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Deferred Costs
12 Months Ended
Dec. 31, 2019
Revenue from Contract with Customer [Abstract]  
Deferred Costs Deferred CostsDeferred costs, which primarily consist of costs to obtain contracts with customers, were $29.1 million and $18.7 million for the years ended December 31, 2019 and 2018, respectively. Amortization expense for the deferred costs was $15.2 million and $10.1 million for the years ended December 31, 2019 and 2018, respectively. There were no significant impairment losses in relation to the costs capitalized for the periods presented.Revenue Recognition
Disaggregation of Revenue
The following table presents our revenues disaggregated by industry (in thousands):
For the year ended December 31,
20192018
Information technology$39,417  $31,063  
Consumer discretionary33,658  28,325  
Industrials33,281  28,023  
Diversified financials33,783  27,335  
Banks28,788  23,818  
Healthcare28,100  21,672  
Energy22,551  19,617  
Other78,313  64,491  
Total revenues$297,891  $244,344  
The following table presents our revenues disaggregated by type of good or service (in thousands):
For the year ended December 31,
20192018
Subscription and support$245,765  $200,392  
XBRL professional services38,734  30,562  
Other services13,392  13,390  
Total revenues$297,891  $244,344  
Deferred Revenue
During the year ended December 31, 2019, we recognized $129.4 million of revenue that was included in the deferred revenue balance at the beginning of the period.
Transaction Price Allocated to the Remaining Performance Obligations
As of December 31, 2019, revenue of approximately $254.8 million is expected to be recognized from remaining performance obligations for subscription contracts. We expect to recognize approximately $184.6 million of these remaining performance obligations over the next 12 months, with the balance recognized thereafter.