FangyuLei/tatqa huggingface dataset:
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
2019
2018
2017
(dollars in thousands)
(dollars in thousands)
(dollars in thousands)
Cost of revenue
$149,215
$144,349
$142,867
Gross profit
$427,308
$393,542
$339,118
Gross margin
74.1%
73.2%
70.4%
cost of revenue gross profit and gross margin .
cost of revenue increased $ 4 .
9 million or 3 % in 2019 as compared to 2018 .
the increase in cost of revenue was primarily due to $ 12 .
1 million in increased personnel expenses stock-based compensation and overhead costs $ 3 .
9 million in increased content costs $ 3 .
6 million in increased amortization of acquired intangible assets and $ 1 .
6 million in increased capitalized software amortization .
these increased costs were partially offset by $ 16 .
4 million in decreased external implementation professional service costs .
these costs were incurred to service our existing customers and support our continued growth .
the improvement in gross margin was primarily due to a higher mix of subscription revenue which carries a higher gross margin .
cost of revenue increased $ 1 .
5 million or 1 % in 2018 as compared to 2017 .
the increase in cost of revenue was primarily due to $ 6 .
0 million in increased capitalized software amortization and $ 4 .
5 million in increased content costs .
these increased costs were partially offset by $ 6 .
6 million in decreased amortization of acquired intangible assets and $ 2 .
9 million in external implementation service costs .
these costs were incurred to service our existing customers and support our continued growth .
the improvement in gross margin was primarily due to a higher mix of subscription revenue which carries a higher gross margin .

Question: What was the cost of revenue in 2019?
Answer: $149,215
All figures in USD ‘000 
Fair Value Hierarchy Level
2019 Fair Value
2019 Carrying Value
2018 Fair Value
2018 Carrying Value
Recurring:               
Cash and Cash Equivalents  
1
48,847
48,847
49,327
49,327
Restricted Cash  
1
12,791
12,791
-
-
Credit Facility  
2
-
-
(313,400)
(313,400)
2019 Senior Secured Credit Facility*  
2
(291,798)
(291,798)
-
-
Investment Securities  
1
825
825
4,197
4,197
Vessel financing 2018 Newbuildings*  
2
(119,867)
(119,867)
(127,140)
(127,140)
16 .
financial instruments and other fair value disclosures .
the majority of nat and its subsidiaries ’ transactions assets and liabilities are denominated in united states dollars the functional currency of the company .
there is no significant risk that currency fluctuations will have a negative effect on the value of the company ’ s cash flows .
the company categorizes its fair value estimates using a fair value hierarchy based on the inputs used to measure fair value for those assets that are recorded on the balance sheet at fair value .
the fair value hierarchy has three levels based on the reliability of the inputs used to determine fair value as follows : .
level 1 .
quoted prices -unadjusted in active markets for identical assets or liabilities that the reporting entity can access at the measurement date .
level 2 .
inputs other than the quoted prices in active markets that are observable either directly or indirectly ; and .
level 3 .
unobservable inputs in which there is little or no market data which require the reporting entity to develop its own assumptions .
the following methods and assumptions were used to estimate the fair value of each class of financial instruments and other financial assets .
- the carrying value of cash and cash equivalents and marketable securities is a reasonable estimate of fair value .
- the estimated fair value for the long-term debt is considered to be equal to the carrying values since it bears spreads and variable interest rates which approximate market rates .
the carrying value and estimated fair value of the company ` s financial instruments at december 31 2019 and 2018 are as follows : .
* the 2019 senior secured credit facility and vessel financing 2018 newbuildings carry a floating libor interest rate plus a margin and the fair value is assumed to equal the carrying value .

