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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 consist of the following: 
December 31, 2021December 31, 2020
Computer hardware and software$15,544,212 $16,456,790 
Furniture and equipment— 604,300 
Leasehold improvements— 1,730,751 
Property and equipment, gross15,544,212 18,791,841 
Less accumulated depreciation and amortization(15,390,308)(18,594,821)
Property and equipment, net$153,904 $197,020 
 
During the year ended December 31, 2021, the Company wrote-off furniture and equipment, leasehold improvements and related accumulated depreciation upon exiting various facilities and recorded an associated loss of $50,149 in general and administrative expense. During the year ended December 31, 2020 the Company did not write off fixed assets or related accumulated depreciation.

Depreciation and amortization expense was $133,665 and $178,391 in 2021 and 2020, respectively.