next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report tencent_2019.pdf:

question: What is diesel consumed by?
answer: backup power generators
question: What does the hazardous waste produced by the Group's data centres mainly include?
answer: waste lead-acid accumulators
question: What does the non-hazardous waste produced by the Group's data centres mainly include?
answer: waste servers and waste hard drives
question: What is the difference between 2018 and 2019 Total GHG emissions in tonnes?
answer: 10669.76
derivation: 113,501.50-102,831.74
question: What is the difference between 2018 and 2019 indirect GHG emissions in tonnes?
answer: 9438.21
derivation: 109,715.64-100,277.43
question: What is the change between 2018 and 2019 hazardous waste(tonnes)?
answer: -0.11
derivation: 2.40-2.51
Questions and answers about page 1 of the financial report unilever-plc_2019.pdf:

question: What does the underlying operating profit represent? 
answer: Underlying operating profit represents our measure of segment profit or loss as it is the primary measure used for making decisions about allocating resources and assessing performance of the segments.
question: How is the operating margin computed?
answer: For each Division operating margin is computed as operating profit divided by turnover and underlying operating margin is computed as underlying operating profit divided by turnover.
question: What is the definition of the Underlying operating profit and underlying operating margin?
answer: Underlying operating profit and underlying operating margin mean operating profit and operating margin before the impact of non-underlying items within operating profit.
question: What is the increase / (decrease) in the operating profit from 2018 to 2019?
answer: -3931
derivation: 8,708 - 12,639
scale: million
question: What is the increase / (decrease) in the operating margin from 2018 to 2019?
answer: -8
derivation: 16.8 - 24.8
scale: percent
question: What is the average turnover?
answer: 52225.67
derivation: (51,980 + 50,982 + 53,715) / 3
scale: million
Questions and answers about page 1 of the financial report stmicroelectronics_2019.pdf:

question: What is approving authority of paid bonus?
answer: The bonus paid in 2019, 2018 and 2017 was approved by the compensation Committee and Supervisory Board
question: What was the total compensation of the sole member of our Managing Board, President and Chief Executive Officer in 2019?
answer: 46% fixed to 54% variable
question: What was the total compensation of the sole member of our Managing Board, President and Chief Executive Officer in 2018?
answer: 12% fixed to 88% variable
question: What is the increase/ (decrease) in Salary from the period 2017 to 2018?
answer: 24634
derivation: 927,820-903,186
question: What is the increase/ (decrease) in Bonus from the period 2017 to 2018?
answer: 2170064
derivation: 3,214,578-1,044,514
question: What is the increase/ (decrease) in Charges and Non-cash Benefits from the period 2017 to 2018?
answer: 5143132
derivation: 6,971,946-1,828,814
Questions and answers about page 1 of the financial report sophos-group_2019.pdf:

question: What was included in wages and salaries?
answer: $4.2M (2018: $4.0M) relating to retention payments arising on business combinations
question: What was the total employee costs in 2019?
answer: 370.1
scale: million
question: What are the types of costs considered when calculating the total employee costs?
answer: Wages and salaries
Social security costs
Pension costs
Other costs
Share-based payments
question: In which year was Total employee costs larger?
answer: 2019
derivation: 370.1>361.9
question: What was the change in total employee costs in 2019 from 2018?
answer: 8.2
derivation: 370.1-361.9
scale: million
question: What was the percentage change in total employee costs in 2019 from 2018?
answer: 2.27
derivation: (370.1-361.9)/361.9
scale: percent
Questions and answers about page 1 of the financial report sap-ag_2019.pdf:

question: What is the amount of employee benefits expenses in 2019?
answer: 14,870
scale: million
question: In which years are the employee benefits expenses calculated?
answer: 2019
2018
2017
question: What are the components considered under employee benefit expenses in the table?
answer: Salaries
Social security expenses
Share-based payment expenses
Pension expenses
Employee-related restructuring expenses
Termination benefits outside of restructuring plans
question: In which year were the Termination benefits outside of restructuring plans the largest?
answer: 2017
derivation: 57>52>47
question: What was the change in Pension expenses in 2019 from 2018?
answer: 39
derivation: 369-330
scale: million
question: What was the percentage change in Pension expenses in 2019 from 2018?
answer: 11.82
derivation: (369-330)/330
scale: percent
Questions and answers about page 2 of the financial report jabil-circuit-inc_2019.pdf:

