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Leases (Tables)
12 Months Ended
Dec. 31, 2019
Leases [Abstract]  
Components of Lease Expense
The following table is a summary of the Company’s operating lease costs for the year ended December 31, 2019 (in thousands):

 
Real Estate Arrangements
 
Co-location Arrangements
 
Total
Operating lease cost
$
63,893

 
$
96,020

 
$
159,913

Short-term lease cost
111

 
14,301

 
14,412

Variable lease cost
15,610

 
23,524

 
39,134

Sublease income
(5,119
)
 

 
(5,119
)
Total operating lease costs
$
74,495

 
$
133,845

 
$
208,340



Maturities of Operating Lease Liabilities
Maturities of operating lease liabilities as of December 31, 2019 were as follows (in thousands):

 
Real Estate Arrangements
 
Co-location Arrangements
2020
$
77,961

 
$
63,514

2021
79,303

 
17,550

2022
75,657

 
9,603

2023
74,244

 
6,189

2024
67,727

 
4,795

Thereafter
532,549

 
14,695

Total lease payments
907,441

 
116,346

Less: imputed interest
186,457

 
5,686

Total lease liabilities
$
720,984

 
$
110,660


Minimum Aggregate Future Obligations Under Non-Cancelable Leases
The minimum aggregate future obligations under non-cancelable operating leases, including real estate, co-location and bandwidth commitments as of December 31, 2018 were as follows (in thousands):
 
 
Real Estate Arrangements
 
Bandwidth and Co-location Arrangements
2019
$
54,561

 
$
138,777

2020
78,683

 
24,420

2021
75,991

 
8,463

2022
72,579

 
5,233

2023
70,101

 
2,156

Thereafter
599,339

 
3,709

Total
$
951,254

 
$
182,758