FangyuLei/tatqa huggingface dataset:
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
2018
2017
2016
2015
2014
(in thousands, except for GPV and per share data)
(in thousands, except for GPV and per share data)
(in thousands, except for GPV and per share data)
(in thousands, except for GPV and per share data)
(in thousands, except for GPV and per share data)
Gross Payment Volume (GPV)(in millions)
$84,654
$65,343
$49,683
$35,643
$23,780
Adjusted Revenue
$1,587,641
$983,963
$686,618
$452,168
$276,310
Adjusted EBITDA
$256,523
$139,009
$44,887
$(41,115)
$(67,741)
Adjusted Net Income (Loss) Per Share:
Basic
$0.55
$0.30
$0.04
$(0.39)
$(0.62)
Diluted
$0.47
$0.27
$0.04
$(0.39)
$(0.62)
key operating metrics and non-gaap financial measures .
we collect and analyze operating and financial data to evaluate the health of our business allocate our resources and assess our performance .
in addition to revenue net loss and other results under generally accepted accounting principles -gaap the following table sets forth key operating metrics and non-gaap financial measures we use to evaluate our business .
we believe these metrics and measures are useful to facilitate period-to-period comparisons of our business and to facilitate comparisons of our performance to that of other payment processors .
each of these metrics and measures excludes the effect of our processing agreement with starbucks which transitioned to another payments solutions provider in the fourth quarter of 2016 .
as we do not expect transactions with starbucks to recur we believe it is useful to exclude starbucks activity to clearly show the impact starbucks has had on our financial results historically .
our agreements with other sellers generally provide both those sellers and us the unilateral right to terminate such agreements at any time without fine or penalty .
gross payment volume -gpv .
we define gpv as the total dollar amount of all card payments processed by sellers using square net of refunds .
additionally gpv includes cash app activity related to peer-to-peer payments sent from a credit card and cash for business .
as described above gpv excludes card payments processed for starbucks .
adjusted revenue .
adjusted revenue is a non-gaap financial measure that we define as our total net revenue less transaction-based costs and bitcoin costs and we add back the impact of the acquired deferred revenue adjustment which was written down to fair value in purchase .
this measure is also adjusted to eliminate the effect of activity with starbucks which ceased using our payments solutions altogether in the fourth quarter of 2016 and we believe that providing adjusted revenue metrics that exclude the impact of our agreement with starbucks is useful to investors .

Question: How much is the change of adjusted EBITDA from 2015 to 2016?
Answer: 86002
Year Ended February 28,
Year Ended February 28,
Year Ended February 28,
2019
2018
2017
Cost of revenues
$723
$653
$374
Research and development
2,061
1,471
1,033
Selling and marketing
2,863
2,314
1,655
General and administrative
5,382
4,860
4,771
$11,029
$9,298
$7,833
stock-based compensation expense is included in the following captions of the consolidated statements of comprehensive income -loss -in thousands : stock-based compensation expense is included in the following captions of the consolidated statements of comprehensive income -loss -in thousands : .
as of february 28 2019 there was $ 25 .
5 million of unrecognized stock-based compensation cost related to non-vested equity awards which is expected to be recognized over a weighted-average remaining vesting period of 2 .
8 years .

Question: How much was the cost of revenues in 2017?
Answer: $374
30 June 2019
30 June 2018
$'000
$'000
Total segment profit before tax
62,583
61,449
Employee benefits expense (non-facility staff)
(23,036)
(20,752)
Interest revenue
8,220
5,778
Distributions from investments
1,344
3,191
Other income
3,034
284
Finance costs
(45,612)
(25,452)
Head office depreciation
(2,079)
(1,909)
Overheads and other expenses
(20,527)
(11,698)
Profit/(loss) before tax
(16,073)
10,891
1 segment performance -continued .
-c other segment information .
-i profit / -loss before tax .
management assesses the performance of the operating segments based on a measure of ebitda .
interest income and expenditure are not allocated to segments as this type of activity is driven by the central treasury function which manages the cash position of the group .
on adoption of aasb 16 from 1 july 2018 associated lease interest is allocated to the respective segments as a finance charge .

