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Leases
12 Months Ended
Dec. 31, 2023
Leases [Abstract]  
Leases Leases
The Company has entered into various operating lease agreements for its offices and co-location sites and related equipment. The Company has also entered into sublease agreements with tenants of various offices previously vacated by the Company. These operating leases have lease periods expiring between 2024 and 2034. The Company’s operating lease costs for the years ended December 31, 2023, 2022 and 2021 were as follows (in thousands):

Real Estate ArrangementsCo-location ArrangementsTotal
2023
Operating lease cost$74,054 $179,552 $253,606 
Short-term lease cost133 23,565 23,698 
Variable lease cost25,860 62,084 87,944 
Sublease income(32,024)— (32,024)
Total operating lease costs$68,023 $265,201 $333,224 
2022
Operating lease cost$82,761 $152,215 $234,976 
Short-term lease cost52 21,741 21,793 
Variable lease cost25,167 35,025 60,192 
Sublease income(25,743)— (25,743)
Total operating lease costs$82,237 $208,981 $291,218 
2021
Operating lease cost$84,100 $136,673 $220,773 
Short-term lease cost58 17,660 17,718 
Variable lease cost22,016 31,428 53,444 
Sublease income(21,033)— (21,033)
Total operating lease costs$85,141 $185,761 $270,902 

Lease costs for real estate arrangements are included in general and administrative expenses in the consolidated statements of income. Lease costs for co-location arrangements are primarily included in cost of revenue.
Weighted average remaining lease terms and discount rates related to the Company's operating leases as of December 31, 2023 and 2022 were as follows:

December 31, 2023December 31, 2022
Real Estate ArrangementsCo-location ArrangementsReal Estate ArrangementsCo-location Arrangements
Weighted average remaining lease term (in years)9.94.610.33.9
Weighted average discount rate3.5 %4.2 %3.6 %2.8 %

Maturities of operating lease liabilities as of December 31, 2023 were as follows (in thousands):

Real Estate ArrangementsCo-location Arrangements
2024$68,713 $155,505 
202568,522 100,765 
202664,607 80,545 
202758,988 64,765 
202854,725 46,010 
Thereafter313,506 67,519 
Total lease payments629,061 515,109 
Less: imputed interest97,716 48,704 
Total lease liabilities$531,345 $466,405 

As of December 31, 2023, the Company had additional operating leases for co-location sites that had not yet commenced of $195.0 million, of which a majority will commence in 2024, with lease terms of one year to ten years. The table above excludes $207.4 million of future sublease income that is expected to be recognized through 2034.

As of December 31, 2023, the Company had outstanding letters of credit in the amount of $4.9 million, primarily related to operating leases. The letters of credit remain in effect until the Company fulfills its obligations under these leases or as such obligations expire under the terms of the letters of credit.