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

question: What does intersegment revenues reflect?
answer: licensing and service fees charged between segments.
question: What is the segment operating income in 2019?
answer: $2,054
scale: million
question: What is the segment net revenues in 2018?
answer: $6,835
scale: million
question: What is the percentage change in segment net revenues between 2018 and 2019?
answer: -12.67
derivation: ($5,969-$6,835)/$6,835
scale: percent
question: What is the percentage change in segment operating income between 2018 and 2019?
answer: -16.03
derivation: ($2,054-$2,446)/$2,446
scale: percent
question: What is the change in revenues from non-reportable segments between 2018 and 2019?
answer: -18
derivation: (462-480)
scale: million
Questions and answers about page 1 of the financial report sophos-group_2019.pdf:

question: What do the reconciling items in the table represent?
answer: the impact of rate differentials in tax jurisdictions and the impact of non-taxable benefits and non-deductible expenses arising from differences between the local tax base and the reported Financial Statements.
question: What is the Chief Financial Officer responsible for?
answer: responsible for tax strategy supported by a global team of tax professionals. Sophos strives for an open and transparent relationship with all revenue authorities and is vigilant in ensuring that the Group complies with current tax legislation.
question: In which years was the Charge for taxation on profit for the year recorded?
answer: 2019
2018
question: In which year was the Charge for taxation on profit  for the year larger?
answer: 2019
derivation: 26.7>19.9
question: What was the change in the Charge for taxation on profit  for the year in 2019 from 2018?
answer: 6.8
derivation: 26.7-19.9
scale: million
question: What was the percentage change in the Charge for taxation on profit for the year in 2019 from 2018?
answer: 34.17
derivation: (26.7-19.9)/19.9
scale: percent
Questions and answers about page 1 of the financial report Monolithic-Power-Systems-Inc_2019.pdf:

question: What was the total deferred compensation plan asset components in 2018 and 2019 respectively?
answer: 31,970
38,858
scale: thousand
question: Does the company make contributions to the non-qualified, unfunded deferred compensation plan or guarantee returns on investments?
answer: does not make contributions to the plan or guarantee returns on the investments
question: Where can changes in the fair value of the liabilities be found?
answer: operating expense on the Consolidated Statements of Operations
question: What was the change in Cash surrender value of corporate-owned life insurance policies from 2018 to 2019?
answer: 3780
derivation: 16,883-13,103
scale: thousand
question: What was the percentage change in amount spent on other long-term liabilities from 2018 to 2019?
answer: 22.87
derivation: (39,665-32,283)/32,283
scale: percent
question: Which year had a higher total liability?
answer: 2019
derivation:  $40,090> $32,730
Questions and answers about page 1 of the financial report greensky-inc_2019.pdf:

question: What was the total revenue for 2019?
answer: 529,646
scale: thousand
question: What was the operating profit in the first quarter?
answer: 11,488
scale: thousand
question: What was the net income in the third quarter?
answer: 44,075
scale: thousand
question: How many quarters did the the Net Income exceed $10,000 thousand?
answer: 2
derivation: second quarter##third quarter
question: What was the change in operating profit between the third and fourth quarter?
answer: -41837
derivation: 10,561-52,398
scale: thousand
question: What was the percentage change in the basic earnings per share of Class A common stock between the first and second quarter?
answer: 300
derivation: (0.20-0.05)/0.05
scale: percent
Questions and answers about page 1 of the financial report metro-ag_2019.pdf:

question: What is offset by income from logistics services?
answer: The expenses from logistics services provided by METRO LOGISTICS to companies intended for sale and non-group companies
question: Where is income from logistics services reported?
answer: reported under other operating income.
question: What are the components under Other operating expenses in the table?
answer: Expenses from logistics services
Losses from the disposal of fixed assets
Impairment losses on goodwill
Miscellaneous
question: In which year was the amount of Losses from the disposal of fixed assets larger?
answer: 2018/2019
derivation: 6>4
question: What was the change in Losses from the disposal of fixed assets in 2018/2019 from 2017/2018?
answer: 2
derivation: 6-4
scale: million
question: What was the percentage change in Losses from the disposal of fixed assets in 2018/2019 from 2017/2018?
answer: 50
derivation: (6-4)/4
scale: percent
Questions and answers about page 1 of the financial report intel-corporation_2019.pdf:

