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Property and Equipment
12 Months Ended
Dec. 31, 2021
Property, Plant and Equipment [Abstract]  
Property and Equipment Property and Equipment
Property and equipment, net consisted of the following:
December 31,
(in thousands)20212020
Capitalized internal-use software$9,022 $6,170 
Computer and office equipment4,700 3,422 
Furniture and fixtures1,445 1,390 
Leasehold improvements7,188 6,609 
22,355 17,591 
Less: Accumulated depreciation and amortization(13,106)(7,916)
Property and equipment, net$9,249 $9,675 
Depreciation and amortization expense related to property and equipment was $5.3 million, $4.1 million and $2.7 million for the years ended December 31, 2021, 2020, and 2019, respectively
Capitalized Internal-Use Software Costs
There has been no impairment of previously capitalized costs during the years ended December 31, 2021, 2020, and 2019.
The Company capitalized $2.9 million, $2.3 million and $2.2 million for internal-use software costs during the years ended December 31, 2021, 2020, and 2019, respectively. The Company capitalized $0.3 million of stock-based compensation costs to internal-use software for the year ended December 31, 2021, and $0.1 million for each of the years ended December 31, 2020 and 2019. The Company recorded amortization expense of $2.5 million, $1.6 million and $0.9 million for the years ended December 31, 2021, 2020, and 2019, respectively.
Capitalized Cloud Computing Arrangements
The Company capitalized $1.1 million related to the implementation of cloud computing arrangements and recorded amortization expense of $0.2 million during the year ended December 31, 2021. As of December 31, 2021, capitalized costs, net of accumulated amortization, were approximately $0.9 million, of which $0.4 million was recorded within prepaid expenses and other current assets and $0.5 million was recorded within other non-current assets in the Company's consolidated balance sheets.
Amortization expense related to cloud computing arrangements for the year-ended December 31, 2021 was as follows:
December 31,
(in thousands)2021
Technology and development$165 
General and administrative22 
Total amortization$187