next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report microchip-technology-inc_2019.pdf:

question: Which years does the table provide information for the company's consolidated balance sheets?
answer: 2019
2018
2017
2016
2015
question: What were the net sales in 2016?
answer: 2,173.3
scale: million
question: What was the loss on settlement of debt in 2019?
answer: (12.6)
scale: million
question: What was the change in net sales between 2016 and 2017?
answer: 1234.5
derivation: 3,407.8-2,173.3
scale: million
question: How many years did Total Assets exceed $10,000 million?
answer: 1
derivation: 2019
question: What was the percentage change in the Net income from continuing operations between 2018 and 2019?
answer: 39.35
derivation: (355.9-255.4)/255.4
scale: percent
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: Which IFRS standard(s) did the Group adopt?
answer: IFRS 9 ‘Financial Instruments’, IFRS 15 ‘Revenue from Contracts with Customers’, and IFRS 16 ‘Leases’ from 1 April 2018
question: What have the values in the 2018 column been restated for?
answer: for IFRS 16 which was implemented using the fully retrospective method
question: In which years was Profit for the year calculated in the Consolidated statement of comprehensive income?
answer: 2019
2018
question: In which year was Profit for the year larger?
answer: 2019
derivation: 197.7>171.1
question: What was the change in profit for the year in 2019 from 2018?
answer: 26.6
derivation: 197.7-171.1
scale: million
question: What was the percentage change in profit for the year in 2019 from 2018?
answer: 15.55
derivation: (197.7-171.1)/171.1
scale: percent
Questions and answers about page 1 of the financial report centurylink-inc_2019.pdf:

question: What information does the table contain?
answer: information about shares of our previously-issued common stock that we withheld from employees upon vesting of their stock-based awards during the fourth quarter of 2019 to satisfy the related tax withholding obligations
question: What is the average price paid per share in October 2019?
answer: $11.57
question: Which periods does the table contain?
answer: October 2019
November 2019
December 2019
question: Which period has the largest average price paid per share?
answer: December 2019
derivation: $13.70>$13.15>$11.57
question: What is the average number of shares withheld for taxes per month?
answer: 71613.33
derivation: 214,840/3
question: What is the percentage change in the average price paid per share between December 2019 and November 2019?
answer: 4.18
derivation: (13.70-13.15)/13.15
scale: percent
Questions and answers about page 1 of the financial report manhattan-associates-inc_2019.pdf:

question: What is the total cost of revenue in 2019?
answer: $ 284,967
scale: thousand
question: What caused the cost of software license to go down in 2019?
answer: a $1.7 million decrease in third-party software license fees and a $1.0 million decrease in royalty costs.
question: Why did cost of hardware goes to zero in 2019 and 2018? 
answer: Adopted the new revenue recognition standard as of January 1, 2018
question: What is the difference between cost of software license and cost of cloud subscriptions, maintenance and services in 2019?
answer: 279715
derivation: $282,341-$2,626
scale: thousand
question: Which years had the highest total cost of revenue?
answer: 2019
derivation: 284,967> 245,733> 240,881
question: What is the change in the total cost of revenue between 2018 and 2019?
answer: 44086
derivation: 284,967-240,881
scale: thousand
Questions and answers about page 1 of the financial report black-knight-financial-services-inc_2019.pdf:

question: What did the company do in the fourth quarter of 2019?
answer: entered into agreements to acquire software in exchange for a combination of cash consideration and certain of our products and services
question: How much did the company acquire software for?
answer: 32.0
scale: million
question: What was the amount of internally developed software in 2019?
answer: 808.2
scale: million
question: What was the change in purchased software between 2018 and 2019?
answer: 18.2
derivation: 78.9-60.7
scale: million
question: How many years did internally developed software exceed $800 million?
answer: 1
derivation: 2019
question: What was the percentage change in net computer software between 2018 and 2019?
answer: 0.1
derivation: (406.0-405.6)/405.6
scale: percent
Questions and answers about page 1 of the financial report international-business-machines-corp_2019.pdf:

