | 188,990
Net occupancy | 23,266 | 24,069 | 24,215
Furniture and equipment | 14,968 | 15,903 | 14,908
Data processing | 27,514 | 21,881 | 28,077
Marketing | 6,414 | 6,908 | 7,598
Communication | 3,492 | 3,267 | 3,167
Professional services | 9,961 | 11,254 | 12,272
Gain (Loss) on Extinguishment of Debt | 7,257 | 0 | 0
State intangible tax | 6,058 | 5,829 | 4,152
FDIC assessments | 5,110 | 1,973 | 3,969
Other | 38,719 | 32,516 | 28,830
Total noninterest expenses | 390,664 | 342,332 | 323,537
Income before income taxes | 184,411 | 242,862 | 214,221
Income tax expense | 28,601 | 44,787 | 41,626
Net income | $ 155,810 | $ 198,075 | $ 172,595
Earnings per common share |  |  |
Basic | $ 1.60 | $ 2.01 | $ 1.95
Diluted | $ 1.59 | $ 2.00 | $ 1.93
Average common shares outstanding - basic | 97,363,952 | 98,305,570 | 88,582,090
Average common shares outstanding - diluted | 98,093,098 | 98,851,471 | 89,614,205

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- Definition Number of [basic] shares or units, after adjustment for contingently issuable shares or units and other shares or units not deemed outstanding, determined by relating the portion of time within a reporting period that common shares or units have been outstanding to the total time in that period. + References Reference 1: http://www.xbrl.org/2003/role/disclosureRef -Publisher FASB -Name Accounting Standards Codification -Topic 260 -SubTopic 10 -Section 50 -Paragraph 1 -Subparagraph (a) -URI http://asc.fasb.org/extlink&oid=6371337&loc=d3e3550-109257 Reference 2: http://www.xbrl.org/2003/role/disclosureRef -Publisher FASB -Name Accounting Standards Codification -Topic 260 -SubTopic 10 -Section 45 -Paragraph 10 -URI http://asc.fasb.org/extlink&oid=121326447&loc=d3e1448-109256 + Details
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Namespace Prefix: | us-gaap_
Data Type: | xbrli:sharesItemType
Balance Type: | na
Period Type: | duration