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Stock Based Compensation - Restricted stock units (Details) - Restricted stock units
$ / shares in Units, $ in Thousands
6 Months Ended
Jun. 30, 2020
USD ($)
$ / shares
shares
Stock-based compensation  
Beginning balance | shares 90,006
Granted | shares 305,794
Vested | shares (21,822)
Forfeited | shares (7,311)
Ending balance | shares 366,667
Weighted Average Grant Date Fair Value, Beginning Balance | $ / shares $ 34.66
Weighted Average Grant Date Fair Value, Granted | $ / shares 31.64
Weighted Average Grant Date Fair Value, Vested | $ / shares 31.91
Weighted Average Grant Date Fair Value, Forfeited | $ / shares 31.47
Weighted Average Grant Date Fair Value, Ending Balance | $ / shares $ 32.37
Compensation expense  
Unamortized compensation expense related to unvested restricted stock units | $ $ 10,200
Period to recognize unamortized compensation expense 2 years 3 months 18 days