FangyuLei/tatqa huggingface dataset:
Fiscal Years
Fiscal Years
2018
2017
Revenue (1)
$—
$660
Cost of revenue (1)
(596)
2,252
Gross profit (loss)
596
(1,592)
Operating expenses:   
Research and development (1)
5,251
29,167
Selling, general and administrative (1)
1,560
13,840
Total operating expenses
6,811
43,007
Loss from discontinued operations (1)
(6,215)
(44,599)
Other income (2)
—
7,500
Gain on sale (2)
—
18,022
Loss income before income taxes
(6,215)
(19,077)
Income tax provision (benefit)
—
—
Loss income from discontinued operations
(6,215)
(19,077)
Cash flow used in Operating Activities (1)
(10,734)
(42,776)
Cash flow from Investing Activities (2)
—
25,522
discontinued operations .
on october 27 2017 we entered into a purchase agreement to sell the compute business .
in consideration for the transfer and sale of the compute business we received an equity interest in the buyer valued at approximately $ 36 .
5 million representing the carrying value of the assets divested and representing less than 20 .
0 % of the buyer ' s total outstanding equity .
the operations of the compute business were accounted for as discontinued operations through the date of divestiture .
we also entered into a transition services agreement -the " compute tsa " pursuant to which we agreed to perform certain primarily general and administrative functions on the buyer ' s behalf during a migration period and for which we are reimbursed for costs incurred .
during the fiscal year 2019 we received $ 0 .
1 million of reimbursements under the compute tsa which was recorded as a reduction of our general and administrative expenses .
during the fiscal year 2018 we received $ 3 .
6 million of reimbursements under the compute tsa which was recorded as a reduction of our general and administrative expenses .
in august of fiscal year 2015 we sold our automotive business as the automotive business was not consistent with our long-term strategic vision from both a growth and profitability perspective .
additionally we entered into a consulting agreement with the buyer pursuant to which we were to provide the buyer with certain non-design advisory services for a period of two years following the closing of the transaction for up to $ 15 .
0 million from which we have recorded $ 7 .
5 million as other income during both fiscal years 2017 and 2016 .
no income was recognized during fiscal years 2019 or 2018 .
during fiscal year 2017 we received $ 18 .
0 million the full amount of the indemnification escrow .
the accompanying consolidated statements of operations includes the following operating results related to these discontinued operations -in thousands : .
-1 amounts are associated with the compute business .
-2 amounts are associated with the automotive business .

Question: What was the change in the Selling, general and administrative expense from 2017 to 2018?
Answer: -12280
Indicators
For the year ended 31 December
For the year ended 31 December
2019
2018
Total GHG emissions (Scopes 1 and 2) (tonnes)
743,287.01
612,521.16
Direct GHG emissions (Scope 1) (tonnes)
316.35
36.76
Including: Diesel (tonnes)
316.35
36.76
Indirect GHG emissions (Scope 2) (tonnes)
742,970.66
612,484.40
Including: Purchased electricity (tonnes)
742,970.66
612,484.40
Hazardous waste (tonnes)
8.00
–
Non-hazardous waste (tonnes)
1,811.27
1,350.76
1 .
2 data centres .
note : 1 .
due to its business nature the significant air emissions of the group are ghg emissions arising mainly from fuels and purchased electricity produced from fossil fuels .
2 .
the group ’ s ghg inventory includes carbon dioxide methane and nitrous oxide .
ghg emissions data for the year ended 31 december 2019 is presented in carbon dioxide equivalent and is calculated based on the “ 2017 baseline emission factors for regional power grids in china for cdm and ccer projects ” issued by the ministry of ecology and environment of china and the “ 2006 ipcc guidelines for national greenhouse gas inventories ” issued by the intergovernmental panel on climate change -ipcc .
3 .
diesel is consumed by backup power generators .
4 .
hazardous waste produced by the group ’ s office buildings mainly includes waste toner cartridge and waste ink cartridge from printing equipment .
waste toner cartridge and waste ink cartridge are centralised and disposed of by printing suppliers .
such data covers all office buildings of the group in mainland china .
5 .
non-hazardous waste produced by the group ’ s office buildings mainly includes domestic waste and non-hazardous office waste .
domestic waste is disposed of by the property management companies and kitchen waste recycling vendors and its data is not available therefore estimation of domestic waste is made with reference to “ handbook on domestic discharge coefficients for towns in the first nationwide census on contaminant discharge ” published by the state council .
non-hazardous office waste is centralised for disposal by vendors ; hence such data covers all office buildings of the group in mainland china .
6 .
hazardous waste produced by the group ’ s data centres mainly includes waste lead-acid accumulators .
waste lead-acid accumulators are disposed of by qualified waste recycling vendors .
7 .
non-hazardous waste produced by the group ’ s data centres mainly includes waste servers and waste hard drives .
waste servers and destroyed waste hard drives are centralised and recycled by waste recycling vendors .
such data covers all the group ’ s data centres .