Question: What was the percentage change in finance costs between 2018 and 2019?
Answer: 79.21
Year Ended March 31,
Year Ended March 31,
Year Ended March 31,
2019
2018
2017
Cost of sales (1)
$14.9
$13.8
$18.7
Research and development
72.0
42.5
46.8
Selling, general and administrative
62.3
36.9
62.6
Special (income) charges and other, net
17.2
—
—
Pre-tax effect of share-based compensation
166.4
93.2
128.1
Income tax benefit
35.5
28.3
44.2
Net income effect of share-based compensation
$130.9
$64.9
$83.9
note 16 .
share-based compensation .
share-based compensation expense .
the following table presents the details of the company ' s share-based compensation expense -in millions : .
-1 during the year ended march 31 2019 $ 17 .
2 million of share-based compensation expense was capitalized to inventory and $ 14 .
9 million of previously capitalized share-based compensation expense in inventory was sold .
during the year ended march 31 2018 $ 11 .
9 million of share-based compensation expense was capitalized to inventory and $ 13 .
8 million of previously capitalized share-based compensation expense in inventory that was sold .
during the year ended march 31 2017 $ 11 .
3 million of share-based compensation expense was capitalized to inventory .
the amount of sharebased compensation included in cost of sales during fiscal 2017 included $ 14 .
5 million of previously capitalized sharebased compensation expense in inventory was sold and $ 4 .
2 million of share-based compensation expense related to the company ' s acquisition of atmel that was not previously capitalized into inventory .
the amount of unearned share-based compensation currently estimated to be expensed in the remainder of fiscal 2020 through fiscal 2024 related to unvested share-based payment awards at march 31 2019 is $ 253 .
4 million .
the weighted average period over which the unearned share-based compensation is expected to be recognized is approximately 1 .
88 years .

Question: What was the cost of sales in 2017?
Answer: 18.7
Fiscal
Fiscal
Fiscal
2019
2018
2017
Europe/Middle East/Africa (“EMEA”)
36 %
38 %
36 %
Asia–Pacific
33
34
35
Americas
31
28
29
Total
100 %
100 %
100 %
sales and distribution .
we maintain a strong local presence in each of the geographic regions in which we operate .
our net sales by geographic region-1 as a percentage of our total net sales were as follows : .
-1 net sales to external customers are attributed to individual countries based on the legal entity that records the sale .
we sell our products into approximately 150 countries primarily through direct selling efforts to manufacturers .
in fiscal 2019 our direct sales represented approximately 80 % of total net sales .
we also sell our products indirectly via third-party distributors .
we maintain distribution centers around the world .
products are generally delivered to the distribution centers by our manufacturing facilities and then subsequently delivered to the customer .
in some instances however products are delivered directly from our manufacturing facility to the customer .
our global coverage positions us near our customers ’ locations and allows us to assist them in consolidating their supply base and lowering their production costs .
we contract with a wide range of transport providers to deliver our products globally via road rail sea and air .
we believe our balanced sales distribution lowers our exposure to any particular geography and improves our financial profile .

Question: What was the average net sales in Asia-Pacific as a percentage of total net sales across 2017, 2018 and 2019?
Answer: 34
December 31,
December 31,
December 31,
(In thousands)
2019
2018
Software development costs
$428,641
$317,637
Less: accumulated amortization
(184,712)
(107,977)
Software development costs, net
$243,929
$209,660
software development costs .
we capitalize purchased software upon acquisition if it is accounted for as internal-use software or if it meets the future alternative use criteria .
we capitalize incurred labor costs for software development from the time technological feasibility of the software is established or when the preliminary project phase is completed in the case of internal-use software until the software is available for general release .
research and development costs and other computer software maintenance costs related to software development are expensed as incurred .
we estimate the useful life of our capitalized software and amortize its value over that estimated life .
if the actual useful life is shorter than our estimated useful life we will amortize the remaining book value over the remaining useful life or the asset may be deemed to be impaired and accordingly a write-down of the value of the asset may be recorded as a charge to earnings .
upon the availability for general release we commence amortization of the capitalized software costs on a product by product basis .
amortization of capitalized software is recorded using the greater of -i the ratio of current revenues to total and anticipated future revenues for the applicable product or -ii the straightline method over the remaining estimated economic life which is estimated to be three to five years .
at each balance sheet date the unamortized capitalized costs of a software product are compared with the net realizable value of that product .
the net realizable value is the estimated future gross revenues from that product reduced by the estimated future costs of completing and disposing of that product including the costs of performing maintenance and client support required to satisfy our responsibility set forth at the time of sale .
the amount by which the unamortized capitalized costs of a software product exceed the net realizable value of that asset is written off .
if we determine that the value of the capitalized software could not be recovered a write-down of the value of the capitalized software to its recoverable value is recorded as a charge to earnings .
the unamortized balances of capitalized software were as follows : .