question: What are the types of contractual obligations in the table?
answer: Operating lease obligations
Capital purchase obligations
Other purchase obligations and commitments
Tax obligations
Long-term debt obligations
Other long-term liabilities
question: What payments do Other purchase obligations and commitments include?
answer: include payments due under various types of licenses and agreements to purchase goods or services.
question: Why are derivative instruments excluded from the preceding table?
answer: Because they do not represent the amounts that may ultimately be paid.
question: What is the capital purchase obligations expressed as a percentage of the contractual obligations that is due in less than 1 year?
answer: 55.6
derivation: 9,300/16,728
scale: percent
question: Which Payments Due by Period has the highest total contractual obligation?
answer: More Than 5 Years
derivation: For ROW9 COL4 to 7 find the largest number and the corresponding period in ROW2
question: What is the percentage change of total liabilities due from Less than 1 year to 1-3 years?
answer: -24.26
derivation: (12,670-16,728)/16,728
scale: percent
Questions and answers about page 1 of the financial report micron-technology-inc_2019.pdf:

question: What is the percentage change in stock-based compensation expense from 2017 to 2018?
answer: -7.91
derivation: ($198-$215)/$215 
scale: percent
question: What is the difference between stock-based compensation expenses between 2018 and 2019?
answer: 45
derivation: $243-$198 
scale: million
question: What was the stock-based compensation expense of ESPP by type of reward in 2019?
answer: 32
scale: million
question: How much stock-based compensation expense was capitalized and remained in inventory as of August 29, 2019?
answer: $30 million
question: How much was the income tax benefit related to share-based compensation in 2018 and 2017 respectively?
answer: $158 million
$97 million
question: What is the proportion of income tax benefit related to share-based compensation over the total stock-based compensation expense in 2019?
answer: 0.27
derivation: 66/243
Questions and answers about page 1 of the financial report cubic-corp_2019.pdf:

question: What is the percentage increase in CTS sales in 2018?
answer: 16%
question: What resulted in a higher operating income?
answer: increased volumes of system development work and services, including work on new projects and change orders, primarily in North America and the U.K. Operating income was also higher due to operational efficiencies and reductions in R&D spending
question: What is the Sales for 2018?
answer: $ 670.7
scale: million
question: In which year was the amortization of purchased intangibles included in the CTS operating results lower?
answer: 2018
derivation: 5.2<5.7
question: What is the change in CTS adjusted EBITDA?
answer: 24.5
derivation: 73.3-48.8
scale: million
question: What is the average operating income in 2017 and 2018?
answer: 50.1
derivation: (60.4+39.8)/2
scale: million
Questions and answers about page 1 of the financial report Nextdc-Ltd_2019.pdf:

question: What were the maturity groupings of the Group's financial liabilities?
answer: Within 12 months
Between 1 and 5 years
Over 5 years
question: What was the assumption behind the cash flows for unsecured notes?
answer: the early redemption options would not be exercised by the Group.
question: What was the value of lease liabilities maturing between 1 and 5 years in 2019?
answer: 26,709
scale: thousand
question: Which financial liabilities in 2019, maturing within 12 months, was the greatest?
answer: Unsecured notes
derivation: 44,840 vs 46,634 vs 5,008
question: What was the 2019 percentage change in carrying amount of total non-derivatives?
answer: 175.87
derivation: (912,017 - 330,594) / 330,594 
scale: percent
question: What was the 2019 percentage change in total contractual cash flows of total non-derivatives?
answer: 199.83
derivation: (1,190,451 - 397,047) / 397,047 
scale: percent
Questions and answers about page 1 of the financial report golar-lng-ltd_2019.pdf:

question: In which years was the other consolidated results recorded for?
answer: 2018
2019
question: What was the reason for the change in other financial items, net?
answer: Primarily as a result of consolidating our lessor VIEs.
question: What accounted for the increase in net income attributable to non-controlling interests?
answer: Due to the completion of the Hilli Disposal in July 2018
question: Which year has a higher income tax?
answer: 2018
derivation: (1,267) > (1,024)
question: What was the change in net unrealized losses on the interest rate swaps?
answer: -17.1
derivation: -16.5 - 0.6 
scale: million
question: What was the percentage change in net income attributable in relation to the non-controlling shareholders who hold interests in Hilli LLC?
answer: 85.28
derivation: (36.5 - 19.7)/19.7 
scale: percent
Questions and answers about page 1 of the financial report advanced-energy_2019.pdf:

