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Property and Equipment
12 Months Ended
Dec. 31, 2017
Property, Plant and Equipment [Abstract]  
Property and Equipment
Property and Equipment

Property and equipment consist of the following:
 
December 31,
 
2017
 
2016
 
 
 
(Restated)

Computer hardware
$
250,453

 
$
242,739

Computer software
62,335

 
47,828

Construction in-progress
471

 
14,854

Furniture and fixtures
7,736

 
5,981

Building
8,808

 
8,808

Leasehold improvements
19,591

 
16,980

 
349,394

 
337,190

Less: Accumulated depreciation
(237,569
)
 
(178,985
)
 
$
111,825

 
$
158,205



Depreciation expense was approximately $57.0 million, $51.8 million, and $42.7 million for 2017, 2016, and 2015, respectively. Amortization of property and equipment recorded under capital leases are included in depreciation expense.