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Property and Equipment
12 Months Ended
Dec. 31, 2019
Property, Plant and Equipment [Abstract]  
Property and Equipment Property and Equipment
The amount of property and equipment and their respective estimated useful lives are as follows (in millions):
 
 
As of December 31,
 
Estimated
 
 
2019
 
2018
 
Useful Lives
Land
 
$
22.3

 
$
27.3

 
Indefinite
Buildings and leasehold improvements
 
84.8

 
81.0

 
3 - 40 years
Office equipment, furniture and fixtures
 
16.9

 
20.6

 
3 -  7  years
Computer equipment and software costs
 
261.4

 
194.7

 
3 -  9  years
Machinery, equipment and vehicles
 
269.3

 
276.7

 
3 - 40 years
 
 
654.8

 
600.3

 
 
Accumulated depreciation and amortization
 
293.9

 
249.9

 
 
 
 
$
360.9

 
$
350.3

 
 

For 2019, 2018 and 2017, we recorded depreciation expense of $54.5 million, $45.6 million and $44.1 million, respectively.
The amount of computer software costs, including capitalized internally developed software costs are as follows (in millions):
 
As of December 31,
 
2019
 
2018
Computer software costs
$
169.9

 
$
115.6

Accumulated amortization
110.0

 
91.2

Computer software costs, net
$
59.9

 
$
24.5


Included in capitalized computer software costs are costs incurred in connection with software development in progress of $22.5 million and $46.2 million as of December 31, 2019 and 2018, respectively. For 2019, 2018 and 2017, we recorded amortization expense related to computer software costs of $17.8 million, $10.9 million and $11.0 million, respectively.