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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 consisted of the following as of December 31, 2017 and 2016 (in thousands except years):
 
 
December 31, 2017
 
December 31, 2016
 
Estimated Useful Life
Computer and networking equipment
$
1,292,587

 
$
1,170,471

 
3-7
Purchased software
61,276

 
51,727

 
3-10
Furniture and fixtures
48,521

 
41,968

 
5
Office equipment
26,949

 
24,497

 
3-5
Leasehold improvements
152,487

 
139,991

 
1-16
Internal-use software
765,162

 
656,053

 
2-7
Property and equipment, gross
2,346,982

 
2,084,707

 
 
Accumulated depreciation and amortization
(1,484,447
)
 
(1,283,690
)
 
 
Property and equipment, net
$
862,535

 
$
801,017

 
 


Depreciation and amortization expense on property and equipment and capitalized internal-use software for the years ended December 31, 2017, 2016 and 2015 was $341.4 million, $307.7 million and $272.5 million, respectively. During the years ended December 31, 2017, 2016 and 2015, the Company capitalized $28.9 million, $23.1 million and $17.9 million, respectively, of stock-based compensation related to employees who developed and enhanced internal-use software applications.

During the years ended December 31, 2017 and 2016, the Company wrote off $174.6 million and $93.4 million, respectively, of property and equipment, gross, along with the associated accumulated depreciation and amortization. The write-offs were primarily related to computer and networking equipment and internal-use software no longer in use. These assets had been substantially depreciated and amortized. In addition, during the year ended December 31, 2017, the Company wrote off $36.2 million of internal-use software as a result of certain restructuring efforts. These assets had a net book value of $32.0 million and are included in restructuring charges in the consolidated statements of income.