question: Which months ended quarters does the table show information for Net revenue?
answer: August 31, 2018
May 31, 2018
February 28, 2018
November 30, 2017
question: How much was the income tax (benefit) expense for the three months ended November 30, 2018, August 31, 2018 and February 28, 2018, respectively?
answer: ($13.3 million)
$111.4 million
$30.9 million
question: What were the distressed customer charges for  the three months ended August 31, 2019, August 31, 2018 and February 28, 2018, respectively?
answer: $6.2 million
$18.0 million
$14.7 million
question: What was the change in gross profit between May 2018 and August 2018?
answer: 43920
derivation: 442,147-398,227
scale: thousand
question: How many quarters did operating income exceed $150,000 thousand?
answer: 1
derivation: August 31, 2018
question: What was the percentage change in net revenue between the three months ended November 30, 2017 and February 28, 2018?
answer: -5.09
derivation: ($5,301,101-$5,585,532)/$5,585,532
scale: percent
Questions and answers about page 1 of the financial report leidos-holdings_2019.pdf:

question: What was the 2017 Omnibus Incentive Plan?
answer: provides the Company and its affiliates' employees, directors and consultants the opportunity to receive various types of stock-based compensation awards, such as stock options, restricted stock units and performance-based awards, as well as cash awards.
question: What was the number of Leidos' stock were reserved for future issuance under the 2017 Omnibus Incentive Plan and the 2006 Equity Incentive Plan?
answer: 4.4 million
question: What was the Total stock-based compensation expense in 2020, 2018 and 2017 respectively?
answer: $52
$44
$43
scale: million
question: In which year was Total stock-based compensation expense less than 50 million?
answer: 2018
2017
derivation: locate and analyze Total stock-based compensation expense in row 5
question: What was the average Total stock-based compensation expense in 2018 and 2017?
answer: 43.5
derivation: (44 + 43) / 2
scale: million
question: What was the change in the Tax benefits recognized from stock-based compensation from 2017 to 2018?
answer: -6
derivation: 11 - 17
scale: million
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: What does contingent liabilities consist of?
answer: Performance bonds
Other guarantees and contingent liabilities
question: What are contingent liabilities?
answer: potential future cash outflows, where the likelihood of payment is considered more than remote, but is not considered probable or cannot be measured reliably
question: How much are the 2019 performance bonds?
answer: 337
scale: million
question: What is the 2019 average performance bonds?
answer: 665
derivation: (337+993)/2
scale: million
question: What is the 2019 average other guarantees and contingent liabilities?
answer: 3489.5
derivation: (2,943+4,036)/2
scale: million
question: What is the difference between 2019 average performance bonds and 2019 average other guarantees and contingent liabilities?
answer: 2824.5
derivation: [(2,943+4,036)/2] - [(337+993)/2]
scale: million
Questions and answers about page 2 of the financial report oracle-corporation_2019.pdf:

question: Why did the company's provision for income taxes for fiscal 2019 vary from the 21% U.S. statutory rate imposed by the Tax Act?
answer: Our provision for income taxes for fiscal 2019 varied from the 21% U.S. statutory rate imposed by the Tax Act primarily due to earnings in foreign operations, state taxes, the U.S. research and development tax credit, settlements with tax authorities, the tax effects of stock-based compensation, the Foreign Derived Intangible Income deduction, the tax effect of GILTI, and a reduction to our transition tax recorded consistent with the provision of SAB 118.
question: Why did the company's provision for income taxes for fiscal 2018 vary from the 21% U.S. statutory rate imposed by the Tax Act?
answer: Our provision for income taxes for fiscal 2018 varied from the 21% U.S. statutory rate imposed by the Tax Act primarily due to the impacts of the Tax Act upon adoption, state taxes, the U.S. research and development tax credit, settlements with tax authorities, the tax effects of stock-based compensation and the U.S. domestic production activity deduction.
question: What was the company's domestic income for fiscal year 2018?
answer: $3,366
scale: million
question: What was the average domestic income for the 3 year period from 2017 to 2019?
answer: 3604.67
derivation: (3,774+3,366+3,674)/3
scale: million
question: What was the average total income before provision of income taxes for the 3 year period from 2017 to 2019?
answer: 12124
derivation: (12,268+12,424+11,680)/3
scale: million
question: What is the % change in the foreign income from 2017 to 2018, in billions?
answer: 13.14
derivation: (9,058-8,006)/8,006
scale: percent
Questions and answers about page 1 of the financial report netapp-inc_2019.pdf:

question: Which years does the table provide information for number of shares repurchased under the company's stock repurchase program?
answer: 2019
2018
2017
question: What did the company's Board of Directors authorize as of 2019?
answer: the repurchase of up to $13.6 billion of our common stock under our stock repurchase program
question: What was the Aggregate purchase price in 2018?
answer: 794
scale: million
question: What was the change in the Aggregate purchase price between 2018 and 2019?
answer: 1317
derivation: 2,111-794
scale: million
question: What was the change in the average price per share between 2017 and 2018?
answer: 18.85
derivation: 51.57-32.72
question: What was the percentage change in the Remaining authorization at end of period between 2018 and 2019?
answer: -52.78
derivation: (1,889-4,000)/4,000
scale: percent
Questions and answers about page 1 of the financial report te-connectivity-ltd_2019.pdf:

question: What are the net sales by segment presented as a percentage of?
answer: percentage of our total net sales
question: How much does the company believe the Transportation, Industrial and Communications Solutions segments serve a combined market of?
answer: approximately $190 billion
question: What are the three main segments that the company operates in?
answer: Transportation Solutions
Industrial Solutions
Communications Solutions
question: In which year was the percentage of industrial solutions the lowest in?
answer: 2018
derivation: 28%<29%<30%
question: What was the percentage change in Industrial Solutions in 2019 from 2018?
answer: 2
derivation: 30-28
scale: percent
question: What was the percentage change in Transportation Solutions in 2019 from 2018?
answer: -1
derivation: 58-59
scale: percent
Questions and answers about page 1 of the financial report on-semiconductor_2019.pdf:

question: What is resulted in completion of certain of its IPRD projects during the year ended December 31, 2019?
answer: resulting in the reclassification of $23.2 million from IPRD to developed technology.
question: What was the impact of abandoning two previously capitalized IPRD projects under ISG during the year ended December 31, 2019?
answer: ecorded aggregate impairment losses in the amount of $1.6 million.
question: What is resulted in completion of certain of its IPRD projects during the year ended December 31, 2019?
answer: resulting in the reclassification of $10.4 million from IPRD to developed technology.
question: What is the increase/ (decrease) in Original Cost of Customer relationships from December 31, 2018 to 2019?
answer: 28.5
derivation: 585.2-556.7
scale: million
question: What is the increase/ (decrease) in Original Cost of Developed technology from year ended December 31, 2018 to 2019?
answer: 81.5
derivation: 779.5-698.0
scale: million
question: What is the average Original Cost of Customer relationships for December 31, 2018 to 2019?
answer: 570.95
derivation: (585.2+556.7) / 2
scale: million
Questions and answers about page 1 of the financial report advanced-energy_2019.pdf:

question: What did the unaudited pro forma results for all periods presented include?
answer: adjustments made to account for certain costs and transactions that would have been incurred had the acquisitions been completed at the beginning of the year prior to the year of acquisition.
question: What was the total sales as reported in 2019?
answer: $788,948
scale: thousand
question: What does the table show?
answer: unaudited pro forma results for the acquisitions of Artesyn and LumaSense
question: What was the change in Pro Forma total sales between 2018 and 2019?
answer: -147247
derivation: $1,202,790-$1,350,037
scale: thousand
question: What was the change in basic earnings per share as reported between 2018 and 2019?
answer: -2.06
derivation: $1.70-$3.76
question: What was the percentage change in Net income attributable to Advanced Energy Industries, Inc. as reported between 2018 and 2019
answer: -55.83
derivation: ($64,941-$147,025)/$147,025
scale: percent
Questions and answers about page 1 of the financial report first-solar-inc_2019.pdf:

