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Quarterly Operating Results (unaudited) (Details) - USD ($)
$ / shares in Units, $ in Thousands
 3 Months Ended 12 Months Ended
Dec. 31, 2020
Sep. 30, 2020
Jun. 30, 2020
Mar. 31, 2020
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Quarterly Financial Information Disclosure [Abstract]                      
Total revenues $ 91,083 $ 83,932 $ 32,591 $ 265,481 $ 347,074 $ 371,124 $ 448,727 $ 399,267 $ 473,087 $ 1,566,192 $ 1,761,224
Net loss (87,888) (173,919) (116,166) (30,829) 34,912 32,455 33,681 28,331      
Net Income (Loss) Available to Common Stockholders, Basic (93,220) (179,380) (121,353) (35,603) 28,404 26,184 27,165 20,974 (429,556) 102,727 163,528
Comprehensive loss attributable to RLJ $ (79,028) $ (167,492) $ (121,656) $ (85,801) $ 43,836 $ 26,784 $ 11,799 $ 10,867 $ (453,977) $ 93,286 $ 195,992
Basic per share data (1):                      
Net income per share attributable to common shareholders - basic (in dollars per share) $ (0.57) $ (1.10) $ (0.74) $ (0.21) $ 0.17 $ 0.15 $ 0.16 $ 0.12 $ (2.61) $ 0.59 $ 0.93
Diluted per share data (1):                      
Net income per share attributable to common shareholders - diluted (in dollars per share) $ (0.57) $ (1.10) $ (0.74) $ (0.21) $ 0.17 $ 0.15 $ 0.16 $ 0.12 $ (2.61) $ 0.59 $ 0.93
Weighted-average number of common shares (in shares) 163,729,671 163,609,865 163,543,701 167,149,733 169,241,536 170,495,699 172,661,878 172,796,998 164,503,661 171,287,086 174,225,130
Weighted Average Number of Shares Outstanding, Diluted 163,729,671 163,609,865 163,543,701 167,149,733 169,376,667 170,600,787 172,766,091 172,856,230 164,503,661 171,388,476 174,316,405