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Property and Equipment
12 Months Ended
Dec. 31, 2018
Property, Plant and Equipment [Abstract]  
Property and Equipment
Property and Equipment

Property and equipment consisted of the following as of December 31, 2018 and 2017 (in thousands except years):
 
 
December 31, 2018
 
December 31, 2017
 
Estimated Useful Life
Computer and networking equipment
$
1,301,604

 
$
1,292,587

 
3-7
Purchased software
73,888

 
61,276

 
3-10
Furniture and fixtures
54,057

 
48,521

 
1-7
Office equipment
29,309

 
26,949

 
3-5
Leasehold improvements
184,700

 
152,487

 
1-15
Internal-use software
944,279

 
765,162

 
2-7
Property and equipment, gross
2,587,837

 
2,346,982

 
 
Accumulated depreciation and amortization
(1,677,219
)
 
(1,484,447
)
 
 
Property and equipment, net
$
910,618

 
$
862,535

 
 


Depreciation and amortization expense on property and equipment and capitalized internal-use software for the years ended December 31, 2018, 2017 and 2016 was $401.2 million, $341.4 million and $307.7 million, respectively. During the years ended December 31, 2018, 2017 and 2016, the Company capitalized $34.8 million, $28.9 million and $23.1 million, respectively, of stock-based compensation related to employees who developed and enhanced internal-use software applications.

During the years ended December 31, 2018 and 2017, the Company wrote off $208.0 million and $174.6 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, 2018, the Company wrote off $4.9 million of internal-use software and a purchased software license as a result of certain restructuring efforts. 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 the net charge from these write offs are included in restructuring charges in the consolidated statements of income.