FangyuLei/tatqa huggingface dataset:
2019
2018
Property and equipment—at cost:
Leasehold improvements
$3,575
$3,825
Equipment
3,041
2,604
Capitalized internal-use software development costs
1,088
916
Furniture and fixtures
526
425
8,230
7,770
Less: accumulated depreciation and amortization
(3,999)
(3,105)
Total property and equipment, net
$4,231
$4,665
property and equipment .
property and equipment are carried at cost .
the following is a summary of property and equipment as of september 30 2019 and 2018-amounts shown in thousands : .
depreciation and amortization of property and equipment are provided using the straight-line method over estimated useful lives ranging from three to ten years .
leasehold improvements are amortized over the shorter of the lease term or estimated useful life of the assets .
depreciation and amortization of property and equipment totaled $ 1 .
4 million $ 0 .
6 million and $ 0 .
3 million for the fiscal years ended september 30 2019 2018 and 2017 respectively .
expenditures for repairs and maintenance are charged to operations .
total repairs and maintenance expenses were $ 0 .
1 million $ 0 .
1 million and $ 0 .
2 million for the fiscal years ended september 30 2019 2018 and 2017 respectively .

Question: What is the average of total repairs and maintenance expenses from 2017 to 2019?
Answer: 0.13
2019
2018
Notes
$ million
$ million
Non-current trade and other receivables
20
5.7
3.5
Cash and cash equivalents
22
183.2
121.6
Current trade and other receivables
20
133.2
126.9
Current other financial assets
20
0.1
–
Financial assets
322.2
252.0
Non-current other payables, excluding government grants
23
0.8
4.4
Current trade payables, other payables and accruals
23
75.4
57.1
Lease liabilities, current and non-current
26
33.0
–
Contractual provisions
28
3.6
3.6
Financial liabilities
112.8
65.1
30 .
financial instruments and financial risk management .
the main purpose of the group ’ s financial instruments other than trade and other receivables trade and other payables contractual provisions and lease liabilities is to fund the group ’ s liquidity requirements .
all of the group ’ s financial assets and liabilities are categorised as financial assets / liabilities stated at amortised cost except for forward foreign currency exchange contracts included within current other financial assets that are designated as financial assets at fair value through profit or loss and corporate owned life insurance amounting to $ 3 .
0 million -2018 $ 2 .
4 million included within non-current trade and other receivables that is designated as financial assets at fair value through profit or loss .
these are shown in the below table : .
the group enters into derivative transactions forward foreign currency exchange contracts for the management of the group ’ s foreign currency exposures when deemed appropriate .
the key objective of the group ’ s treasury department is to manage the financial risks of the business and to ensure that sufficient liquidity is available to the group .
all treasury activity operates within a formal control framework .
the board has approved treasury policies and guidelines and periodically reviews treasury activities .
additionally it is the group ’ s policy that speculative treasury transactions are expressly forbidden .

Question: What is the total financial liabilities in 2019?
Answer: 112.8
Number of Shares (thousands)
Weighted-Average Exercise Price
Weighted-Average Remaining Contractual Term (years)
Aggregate Intrinsic Value(1) (thousands)
Outstanding as of December 31, 2018
4,674
$5.19
Granted
—
$ —
Exercised
(842)
$2.84
Canceled
(130)
$9.41
Outstanding as of December 31, 2019
3,702
$5.57
3.52
$6,395
Vested and exercisable as of December 31, 2019
3,427
$5.49
3.56
$6,210
stock options .
the following tables summarize our stock option activities and related information : .
-1 the aggregate intrinsic value represents the excess of the closing price of our common stock of $ 6 .
87 as of december 31 2019 over theexercise price of the outstanding in-the-money options .