question: What are components of production start-up expense?
answer: Production start-up expense consists primarily of employee compensation and other costs associated with operating a production line before it is qualified for full production, including the cost of raw materials for solar modules run through the production line during the qualification phase and applicable facility related costs.
question: When will production start-up expense be higher?
answer: In general, we expect production start-up expense per production line to be higher when we build an entirely new manufacturing facility compared with the addition or replacement of production lines at an existing manufacturing facility, primarily due to the additional infrastructure investment required when building an entirely new facility.
question: Where are production start-up expense incurred in 2019?
answer: During 2019, we incurred production start-up expense at our new facility in Lake Township, Ohio. We also incurred production start-up expense at our second facility in Ho Chi Minh City, Vietnam in early 2019.
question: What is the net difference in production start-up expense between 2019 and 2017?
answer: 3272
derivation: 45,915 - 42,643 
scale: thousand
question: What is the amount of net sales derived in 2018?
answer: 2268375
derivation: 90,735 / 4% 
scale: thousand
question: What is the difference in net sales amount in 2019 and 2018?
answer: 792625
derivation: (45,915 / 1.5%) - (90,735 / 4%) 
scale: thousand
Questions and answers about page 1 of the financial report square-inc_2019.pdf:

question: What is the total compensation earned by Roelof Botha in 2018?
answer: 305,119
question: What is the total compensation earned by Paul Deighton in 2018?
answer: 294,998
question: What information does the table provide?
answer: The total compensation that was earned by each of our non-employee directors in 2018
question: Which director(s) earned the largest amount of total compensation?
answer: David Viniar
derivation: From COL5 find the largest number and the corresponding name(s) in COL2
question: Which director(s) earned the least amount of stock awards?
answer: Paul Deighton
Randy Garutti
Anna Patterson
Naveen Rao
Lawrence Summers
derivation: From COL4 find the smallest number and the corresponding name(s) in COL2
question: What is the difference in Fees Earned between Paul Deighton and Randy Garutti?
answer: 2500
derivation: 45,000-42,500
Questions and answers about page 1 of the financial report alarmcom-holdings-inc_2019.pdf:

question: What was the goodwill acquired in 2019?
answer: 41,372
scale: thousand
question: What was the balance as of December 31, 2019?
answer: 104,963
scale: thousand
question: How much goodwill did the company record in the Alarm.com segment on October 21, 2019?
answer: $41.4 million
scale: million
question: What was the total balance as of January 1, 2018 as a percentage of the total balance on December 31, 2019?
answer: 60.58
derivation: 63,591/104,963
scale: percent
question: What was the difference in goodwill acquired in 2019 and balance as of December 31, 2018?
answer: 22219
derivation: 63,591-41,372
scale: thousand
question: What was the percentage change in the balance between December 31, 2018 and 2019?
answer: 65.06
derivation: (104,963-63,591)/63,591
scale: percent
Questions and answers about page 1 of the financial report microsoft-corporation_2019.pdf:

question: Which places does the company have operating and finance leases?
answer: We have operating and finance leases for datacenters, corporate offices, research and development facilities, retail stores, and certain equipment.
question: What is note 15 about?
answer: LEASES
question: How long are the remaining lease terms for?
answer: Our leases have remaining lease terms of 1 year to 20 years,
question: How many finance lease cost items are there?
answer: 2
derivation: Amortization of right-of-use assets## Interest on lease liabilities
question: How much will the operating lease cost be for 2020 if $507 million of leases could be terminated in 1 year?
answer: 1200
derivation: 1,707-507
scale: million
question: What are the years sorted by total finance lease cost, in ascending order?
answer: 2019
2018
2017
derivation: 617##418##172
Questions and answers about page 1 of the financial report Intu-Properties_2019.pdf:

