FangyuLei/tatqa huggingface dataset:
Fiscal Year
Fiscal Year
2019
2018
Net revenues
100%
100%
Cost of revenues
22
21
Gross profit
78
79
Operating expenses:
Sales and marketing
32
33
Research and development
19
20
General and administrative
9
12
Amortization of intangible assets
4
5
Restructuring, transition and other costs
5
8
Total operating expenses
70
78
Operating income
8
1
Interest expense
(4)
(5)
Gain on divestiture
—
14
Other expense, net
(1)
—
Income from continuing operations before income taxes
2
9
Income tax expense (benefit)
2
(14)
Income from continuing operations
—
23
Income from discontinued operations, net of income taxes
—
—
Net income
1%
24%
fiscal 2019 compared to fiscal 2018 .
the following table sets forth our consolidated statements of operations data as a percentage of net revenues for the periods indicated : .
note : the percentages may not add due to rounding .

Question: What does the table show?
Answer: Consolidated Statements of Operations data as a percentage of net revenues for the periods indicated
Years Ended December 31,
Years Ended December 31,
Years Ended December 31,
(in thousands, except per share amounts)
2019
2018
2017
Amount paid to repurchase shares
$  —
$95,125
$29,993
Number of shares repurchased
—
1,696
422
Average repurchase price per share
$  —
$56.07
$71.07
share repurchase .
in september 2015 our board of directors authorized a program to repurchase up to $ 150 .
0 million of our common stock over a thirty-month period .
in november 2017 our board of directors approved an extension of the share repurchase program to december 2019 from its original maturity of march 2018 .
in may 2018 our board of directors approved a $ 50 million increase in its authorization to repurchase shares of our common stock under this same program .
on december 18 2019 the board of directors authorized to remove the expiration date to the company ’ s share repurchase program and increase the authorized amount by $ 25 .
1 million .
as of december 31 2019 the company is authorized to repurchase shares of the company ’ s common stock of up to a total of $ 50 .
0 million .
advanced energy industries inc .
notes to consolidated financial statements – -continued -in thousands except per share amounts .
in order to execute the repurchase of shares of our common stock the company periodically enters into stock repurchase agreements .
during the years ended december 31 2019 2018 and 2017 the company has repurchased the following shares of common stock : .

Question: What was the change in number of shares repurchased between 2017 and 2018?
Answer: 1274
€ million
Note no.
30/9/2018
30/9/2018 adjusted1
30/9/2019
Current assets
7,703
8,329
7,761
Inventories
26
2,108
1,905
1,946
Trade receivables
27
571
496
482
Financial assets
1
1
4
Other financial and other non-financial assets
24
913
796
881
Entitlements to income tax refunds
206
202
190
Cash and cash equivalents
29
1,298
906
500
Assets held for sale
30,43
2,605
4,024
3,758
current assets of continuing operations decreased by € 569 million compared to the previous year ' s figures to € 7 .
8 billion -30 / 9 / 2018 : € 8 .
3 billion .
cash and cash equivalents in particular contributed to this development with a decrease of € 407 million to € 0 .
5 billion -30 / 9 / 2018 : € 0 .
9 billion .
1 adjusted for effects of the discontinued business segment .
for more information about the development of current assets see the notes to the consolidated financial statements in the numbers listed in the table .

Question: What was the amount of current assets of continuing operations in FY2019?
Answer: 7,761
2019
2018
2017
(in thousands)
(in thousands)
(in thousands)
Restricted Stock Units:
Non-vested at January 1
2,454
3,174
3,778
Awarded
1,139
790
939
Vested
(1,237)
(1,382)
(1,434)
Forfeited
(87)
(128)
(109)
Non-vested at December31
2,269
2,454
3,174
Stock Options:
Outstanding at January 1
506
531
926
Granted
102
69
111
Exercised
(280)
(94)
(501)
Forfeited
(7)
—
—
Expired
(2)
—
(5)
Outstanding at December 31
319
506
531
Vested and expected to vest at December 31
319
506
531
Exercisable at December 31
85
256
233
teradyne determined the stock options ’ expected life based upon historical exercise data for executive officers the age of the executive officers and the terms of the stock option grant .
volatility was determined using historical volatility for a period equal to the expected life .
the risk-free interest rate was determined using the u .
s .
treasury yield curve in effect at the time of grant .
dividend yield was based upon an estimated annual dividend amount of $ 0 .
36 per share divided by teradyne ’ s stock price on the grant date of $ 37 .
95 for the 2019 grants $ 47 .
70 for the 2018 grants and $ 28 .
56 for the 2017 grants .
stock compensation plan activity for the years 2019 2018 and 2017 is as follows : .

