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Stockholders' Equity (Tables)
9 Months Ended
Sep. 30, 2019
Equity [Abstract]  
Stock-Based Compensation Expense Stock-based compensation expense is as follows (in millions):
  
Three Months Ended
September 30,
 
Nine Months Ended
September 30,
 
2018
 
2019
 
2018
 
2019
Cost of sales
$
19

 
$
39

 
$
52

 
$
106

Fulfillment
269

 
301

 
834

 
895

Marketing
201

 
298

 
552

 
813

Technology and content
719

 
966

 
2,137

 
2,719

General and administrative
142

 
175

 
426

 
491

Total stock-based compensation expense
$
1,350

 
$
1,779

 
$
4,001

 
$
5,024


Nonvested Restricted Stock Units Activity
The following table summarizes our restricted stock unit activity for the nine months ended September 30, 2019 (in millions):
 
Number of Units
 
Weighted-Average
Grant-Date
Fair Value
Outstanding as of December 31, 2018
15.9

 
$
1,024

Units granted
5.8

 
1,811

Units vested
(4.6
)
 
793

Units forfeited
(1.3
)
 
1,179

Outstanding as of September 30, 2019
15.8

 
1,367


Scheduled Vesting Restricted Stock Unit Activity
Scheduled vesting for outstanding restricted stock units as of September 30, 2019, is as follows (in millions):
 
Three Months Ended December 31,
 
Year Ended December 31,
 
 
 
 
 
2019
 
2020
 
2021
 
2022
 
2023
 
Thereafter
 
Total
Scheduled vesting—restricted stock units
2.0

 
6.0

 
5.0

 
1.8

 
0.8

 
0.2

 
15.8


Changes in Stockholders Equity
The following table shows the changes in stockholders’ equity (in millions):
 
Three Months Ended
September 30,
 
Nine Months Ended
September 30,
 
2018
 
2019
 
2018
 
2019
Total beginning stockholders’ equity
$
34,995

 
$
53,061

 
$
27,709

 
$
43,549

 
 
 
 
 
 
 
 
Beginning and ending common stock
5

 
5

 
5

 
5

 
 
 
 
 
 
 
 
Beginning and ending treasury stock
(1,837
)
 
(1,837
)
 
(1,837
)
 
(1,837
)
 
 
 
 
 
 
 
 
Beginning additional paid-in capital
24,028

 
30,035

 
21,389

 
26,791

Stock-based compensation and issuance of employee benefit plan stock
1,347

 
1,782

 
3,986

 
5,026

Ending additional paid-in capital
25,375

 
31,817

 
25,375

 
31,817

 
 
 
 
 
 
 
 
Beginning accumulated other comprehensive loss
(934
)
 
(960
)
 
(484
)
 
(1,035
)
Other comprehensive income (loss)
(100
)
 
(469
)
 
(550
)
 
(394
)
Ending accumulated other comprehensive loss
(1,034
)
 
(1,429
)
 
(1,034
)
 
(1,429
)
 
 
 
 
 
 
 
 
Beginning retained earnings
13,733

 
25,818

 
8,636

 
19,625

Cumulative effect of changes in accounting principles (1)

 

 
934

 
7

Net income
2,883

 
2,134

 
7,046

 
8,320

Ending retained earnings
16,616

 
27,952

 
16,616

 
27,952

 
 
 
 
 
 
 
 
Total ending stockholders’ equity
$
39,125

 
$
56,508

 
$
39,125

 
$
56,508

___________________
(1)
We recorded cumulative effect adjustments related to the new revenue and income tax standards in Q1 2018 and the new lease standard in Q1 2019. See Item 1 of Part I, “Financial Statements — Note 1 — Accounting Policies — Accounting Pronouncements Recently Adopted” for additional information.