Question: Where does the Group's significant air emissions arise from?
Answer: fuels and purchased electricity produced from fossil fuel
September 28, 2019 As Reported
Adjustments due to Topic 606
September 28, 2019 As Adjusted - Without Adoption of Topic 606
ASSETS
   Contract assets
$90,841
$90,841
$—
Inventories
700,938
(81,895)
782,833
LIABILITIES AND SHAREHOLDERS' EQUITY
Other accrued liabilities
$106,461
$(375)
$106,836
Retained earnings
1,178,677
9,321
1,169,356
15 .
revenue from contracts with customers .
impact of adopting topic 606 .
the effects of the adoption on the company ' s consolidated financial statements for the fiscal year ended september 28 2019 was as follows -in thousands : .

Question: What was the adjustments due to Topic 606 for Contract Assets?
Answer: 90,841
(dollars in millions)
(dollars in millions)
Years Ended December 31,
2019
2018
Net cash provided by operating activities
$ 35,746
$ 34,339
Less Capital expenditures (including capitalized software)
17,939
16,658
Free cash flow
$ 17,807
$ 17,681
free cash flow .
free cash flow is a non-gaap financial measure that reflects an additional way of viewing our liquidity that when viewed with our gaap results provides a more complete understanding of factors and trends affecting our cash flows .
free cash flow is calculated by subtracting capital expenditures from net cash provided by operating activities .
we believe it is a more conservative measure of cash flow since purchases of fixed assets are necessary for ongoing operations .
free cash flow has limitations due to the fact that it does not represent the residual cash flow available for discretionary expenditures .
for example free cash flow does not incorporate payments made on finance lease obligations or cash payments for business acquisitions or wireless licenses .
therefore we believe it is important to view free cash flow as a complement to our entire consolidated statements of cash flows .
the following table reconciles net cash provided by operating activities to free cash flow : .
the increase in free cash flow during 2019 is a reflection of the increase in operating cash flows partially offset by the increase in capital expenditures discussed above .

Question: What was the change in the net cash provided by operating activities from 2018 to 2019?
Answer: 1407
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
(In thousands)
2019
2018
2017
2019 % Change from 2018
2018 % Change from 2017
Revenue
$161,216
$140,326
$69,879
14.9%
100.8%
Gross profit
$104,896
$100,708
$43,817
4.2%
129.8%
Gross margin %
65.1%
71.8%
62.7%
Income from operations
$43,996
$43,641
$23,816
0.8%
83.2%
Operating margin %
27.3%
31.1%
34.1%
veradigm .
our veradigm segment derives its revenue from the provision of data-driven clinical insights with actionable tools for clinical workflow research analytics and media .
its solutions targeted at key healthcare stakeholders help improve the quality efficiency and value of healthcare delivery – from biopharma to health plans healthcare providers and patients and health technology partners among others .
year ended december 31 2019 compared with the year ended december 31 2018 .
veradigm revenue increased during the year ended december 31 2019 compared with the prior year comparable period due to an increase in organic sales .
gross profit and income from operations increased for during the year ended december 31 2019 due to an increase in organic sales and cost reductions partially offset with headcount growth and hosting migration costs .
the acquisition of practice fusion during the first quarter of 2018 also contributed to the increases .
gross margin and operating margin decreased during the year ended december 31 2019 compared with the prior year comparable period primarily due to -i an increase in hosting migration costs -ii costs associated with recent acquisitions -iii headcount growth and -iv partially offset with other cost reductions .
year ended december 31 2018 compared with the year ended december 31 2017 .
veradigm revenue gross profit gross margin and income from operations increased during the year ended december 31 2018 compared with the prior year comparable period primarily due to the acquisition of practice fusion during the first quarter of 2018 .
operating margin decreased during 2018 primarily due to higher personnel costs related to incremental resources from the practice fusion acquisition and to support anticipated new hosting client golives .