Question: What is the average value of the 2018 and 2019 fair value of the company's cash and cash equivalents?
Answer: 49087
Leased land and buildings
Leased plants and machinery
Leased fixtures, fittings, tools and equipment
Total right-of-use assets
£m
£m
£m
£m
Cost:
Transition adjustment at 1st January 2019
27.2
7.0
1.9
36.1
Reclassification from long-term prepayments
5.1
–
–
5.1
Additions
7.2
4.2
0.3
11.7
Acquisitions
0.8
0.3
–
1.1
Disposals
(0.2)
(0.1)
–
(0.3)
Exchange adjustments
(1.5)
(0.4)
(0.1)
(2.0)
At 31st December 2019
38.6
11.0
2.1
51.7
Depreciation:
Charged in the year
7.0
3.7
0.6
11.3
Disposals
(0.1)
–
–
(0.1)
Exchange adjustments
(0.2)
(0.1)
–
(0.3)
At 31st December 2019
6.7
3.6
0.6
10.9
Net book value:
At 31st December 2019
31.9
7.4
1.5
40.8
14 leases .
right-of-use assets .
the vast majority of the right-of-use asset value relates to leased property where the group leases a number of office and warehouse sites in a number of geographical locations .
the remaining leases are largely made up of leased motor vehicles where the group makes use of leasing cars for sales and service engineers at a number of operating company locations .
the average lease term is 4 .
3 years .

Question: What is the vast majority of the right-of-use asset value related to?
Answer: leased property where the Group leases a number of office and warehouse sites in a number of geographical locations
2019
2018
Cash flows provided by operating activities
$115.3
$66.8
Payments for property, plant and equipment
(90.6)
(62.8)
Free cash flow
24.7
4.0
free cash flow .
we define free cash flow - " fcf " a non-gaap financial measure as cash flow provided by operations less capital expenditures .
fcf was $ 24 .
7 million for fiscal 2019 compared to $ 4 .
0 million for fiscal 2018 an increase of $ 20 .
7 million .
non-gaap financial measures including fcf are used for internal management assessments because such measures provide additional insight to investors into ongoing financial performance .
in particular we provide fcf because we believe it offers insight into the metrics that are driving management decisions .
we view fcf as an important financial metric as it demonstrates our ability to generate cash and can allow us to pursue opportunities that enhance shareholder value .
fcf is a non-gaap financial measure that should be considered in addition to not as a substitute for measures of our financial performance prepared in accordance with gaap .
a reconciliation of fcf to our financial statements that were prepared using gaap follows -in millions : .

Question: What was the free cash flow in 2018?
Answer: 4.0
As of December 31,
As of December 31,
2018
2019
Various guarantees
451
388
Other long-term assets
2,092
1,613
Cash collaterals on swaps
—
22,220
Total
2,543
24,221
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 .
10 .
other non-current assets .
other non-current assets consist of the following : .
cash collaterals on swaps represent cash deposited for the group ’ s interest rate swaps being the difference between their fair value and an agreed threshold .

Question: What was the percentage change in total other non-current assets from 2018 to 2019?
Answer: 852.46
December 31, 2019
Prepaid Expenses and Other Current Assets
Other Assets
Other Current Liabilities
Other Liabilities
Derivatives designated as hedging instruments:   
Foreign exchange forward contracts
$226
$139
$369
$230
Total derivatives designated as hedging instruments
$226
$139
$369
$230
Derivatives not designated as hedging instruments:
Foreign exchange forward contracts
$973
$—
$1,807
$—
Interest rate swap contracts .
—
—
406
7,209
Total derivatives not designated as hedging instruments .
$973
$—
$2,213
$7,209
Total derivative instruments .
$1,199
$139
$2,582
$7,439
9 .
derivative financial instruments .
as a global company we are exposed in the normal course of business to interest rate and foreign currency risks that could affect our financial position results of operations and cash flows .
we use derivative instruments to hedge against these risks and only hold such instruments for hedging purposes not for speculative or trading purposes .
depending on the terms of the specific derivative instruments and market conditions some of our derivative instruments may be assets and others liabilities at any particular balance sheet date .
we report all of our derivative instruments at fair value and account for changes in the fair value of derivative instruments within “ accumulated other comprehensive loss ” if the derivative instruments qualify for hedge accounting .
for those derivative instruments that do not qualify for hedge accounting -i .
e .
“ economic hedges ” we record the changes in fair value directly to earnings .
see note 11 .
“ fair value measurements ” to our consolidated financial statements for information about the techniques we use to measure the fair value of our derivative instruments .
the following tables present the fair values of derivative instruments included in our consolidated balance sheets as of december 31 2019 and 2018 -in thousands : .

