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LEASES
12 Months Ended
Dec. 31, 2021
Leases [Abstract]  
LEASES LEASES
The Company leases office space, corporate apartments, office equipment, and vehicles. Many of the Company’s leases contain variable payments including changes in base rent and charges for common area maintenance or other miscellaneous expenses. Due to this variability, the cash flows associated with these variable payments are not included in the minimum lease payments used in determining the RoU Assets and associated lease liabilities and are recognized in the period in which the obligation for such payments is incurred. The Company’s leases have remaining lease terms ranging from 0.1 to 9.4 years. Certain lease agreements, mainly for office space, include options to extend or terminate the lease before the expiration date. The Company considers such options when determining the lease term when it is reasonably certain that the Company will exercise that option. The Company leases and subleases a portion of its office space to third parties. Lease income and sublease income were immaterial for the years ended December 31, 2021, 2020 and 2019.
During the years ended December 31, 2021, 2020 and 2019, the components of lease expense were as follows:
 Income Statement ClassificationYear Ended December 31, 2021Year Ended December 31, 2020Year Ended December 31, 2019
Operating lease costSelling, general and administrative expenses$67,144 $73,740 $62,740 
Variable lease costSelling, general and administrative expenses8,555 6,461 8,730 
Short-term lease costSelling, general and administrative expenses2,248 1,169 3,870 
Total lease cost$77,947 $81,370 $75,340 
Supplemental cash flow information related to leases for the years ended December 31, 2021 and 2020 were as follows:
 Year Ended December 31, 2021Year Ended December 31, 2020
Cash paid for amounts included in the measurement of lease liabilities:
Operating cash flows used for operating leases$68,986 $70,012 
Right-of-use assets obtained in exchange for lease obligations:
Operating leases$18,590 $50,949 
Non-cash net increase due to lease modifications:
Operating lease right-of-use assets$7,000 $7,876 
Operating lease liabilities$7,062 $7,861 
Weighted average remaining lease terms and discount rates as of December 31, 2021 and 2020, were as follows:
 As of December 31, 2021As of December 31, 2020
Weighted average remaining lease term, in years:
Operating leases5.55.9
Weighted average discount rate:
Operating leases2.5 %2.9 %
As of December 31, 2021, operating lease liabilities will mature as follows:
Year ending December 31,Lease Payments
2022$53,985 
202340,385 
202433,589 
202524,144 
202618,576 
Thereafter34,701 
Total lease payments205,380 
Less: imputed interest(12,474)
Total$192,906 
There were no lease agreements that contained material restrictive covenants or material residual value guarantees as of December 31, 2021. There were no material lease agreements signed with related parties as of December 31, 2021.
As of December 31, 2021, the Company had committed to payments of $28.3 million related to operating lease agreements that had not yet commenced as of December 31, 2021. These operating leases will commence on various dates during 2022 and 2023 with lease terms ranging from 0.5 years to 10 years. The Company does not have any material finance lease agreements that had not yet commenced.