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Property, Plant and Equipment | 6 Months Ended
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Jun. 30, 2023
Property, Plant and Equipment |
Property, Plant and Equipment | 5. Property, Plant and Equipment Property, plant and equipment, including equipment under finance lease obligations and capitalized software development costs, consists of the following: ​
​ | ​ | ​ | ​ | ​ | ​ | ​
​ | ​ | As of
(in thousands) | ​ | June 30, 2023 | ​ | December 31, 2022
Computers and peripheral equipment |  | $ | 24,739 |  | $ | 19,189
Office furniture and equipment | ​ |  | 3,014 | ​ |  | 2,542
Leasehold improvements | ​ |  | 32,008 | ​ |  | 29,678
Capitalized software development costs | ​ |  | 25,920 | ​ |  | 22,026
Less accumulated depreciation and amortization | ​ |  | (30,888) | ​ |  | (26,401)
Total property, plant and equipment, net | ​ | $ | 54,793 | ​ | $ | 47,034
​ For the three months ended June 30, 2023 and June 30, 2022, total depreciation expense was $3.3 million and $2.1 million, respectively. For the six months ended June 30, 2023 and June 30, 2022, total depreciation expense was $6.1 million and $4.8 million, respectively. Property and equipment under finance lease obligations, consisting of computer equipment, totaled $17.7 million and $12.3 million as of June 30, 2023 and December 31, 2022, respectively. As of June 30, 2023 and December 31, 2022, accumulated depreciation related to property and equipment under finance lease obligations totaled $11.7 million and $11.2 million, respectively. Refer to Note 6, Leases.

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