Question: What risks are hedged using the derivative instruments?
Answer: interest rate and foreign currency risks
2019
2018
Employee Grants
Employee Grants
Weighted-average Black-Scholes option pricing model assumptions:
Volatility
73.01%
82.00%
Expected term (in years)
6
6
Risk-free rate
2.22%
2.24%
Expected dividend yield
0.0%
0.0%
Weighted average grant date fair value per share
$2.10
$2.22
the company estimates the fair values of stock options using the black-scholes option-pricing model on the date of grant .
for the years ended december 31 2019 and 2018 the assumptions used in the black-scholes option pricing model which was used to estimate the grant date fair value per option were as follows : .
the risk-free interest rate is the united states treasury rate for the day of the grant having a term equal to the life of the equity instrument .
the volatility is a measure of the amount by which the company ’ s share price has fluctuated or is expected to fluctuate ; the company used its common stock volatility along with the average of historic volatilities of comparative companies .
the dividend yield is zero as the company has not made any dividend payment and has no plans to pay dividends in the foreseeable future .
the company determines the expected term of its stock option awards by using the simplified method which assumes each vesting tranche of the award has a term equal to average of the contractual term and the vesting period .
as of december 31 2019 total compensation cost not yet recognized related to unvested stock options was approximately $ 0 .
8 million which is expected to be recognized over a weighted-average period of 2 .
3 years .

Question: What are the respective volatility of the 2018 and 2019 employee grants?
Answer: 82.00% 73.01%
Year ended December 31,
Year ended December 31,
Year ended December 31,
(In thousands)
2018
2017
Major income and expense line items related to Netsmart:
Revenue:
Software delivery, support and maintenance
$214,065
$198,204
Client services
131,166
110,430
Total revenue
345,231
308,634
Cost of revenue:
Software delivery, support and maintenance
60,100
51,079
Client services
94,061
78,317
Amortization of software development and acquisition related assets
34,357
29,876
Total cost of revenue
188,518
159,272
Gross profit
156,713
149,362
Selling, general and administrative expenses
125,807
85,583
Research and development
25,315
17,937
Amortization of intangible and acquisition-related assets
24,029
16,409
Income from discontinued operations of Netsmart
(18,438)
29,433
Interest expense
(59,541)
(49,939)
Other income
101
925
Loss from discontinued operations of Netsmart before income taxes
(77,878)
(19,581)
Income tax benefit
22,933
45,253
(Loss) income from discontinued operations, net of tax for Netsmart
$(54,945)
$25,672
netsmart discontinued operation .
on december 31 2018 we sold all of the class a common units of netsmart held by the company in exchange for $ 566 .
6 million in cash plus a final settlement as determined following the closing .
prior to the sale netsmart comprised a separate reportable segment which due to its significance to our historical consolidated financial statements and results of operations is reported as a discontinued operation as a result of the sale .
refer to note 4 “ business combinations and other investments ” for additional information about this transaction .
the following table summarizes netsmart ’ s major income and expense line items as reported in the consolidated statements of operations for the years ended december 31 2018 and 2017 : .
-1 activity includes both netsmart and intercompany transactions that would not have been eliminated if netsmart ’ s results were not consolidated .

Question: What was the Total revenue in 2018?
Answer: 345,231
USDm
2019
2018
2017
Reconciliation to revenue
Revenue
692.6
635.4
657.0
Port expenses, bunkers and commissions
-267.7
-283.0
-259.9
TCE earnings
424.9
352.4
397.1
alternative performance measures .
time charter equivalent -tce earnings : .
torm defines tce earnings a performance measure as revenue after port expenses bunkers and commissions incl .
freight and bunker derivatives .
the company reports tce earnings because we believe it provides additional meaningful information to investors in relation to revenue the most directly comparable ifrs measure .
tce earnings is a standard shipping industry performance measure used primarily to compare period-to-period changes in a shipping company ’ s performance irrespective of changes in the mix of charter types -i .
e .
spot charters time charters and bareboat charters under which the vessels may be employed between the periods .
below is presented a reconciliation from revenue to tce earnings : .

