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Stock Based Compensation - Restricted stock units (Details) - Restricted stock units
$ / shares in Units, $ in Thousands
3 Months Ended
Mar. 31, 2020
USD ($)
$ / shares
shares
Stock-based compensation  
Beginning balance | shares 90,006
Granted | shares 221,604
Vested | shares (19,022)
Forfeited | shares (3,404)
Ending balance | shares 289,184
Weighted Average Grant Date Fair Value, Beginning Balance | $ / shares $ 34.66
Weighted Average Grant Date Fair Value, Granted | $ / shares 31.87
Weighted Average Grant Date Fair Value, Vested | $ / shares 31.72
Weighted Average Grant Date Fair Value, Forfeited | $ / shares 31.21
Weighted Average Grant Date Fair Value, Ending Balance | $ / shares $ 32.76
Compensation expense  
Unamortized compensation expense related to unvested restricted stock units | $ $ 9,000
Period to recognize unamortized compensation expense 2 years 9 months 18 days