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Earnings per Common Share (Details) - USD ($)
$ / shares in Units, $ in Thousands
 12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Earnings Per Share [Abstract]      
Net income (loss) attributable to RLJ $ 41,925 $ (305,168) $ (404,441)
Numerator:      
Preferred dividends (25,115) (25,115) (25,115)
Less: Dividends paid on unvested restricted shares (284) (85) (55)
Less: Undistributed earnings attributable to unvested restricted shares 0 0 0
Net income (loss) attributable to common shareholders excluding amounts attributable to unvested restricted shares $ 16,526 $ (330,368) $ (429,611)
Denominator:      
Weighted-average number of common shares - basic (in shares) 161,947,807 163,998,390 164,503,661
Unvested restricted shares 345,058 0 0
Weighted-average number of common shares - diluted (in shares) 162,292,865 163,998,390 164,503,661
Net income per share attributable to common shareholders - basic (in dollars per share) $ 0.10 $ (2.01) $ (2.61)
Net income per share attributable to common shareholders - diluted (in dollars per share) $ 0.10 $ (2.01) $ (2.61)