Question: What is the change in Income from operations between 2019 and 2017?
Answer: 20180
As of December 31,
As of December 31,
2019
2018
Liability component:
Principal
$92,000
$115,000
Less: debt discount, net of amortization
(12,776)
(20,903)
Net carrying amount
$79,224
$94,097
Equity component (1)
(14,555)
22,094
the 2022 notes consist of the following -in thousands : .
-1 recorded in the consolidated balance sheet within additional paid-in capital net of $ 0 .
8 million transaction costs in equity .
december 31 2019 also includes $ 36 .
7 million market premium representing the excess of the total consideration delivered over the fair value of the liability recognized related to the $ 23 .
0 million principal balance repurchase of the 2022 notes .

Question: What is the change in Principal from December 31, 2019 to December 31, 2018?
Answer: -23000
Commitments by Period
July 27, 2019
July 28, 2018
Less than 1 year
$4,239
$5,407
1 to 3 years
728
710
3 to 5 years
—
360
Total
$4,967
$6,477
-b purchase commitments with contract manufacturers and suppliers .
we purchase components from a variety of suppliers and use several contract manufacturers to provide manufacturing services for our products .
during the normal course of business in order to manage manufacturing lead times and help ensure adequate component supply we enter into agreements with contract manufacturers and suppliers that either allow them to procure inventory based upon criteria as defined by us or establish the parameters defining our requirements .
a significant portion of our reported purchase commitments arising from these agreements consists of firm noncancelable and unconditional commitments .
certain of these purchase commitments with contract manufacturers and suppliers relate to arrangements to secure long-term pricing for certain product components for multi-year periods .
in certain instances these agreements allow us the option to cancel reschedule and adjust our requirements based on our business needs prior to firm orders being placed .
the following table summarizes our purchase commitments with contract manufacturers and suppliers -in millions : .
we record a liability for firm noncancelable and unconditional purchase commitments for quantities in excess of our future demand forecasts consistent with the valuation of our excess and obsolete inventory .
as of july 27 2019 and july 28 2018 the liability for these purchase commitments was $ 129 million and $ 159 million respectively and was included in other current liabilities .

Question: How does the company provide manufacturing services for their products?
Answer: purchase components from a variety of suppliers and use several contract manufacturers
NEO
Total FY17 PRUs Vested at end of FY18
Total FY17 PRUs Vested at end of FY19
Total FY17 PRUs Earned and Vested (1)
Gregory S. Clark
2,404,175
175,023
2,579,198
Nicholas R. Noviello
606,935
44,184
651,119
Amy L. Cappellanti-Wolf
207,142
15,080
222,222
Samir Kapuria
148,322
10,798
159,120
Scott C. Taylor
414,287
30,160
444,447
below is the summary of the fy17 prus vested and earned by each neo .
-1 the compensation committee did not exercise its discretion to reduce any payouts .