Question: What is the Software development costs in 2019?
Answer: $428,641
For the Year Ended December 31, 2019
For the Year Ended December 31, 2018
For the Year Ended December 31, 2017
Interest expense
$125,496
$129,941
$115,099
Amortization and write-off of deferred financing costs
7,746
7,866
6,391
Other
237
109
121
Interest expense and finance cost
$133,479
$137,916
$121,611
navios maritime holdings inc .
notes to the consolidated financial statements -expressed in thousands of u .
s .
dollars — except share data .
note 18 : interest expense and finance cost .
interest expense and finance cost consisted of the following : .

Question: How many years did Other expense and cost exceed $100 thousand?
Answer: 3
Three months ended August 31,
2019 (1)
2018 (2)
Change
Change in constant currency (3)
Foreign exchange impact (3)
(in thousands of dollars, except percentages)
$
$
%
%
$ $
Canadian broadband services
319,935
319,741
0.1
0.1
-
American broadband services
263,738
246,443
7.0
6.0
2,427
583,673
566,184
3.1
2.7
2,427
revenue .
-1 for the three-month period ended august 31 2019 the average foreign exchange rate used for translation was 1 .
3222 usd / cdn .
-2 fiscal 2018 was restated to comply with ifrs 15 and to reflect a change in accounting policy as well as to reclassify results from cogeco peer 1 as discontinued operations .
for further details please consult the " accounting policies " and " discontinued operations " sections .
-3 fiscal 2019 actuals are translated at the average foreign exchange rate of the comparable period of fiscal 2018 which was 1 .
3100 usd / cdn .
fiscal 2019 fourth-quarter revenue increased by 3 .
1 % -2 .
7 % in constant currency resulting from : • growth in the american broadband services segment mainly due to strong organic growth and the fiberlight acquisition .
• stable revenue in the canadian broadband services segment mainly as a result of : ◦ rate increases ; partly offset by ◦ decreases in video and telephony services customers compared to the same period of the prior year primarily due to issues resulting from the implementation of a new customer management system in the second half of fiscal 2018 .

Question: What was the average American broadband services from 2018 to 2019?
Answer: 255090.5
Years Ended December 31,
Years Ended December 31,
2019
2018
Balance of unrecognized tax benefits as of January 1,
$1,226
$37,240
Increases for positions taken in prior years
1,353
657
Rate change
(84)
—
Amount of decreases related to settlements
—
(36,671)
Balance of unrecognized tax benefits as of December 31,
$2,495
$1,226
the following is a tabular reconciliation of the total amounts of unrecognized tax benefits -excluding interest and penalties : .
included in the balance of unrecognized tax benefits as of december 31 2019 and 2018 are $ 2495 and $ 220 respectively of tax benefits that if recognized would affect the effective tax rate .
the company records interest and penalties on unrecognized tax benefits in its provision for income taxes .
accrued interest and penalties are included within the related liability for unrecognized tax benefit line on the consolidated balance sheets .
during the years ended december 31 2019 and 2018 the company accrued interest of $ 114 and $ 0 respectively and recorded liabilities for interest and penalties of $ 252 and $ 0 respectively .
after taking into consideration tax attributes such as net operating loss carryforwards and interest the company ’ s unrecognized tax benefits represent a noncurrent reserve for uncertain tax positions of $ 864 and $ 220 as of december 31 2019 and 2018 respectively .
the u .
s .
internal revenue service completed exams on the company ' s u .
s .
federal income tax returns for years 2012 - 2015 .
with few exceptions the company is no longer subject to state and local income tax examinations by tax authorities for years before 2015 .
the company conducts business and files income tax returns in numerous states .
currently one of the company ' s state tax returns is under examination by a state as part of routine audits conducted in the ordinary course of business .
the future utilization of state net operating losses could potentially subject the company to state examinations prior to the otherwise applicable statute of limitation .
states vary in carryforward periods but generally extend up to 20 years or a period consistent with the federal limits under the tax cuts and jobs act .