Question: What is the number of shares canceled as of December 31, 2018? 
Answer: (130)
Fiscal Years
Fiscal Years
Fiscal Years
2019
2018
2017
Expected life (months)
6.0
6.0
6.1
Risk-free interest rate
2.37%
2.26%
1.22%
Volatility
54%
50%
53%
employee stock purchase plan .
the weighted average estimated fair value as defined by the amended authoritative guidance of rights issued pursuant to the company ’ s espp during 2019 2018 and 2017 was $ 4 .
28 $ 5 .
18 and $ 6 .
02 respectively .
sales under the espp were 24131 shares of common stock at an average price per share of $ 9 .
76 for 2019 31306 shares of common stock at an average price per share of $ 15 .
40 for 2018 and 38449 shares of common stock at an average price per share of $ 12 .
04 for 2017 .
as of december 29 2019 62335 shares under the 2009 espp remained available for issuance .
the company recorded compensation expenses related to the espp of $ 60000 $ 205000 and $ 153000 in 2019 2018 and 2017 respectively .
the fair value of rights issued pursuant to the company ’ s espp was estimated on the commencement date of each offering period using the following weighted average assumptions : .
the methodologies for determining the above values were as follows : .
• expected term : the expected term represents the length of the purchase period contained in the espp .
• risk-free interest rate : the risk-free interest rate assumption is based upon the risk-free rate of a treasury constant maturity bond with a maturity appropriate for the term of the purchase period .
• volatility : the company determines expected volatility based on historical volatility of the company ’ s common stock for the term of the purchase period .
• dividend yield : the expected dividend assumption is based on the company ’ s intent not to issue a dividend under its dividend policy .

Question: What are the respective weighted average estimated fair value of the company's ESPP during 2018 and 2017?
Answer: $5.18 $6.02
CONSOLIDATED
2019 $’000
2018 $’000
Consolidated income statement
Loss from continuing operations before income tax
(20,111)
(21,033)
Income tax benefit
5,949
6,734
Net loss for the year
(14,162)
(14,299)
Retained earnings at the beginning of the period
4,101
30,790
Transferred in from divested subsidiary
(8,676)
-
Net loss for the year
(14,162)
(14,299)
Dividends paid
-
(12,390)
Retained earnings at the end of the year
(18,737)
4,101
6 .
4 deed of cross guarantee .
pursuant to the iselect deed of cross guarantee - “ the deed ” and in accordance with asic class order 98 / 1418 the subsidiaries identified with a ‘ 2 ’ in note 6 .
2 are relieved from the requirements of the corporations act 2001 relating to the preparation audit and lodgment of their financial reports .
iselect limited and the subsidiaries identified with a ‘ 2 ’ in note 6 .
2 together are referred to as the “ closed group ” .
the closed group with the exception of general brokerage services pty ltd energy watch trading pty ltd procure power pty ltd energy watch services pty ltd and iselect international pty ltd entered into the deed on 26 june 2013 .
general brokerage services pty ltd energy watch trading pty ltd procure power pty ltd and energy watch services pty ltd entered into the deed on 1 july 2014 the date they were acquired as part of the energy watch group acquisition .
iselect international entered the deed on 8 september 2014 .
the effect of the deed is that iselect limited guarantees to each creditor payment in full of any debt in the event of winding up any of the entities in the closed group .
the consolidated income statement of the entities that are members of the closed group is as follows : .

Question: What is the loss from continuing operations before income tax in 2019?
Answer: 20,111
Final
Preliminary
August 31, 2019
November 30, 2018
(In thousands of Canadian dollars)
$
$
Purchase price
Consideration paid at closing
38,876
38,876
Balance due on business combinations
5,005
5,005
43,881
43,881
Net assets acquired
Trade and other receivables
1,308
1,743
Prepaid expenses and other
335
335
Property, plant and equipment
28,785
45,769
Intangible assets
3,978
—
Goodwill
11,093
—
Trade and other payables assumed
(644)
(644)
Contract liabilities and other liabilities assumed
(974)
(3,322)
43,881
43,881
business combination in fiscal 2019 .
purchase of a fibre network and corresponding assets .
on october 3 2018 the corporation ' s subsidiary atlantic broadband completed the acquisition of the south florida fibre network previously owned by fiberlight llc .
the transaction combined with the dark fibers acquired from fiberlight in the second quarter of fiscal 2018 added 350 route miles to atlantic broadband ’ s existing south florida footprint .
the acquisition was accounted for using the purchase method and was subject to post closing adjustments .
the final allocation of the purchase price of this acquisition is as follows : .