Question: Were any payouts reduced by the Compensation Committee?
Answer: The Compensation Committee did not exercise its discretion to reduce any payouts
Total contributions for
Defined benefit obligation for all pension commitments excluding deferred compensation 1
(in €)
2019
2018
2019
2018
Managing Board members in office as of September 30, 2019
Joe Kaeser
1,234,800
1,210,440
14,299,267
12,970,960
Dr. Roland Busch
616,896
604,800
6,071,233
5,121,226
Lisa Davis 2
616,896
604,800
5,701,811
5,322,537
Klaus Helmrich
616,896
604,800
6,473,904
5,714,522
Janina Kugel
616,896
604,800
2,674,432
2,157,427
Cedrik Neike
616,896
604,800
2,349,895
1,757,258
Michael Sen
616,896
604,800
1,862,660
1,239,785
Prof. Dr. Ralf P. Thomas
616,896
604,800
6,184,498
5,235,121
Total
5,553,072
5,444,040
45,617,700
39,518,836
pension benefit commitments .
for fiscal 2019 managing board members were granted contributions under the bsav totaling € 5 .
6 million -2018 : € 5 .
4 million based on a supervisory board decision from november 7 2019 .
of this amount € 0 .
02 million -2018 : € 0 .
03 million relates to the funding of pension commitments earned prior to the transfer to the bsav .
the expense recognized in fiscal 2019 as a service cost under ifrs for managing board members ’ entitlements under the bsav in fiscal 2019 totaled € 5 .
4 million -2018 : € 5 .
3 million .
contributions under the bsav are added to the individual pension accounts in the january following each fiscal year .
until pension payments begin members ’ pension accounts are credited with an annual interest payment -guaranteed interest on january 1 of each year .
the interest rate is currently 0 .
90 % .
the following table shows the individualized contributions -allocations under the bsav for fiscal 2019 as well as the defined benefit obligations for pension commitments : .
in fiscal 2019 former members of the managing board and their surviving dependents received emoluments within the meaning of section 314 para .
1 no .
6 b of the german commercial code totaling € 21 .
09 million -2018 : € 39 .
9 million .
the defined benefit obligation -dbo of all pension commitments to former members of the managing board and their surviving dependents as of september 30 2019 amounted to € 175 .
7 million -2018 : € 168 .
2 million .
this figure is included in note 17 in b .
6 notes to consolidated financial statements .
1 deferred compensation totals € 4125612 -2018 : € 4115237 including € 3703123 for joe kaeser -2018 : € 3694439 € 361494 for klaus helmrich -2018 : € 362606 and € 60995 for prof .
dr .
ralf p .
thomas -2018 : € 58192 .
2 in accordance with the provisions of the bsav benefits to be paid to lisa davis are not in any way secured or funded through the trust associated with the company ’ s bsav plan or with any other trust .
they represent only an unsecured unfunded legal obligation on the part of the company to pay such benefits in the future under certain conditions and the payout will only be made from the company ’ s general assets .

Question: What was the expense recognized in fiscal 2019 as a service cost under IFRS for Managing Board members’ entitlements amount to?
Answer: € 5.6 million
FOR THE YEAR ENDED DECEMBER 31
NOTE
WEIGHTED AVERAGE INTEREST RATE AT DECEMBER 31, 2019
2019
2018
Notes payable (1)
26
2.03%
1,994
3,201
Loans secured by trade receivables
26
2.71%
1,050
919
Long-term debt due within one year (2)
22
4.77%
837
525
Total debt due within one year
3,881
4,645
note 21 debt due within one year .
-1 includes commercial paper of $ 1502 million in u .
s .
dollars - $ 1951 million in canadian dollars and $ 2314 million in u .
s .
dollars - $ 3156 million in canadian dollars as at december 31 2019 and december 31 2018 respectively which were issued under our u .
s .
commercial paper program and have been hedged for foreign currency fluctuations through forward currency contracts .
see note 26 financial and capital management for additional details .
-2 included in long-term debt due within one year is the current portion of lease liabilities of $ 775 million as at december 31 2019 and the current portion of finance leases of $ 466 million as at december 31 2018 .

Question: Which currencies are referenced in the context?
Answer: U.S. dollars Canadian dollars
Amount (USD’Million)
Interest Rate (per annum)
Due
2024 Notes
1,250
3.280%
2024
2024 Floating Rate Notes
750
3-month USD LIBOR + 0.910%
2024
2026 Notes
500
3.575%
2026
2029 Notes
3,000
3.975%
2029
2049 Notes
500
4.525%
2049
6,000
notes payable -continued .
all of these notes payable issued by the group were unsecured .
on 1 april 2019 the company updated the global medium term note programme -the “ programme ” to include among other things the company ’ s recent corporate and financial information and increased the limit of aggregate principal amount of the notes under the programme from usd10 billion to usd20 billion -or its equivalent in other currencies .
on 11 april 2019 the company issued five tranches of senior notes under the programme with an aggregate principal amount of usd6 billion as set out below .
during the year ended 31 december 2019 the notes payable with an aggregate principal amount of usd2000 million issued in april 2014 reached their maturity and were repaid in full by the group .
as at 31 december 2019 the fair value of the notes payable amounted to rmb98668 million -31 december 2018 : rmb62820 million .
the respective fair values are assessed based on the active market price of these notes on the reporting date or by making reference to similar instruments traded in the observable market .

