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Property and equipment
9 Months Ended
Sep. 30, 2020
Property and equipment  
Property and equipment

6. Property and equipment

The following is a summary of property and equipment, at cost less accumulated depreciation and amortization:

September 30, 

December 31, 

    

2020

    

2019

Leasehold improvements

$

573,153

$

550,427

Construction in progress

 

115,316

 

78,343

Software

 

64,087

 

60,814

Computer equipment

 

14,783

 

16,707

Furniture, fixtures and office equipment

 

2,505

 

2,140

Total property and equipment

 

769,844

 

708,431

Less: accumulated depreciation and amortization

 

(370,551)

 

(328,188)

Total property and equipment, net

$

399,293

$

380,243

Depreciation and amortization expense, which includes depreciation and amortization for property and equipment under finance leases, is allocated as follows in the accompanying condensed consolidated statements of operations:

Three Months Ended

Nine Months Ended

September 30, 

September 30, 

    

2020

    

2019

     

2020

    

2019

    

Network access

$

12,067

$

9,463

$

34,615

$

30,527

Network operations

 

5,086

 

4,361

14,735

13,069

Development and technology

 

2,647

 

2,782

8,104

8,369

General and administrative

 

223

 

261

744

785

Total depreciation and amortization of property and equipment

$

20,023

$

16,867

$

58,198

$

52,750