Question: What is the increase/ (decrease) in Trade and other receivables from Preliminary, November 30, 2018 to Final August 31, 2019?
Answer: -435
(Dollars in thousands)
2019
2019
2018
2018
Change
Change
Cloud
$133,746
15%
82,627
9%
$51,119
62%
Term license
199,433
22%
178,256
20%
21,177
12%
Maintenance
280,580
30%
263,875
30%
16,705
6%
Subscription (1)
613,759
67%
524,758
59%
89,001
17%
Perpetual license
80,015
9%
109,863
12%
(29,848)
(27)%
Consulting
217,609
24%
256,960
29%
(39,351)
(15)%
$911,383
100%
$891,581
100%
$19,802
2%
results of operations .
revenue .
-1 reflects client arrangements -term license cloud and maintenance that are subject to renewal .
we expect our revenue mix to continue to shift in favor of our subscription offerings particularly cloud arrangements which could result in slower total revenue growth in the near term .
revenue from cloud arrangements is generally recognized over the service period while revenue from term and perpetual license arrangements is generally recognized upfront when the license rights become effective .
subscription revenue .
the increase in cloud revenue in 2019 reflects the shift in client preferences to cloud arrangements from other types of arrangements .
the increase in term license revenue in 2019 was due to several large multi-year term license contracts executed in 2019 .
this increase was partially offset by term license contracts with multi-year committed maintenance periods where a greater portion of the contract value is allocated to maintenance .
the increase in maintenance revenue in 2019 was primarily due to the continued growth in the aggregate value of the installed base of our software and strong renewal rates in excess of 90 % .
perpetual license .
the decrease in perpetual license revenue in 2019 reflects the shift in client preferences in favor of our subscription offerings particularly cloud arrangements .
consulting .
our consulting revenue fluctuates depending upon the mix of new implementation projects we perform as compared to those performed by our enabled clients or led by our partners .
see " our consulting revenue is significantly dependent upon our consulting personnel implementing new license and cloud arrangements " in item 1a of this annual report for additional information .
the decrease in consulting revenue in 2019 was primarily due to a decrease in billable hours .

Question: What is the percentage change in revenue from Cloud services between 2018 and 2019?
Answer: 61.87
Year Ended December 31, 2018
First Quarter
Second Quarter
Third Quarter
Fourth Quarter
Total
Total revenue
$85,326
$105,704
$113,912
$109,731
$414,673
Cost of revenue (exclusive of depreciation and amortization)
36,130
33,765
35,374
55,170
160,439
Total costs and expenses
61,749
58,896
59,655
81,583
261,883
Operating profit
23,577
46,808
54,257
28,148
152,790
Total other income (expense), net
(4,973)
(4,398)
(5,170)
(4,735)
(19,276)
Income before income tax expense (benefit)
18,604
42,410
49,087
23,413
133,514
Net income
18,604
40,816
45,712
22,848
127,980
Less: Net income attributable to noncontrolling interests
18,604
35,266
33,711
16,143
103,724
Net income attributable to GreenSky, Inc.
N/A
5,550
12,001
6,705
24,256
Earnings per share of Class A common stock:
Basic
N/A
$0.10
$0.21
$0.12
$0.43
Diluted(1)
N/A
$0.09
$0.20
$0.11
$0.41
greensky inc .
notes to consolidated financial statements — -continued -united states dollars in thousands except per share data unless otherwise stated .
note 18 .
quarterly consolidated results of operations data -unaudited .
the following table sets forth our quarterly consolidated results of operations data for each of the eight quarters in the period ended december 31 2019 .
gs holdings is our predecessor for accounting purposes and accordingly amounts prior to the reorganization transactions and ipo represent the historical consolidated operations of gs holdings and its subsidiaries .
the amounts during the period from may 24 2018 through december 31 2018 represent those of consolidated greensky inc .
and its subsidiaries .
basic and diluted earnings per share of class a common stock is applicable only for the period from may 24 2018 through december 31 2018 which is the period following the reorganization transactions and ipo .
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 for further information on our organization and see note 2 for further information on our earnings per share .
-1 year-to-date results may not agree to the sum of individual quarterly results due to rounding .

