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Leases (Tables)
3 Months Ended
Mar. 31, 2020
Leases [Abstract]  
Components of leases
The components of lease expense are as follows:
Three Months EndedThree Months Ended
March 31, 2019March 31, 2020
Offices Data CentersTotalOffices Data CentersTotal
(in thousands)
Lease expense $8,340  $5,187  $13,527  $6,314  $6,536  $12,850  
Short term lease expense 925  530  1,455  286  56  342  
Variable lease expense —  114  114   516  525  
Sublease income (1,076) —  (1,076) (202) —  (202) 
Total operating lease expense $8,189  $5,831  $14,020  $6,407  $7,108  $13,515  
The weighted average remaining lease term and discount rates as of March 31, 2020 are as follows:
March 31, 2019March 31, 2020
Weighted average remaining lease term (years)
    Offices 5.44.5
    Data Centers 3.03.0
Weighted average discount rate
    Offices 2.6 %2.5 %
    Data Centers 1.7 %1.7 %

Supplemental cash flow information related to our operating leases is as follows for the period ended March 31, 2020:
Three Months Ended
March 31, 2019March 31, 2020
(in thousands)
Cash paid for amounts included in the measurement of lease liabilities
Cash flow for operating activities $(13,964) $(14,048) 
Right of use assets obtained in exchange for new operating lease liabilities$10,926  $—  
As of March 31, 2020, we have additional operating leases, that have not yet commenced which will result in additional operating lease liabilities and right of use assets:
OfficesData Centers
(in thousands)
Additional operating lease liabilities$11,295  $7,807  
Additional right of use assets$8,446  $7,807  
Schedule of future minimum lease payments
As of March 31, 2020, we had future minimum lease payments as follows:
March 31, 2020
OfficesData Centers Total
(in thousands)
Remainder of 2020$24,813  $14,251  $39,064  
202130,386  14,586  44,972  
202227,839  10,714  38,553  
202318,455  4,383  22,838  
20249,413  2,229  11,642  
Thereafter 14,285  373  14,658  
Total minimum lease payments 125,191  46,536  171,727  
Impact of Discount Rate(9,748) (770) (10,518) 
Total Lease Liability$115,443  $45,766  $161,209