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Property and Equipment
6 Months Ended
Jun. 30, 2021
Property, Plant and Equipment [Abstract]  
Property and Equipment Property and Equipment
Property and equipment, net consisted of the following (in thousands):
As of June 30, 2021As of December 31, 2020
Computer equipment and software
$149,231 $139,147 
Leasehold improvements
56,304 56,401 
Furniture and fixtures
12,698 12,955 
Machinery and equipment
160 160 
Total property and equipment
218,393 208,663 
Less: accumulated depreciation
(152,507)(144,327)
Total property and equipment, net
$65,886 $64,336 
Depreciation and amortization expense related to property and equipment during the three months ended June 30, 2021 and 2020 was $7.7 million and $5.9 million, respectively. Depreciation and amortization expense related to property and equipment during the six months ended June 30, 2021 and 2020 was $16.3 million and $11.1 million, respectively.
During the three months ended June 30, 2021 and 2020, we capitalized $4.8 million and $3.4 million, respectively, of software development costs primarily related to our platform and cloud subscription offerings. Amortization expense related to capitalized software development costs during the three months ended June 30, 2021 and 2020 were $3.0 million and $2.6 million, respectively. During the six months ended June 30, 2021 and 2020, we capitalized $8.8 million and $7.9 million, respectively, of software development costs primarily related to our platform and cloud subscription offerings. Amortization expense related to capitalized software development costs during the six months ended June 30, 2021 and 2020 were $6.0 million and $4.7 million, respectively.
Refer to Note 7 Restructuring Charges regarding fixed assets write-offs.