Question: What was the cost of revenue in the fourth quarter?
Answer: 55,170
Years Ended December 31,
Years Ended December 31,
Change
Change
2019
2018
$
%
(dollars in thousands)
(dollars in thousands)
(dollars in thousands)
(dollars in thousands)
Sales and marketing
$15,836
$23,425
$(7,589)
(32)%
Percent of revenues, net
32%
40%
sales and marketing .
sales and marketing expenses in 2019 decreased by $ 7 .
6 million or 32 % as compared to 2018 .
this decrease was primarily due to a reduction in the global sales support and marketing headcount including reductions that were part of our restructuring activities during 2019 -refer to note 4 of the accompanying consolidated financial statements contributing to net decreases of $ 4 .
8 million in personnel-related costs and $ 1 .
0 million in allocated facilities and information technology costs as compared to 2018 .
restructuring costs in 2019 decreased $ 0 .
4 million as there were additional restructuring activities in 2018 including a headcount reduction of approximately 13 % of our workforce and the closure of certain leased facilities .
the remaining decrease during 2019 was primarily the result of lower marketing costs of $ 0 .
6 million as we eliminated or shifted the timing of certain of our marketing activities .

Question: What is the company's respective sales and marketing expenses in 2019 and 2018 as a percentage of its revenue?
Answer: 32% 40%
December 31,
December 31,
December 31,
(In millions)
2019
2018
Short-term borrowings (1)
$ 98.9
$ 232.8
Current portion of long-term debt(2)
16.7
4.9
Total current debt
115.6
237.7
Term Loan A due July 2022
474.6
—
Term Loan A due July 2023
218.2
222.2
6.50% Senior Notes due December 2020
—
424.0
4.875% Senior Notes due December 2022
421.9
421.1
5.25% Senior Notes due April 2023
422.0
421.2
4.50% Senior Notes due September 2023
445.6
454.9
5.125% Senior Notes due December 2024
421.9
421.3
5.50% Senior Notes due September 2025
397.4
397.1
4.00% Senior Notes due December 2027
420.4
—
6.875% Senior Notes due July 2033
445.7
445.5
Other(2)
30.9
29.2
Total long-term debt, less current portion(3)
3,698.6
3,236.5
Total debt(4)
$ 3,814.2
$ 3,474.2
note 14 debt and credit facilities .
our total debt outstanding consisted of the amounts set forth on the following table : .
-1 short-term borrowings of $ 98 .
9 million at december 31 2019 were comprised of $ 89 .
0 million under our revolving credit facility and $ 9 .
9 million of short-term borrowings from various lines of credit .
short-term borrowings of $ 232 .
8 million at december 31 2018 were comprised of $ 140 .
0 million under our revolving credit facility $ 83 .
9 million under our european securitization program and $ 8 .
9 million of short-term borrowings from various lines of credit .
-2 the current portion of long-term debt includes finance lease liabilities of $ 10 .
4 million as of december 31 2019 .
the other debt balance includes $ 28 .
7 million for long-term liabilities associated with our finance leases as of december 31 2019 .
see note 4 " leases " of the notes to condensed consolidated financial statements for additional information on finance and operating lease liabilities .
-3 amounts are net of unamortized discounts and issuance costs of $ 24 .
6 million and $ 24 .
3 million as of december 31 2019 and 2018 respectively .
-4 as of december 31 2019 our weighted average interest rate on our short-term borrowings outstanding was 5 .
0 % and on our long-term debt outstanding was 4 .
8 % .
as of december 31 2018 our weighted average interest rate on our short-term borrowings outstanding was 2 .
8 % and on our long-term debt outstanding was 5 .
4 % .