Question: How is TCE earnings defined?
Answer: TORM defines TCE earnings, a performance measure, as revenue after port expenses, bunkers and commissions incl. freight and bunker derivatives
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
Selected Consolidated Statements of Operations Data:
2019
2018
2017
2016
2015
Total revenue
$529,646
$414,673
$325,887
$263,865
$173,457
Cost of revenue (exclusive of depreciation and amortization)
248,580
160,439
89,708
79,145
36,506
Total costs and expenses
408,693
261,883
180,288
144,054
80,351
Operating profit
120,953
152,790
145,599
119,811
93,106
Total other income (expense), net
(32,105)
(19,276)
(6,931)
4,653
713
Income before income tax expense
88,848
133,514
138,668
124,464
93,819
Income tax expense (benefit)
(7,125)
5,534
—
—
—
Net income
95,973
127,980
138,668
124,464
93,819
Net income attributable to noncontrolling interests
63,993
103,724
N/A
N/A
N/A
Net income attributable to GreenSky, Inc.
31,980
24,256
N/A
N/A
N/A
Earnings per share of Class A common stock(1):
Basic
$0.52
$0.43
N/A
N/A
N/A
Diluted
$0.49
$0.41
N/A
N/A
N/A
item 6 .
selected financial data -dollars in thousands except per share data and unless otherwise indicated .
the selected consolidated statements of operations data for the years ended december 31 2019 2018 and 2017 and the selected consolidated balance sheet data as of december 31 2019 and 2018 were derived from our consolidated financial statements included in item 8 of this form 10-k .
the selected consolidated statements of operations data for the years ended december 31 2016 and 2015 and the selected consolidated balance sheet data as of december 31 2017 and 2016 were derived from our audited consolidated financial statements not included in this form 10-k .
our historical results are not necessarily indicative of the results to be expected in the future .
you should read the following financial information together with the information under item 7 " management ' s discussion and analysis of financial condition and results of operations " and the consolidated financial statements and related notes included in item 8 .
gs holdings and gsllc are our predecessors for accounting purposes and accordingly amounts prior to the reorganization transactions and ipo represent the historical consolidated operations of either gs holdings or gsllc and its subsidiaries .
the amounts as of december 31 2019 and 2018 and during the period from may 24 2018 through december 31 2019 represent those of consolidated greensky inc .
and its subsidiaries .
prior to the reorganization transactions and ipo greensky inc .
did not engage in any business or other activities except in connection with its formation and initial capitalization .
see note 1 to the notes to consolidated financial statements in item 8 for further information on our organization .
-1 basic and diluted earnings per share of class a common stock are applicable only for the period from may 24 2018 through december 31 2019 which is the period following the reorganization transactions and ipo .
see note 2 to the notes to consolidated financial statements in item 8 for further information .

Question: What was the percentage change in operating profit between 2015 and 2016?
Answer: 28.68
April 27, 2019
April 28, 2018
April 29, 2017
Numerator:
Net Income (in millions)
$91.6
$57.2
$92.9
Denominator:
Denominator for Basic Earnings Per Share-Weighted Average Shares
Outstanding and Vested/Unissued Restricted Stock Units
37,405,298
37,281,630
37,283,096
Dilutive Potential Common Shares-Employee Stock Options,
Restricted Stock Awards and Restricted Stock Units
264,262
260,269
202,605
Denominator for Diluted Earnings Per Share
37,669,560
37,541,899
37,485,701
Basic and Diluted Income Per Share:
Basic Income Per Share
$2.45
$1.54
$2.49
Diluted Income Per Share
$2.43
$1.52
$2.48
8 .
income per share .
basic income per share is calculated by dividing net earnings by the weighted average number of common shares outstanding for the applicable period .
diluted income per share is calculated after adjusting the denominator of the basic income per share calculation for the effect of all potential dilutive common shares outstanding during the period .
the following table sets forth the computation of basic and diluted income per share : .
for fiscal 2019 options and rsus of 83939 were excluded from the computation of diluted net income per share as their effect would have been anti-dilutive .
for fiscal 2018 and fiscal 2017 the company had no options or rsus that were excluded from the computation of diluted net income per shares .
rsas for 594382 shares in fiscal 2019 363413 shares in fiscal 2018 and 779000 shares in fiscal 2017 were excluded from the calculation of diluted net income per share as these awards contain performance conditions that would not have been achieved as of the end of each reporting period had the measurement period ended as of that date .

