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CONSOLIDATED INCOME STATEMENTS - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2022 | Dec. 31, 2021 | Dec. 31, 2020
REVENUE |  |  |
Commissions | $ 370,382 | $ 401,607 | $ 395,097
Advisory fees | 425,615 | 451,197 | 455,261
Investment banking | 127,529 | 435,870 | 222,298
Bank deposit sweep income | 104,558 | 15,557 | 34,829
Interest | 60,713 | 36,482 | 33,477
Principal transactions, net | 21,031 | 23,984 | 27,874
Other | 1,113 | 29,338 | 29,831
Total revenue | 1,110,941 | 1,394,035 | 1,198,667
EXPENSES |  |  |
Compensation and related expenses | 740,827 | 886,840 | 770,997
Communications and technology | 85,474 | 80,520 | 82,132
Occupancy and equipment costs | 59,897 | 60,069 | 62,352
Clearing and exchange fees | 25,566 | 22,306 | 22,978
Interest | 23,846 | 9,855 | 15,680
Other | 129,777 | 109,804 | 75,528
Total expenses | 1,065,387 | 1,169,394 | 1,029,667
Pre-tax income | 45,554 | 224,641 | 169,000
Income taxes | 13,444 | 65,677 | 46,014
Net income | 32,110 | 158,964 | 122,986
Net income (loss) attributable to noncontrolling interests, net of tax | (241) | 8 | 0
Net income attributable to Oppenheimer Holdings Inc. | $ 32,351 | $ 158,964 | $ 122,986
Earnings per share attributable to Oppenheimer Holdings Inc. |  |  |
Basic (in dollars per share) | $ 2.77 | $ 12.57 | $ 9.73
Diluted (in dollars per share) | $ 2.57 | $ 11.70 | $ 9.30
Weighted average shares outstanding |  |  |
Basic (in shares) | 11,666,194 | 12,642,306 | 12,642,576
Diluted (in shares) | 12,607,752 | 13,582,828 | 13,217,335
Period end shares outstanding (in shares) | 10,968,221 | 12,546,701 | 12,481,443

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