Question: In which year was the amount of Granted stocks the largest?
Answer: 2017
Three Months Ended
Three Months Ended
Three Months Ended
Three Months Ended
Three Months Ended
March 31,
June 30,
September 30,
December 31,
Year Ended, December 31,
2019:
Operating revenues
$1,813.4
$1,889.6
$1,953.6
$1,923.7
$7,580.3
Costs of operations (1)
543.4
563.3
559.9
550.2
2,216.8
Operating income
614.9
683.9
728.3
661.3
2,688.4
Net income
407.6
434.3
505.3
569.4
1,916.6
Net income attributable to American Tower Corporation stockholders
397.4
429.1
498.6
562.7
1,887.8
Net income attributable to American Tower Corporation common stockholders
397.4
429.1
498.6
562.7
1,887.8
Basic net income per share attributable to American Tower Corporation common stockholders
0.90
0.97
1.13
1.27
4.27
Diluted net income per share attributable to American Tower Corporation common stockholders
0.89
0.96
1.12
1.26
4.24
american tower corporation and subsidiaries notes to consolidated financial statements -tabular amounts in millions unless otherwise disclosed .
23 .
selected quarterly financial data -unaudited .
selected quarterly financial data for the years ended december 31 2019 and 2018 is as follows -in millions except per share data : .
-1 represents operating expenses exclusive of depreciation amortization and accretion selling general administrative and development expense and other operating expenses .

Question: What was the change in net income between Three Months Ended  June and September?
Answer: 71
(In thousands)
2019
2018
Land
$4,575
$4,575
Building and land improvements
34,797
34,379
Building
68,157
68,183
Furniture and fixtures
19,959
19,831
Computer hardware and software
74,399
92,071
Engineering and other equipment
130,430
127,060
Total Property, Plant and Equipment
332,317
346,099
Less accumulated depreciation
(258,609)
(265,464)
Total Property, Plant and Equipment, net
$73,708
$80,635
note 8 – property plant and equipment .
as of december 31 2019 and 2018 property plant and equipment was comprised of the following : .
depreciation expense was $ 12 .
5 million $ 12 .
7 million and $ 12 .
8 million for the years ended december 31 2019 2018 and 2017 respectively which is recorded in cost of sales selling general and administrative expense and research and development expense in the consolidated statements of income .
we assess long-lived assets used in operations for potential impairment whenever events or changes in circumstances indicate that the carrying amount of an asset may not be recoverable and the undiscounted cash flows estimated to be generated by the asset are less than the asset ’ s carrying value .
during the year ended december 31 2019 the company recognized impairment charges of $ 3 .
9 million related to the abandonment of certain information technology projects in which we had previously capitalized expenses related to these projects .
the impairment charges were determined based on actual costs incurred as part of the projects .
no impairment charges were recognized during the years ended december 31 2018 and 2017 .

Question: What was the depreciation expense in 2019?
Answer: $12.5 million
As of December 31,
As of December 31,
As of December 31,
2018
2018
2019
NT$
NT$
NT$
(In Thousands)
(In Thousands)
(In Thousands)
Raw materials
$3,766,056
$5,102,571
Supplies and spare parts
3,133,737
3,548,376
Work in process
10,034,488
11,309,718
Finished goods
1,268,838
1,754,137
Total
$18,203,119
$21,714,802
a .
for the years ended december 31 2017 2018 and 2019 the company recognized nt $ 118252 million nt $ 123795 million and nt $ 122999 million respectively in operating costs of which nt $ 2256 million nt $ 1698 million and nt $ 820 million in 2017 2018 and 2019 respectively were related to write-down of inventories .
b .
none of the aforementioned inventories were pledged .