Question: What is the average Outstanding and Vested/Unissued Restricted Stock Units for 2017-2019?
Answer: 37323341.33
Balance at July 28, 2018
Acquisitions & Divestitures
Other
Balance at July 27, 2019
Americas
$19,998
$1,240
$(118)
$21,120
EMEA
7,529
486
(38)
7,977
APJC
4,179
274
(21)
4,432
Total
$31,706
$2,000
$(177)
$33,529
5 .
goodwill and purchased intangible assets .
-a goodwill .
the following tables present the goodwill allocated to our reportable segments as of july 27 2019 and july 28 2018 as well as the changes to goodwill during fiscal 2019 and 2018 -in millions : .
“ other ” in the tables above primarily consists of foreign currency translation as well as immaterial purchase accounting adjustments .

Question: What was the percentage change in the total balance between 2018 and 2019?
Answer: 5.75
Fiscal Year Ended August 31,
Fiscal Year Ended August 31,
Fiscal Year Ended August 31,
2019
2018
2017
Restricted stock units
$53,766
$84,082
$42,122
Employee stock purchase plan (1)
7,580
6,891
6,334
Other
—
7,538
88
Total
$61,346
$98,511
$48,544
11 .
stockholders ’ equity .
the company recognized stock-based compensation expense within selling general and administrative expense as follows -in thousands : .
-1 for the fiscal year ended august 31 2018 represents a one-time cash-settled stock award that vested on november 30 2017 .

Question: What were the restricted stock units in 2019?
Answer: $53,766
As at December 31,
Pension 2019
Other 2019
Pension 2018
Other 2018
Actuarial benefit obligation
Discount rate
3.20%
2.95% to 3.20%
3.80%
3.80% to 4.00%
Benefit costs for the year ended
Discount rate
3.90%
3.90% to 4.00%
3.60%
3.25% to 3.60%
Future salary growth
2.50%
N/A
2.50%
N/A
Health care cost trend rate
N/A
3.49% to 5.49%
N/A
4.50%
Other medical trend rates
N/A
4.00% to 4.56%
N/A
4.50%
the following are the significant assumptions adopted in measuring the company ’ s pension and other benefit obligations : .
for certain canadian post-retirement plans the above trend rates are applicable for 2019 to 2024 which will increase linearly to 4 .
75 % in 2029 and grading down to an ultimate rate of 3 .
57 % per annum in 2040 and thereafter .

Question: What is the total pension discount rate for actuarial benefit obligation for 2018 and 2019?
Answer: 7
Year Ended May 31,
Year Ended May 31,
Year Ended May 31,
Year Ended May 31,
(in millions)
2019
2018
2017
Cloud and license:
revenues (1)
$32,582
$32,041
$30,452
Cloud services and license support expenses
3,597
3,441
2,881
Sales and marketing expenses
7,398
7,213
6,770
Margin (2)
$21,587
$21,387
$20,801
Hardware:
revenues
$3,704
$3,994
$4,152
Hardware products and support expenses
1,327
1,547
1,618
Sales and marketing expenses
520
643
825
Margin (2)
$1,857
$1,804
$1,709
Services:
revenues
$3,240
$3,395
$3,359
Services expenses
2,703
2,729
2,661
Margin (2)
$537
$666
$698
Totals:
revenues (1)
$39,526
$39,430
$37,963
Expenses
15,545
15,573
14,755
Margin (2)
$23,981
$23,857
$23,208
the following table presents summary results for each of our three businesses for each of fiscal 2019 2018 and 2017 : .
-1 cloud and license revenues presented for management reporting included revenues related to cloud and license obligations that would have otherwise been recorded by the acquired businesses as independent entities but were not recognized in our consolidated statements of operations for the periods presented due to business combination accounting requirements .
see note 9 for an explanation of these adjustments and the table below for a reconciliation of our total operating segment revenues to our total consolidated revenues as reported in our consolidated statements of operations .
-2 the margins reported reflect only the direct controllable costs of each line of business and do not include allocations of product development general and administrative and certain other allocable expenses net .
additionally the margins reported above do not reflect amortization of intangible assets acquisition related and other expenses restructuring expenses stock-based compensation interest expense or non-operating income net .
refer to the table below for a reconciliation of our total margin for operating segments to our income before provision for income taxes as reported per our consolidated statements of operations .

Question: What was the percentage change in hardware revenues from 2017 to 2018?
Answer: -3.81