Question: What is the total Term Loan A due as of December 31, 2019?
Answer: 692.8
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
(in thousands of $)
2019
2018
2017
Realized gain on oil derivative instrument
13,089
26,737
—
Unrealized (loss)/gain on oil derivative instrument 
(39,090)
(9,970)
15,100
(26,001)
16,767
15,100
in relation to the oil derivative instrument -see note 24 the fair value was determined using the estimated discounted cash flows of the additional payments due to us as a result of oil prices moving above a contractual oil price floor over the term of the liquefaction tolling agreement - " lta " .
significant inputs used in the valuation of the oil derivative instrument include management ’ s estimate of an appropriate discount rate and the length of time to blend the long-term and the short-term oil prices obtained from quoted prices in active markets .
the changes in fair value of our oil derivative instrument is recognized in each period in current earnings in " realized and unrealized gain on oil derivative instrument " as part of the consolidated statement of income .
the realized and unrealized -loss / gain on the oil derivative instrument is as follows : .
the unrealized loss / gain results from movement in oil prices above a contractual floor price over term of the lta ; the realized gain results from monthly billings above the base tolling fee under the lta .
for further information on the nature of this derivative refer to note 24 .

Question: In which year was the unrealized loss on oil derivative instrument the highest?
Answer: 2019
Years Ended December 31,
Years Ended December 31,
Years Ended December 31,
2019
2018
2017
Net income
$67,062
$68,921
$5,135
Other comprehensive income (loss):
Foreign currency translation adjustments
1,034
-15,261
16,744
Total other comprehensive income (loss)
1,034
(15,261 )
16,744
Comprehensive income
$68,096
$53,660
$21,879
aci worldwide inc .
and subsidiaries consolidated statements of comprehensive income -in thousands .
the accompanying notes are an integral part of the consolidated financial statements .

Question: What was the net income in 2019?
Answer: $67,062
All amounts in USD ‘000 
2019
2018
2017
Interest Expenses, net of capitalized interest  
34,018
29,753
18,286
Commitment Fee  
-
3,325
760
Amortization of Deferred Financing Costs  
4,372
1,470
1,393
Other financial costs  
-
1
25
Total Interest Expenses  
38,390
34,549
20,464
11 .
interest expenses .
interest expenses consist of interest expense on the long-term debt the commitment fee and amortization of deferred financing costs related to the credit facility described in note 9 .
for the years ended december 31 2019 2018 and 2017 $ 0 .
0 million $ 2 .
6 million and $ 2 .
5 million of interest expenses were capitalized respectively .

Question: What is the percentage change in the total interest expense between 2018 and 2019?
Answer: 11.12
Year ended December 31,
Year ended December 31,
Year ended December 31,
2019 (1)
2018
2017
Revenues
$59.5
$57.6
$56.8
Operating expenses
12.5
12.1
12.3
Guarantee fee
—
—
1.2
fnf .
we are party to certain agreements with fnf including agreements that were entered into when we were related parties .
as a result of the distribution fnf no longer has an ownership interest in us but was still considered a related party until december 1 2019 due to the combination of certain shared board members members of senior management and various agreements .
as of december 1 2019 the chairman of our board of directors no longer serves as one of our executive officers and fnf is no longer considered a related party .
we have various agreements with fnf to provide software data and analytics services as well as corporate shared services and information technology .
we are also a party to certain other agreements under which we incur other expenses or receive revenues from fnf .
a detail of the revenues and expenses net from fnf is as follows -in millions : .
-1 transactions with fnf are summarized through november 30 2019 the date after which fnf is no longer considered a related party .
we paid to fnf a guarantee fee of 1 .
0 % of the outstanding principal of the senior notes -as defined in note 12 — long term debt in exchange for the guarantee by fnf of the senior notes .
for the year ended december 31 2017 the guarantee fee was included in interest expense net on the consolidated statements of earnings and comprehensive earnings .
on april 26 2017 the senior notes were redeemed and we are no longer required to pay a guarantee fee .

Question: Which years did Revenues exceed $55 million?
Answer: 2019 2018 2017
Twelve Months Ended December 31,
Twelve Months Ended December 31,
2019
2018
Transportation
$299,005
$300,124
Industrial
78,369
86,968
Medical
41,901
40,663
Aerospace & Defense
32,569
23,323
Telecom & IT
17,155
19,405
Total
$468,999
$470,483
notes to consolidated financial statements -in thousands except for share and per share data .
disaggregated revenue .
the following table presents revenues disaggregated by the major markets we serve : .

Question: Which major markets had revenues that exceeded $100,000 thousand in 2019?
Answer: Transportation