Question: What was the average Supplies and spare parts?
Answer: 3341056.5
Grant Date
Exercise Date
Expiry Date
Exercise Price $
No. of Options at Beg. of Year
Options Exercised or Lapsed
No. of Options at End of Year
2 Jul 2012
2 Jul 2015
2 Jul 2017
0.92
40,000
(40,000)
-
2 Jul 2013
2 Jul 2016
30 Sept 2018 1
0.92
295,000
(220,000)
75,000
2 Jul 2014
2 Jul 2017
2 Jul 2019
1.30
875,000
(405,000)
470,000
2 Jul 2015
2 Jul 2018
2 Jul 2020
2.67
1,000,000
-
1,000,000
22 Dec 2016
31 Aug 2019
22 Dec 2021
3.59
1,323,730
-
1,323,730
Total
3,533,730
(665,000)
2,868,730
Weighted average exercise price
$1.15
$2.82
movement of options during the year ended 30 june 2018 : .
the weighted average fair value of options granted during the year was nil -2018 : nil as there were none issued during the year .
the weighted average share price for share options exercised during the period was $ 3 .
57 -2018 : $ 3 .
90 .
the weighted average remaining contractual life for share options outstanding at the end of the period was 1 .
68 years -2018 : 2 .
47 years .
the weighted average remaining contractual life for share options outstanding at the end of the period was 1 .
68 years -2018 : 2 .
47 years .

Question: Why was the weighted average fair value of options granted during the year was nil?
Answer: The weighted average fair value of options granted during the year was nil (2018: nil) as there were none issued during the year.
December 31,
December 31,
2019
2018
Accrued compensation
$38,186
$34,095
Accrued bonus and commissions
27,039
19,835
Accrued vacation
20,647
19,019
Accrued employment taxes
16,468
15,598
Accrued severance and related costs (Note 5)
485
793
Other
6,766
6,473
$109,591
$95,813
note 16 .
accrued employee compensation and benefits .
accrued employee compensation and benefits consisted of the following -in thousands : .

Question: What was the percentage change in Accrued severance and related costs in 2019 from 2018?
Answer: -38.84
For the year ended December 31,
For the year ended December 31,
For the year ended December 31,
2017
2018
2019
Basic earnings/(loss) per share
Profit/(loss) for the year attributable to owners of the Group
15,506
47,683
(100,661)
Less: Dividends on Preference Shares
(10,064)
(10,063)
(10,063)
Profit/(loss) for the year available to owners of the Group
5,442
37,620
(110,724)
Weighted average number of shares outstanding, basic
80,622,788
80,792,837
80,849,818
Basic earnings/(loss) per share
0.07
0.47
(1.37)
Diluted earnings/(loss) per share
Profit/(loss) for the year available to owners of the Group used in the calculation of diluted EPS
5,442
37,620
(110,724)
Weighted average number of shares outstanding, basic
80,622,788
80,792,837
80,849,818
Dilutive potential ordinary shares
643,342
844,185
—
Weighted average number of shares used in the calculation of diluted EPS
81,266,130
81,637,022
80,849,818
Diluted earnings/(loss) per share
0.07
0.46
(1.37)
gaslog ltd .
and its subsidiaries notes to the consolidated financial statements -continued for the years ended december 31 2017 2018 and 2019 -all amounts expressed in thousands of u .
s .
dollars except share and per share data .
29 .
earnings / -losses per share - ‘ ‘ eps ’ ’ .
basic earnings / -losses per share was calculated by dividing the profit / -loss for the year attributable to the owners of the common shares after deducting the dividend on preference shares by the weighted average number of common shares issued and outstanding during the year .
diluted eps is calculated by dividing the profit / -loss for the year attributable to the owners of the group adjusted for the effects of all dilutive potential ordinary shares by the weighted average number of all potential ordinary shares assumed to have been converted into common shares unless such potential ordinary shares have an antidilutive effect .
the following reflects the earnings / -losses and share data used in the basic and diluted earnings / -losses per share computations : .
the group excluded the effect of 2630173 sars and 367162 rsus in calculating diluted eps for the year ended december 31 2019 as they were anti-dilutive -december 31 2018 : 555453 sars and 0 rsus december 31 2017 : 998502 sars and 0 rsus .