Question: What is the average Balance of unrecognized tax benefits as of January 1, for Years Ended December 31, 2018 to 2019?
Answer: 19233
(Dollars in Millions)
April 27, 2019
April 28, 2018
Net Change ($)
Net Change (%)
Net Sales
$1.1
$0.3
$0.8
266.7 %
Gross Profit
$(2.8)
$(3.5)
$0.7
20.0 %
Loss from Operations
$(8.6)
$(11.4)
$2.8
24.6 %
medical segment results .
below is a table summarizing results for the fiscal years ended : .
net sales .
the medical segment had $ 1 .
1 million of net sales in fiscal 2019 compared to $ 0 .
3 million of net sales in fiscal 2018 .
the increase was due to new business gained in fiscal 2019 .
gross profit .
medical segment gross profit was a loss of $ 2 .
8 million in fiscal 2019 compared to a loss of $ 3 .
5 million in fiscal 2018 .
the improvement primarily relates to an increase in sales volumes during fiscal 2019 .
loss from operations .
medical segment loss from operations decreased $ 2 .
8 million to $ 8 .
6 million in fiscal 2019 compared to $ 11 .
4 million in fiscal 2018 .
the decrease was due to an improvement in gross profit and lower selling and administrative expenses .
selling and administrative expenses were reduced by lower marketing and professional fee expenses partially offset by initiatives to reduce overall costs and improve operational profitability of $ 0 .
9 million .

Question: What was the Gross Profit in 2019 and 2018 respectively?
Answer: $(2.8) $(3.5)
As of
December 31, 2019
December 31, 2018
Inventories:
Raw materials
$138.4
$137.3
Work in process
772.9
760.7
Finished goods
321.1
327.2
$1,232.4
$1,225.2
Property, plant and equipment, net:
Land
$125.2
$125.5
Buildings
860.6
820.4
Machinery and equipment
4,275.2
3,980.2
Property, plant and equipment, gross
5,261.0
4,926.1
Less: Accumulated depreciation
(2,669.4)
(2,376.5)
$2,591.6
$2,549.6
Accrued expenses:
Accrued payroll and related benefits
$153.4
$240.8
Sales related reserves
247.3
294.8
Income taxes payable
22.5
38.2
Other
115.6
85.3
$538.8
$659.1
note 8 : balance sheet information .
certain significant amounts included in the company ' s consolidated balance sheets consist of the following -in millions : .
assets classified as held-for-sale consisting primarily of properties are required to be recorded at the lower of carrying value or fair value less any costs to sell .
the carrying value of these assets as of december 31 2019 was $ 1 .
4 million and is reported as other current assets on the company ’ s consolidated balance sheet .
depreciation expense for property plant and equipment including amortization of finance leases totaled $ 409 .
7 million $ 359 .
3 million and $ 325 .
2 million for 2019 2018 and 2017 respectively .
included within sales related reserves are ship and credit reserves for distributors amounting to $ 178 .
7 million and $ 230 .
8 million as of december 31 2019 and 2018 respectively .