question: What was the weighted average interest rate for commercial paper at December 31, 2019?
answer: 1.6 percent
question: What was the commercial paper in 2018?
answer: $ 2,995
scale: million
question: What was the increase / (decrease) in the short term loan from 2018 to 2019?
answer: 810
derivation: 971 - 161
scale: million
question: What was the average Long-term debt—current maturities?
answer: 7286.5
derivation: (7,522 + 7,051) / 2
scale: million
question: What was the percentage increase / (decrease) in total short term debt?
answer: -13.81
derivation: 8,797 / 10,207 - 1
scale: percent
question: What was the weighted average interest rate for short-term loans at December 31, 2019?
answer: 6.1 percent
Questions and answers about page 1 of the financial report stmicroelectronics_2019.pdf:

question: What was the exchange rate used for EUR to USD on 31 December 2019?
answer: €1 = $1.1213
question: Since when has Mr. Manzi not been a part of the supervisory board?
answer: May 23, 2019
question: What is the comment on the status of Global indirect employees?
answer: Global indirect employees are all employees other than those directly manufacturing our products.
question: What was the increase / (decrease) in the Average remuneration of Supervisory Board Members from 2018 to 2019?
answer: -10552
derivation: 105,066 - 115,618
scale: million
question: What was the average Net Revenues?
answer: 9189
derivation: (9,556 + 9,664 + 8,347) / 3
scale: million
question: What is the percentage increase / (decrease) in Operating income from 2018 to 2019?
answer: -14.07
derivation: 1,203 / 1,400 - 1
scale: percent
Questions and answers about page 2 of the financial report centurylink-inc_2019.pdf:

question: Which metric was added under the Short-Term Incentive Plan for the 2020 incentive programs?
answer: Revenue
question: Why was Revenue added as a metric to the STI plan?
answer: to encourage and reward top-line performance
question: Which metrics were added under the Long-Term Incentive Plan
answer: Cumulative Adjusted EBITDA (3 year)
Relative TSR Modifier (3 year)
question: How many metrics were added under the Long-Term Incentive Plan?
answer: 2
derivation: Cumulative Adjusted EBITDA (3 year)##Relative TSR Modifier (3 year)
question: What is the  change in the Adjusted EBITDA target under Short-Term Incentive Plan in 2020?
answer: 15
derivation: 65%-50%
scale: percent
question: What is the average Adjusted EBITDA under the Short-Term Incentive Plan?
answer: 57.5
derivation: (65%+50%)/2
scale: percent
Questions and answers about page 1 of the financial report sykes-enterprises-incorporated_2019.pdf:

question: How much has the Company paid in total in 2019?
answer: a total of $12.3 million in cash through December 31, 2019, of which $10.4 million related to the Americas 2018 Exit Plan and $1.9 million related to the Americas 2019 Exit Plan.
question: Where are the Severance and related costs included in the accompanying Consolidated Statements of Operations?
answer: General and administrative
Direct salaries and related costs
question: For which years is the Americas Exit Plan accounted for?
answer: 2019
2018
question: In which year was Non-cash impairment charges larger?
answer: 2018
derivation: 5,875>1,582
question: What was the change in non-cash impairment charges in 2019 from 2018?
answer: -4293
derivation: 1,582-5,875
scale: thousand
question: What was the percentage change in non-cash impairment charges in 2019 from 2018?
answer: -73.07
derivation: (1,582-5,875)/5,875
scale: percent
Questions and answers about page 1 of the financial report Hansen-Technologies_2019.pdf:

question: How much operating cash flows was generated by Hansen Technologies?
answer: $39.7 million
question: Which sector was Sigma's revenue concentrated in?
answer: Communications
question: What was the Operating revenue for 2019?
answer: 231.3
scale: million
question: What was the average difference between EBITDA and NPAT for both FYs?
answer: 30.95
derivation: ((53.0 - 21.5) + (59.3 - 28.9)) / 2 
scale: million
question: What was the average basic EPSa for both FYs?
answer: 17.6
derivation: (15.8 + 19.4)/2 
question: What was the average difference between basic EPS and basic EPSa for both FYs?
answer: 4.75
derivation: ((15.8 - 10.9) + (19.4 - 14.8)) / 2
Questions and answers about page 1 of the financial report sealed-air-corporation_2019.pdf:

question: How much was commited as of December 31, 2019 of total available lines of credit?
answer: $1,137.4 million
question: What does the table show?
answer: summarizes our available lines of credit and committed and uncommitted lines of credit, including the revolving credit facility discussed above, and the amounts available under our accounts receivable securitization programs.
question: What years are included in the table?
answer: 2019
2018
question: How much money has not been committed as of December 31, 2019 for total available lines of credit?
answer: 206.7
derivation: 1,344.1-1,137.4
scale: million
question: What is the percentage of used lines of credit to Total available lines of credit as of December 31, 2019?
answer: 7.36
derivation: 98.9/1,344.1
scale: percent
question: What is the difference between the Unused lines of credit for 2019 and 2018?
answer: 109.9
derivation: 1,245.2-1,135.3
scale: million
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: How much is the excluded depreciation and amortisation for 2019 adjusted EBITDA?
answer: (9,665)
scale: million
question: How much is the excluded depreciation and amortisation for 2018 adjusted EBITDA?
answer: (9,910)
scale: million
question: How much is the 2019 adjusted EBITDA?
answer: 14,139
scale: million
question: How much is the average adjusted EBITDA between 2018 and 2019?
answer: 14438
derivation: (14,139+14,737)/2
scale: million
question: How much is the average adjusted EBITDA between 2018 and 2017?
answer: 14443
derivation: (14,737+14,149)/2
scale: million
question: What is the change in average adjusted EBITDA between 2018 and 2019, and 2017 and 2018?
answer: -5
derivation: [(14,139+14,737)/2] - [(14,737+14,149)/2]
scale: million
Questions and answers about page 1 of the financial report macom-technology_2019.pdf:

question: What led to decrease in I&D market revenues?
answer: lower certain legacy defense products partially offset by higher revenue across other areas within the product portfolio.
question: What is the change in Telecom value between fiscal year 2017 and 2018?
answer: -117082
derivation: 222,940-340,022
scale: thousand
question: What is the average Telecom value for fiscal year 2017 and 2018?
answer: 281481
derivation: (222,940+340,022) / 2
scale: thousand
question: In which year was Telecom value less than 300,000 thousand?
answer: 2018
derivation: locate and analyze Telecom in row 3
question: What was the respective value of Data Center in 2019 and 2018?
answer: 162,098
172,481
scale: thousand
question: When was AppliedMicro acquired?
answer: January 26, 2017
Questions and answers about page 1 of the financial report metro-ag_2019.pdf:

question: What are Interest income and interest expenses from financial instrument assigned to?
answer: assigned to the measurement categories according to IFRS 9 on the basis of the underlying transactions.
question: What led to the decline in interest expenses?
answer: primarily the result of more favourable refinancing terms.
question: What are the broad components in the table which are used to calculate the interest result?
answer: Interest income
Interest expenses
question: In which year was the interest income larger?
answer: 2018/2019
derivation: 29>27
question: What was the change in interest income in 2018/2019 from 2017/2018?
answer: 2
derivation: 29-27
scale: million
question: What was the percentage change in interest income in 2018/2019 from 2017/2018?
answer: 7.41
derivation: (29-27)/27
scale: percent
Questions and answers about page 1 of the financial report verizon-communications-inc_2019.pdf:

question: What was the increase in the consolidated revenue from 2018 to 2019?
answer: $1.0 billion
question: What was the decrease in the corporate and other revenue from 2018 to 2019?
answer: $124 million
question: What caused the decrease in corporate and other revenue?
answer: a decrease of $232 million in revenues within Verizon Media.
question: What was the change in the consumer revenue from 2018 to 2019?
answer: 1294
derivation: 91,056 - 89,762
scale: million
question: What was the average business segment revenue for 2018 and 2019?
answer: 31488.5
derivation: (31,443 + 31,534) / 2
scale: million
question: What was the average corporate segment revenue and other segment revenue for 2018 and 2019?
answer: 9874
derivation: (9,812 + 9,936) / 2
scale: million
Questions and answers about page 1 of the financial report opentext-corporation_2019.pdf:

question: What does the table represent?
answer: illustrates the target value of each element under the Fiscal 2021 LTIP for each Named Executive Officer
question: Who are the Named Executive Officers?
answer: Mark J. Barrenechea
Madhu Ranganathan
Muhi Majzoub
Gordon A. Davies
Simon Harrison
question: What is the total target value for Mark J. Barrenechea?
answer: 5,630,000
question: What is the average total target value for all Named Executive Officers?
answer: 1833500
derivation: (5,630,000+1,000,000+1,100,000+1,000,000+437,500)/5
question: What is Mark J. Barrenechea's Total target value expressed as percentage of total target values for all Named Executive Officer?
answer: 61.41
derivation: 5,630,000/(5,630,000+1,000,000+1,100,000+1,000,000+437,500)
scale: percent
question: What is Simon Harrison's Total target value expressed as percentage of total target values for all Named Executive Officer?
answer: 4.77
derivation: 437,500/(5,630,000+1,000,000+1,100,000+1,000,000+437,500)
scale: percent
Questions and answers about page 1 of the financial report autodesk-inc_2019.pdf:

question: What does the pro forma financial information for all periods include?
answer: The pro forma financial information for all periods presented includes the business combination accounting effects from the acquisition of PlanGrid including amortization expense from acquired intangible assets, compensation expense, and the interest expense and debt issuance costs related to the term loan agreement
question: What does the pro forma financial information for fiscal 2019 and 2018 combine?
answer: The pro forma financial information for fiscal 2019 and 2018 combines the historical results of the Company, the adjusted historical results of PlanGrid for fiscal 2019 and 2018 considering the date the Company acquired PlanGrid and the effects of the pro forma adjustments described above
question: What is the total revenue for the fiscal year 2019?
answer: $2,632.6
question: What is the % change in the total revenue from 2018 to 2019?
answer: 25.41
derivation: (($2,632.6-$2,099.2)/$2,099.2)
scale: percent
question: What is the change in the net loss from 2018 to 2019?
answer: -534.4
derivation: (734.5)-(200.1)
scale: million
question: What is the average total revenue from 2018 to 2019?
answer: 2365.9
derivation: (2,632.6+2,099.2)/2 
scale: million
Questions and answers about page 1 of the financial report oracle-corporation_2019.pdf:

question: How many PSUs were granted in fiscal 2019?
answer: No PSUs were granted in each of fiscal 2019 and 2018.
question: How many PSUs remained outstanding as of May 31, 2019?
answer: In fiscal 2019, 2.4 million PSUs vested and 1.3 million PSUs remained outstanding as of May 31, 2019.
question: When does the company's fiscal year end?
answer: May 31
question: How many shares were granted over the 3 year period from 2017 to 2019 ?
answer: 139
derivation: (42+44+53)
scale: million
question: What is the average total grant date fair value of restricted stock-based awards that were vested and issued in fiscal 2019, 2018 and 2017, in millions?
answer: 1005
derivation: (($1.3 billion +$1.0 billion +$715 million)/3)
scale: million
question: What is the total grant date fair value of restricted stock-based awards that were granted in fiscal 2019?
answer: 2250.91
derivation: 53*42.47
scale: million
Questions and answers about page 1 of the financial report teekay-corporation_2019.pdf:

question: What was Amortization of in-process revenue contracts for the year ended December 31, 2019?
answer: $5.9 million
question: What was amortization of in-process revenue contracts for the year 2020?
answer: $5.9 million
question: What was Amortization of in-process revenue contracts for the year 2018 and 2017 respectively?
answer: $14.5 million
$27.2 million
question: What is the change in Deferred revenues and gains from December 31, 2019 to December 31, 2018?
answer: -2712
derivation: 28,612-31,324
scale: thousand
question: What is the change in Guarantee liabilities from December 31, 2019 to December 31, 2018?
answer: 679
derivation: 10,113-9,434
scale: thousand
question: What is the change in Asset retirement obligation from December 31, 2019 to December 31, 2018?
answer: 3309
derivation: 31,068-27,759
scale: thousand
Questions and answers about page 1 of the financial report proofpoint_2019.pdf:

question: When is revenue being recognised by the company?
answer: when control of the services or products are transferred to the customers, in an amount that reflects the consideration the Company expects to be entitled to in exchange for those services or products
question: What method is used to measure the progression of how the company transfer its control?
answer: time-elapsed method
question: What does support revenue consists of? 
answer: ongoing security updates, upgrades, bug fixes, and maintenance
question: What percentage is the total revenue is from Hardware and services in year 2019?
answer: 1.48
derivation: 13,184 / 888,190
scale: percent
question: How many percent did the revenue increase from the year 2017 to 2018?
answer: 37.97
derivation: (716,994 - 519,681) /519,681
scale: percent
question: How much did Subscription service revenue increase from the year 2018 to 2019?
answer: 168129
derivation: 849,267 - 681,138
scale: thousand
Questions and answers about page 1 of the financial report quicklogic-corporation_2019.pdf:

question: What are the respective values of operating leases due in less than 1 year and between 1 to 3 years?
answer: $611
$902
scale: thousand
question: What are the respective values of finance software lease obligations due in less than 1 year and between 1 to 3 years?
answer: 214
300
scale: thousand
question: What are the respective values of the company's total contractual cash obligations due in less than 1 year and between 1 to 3 years?
answer: 1,268
1,229
scale: thousand
question: What is the average operating leases due in less than 1 year and between 1 to 3 years?
answer: 756.5
derivation: ($611 + $902)/2 
scale: thousand
question: What is the average finance software lease obligations due in less than 1 year and between 1 to 3 years?
answer: 257
derivation: (214 + 300)/2 
scale: thousand
question: What is the average  total contractual cash obligations due in less than 1 year and between 1 to 3 years?
answer: 1248.5
derivation: (1,268 + 1,229)/2 
scale: thousand
Questions and answers about page 1 of the financial report gaslog-ltd_2019.pdf:

question: How many percent of shareholding in Gastrade did GasLog acquire?
answer: 20%
question: Which country will the development of an independent natural gas system take place?
answer: Greece
question: In which years was the investments recorded for?
answer: 2018
2019
question: In which year was the dividend declared higher?
answer: 2018
derivation: (2,023) > (878)
question: What was the change in additions from 2018 to 2019?
answer: 22
derivation: 158 - 136 
scale: thousand
question: What was the percentage change in share of profit of associates from 2018 to 2019?
answer: -9.61
derivation: (1,627 - 1,800)/1,800 
scale: percent
Questions and answers about page 1 of the financial report a10-networks-inc_2019.pdf:

question: What are the three categories of restructuring expenses?
answer: Employee severance and related payroll taxes
Facilities closure expenses
Legal fees
question: What is the change in workforce as a result of the restructuring?
answer: reduction of approximately 5%
question: What is the restructuring costs incurred by the company?
answer: $2,530
scale: thousand
question: What is the proportion of the cost of revenue and research and development expenses as a percentage of the total restructuring expense?
answer: 18.06
derivation: ($28 + $429)/$2,530 
scale: percent
question: What is the total legal fees and facilities expenses?
answer: 613
derivation: 89+524
scale: thousand
question: What is the total Sales and marketing and General and administrative?
answer: 2073
derivation: 1,790+283
scale: thousand
Questions and answers about page 1 of the financial report luna-innovations-incorporated_2019.pdf:

question: Was there any transaction-related expenses associated with the acquisition for the year ended December 31, 2018?
answer: There were no transaction-related expenses associated with the acquisition for the year ended December 31, 2018.
question: What is the change in Revenue from December 31, 2018 and 2019?
answer: 12327006
derivation: 72,576,902-60,249,896
question: What is the average Revenue for December 31, 2018 and 2019?
answer: 66413399
derivation: (72,576,902+60,249,896) / 2
question: In which year was Revenue less than 65,000,000?
answer: 2018
derivation: locate and analyze Revenue in row 4
question: What was the Income from continuing operations in 2019 and 2018 respectively?
answer: $6,912,802
$1,559,008
question: What was the revenue in 2019?
answer: $72,576,902
Questions and answers about page 1 of the financial report conagra-brands-inc_2019.pdf:

question: Who receives the grant awards of restricted stock units and cash-settled restricted stock units ("share units") according to stockholder-approved equity incentive plans?
answer: employees and directors
question: How much were the compensation expenses for the company’s stock-settled share unit awards for fiscal 2017, 2018, and 2019, respectively?
answer: $18.2 million
$21.8 million
$23.9 million
question: How much were the total intrinsic values of stock-settled share units during fiscal 2017 and 2018, respectively?
answer: $27.0 million
$18.5 million
question: What is the ratio of the total price of stock-settled nonvested share units to the total intrinsic value of stock-settled share units vested during 2019?
answer: 2.57
derivation: (1.81*34.89)/24.6 
question: What is the total price of nonvested share units?
answer: 98.26
derivation: (1.81*34.89)+(0.97*36.20) 
scale: million
question: What is the average total price of granted share units for either stock-settled or cash-settled, during that year ?
answer: 51.23
derivation: ((0.89*35.43)+(1.95*36.37))/2 
scale: million