Question: Which year was the basic earnings per share the highest?
Answer: 2018
Years ended December 31
Years ended December 31
Years ended December 31
2019 vs 2018
2018 vs 2017
2019
2018
2017
% Change
% Change
(in thousands, except percentages)
(in thousands, except percentages)
(in thousands, except percentages)
(in thousands, except percentages)
(in thousands, except percentages)
Gross profit
$ 865,643
$ 596,267
$ 380,253
45.2 %
56.8 %
Percentage of total revenues
54.9 %
55.6 %
56.5 %
gross profit .
gross profit increased $ 269 .
4 million or 45 .
2 % for the year ended december 31 2019 compared to the same period in 2018 .
as a percentage of total revenues gross profit decreased from 55 .
6 % in the year ended december 31 2018 to 54 .
9 % in the year ended december 31 2019 due to shopify payments representing a larger percentage of total revenue and an increase in amortization of technology related to the 6rs acquisition as well as other platform enhancements .
this was partly offset by lower third-party infrastructure and hosting costs and employee-related costs as a percentage of revenues as well as the relative growth of higher-margin merchant solutions products namely shopify capital and referral fees from partners .
gross profit increased $ 216 .
0 million or 56 .
8 % for the year ended december 31 2018 compared to the same period in 2017 .
as a percentage of total revenues gross profit decreased from 56 .
5 % in the year ended december 31 2017 to 55 .
6 % in the year ended december 31 2018 due to shopify payments representing a larger percentage of total revenue increasing the functionality and flexibility of our hosting infrastructure and higher product costs associated with expanding our product offerings .
this was partly offset by the relative growth of higher-margin merchant solutions products namely referral fees from partners shopify capital and shopify shipping .

Question: What is the gross profit as at year ended December 31, 2017?
Answer: $ 380,253
Fiscal Year
Fiscal Year
Fiscal Year
(In millions, except for percentages)
2019
2018
Income from continuing operations before income taxes
$108
$437
Provision for (benefit from) income taxes
$92
$(690)
Effective tax rate on income from continuing operations
85%
(158)%
provision for income taxes .
we are a u .
s .
-based multinational company subject to tax in multiple u .
s .
and international tax jurisdictions .
a substantial portion of our international earnings were generated from subsidiaries organized in ireland and singapore .
our results of operations would be adversely affected to the extent that our geographical mix of income becomes more weighted toward jurisdictions with higher tax rates and would be favorably affected to the extent the relative geographic mix shifts to lower tax jurisdictions .
any change in our mix of earnings is dependent upon many factors and is therefore difficult to predict .
the increase in our effective tax rate in fiscal 2019 compared to fiscal 2018 was primarily due to one-time benefits from the 2017 tax act in fiscal 2018 .
in addition increases in tax expense in fiscal 2019 are attributable to the valuation allowance on capital losses for which we cannot yet recognize a tax benefit .

Question: What is the Income from continuing operations before income taxes for Fiscal 2018?
Answer: $437
January 31, 2020
February 1, 2019
Unearned license revenue
$19
$15
Unearned subscription and SaaS revenue
1,534
916
Unearned software maintenance revenue
6,700
5,741
Unearned professional services revenue
1,015
767
Total unearned revenue
$9,268
$7,439
unearned revenue .
unearned revenue as of the periods presented consisted of the following -table in millions : .
unearned subscription and saas revenue is generally recognized over time as customers consume the services or ratably over the term of the subscription commencing upon provisioning of the service .
previously unearned subscription and saas revenue was allocated between unearned license revenue and unearned software maintenance revenue in prior periods and has been reclassified to conform with current period presentation .
unearned software maintenance revenue is attributable to vmware ’ s maintenance contracts and is generally recognized over time on a ratable basis over the contract duration .
the weighted-average remaining contractual term as of january 31 2020 was approximately two years .
unearned professional services revenue results primarily from prepaid professional services and is generally recognized as the services are performed .
total billings and revenue recognized during the year ended january 31 2020 were $ 8 .
1 billion and $ 6 .
4 billion respectively and did not include amounts for performance obligations that were fully satisfied upon delivery such as on-premise licenses .
during the year ended january 31 2020 vmware assumed $ 154 million in unearned revenue in the acquisition of carbon black inc .
- “ carbon black ” .
total billings and revenue recognized during the year ended february 1 2019 were $ 6 .
9 billion and $ 5 .
5 billion respectively and did not include amounts for performance obligations that were fully satisfied upon delivery such as on-premise licenses .
revenue recognized during the year ended february 2 2018 was $ 4 .
8 billion and did not include amounts for performance obligations that were fully satisfied upon delivery such as on-premise licenses .