Question: What is the change in Inventories: Finished goods from year ended December 31, 2018 to 2019?
Answer: -6.1
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
2019
% Change
2018
% Change
2017
(in thousands, except percentage data)
(in thousands, except percentage data)
(in thousands, except percentage data)
(in thousands, except percentage data)
(in thousands, except percentage data)
Net revenue
$711,391
(7.7)%
$771,060
0.4%
$768,261
Percentage of net revenue
71.2%
72.8%
73.9%
Contribution income
$67,775
(29.7)%
$96,340
14.9%
$83,870
Contribution margin
9.5%
12.5%
10.9%
2019 vs 2018 .
net revenue in connected home segment decreased for the year ended december 31 2019 compared to the prior year .
net revenue from service provider customers fell $ 27 .
8 million compared with the prior year .
in addition the north american home wifi market contracted in fiscal 2019 affecting net revenue from non-service provider customers .
the lower revenue was primarily due to declined net revenue of our home wireless mobile and broadband modem and gateway products .
within home wireless we experienced declines in net revenue from ac router products wifi mesh systems and extenders partially offset by net revenue generated from the introduction of wifi 6 routers .
on a geographic basis we experience net revenue declines across all three regions .
contribution income decreased for the year ended december 31 2019 compared to the prior year primarily due to lower net revenue and lower gross margin attainment .
contribution margin decreased for the year ended december 31 2019 compare to the prior year primarily due to higher product acquisition costs resulting from the burden of section 301 tariffs and inefficiencies associated with commencing manufacturing in new locations increased channel promotion activities and foreign exchange headwinds due to the strengthening of the u .
s .
dollar .
2018 vs 2017 .
2018 vs 2017 connected home segment net revenue increased for the year ended december 31 2018 compared to the prior year .
the increase in connected home net revenue was primarily due to home wireless and broadband modem and modem gateway products partially offset by decreased net revenue from mobile products .
the growth in home wireless was experienced across both service provider and non-service provider channels while the increase in broadband and gateway related solely to non-service provider customers .
in total net revenue from service provider customers fell $ 33 .
5 million compared to the prior year period .
geographically net revenue increased in americas and emea but decreased in apac .
contribution income increased for the year ended december 31 2018 compared to the prior year primarily due to higher net revenue and gross margin attainment mainly due to favorable product mix and lower warranty expense partially offset by higher operating expenses as a proportion of net revenue .

Question: Which region did the net revenue decrease in 2018?
Answer: APAC
Fiscal Year ended January 31,
Fiscal Year ended January 31,
Fiscal Year ended January 31,
2019
2018
2017
Net revenue by product family (1):
Architecture, Engineering and Construction
$1,021.6
$787.5
$810.4
Manufacturing
616.2
528.8
575.2
AutoCAD and AutoCAD LT
731.8
561.4
472.7
Media and Entertainment
182
152.1
138.8
Other
18.2
26.8
33.9
Total net revenue
$2,569.8
$2,056.6
$2,031.0
Net revenue by geographic area:
Americas
U.S.
$874.6
$740.4
$742.1
Other Americas
175.3
130.7
129.8
Total Americas
1,049.9
871.1
871.9
Europe, Middle East and Africa
1,034.3
815.4
800.4
Asia Pacific
485.6
370.1
358.7
Total net revenue
$2,569.8
$2,056.6
$2,031.0
Net revenue by sales channel:
Indirect
$1,830.8
$1,443.8
$1,468.9
Direct
739.0
612.8
562.1
Total net revenue
$2,569.8
$2,056.6
$2,031.0
revenue disaggregation .
autodesk recognizes revenue from the sale of -1 product subscriptions cloud service offerings and flexible enterprise business agreements - " ebas " -2 renewal fees for existing maintenance plan agreements that were initially purchased with a perpetual software license and -3 consulting training and other goods and services .
the three categories are presented as line items on autodesk ' s consolidated statements of operations .
information regarding the components of autodesk ' s net revenue from contracts with customers by geographic location product family and sales channel is as follows : .
-1 due to changes in the go-to-market offerings of our autocad product subscription prior period balances have been adjusted to conform to current period presentation .
payments for product subscriptions industry collections cloud subscriptions and maintenance subscriptions are typically due up front with payment terms of 30 to 45 days .
payments on ebas are typically due in annual installments over the contract term with payment terms of 30 to 60 days .
autodesk does not have any material variable consideration such as obligations for returns refunds or warranties or amounts payable to customers for which significant estimation or judgment is required as of the reporting date .
as of january 31 2019 autodesk had total billed and unbilled deferred revenue of $ 2 .
7 billion which represents the total contract price allocated to undelivered performance obligations which are generally recognized over the next three years .
we expect to recognize $ 1 .
9 billion or 72 % of this revenue during the next 12 months .
we expect to recognize the remaining $ 0 .
8 billion or 28 % of this revenue thereafter .
we expect that the amount of billed and unbilled deferred revenue will change from quarter to quarter for several reasons including the specific timing duration and size of customer subscription and support agreements varying billing cycles of such agreements the specific timing of customer renewals and foreign currency fluctuations .

Question: What is the total revenue from Manufacturing from 2018 to 2019? 
Answer: 1145