question: How does the company record the estimated cost of warranty obligation?
answer: when revenue is recognized and is based upon our historical experience by product, configuration and geographic region.
question: What are the years included in the table for Changes in our product warranty obligation
answer: 2019
2018
2017
question: What was the balance at the beginning of period in 2017?
answer: $2,329
scale: thousand
question: What was the change in warranty acquired in business combinations between 2018 and 2019?
answer: 4513
derivation: 4,818-305
scale: thousand
question: What was the Increases to accruals between 2017 and 2018?
answer: -423
derivation: 1,606-2,029
scale: thousand
question: What was the percentage change in balances at end of period between 2018 and 2019?
answer: 207.73
derivation: ($6,413-$2,084)/$2,084
scale: percent
Questions and answers about page 1 of the financial report roper-technologies_2019.pdf:

question: What are the proportions of export sales from the U.S. to Asia and Europe, respectively? 
answer: 33%
24%
question: What is the total net revenue from Canada in 2019?
answer: $ 222.4
question: What is the total net revenue from the rest of the world in 2017?
answer: 120.0
question: What is the percentage change in net revenue from the Middle East in 2019 compared to 2018?
answer: 1.47
derivation: (103.6-102.1)/102.1 
scale: percent
question: What is the proportion of net revenue from Europe and Asia over total net revenue in 2017?
answer: 0.69
derivation: (596.2 +325.4)/1,341.2 
question: What is the ratio of net revenue from the Application Software segment to the Process Technologies segment in 2018?
answer: 0.74
derivation: 264.5/357.3
Questions and answers about page 1 of the financial report ringcentral_2019.pdf:

question: What are the respective subscription revenue in 2017, 2018 and 2019?
answer: $465,254
$612,888
$817,811
scale: thousand
question: What are the respective other revenue in 2017, 2018 and 2019?
answer: 38,363
60,736
85,047
scale: thousand
question: What are the respective total revenue in 2017, 2018 and 2019?
answer: 503,617
673,624
902,858
scale: thousand
question: What is the percentage change in subscription revenue between 2017 and 2018?
answer: 31.73
derivation: (612,888 - 465,254)/465,254 
scale: percent
question: What is the percentage change in total revenue between 2017 and 2018?
answer: 33.76
derivation: (673,624 - 503,617)/503,617 
scale: percent
question: What is the average other cost between 2017 to 2019?
answer: 50158.67
derivation: (70,723 + 47,675 + 32,078)/3 
scale: thousand
Questions and answers about page 1 of the financial report nanthealth-inc_2019.pdf:

question: Where is the company's corporate headquarters located?
answer: Culver City, California
question: What are the respective types of facilities in Boston and Panama City?
answer: Lease
Lease
question: What are the respective square feet of the facilities located in Boston and Phoenix?
answer: 31,752
4,865
question: What is the average square feet of the company's facilities in Boston and Panama City?
answer: 41520
derivation: (31,752 + 51,288)/2 
question: What is the average square feet of the company's facilities in Belfast and Phoenix?
answer: 10182.5
derivation: (15,500 + 4,865)/2 
question: What is the value of the company's facility in Phoenix as a percentage of the total square feet of all its facilities in the U.S.?
answer: 4.14
derivation: 4,865/117,588 
scale: percent
Questions and answers about page 1 of the financial report lam-research-corporation_2019.pdf:

question: What did the committee grant Mr Bettinger?
answer: a one-time service-based restricted stock unit (RSU) award with a nominal value of $8,000,000 and a four-year vesting schedule
question: What did the independent members of the Board grant Mr Archer on December 6, 2018?
answer: a $5,000,000 equity award consisting of 50% service-based RSUs
50% stock options with a four-year vesting schedule
question: Why did Mr Anstice not participate in the 2019/2021 LTIP?
answer: he terminated his employment with the Company as of December 5, 2018
question: Which named executive officer has the highest Service-based RSUs Award?
answer: Timothy M. Archer
derivation: Find the named executive officer with the highest Service-based RSUs Award
question: Which named executive officer has the highest Stock Options Award?
answer: Timothy M. Archer
derivation: Find the named executive with the highest Stock Options Award
question: Which named executive officer has the highest Target Award Opportunity?
answer: Timothy M. Archer
derivation: Find the named executive officer with the highest Target Award Opportunity
Questions and answers about page 1 of the financial report bce-inc_2019.pdf:

question: What is fair value?
answer: the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date.
question: What is the fair value methodology for debt securities and other debt?
answer: Quoted market price of debt
question: Which segments approximate fair value as they are short-term?
answer: The carrying values of our cash and cash equivalents, trade and other receivables, dividends payable, trade payables and accruals, compensation payable, severance and other costs payable, interest payable, notes payable and loans secured by trade receivables
question: What is the percentage change in carrying values for CRTC deferral account obligation in 2019?
answer: -24.07
derivation: (82-108)/108
scale: percent
question: What is the percentage change in fair values for CRTC tangible benefits obligation in 2019?
answer: -52.46
derivation: (29-61)/61
scale: percent
question: What is the sum of carrying values in 2019?
answer: 18764
derivation: 29+82+18,653
Questions and answers about page 1 of the financial report agilysys-inc_2019.pdf:

question: What was the liability related to uncertain tax position in 2019?
answer: $0.6 million
question: What was the interest and penalties accrued in 2019?
answer: approximately $0.5 million
question: When did the statute of limitations open?
answer: fiscal year 2012 forward in certain state jurisdictions
question: What was the increase / (decrease) in the Balance at April 1 from 2018 to 2019?
answer: -301
derivation: 687 - 988
scale: thousand
question: What was the average relating to lapse in statute for 2017-2019?
answer: -44.33
derivation: -(107 + 1 + 25) / 3
scale: thousand
question: What was the percentage increase / (decrease) in the balance at March 31 from 2018 to 2019?
answer: -15.57
derivation: 580 / 687 - 1
scale: percent
Questions and answers about page 1 of the financial report bt-group-plc_2019.pdf:

question: How much contract liability was recognised at 1 April 2018?
answer: £1,216m of the contract liability recognised at 1 April 2018
question: How much Impairment losses was recognised at 2018?
answer: Impairment losses of £36m were recognised on contract assets during the year.
question: What was the current contract assets at 2019?
answer: 1,353
scale: million
question: What is the change in Contract assets: Current from 31 March 2019 to 1 April 2018?
answer: -64
derivation: 1,353-1,417
scale: million
question: What is the change in Contract assets: Non-Current from 31 March 2019 to 1 April 2018?
answer: 51
derivation: 249-198
scale: million
question: What is the change in Contract liabilities: Current from 31 March 2019 to 1 April 2018?
answer: -181
derivation: 1,225-1,406
scale: million
Questions and answers about page 1 of the financial report loral-space-communications-inc_2019.pdf:

question: When are the plan assets valued each year?
answer: December 31 each year
question: How often is The Statement of Investment Policies and Procedures reviewed and who reviews it?
answer: annual basis
the Management Level Pension Fund Investment Committee
question: What are the respective percentage of the plan assets fair value allocated to Canada equity securities in 2018 and 2019 respectively?
answer: 20.8%
22.3%
question: What is the percentage change in plan asset fair value allocated in Canada equity securities between 2018 and 2019?
answer: 1.5
derivation: 22.3% - 20.8% 
scale: percent
question: What is the total percentage of plan asset fair value allocated to fixed income instruments in 2018 and 2019?
answer: 86.9
derivation: 41.2% + 45.7% 
scale: percent
question: What is the total percentage of plan asset fair value allocated to cash and cash equivalents in 2018 and 2019?
answer: 5.3
derivation: 2.6% + 2.7% 
scale: percent
Questions and answers about page 1 of the financial report extreme-networks-inc_2019.pdf:

question: Which years does the table provide information for the Company’s product warranty liability?
answer: 2019
2018
question: What was the Balance beginning of period in 2018?
answer: 10,584
scale: thousand
question: What was the amount of new warranties issued in 2019?
answer: 22,919
scale: thousand
question: How many years did the Balance beginning of period exceed $10,000 thousand?
answer: 2
derivation: 2019##2018
question: What was the change in the Warranty expenditures between 2018 and 2019?
answer: -8997
derivation: -20,947-(-11,950)
scale: thousand
question: What was the percentage change in New warranties issued between 2018 and 2019?
answer: 118.46
derivation: (22,919-10,491)/10,491
scale: percent
Questions and answers about page 1 of the financial report adtran-inc_2019.pdf:

question: What was the net sales in Three Months Ended March 31, 2019?
answer: $143,791
scale: thousand
question: What was the Gross Profit in Three Months Ended June 30, 2019?
answer: $65,015
scale: thousand
question: What does the table show?
answer: UNAUDITED QUARTERLY OPERATING RESULTS
question: What is the total net sales of the 3 highest earning quarters in 2019?
answer: 415969
derivation:  $143,791 + $156,391 + $115,787 
scale: thousand
question: What was the change in gross profit between  Three Months Ended  March 31, 2019 and June 30, 2019?
answer: 4403
derivation: $65,015-$60,612
scale: thousand
question: What was the percentage change in Net sales between Three Months Ended  September and December in 2019?
answer: 1.49
derivation: ( $115,787 - $114,092 )/ $114,092 
scale: percent
Questions and answers about page 1 of the financial report cogent-communications-group-inc_2019.pdf:

question: What are the respective domestic income before income taxes in 2017 and 2018?
answer: $52,250
$63,878
scale: thousand
question: What are the respective domestic income before income taxes in 2018 and 2019?
answer: $63,878
$72,773
scale: thousand
question: What are the respective foreign losses before income taxes in 2017 and 2018?
answer: 21,132
22,496
scale: thousand
question: What is the average domestic income before income taxes in 2017 and 2018?
answer: 58064
derivation: ($52,250 + $63,878)/2 
scale: thousand
question: What is the average domestic income before income taxes in 2018 and 2019?
answer: 68325.5
derivation: ($63,878 + $72,773)/2 
scale: thousand
question: What is the average foreign losses before income taxes in 2017 and 2018?
answer: 21814
derivation: (21,132 + 22,496)/2
scale: thousand
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: Which financial years' information is shown in the table?
answer: 2017
2018
2019
question: What does the table explain?
answer: the differences between the expected tax expense, being the aggregate of the Group’s geographical split of profits multiplied by the relevant local tax rates and the Group’s total tax expense for each year
question: How much is the 2018 aggregated expected income expense ?
answer: 985
scale: million
question: What is the 2018 deferred tax on overseas earnings, excluding the 15€m charge relating to the combination of Vodafone India with Idea Cellular?
answer: 9
derivation: 24-15
scale: million
question: What is the 2017 deferred tax on overseas earnings, excluding the 95€m charge relating to the combination of Vodafone India with Idea Cellular?
answer: -69
derivation: 26-95
scale: million
question: What is the change between 2017-2018 and 2018-2019 average income tax expense?
answer: -1634
derivation: [1,496 +(-879)]/ 2 - [(-879)+ 4,764]/ 2
scale: million
Questions and answers about page 1 of the financial report cogent-communications-group-inc_2019.pdf:

question: What are the respective number of basic weighted average common shares in 2018 and 2019?
answer: 45,280,161
45,542,315
question: What are the respective number of basic weighted average common shares in 2017 and 2018?
answer: 44,855,263
45,280,161
question: What are the respective number of dilutive effect of stock options in 2018 and 2019?
answer: 33,134
32,222
question: What is the average number of basic weighted average common shares in 2018 and 2019?
answer: 45411238
derivation: (45,542,315 + 45,280,161)/2
question: What is the average number of basic weighted average common shares in 2017 and 2018?
answer: 45067712
derivation: (44,855,263 + 45,280,161)/2 
question: What is the average dilutive effect of stock options in 2018 and 2019?
answer: 32678
derivation: (33,134 + 32,222)/2
Questions and answers about page 2 of the financial report cogeco-inc_2019.pdf:

question: What percentage of outstanding subordinate shares are available for issuance under the corporation offer?
answer: 10%
question: What maximum percentage of employee's base annual salary can be used for Employee Stock Purchase Plan?
answer: 7%
question: What is the total number of shares under Stock option plan A?
answer: 3,432,500 subordinate voting shares
question: What is the increase / (decrease) in the Options Outstanding, beginning of the year shares from 2018 to 2019?
answer: 167008
derivation: 819,393 - 652,385
question: What is the average options granted from 2018 to 2019?
answer: 241437.5
derivation: (201,525 + 281,350) / 2
question: What is the average Outstanding, end of the year options from 2018 to 2019?
answer: 767503.5
derivation: (715,614 + 819,393) / 2