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Selected Quarterly Financial Information (unaudited) (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Quarterly Financial Information Disclosure [Abstract]                      
Net interest income $ 382,867 $ 356,633 $ 340,950 $ 332,614 $ 309,191 $ 282,061 $ 269,893 $ 268,076 $ 1,413,064 $ 1,129,221 $ 891,338
Less: provisions for credit losses 57,619 70,047 63,267 53,931 55,324 54,930 50,215 25,296 244,864 185,765 159,405
Net interest income after provisions for credit losses 325,248 286,586 277,683 278,683 253,867 227,131 219,678 242,780 1,168,200 943,456 731,933
Gains on sales of loans, net 0 0 2,060 0              
Losses on sales of securities, net 0 0 (1,549) 0         (1,549) 0 0
Gains (losses) on derivative and hedging activities, net 6,238 (4,949) (5,268) 3,892 (940) 1,661 (3,609) (5,378)      
Other income (loss) 6,446 (80,702) 12,295 9,642 (21,066) 4,455 10,629 11,346 (52,319) 5,364 69,544
Total non-interest expenses 145,971 150,724 135,315 124,966 118,668 116,259 111,368 102,794      
Income tax benefit 44,449 (53,667) 40,074 40,997 66,190 40,617 44,713 51,011 71,853 202,531 164,109
Net income 147,512 103,878 109,832 126,254 47,003 76,371 70,617 94,943 487,476 288,934 250,327
Preferred stock dividends 4,199 4,124 3,920 3,397 3,137 3,028 3,974 5,575 15,640 15,714 21,204
Net income attributable to SLM Corporation common stock $ 143,313 $ 99,754 $ 105,912 $ 122,857 $ 43,866 $ 73,343 $ 66,643 $ 89,368 $ 471,836 $ 273,220 $ 229,123
Basic earnings per common share attributable to SLM Corporation $ 0.33 $ 0.23 $ 0.24 $ 0.28 $ 0.10 $ 0.17 $ 0.15 $ 0.21 $ 1.08 $ 0.63 $ 0.54
Diluted earnings per common share attributable to SLM Corporation $ 0.33 $ 0.23 $ 0.24 $ 0.28 $ 0.10 $ 0.17 $ 0.15 $ 0.20 $ 1.07 $ 0.62 $ 0.53