question: What is the amount of contingent rents calculated by reference to tenants' turnover in 2019?
answer: £12.7 million
question: How long is the lease for a standard shopping centre in the UK?
answer: 10 to 15 years
question: What is the amount of contingent rents calculated by reference to tenants' turnover in 2018?
answer: £14.4 million
question: What is the percentage change in the amount of contingent rents calculated by reference to tenants' turnover from 2018 to 2019?
answer: -11.81
derivation: (12.7-14.4)/14.4
scale: percent
question: In which year is there  higher future minimum lease amounts receivable?
answer: 2018
derivation: Find the year with the higher future minimum lease amounts receivable?
question: What is the percentage change in the future minimum lease amount receivable later than five years from to 2018 to 2019?
answer: -32.48
derivation: (657.3-973.5)/973.5
scale: percent
Questions and answers about page 1 of the financial report aci-worldwide-inc_2019.pdf:

question: What was the net income in 2019?
answer: $67,062
scale: thousand
question: What was the net income in 2017?
answer: $5,135
scale: thousand
question: What was the foreign currency translation adjustments in 2018?
answer: -15,261
scale: thousand
question: What was the change in net income between 2018 and 2019?
answer: -1859
derivation: $67,062-$68,921
scale: thousand
question: What was the change in comprehensive income between 2018 and 2019?
answer: 14436
derivation: $68,096-$53,660
scale: thousand
question: What was the percentage change in comprehensive income between 2017 and 2018?
answer: 145.26
derivation: ($53,660-$21,879)/$21,879
scale: percent
Questions and answers about page 1 of the financial report nortonlifelock-inc_2019.pdf:

question: What do Endpoint and information protection products include?
answer: endpoint security, advanced threat protection, and information protection solutions and their related support services
question: What does Consumer security products include?
answer: Norton security, Norton Secure VPN, and other consumer security solutions
question: What is the Total net revenues for year ended march 29, 2019?
answer: $4,731
scale: million
question: For year ended march 29, 2019, what is Total Enterprise Security expressed as a percentage of Total net revenues?
answer: 49.1
derivation: 2,323/4,731
scale: percent
question: What is the average Total net revenues for the fiscal years 2019, 2018 and 2017?
answer: 4528
derivation: (4,731+4,834+4,019)/3
scale: million
question: For year ended march 29, 2019, what is the difference between  Total Consumer Cyber Safety and Total Enterprise Security?
answer: 85
derivation: 2,408-2,323
scale: million
Questions and answers about page 1 of the financial report luna-innovations-incorporated_2019.pdf:

question: What do contract assets consist of?
answer: unbilled amounts for technology development contracts as well as custom product contracts.
question: What is the change in Contract assets between December 31, 2018 and 2019?
answer: 448891
derivation: 3,208,206-2,759,315
question: What is the average Contract assets for December 31, 2018 and 2019?
answer: 2983760.5
derivation: (3,208,206+2,759,315) / 2
question: In which year were contract assets less than 3,000,000?
answer: 2018
derivation: locate and analyze contract assets in row 3
question: What was the contract liabilities in 2019 and 2018 respectively?
answer: (3,887,685)
(2,486,111)
question: What was the change in net contract (liabilities)/assets?
answer: $1.0 million
Questions and answers about page 1 of the financial report mimecast-limited_2019.pdf:

question: What was the increase in the General and administrative expenses in 2019?
answer: $16.8 million
question: What caused the share-based compensation expense to increase?
answer: primarily as a result of share option grants since the prior year and to a lesser extent the impact of share option modifications.
question: What was the Research and development expense in 2019 and 2018 respectively?
answer: $57,939
$38,373
scale: thousand
question: What was the average Sales and marketing expense for 2018 and 2019?
answer: 17948
derivation: 139,194 - 121,246
scale: thousand
question: What percentage of total operating expenses was General and administrative in 2019?
answer: 21.44
derivation: 53,759 / 250,722
scale: percent
question: In which year was Total operating expenses less than 200,000 thousands?
answer: 2018
derivation: locate and analyze Total operating expenses in row 10