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LEASES
3 Months Ended
Mar. 31, 2022
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 right-of-use 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 9.8 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 three months ended March 31, 2022 and 2021. See Note 2, “Impact of the Invasion of Ukraine” for discussion of impairment of right-of-use assets in Russia.
During the three months ended March 31, 2022 and 2021, the components of lease expense were as follows:
 Three Months Ended
March 31,
Income Statement Classification20222021
Operating lease costSelling, general and administrative expenses$15,884 $17,256 
Variable lease costSelling, general and administrative expenses3,187 2,260 
Short-term lease costSelling, general and administrative expenses1,039 178 
Total lease cost$20,110 $19,694 
Supplemental cash flow information related to leases for the three months ended March 31, 2022 and 2021 was as follows:
Three Months Ended
March 31,
 20222021
Cash paid for amounts included in the measurement of lease liabilities:
Operating cash flows used for operating leases$14,803 $17,645 
Right-of-use assets obtained in exchange for lease obligations:
Operating leases$19,484 $38 
Non-cash net decrease due to lease modifications:
Operating lease right-of-use assets$7,428 $1,066 
Operating lease liabilities$7,434 $1,066 

Weighted average remaining lease term and discount rate as of March 31, 2022 and 2021 were as follows:
 As of March 31, 2022As of March 31, 2021
Weighted average remaining lease term, in years:
Operating leases5.75.8
Weighted average discount rate:
Operating leases2.4 %3.0 %
As of March 31, 2022, operating lease liabilities will mature as follows:
Year ending December 31,Lease Payments
2022 (excluding three months ended March 31, 2022)
$39,877 
202339,984 
202433,442 
202525,346 
202620,225 
Thereafter41,165 
Total lease payments200,039 
Less: imputed interest(12,204)
Total$187,835 
The Company had committed to payments of $12.3 million related to operating lease agreements that had not yet commenced as of March 31, 2022. These operating leases will commence on various dates during 2022 with lease terms ranging from 0.1 to 9.0 years. The Company did not have any material finance lease agreements that had not yet commenced.