Question: What was unearned software maintenance revenue attributable to?
Answer: VMware’s maintenance contracts
Years Ended December 31,
Years Ended December 31,
Years Ended December 31,
Years Ended December 31,
Years Ended December 31,
2019 (1)(2)
2018 (3)
2017 (4)
2016 (5)
2015
Income Statement Data:
Total revenues
$ 1,258,294
$ 1,009,780
$ 1,024,191
$ 1,005,701
$ 1,045,977
Net income
67,062
68,921
5,135
129,535
85,436
Earnings per share:
Basic
$ 0.58
$ 0.59
$ 0.04
$ 1.10
$ 0.73
Diluted
$ 0.57
$ 0.59
$ 0.04
$ 1.09
$ 0.72
Weighted average common shares outstanding:
Basic
116,175
116,057
118,059
117,533
117,465
Diluted
118,571
117,632
119,444
118,847
118,919
item 6 .
selected financial data .
the following selected financial data has been derived from our consolidated financial statements -in thousands except per share data .
this data should be read together with item 7 “ management ’ s discussion and analysis of financial condition and results of operations ” and the consolidated financial statements and related notes included elsewhere in this annual report .
the financial information below is not necessarily indicative of the results of future operations .
future results could differ materially from historical results due to many factors including those discussed in item 1a risk factors .
-1 the consolidated balance sheet and statement of operations for the year ended december 31 2019 includes the acquisition of speedpay as discussed in note 3 acquisition to our notes to consolidated financial statements in part iv item 15 of this form 10-k .
-2 the consolidated balance sheet and statement of operations for the year ended december 31 2019 reflects the application of accounting standards update - “ asu ” 2016-02 leases -codified as “ asc 842 ” as discussed in note 14 leases to our notes to consolidated financial statements .
-3 the consolidated balance sheet and statement of operations for the year ended december 31 2018 reflects the adoption of asu 2014-09 revenue from contracts with customers -codified as “ asc 606 ” as discussed in note 2 revenue to our notes to consolidated financial statements including a cumulative adjustment of $ 244 .
0 million to retained earnings .
-4 the consolidated statement of operations for the year ended december 31 2017 reflects the baldwin hackett & meeks inc .
- “ bhmi ” judgment .
we recorded $ 46 .
7 million in general and administrative expense and $ 1 .
4 million in interest expense as discussed in note 15 commitments and contingencies to our notes to consolidated financial statements .
-5 the consolidated balance sheet and statement of operations for the year ended december 31 2016 reflects the sale of community financial services assets and liabilities .

Question: What was the total revenues in 2019?
Answer: $ 1,258,294
Three Months Ended
Three Months Ended
Three Months Ended
% Variation
% Variation
December 31, 2019
September 29, 2019
December 31, 2018
Sequential
Year-Over-Year
(Unaudited, in millions)
(Unaudited, in millions)
(Unaudited, in millions)
Automotive and Discrete Group (ADG)
$924
$894
$967
3.3%
(4.5)%
Analog, MEMS and Sensors Group (AMS)
1,085
968
988
12.1
9.9
Microcontrollers and Digital ICs Group (MDG)
742
688
689
7.9
7.6
Others
3
3
4
—
—
Total consolidated net revenues
$2,754
$2,553
$2,648
7.9%
4.0%
on a sequential basis adg revenues were up 3 .
3 % driven by an increase in volumes of approximately 8 % partially offset by a decrease in average selling prices of approximately 5 % mostly attributable to product mix .
ams revenues increased 12 .
1 % driven by analog and imaging products .
ams increase was due to an increase of approximately 5 % in average selling prices entirely due to product mix and to higher volumes of approximately of 7 % .
mdg revenues increased by 7 .
9 % mainly driven by microcontrollers due to both higher average selling prices of approximately 6 % entirely due to product mix and higher volumes of approximately 2 % .
on a year-over-year basis fourth quarter net revenues increased by 4 .
0 % .
adg revenues decreased 4 .
5 % compared to the year-ago quarter on lower revenues in both automotive and power discrete .
the decrease was entirely due to lower average selling prices of approximately 4 % while volumes remained substantially flat .
the decrease in average selling prices was a combination of less favorable product mix and lower selling prices .
ams fourth quarter revenues grew 9 .
9 % year-over-year mainly driven by analog and imaging .
the increase was entirely due to higher average selling prices of approximately 18 % entirely attributable to product mix partially offset by lower volumes of approximately 8 % .
mdg fourth quarter revenues increased by 7 .
6 % mainly driven by microcontrollers .
the increase was due to higher average selling prices of approximately 9 % entirely due to improved product mix .

Question: What is the average net revenues from Automotive and Discrete Group (ADG) for the period December 31, 2019 and 2018?
Answer: 945.5