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Deferred Costs
3 Months Ended
Mar. 31, 2020
Deferred Costs, Capitalized, Prepaid, and Other Assets Disclosure [Abstract]  
Deferred Costs Deferred Costs
Changes in the balance of total deferred commissions and total deferred professional service costs during the three months ended March 31, 2020 are as follows (in thousands):

As of December 31, 2019Expense recognizedAs of March 31, 2020
Additions
Deferred commissions$14,718  $318  $(2,383) $12,653  
Deferred professional service costs  6,711  434  (925) 6,220  
Total deferred commissions and professional service costs
$21,429  $752  $(3,308) $18,873  

 These costs are reviewed for impairment quarterly. Impairment charges were $1.1 million for the three months ended March 31, 2020. Impairment charges for the three months ended March 31, 2019 were immaterial.