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Leases
12 Months Ended
Dec. 31, 2021
Leases [Abstract]  
Leases LeasesThe Company has long-term, non-cancelable operating leases for campuses and other administrative facilities. These leases generally range from 3 years to 15 years and may include renewal options to extend the lease term. In addition, the leases commonly include lease incentives in the form of rent abatements and tenant improvement allowances. The Company subleases certain portions of unused building space to third parties.
The components of lease costs were as follows for the years ended December 31, 2019, 2020, and 2021 (in thousands)
 201920202021
Lease Cost:
Operating lease cost(1)
$35,335 $28,337 $53,957 
Short-term lease cost885 534 1,768 
Sublease income(2,696)(2,240)(2,255)
Total lease costs$33,524 $26,631 $53,470 
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(1)During the years ended December 31, 2019, 2020 and 2021, operating lease cost includes $6.0 million, $0.8 million, and $18.9 million of right-of-use lease asset impairment charges, respectively, related to redundant leased space that was vacated during the year.
The following table provides a summary of the Company's average lease term and discount rate as of December 31, 2020 and 2021:
As of December 31, 2020As of December 31, 2021
Weighted average remaining lease term (years)5.67.8
Weighted average discount rate4.37 %4.01 %

Supplemental information related to the Company's leases for the years ended December 31, 2019, 2020, and 2021 (in thousands):
Year ended December 31, 2019Year ended December 31, 2020Year ended December 31, 2021
Cash paid for amounts included in the measurement of lease liabilities$32,883 $32,510 $43,021 
Right-of-use assets obtained in exchange for operating lease liabilities$4,431 $12,763 $79,953 
Maturities of lease liabilities (in thousands):
Year Ending December 31,
2022$34,086 
202331,502 
202429,059 
202525,752 
202623,048 
Thereafter80,322 
Total lease payments223,769 
Less: interest(33,943)
Present value of lease liabilities$189,826