Question: How much is the 2026 Notes in USD?
Answer: 500
Hawaii Operating Territory
2018
2019
Consumer / SMB Fiber Revenue (in millions):
$87.2
$42.3
Subscribers (in thousands):
High-speed internet
68.2
65.9
Video
42.7
48.8
Voice
30.0
30.3
during the year we passed an additional 12400 addresses in the greater cincinnati area with fioptics which included a focus on fiber to the premise - " fttp " addresses as fttp has become a more relevant solution for our customers .
as of december 31 2019 the fioptics products are now available to approximately 623400 customer locations or 75 % of the greater cincinnati operating territory .
during 2019 we passed an additional 5900 addresses in hawaii .
the consumer / smb fiber products are now available to approximately 246400 addresses or 50 % of the operating territory in hawaii including oahu and the neighbor islands .
in 2019 the company also invested $ 24 .
0 million in enterprise fiber products which includes fiber and ip-ased core network technology .
these investments position the company to meet increased business and carrier demand within greater cincinnati and in contiguous markets in the midwest region .
in hawaii expenditures are for high-bandwidth data transport products such as metro-ethernet including the southeast asia to united states - " sea-us " cable .
we continue to evolve and optimize network assets to support the migration of legacy products to new technology and as of december 31 2019 the company has : .
increased the total number of commercial addresses with fiber-based services -referred to as a lit address to 28800 in greater cincinnati and 20300 in hawaii by connecting approximately 2200 additional lit addresses in greater cincinnati and 1200 additional lit addresses in hawaii during the twelve months ended december 31 2019 ; .
expanded the fiber network to span more than 12500 route miles in greater cincinnati and 4700 route miles in hawaii ; and .
provided cell site back-haul services to approximately 90 % of the 1000 cell sites in the greater cincinnati market of which approximately 97 % of these sites are lit with fiber and 80 % of the 1100 cell sites in hawaii all of which are lit with fiber .
as a result of our investments we have generated year-over-year entertainment and communications revenue growth each year since 2013 .
the company ' s expanding fiber assets allow us to support the ever-increasing demand for data video and internet devices with speed agility and security .
we believe our fiber investments are a long-term solution for our customers ' bandwidth needs .

Question: What is the total revenue earned across 2018 to 2019?
Answer: 129.5
Fiscal Year
Fiscal Year
Fiscal Year
Variance in
2019
2019
2018
Dollars
Percent
(In millions, except for percentages)
Sales and marketing
$1,493
$1,593
$(100)
(6)%
Research and development
913
956
(43)
(4)%
General and administrative
447
574
(127)
(22)%
Amortization of intangible assets
207
220
(13)
(6)%
Restructuring, transition and other costs
241
410
(169)
(41)%
Total
$3,301
$3,753
$(452)
(12)%
operating expenses .
sales and marketing expense decreased primarily due to a $ 51 million decrease in stock-based compensation expense and a $ 41 million decrease as a result of the divestiture of our wss and pki solutions .
research and development expense decreased primarily due to a $ 66 million decrease in stockbased compensation expense .
general and administrative expense decreased primarily due to a $ 130 million decrease in stock-based compensation expense .
amortization of intangible assets decreased primarily due to the intangible assets sold with the divestiture of wss and pki solutions .
restructuring transition and other costs reflect a decrease of $ 70 million in fiscal 2019 compared to fiscal 2018 in severance and other restructuring costs .
in addition fiscal 2018 costs included $ 88 million of transition related costs related to our fiscal 2018 divestiture of our wss and pki solutions compared to $ 3 million in fiscal 2019 .

Question: What is the average Sales and marketing expenses for fiscal years 2019 and 2018? 
Answer: 1543
Years ended
Years ended
December 31, 2019
December 31, 2018
Basic and diluted weighted average number of shares outstanding
113,026,424
105,671,839
The following items have been excluded from the diluted weighted average number of shares outstanding because they are anti-dilutive:
Stock options
3,812,242
5,476,790
Restricted share units
1,939,918
2,473,665
Deferred share units
673
347
5,752,833
7,950,802
net loss per share .
the company applies the two-class method to calculate its basic and diluted net loss per share as both classes of its voting shares are participating securities with equal participation rights and are entitled to receive dividends on a share for share basis .
the following table summarizes the reconciliation of the basic weighted average number of shares outstanding and the diluted weighted average number of shares outstanding : .
in the years ended december 31 2019 and 2018 the company was in a loss position and therefore diluted loss per share is equal to basic loss per share .

Question: What financial information does the table show?
Answer: reconciliation of the basic weighted average number of shares outstanding and the diluted weighted average number of shares outstanding