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

question: What is used for to conduct valuation-related analysis and make capital structure-related decisions?
answer: We use adjusted net debt and debt leverage ratio to conduct valuation-related analysis and make capital structure-related decisions.
question: What is included in the adjusted net debt?
answer: djusted net debt includes long-term debt, net debt derivative assets or liabilities, short-term borrowings, and cash and cash equivalents.
question: Where is debt derivatives valued without adjustment for credit risk used for evaluation?
answer: For purposes of calculating adjusted net debt and debt leverage ratio, we believe including debt derivatives valued without adjustment for credit risk is commonly used to evaluate debt leverage and for market valuation and transactional purposes.
question: What is the increase/ (decrease) in Long-term debt from December 31, 2018 to December 31, 2019?
answer: 1726
derivation: 16,130-14,404
scale: million
question: What is the increase/ (decrease) in Net debt derivative assets valued without any adjustment for credit risk from December 31, 2018 to December 31, 2019?
answer: -34
derivation: 1,414-1,448
scale: million
question: What is the increase/ (decrease) in Cash and cash equivalents from December 31, 2018 to December 31, 2019?
answer: 89
derivation: 494-405
scale: million
Questions and answers about page 1 of the financial report commvault-systems-inc_2019.pdf:

question: How much was the Restructuring charges related to lease abandonment charges and severance and payroll related charges respectively?
answer: 1,034
14,606
scale: thousand
question: Why did the company initiate a restructuring plan?
answer: to increase efficiency in its sales, marketing and distribution functions as well as reduce costs across all functional areas.
question: What is the ending balance at March 31, 2019 for Lease abandonment charges and Severance & payroll related charges respectively?
answer: $494
$1,089
scale: thousand
question: What is the net total restructuring charges and payments for Severance & payroll related charges and lease abandonment charges?
answer: 2458
derivation: 14,606-12,642+1,034-540
scale: thousand
question: What fraction of the total restructuring charges included stock-based compensation?
answer: 0.18
derivation: 2,632/14,765
question: How much more was the balance at march 31, 2019 for Severance & payroll related charges than lease abandonment charges?
answer: 595
derivation: 1,089-494
scale: thousand
Questions and answers about page 1 of the financial report activision-blizzard-inc_2019.pdf:

question: What does Net revenues from “Digital online channels” include?
answer: revenues from digitally-distributed subscriptions, downloadable content, microtransactions, and products, as well as licensing royalties.
question: What does Net revenues from “Other” include?
answer: revenues from our Distribution business and the Overwatch League.
question: What was net revenues from retail channels in 2019?
answer: 909
scale: million
question: What is the total consolidated net revenue of Digital Online channels and Other in 2019?
answer: 5580
derivation: $4,932+648
scale: million
question: What is the total consolidated net revenue of Digital Online channels and Other in 2018?
answer: 6393
derivation: $5,786+607
scale: million
question: What percentage of total consolidated net revenue consists of Other in 2019?
answer: 9.99
derivation: (648/$6,489)
scale: percent
Questions and answers about page 1 of the financial report atlassian-corp-plc_2019.pdf:

question: As of June 30, 2019, what is the amount of cash and cash equivalents?
answer: $1.3 billion
question: As of June 30, 2019, what is the amount of trade receivables?
answer: $82.5 million
question: What is the net cash used in investing activities in fiscal year ended 2019?
answer: (604,198)
scale: thousand
question: What is the difference in net cash provided by operating activities between fiscal year ended 2018 and 2019?
answer: 154886
derivation: 466,342-311,456
scale: thousand
question: What is the average net cash used in by investing activities for fiscal years 2017-2019?
answer: -293489
derivation: -(604,198+51,696+224,573)/3
scale: thousand
question: What is the percentage change of net cash provided by operating activities between fiscal year 2017 to 2018?
answer: 56.21
derivation: (311,456-199,381)/199,381
scale: percent
Questions and answers about page 1 of the financial report godaddy-inc_2019.pdf:

question: What does benefit for income taxes include?
answer: U.S. federal, state and foreign income taxes
question: What does the table show?
answer: The domestic and foreign components of our income from continuing operations before income taxes
question: Which financial years' information is shown in the table?
answer: 2017
2018
2019
question: What is the average U.S. income from continuing operations before income taxes for 2018 and 2019?
answer: 157.65
derivation: (176.4+138.9)/2
question: What is the average U.S. income from continuing operations before income taxes for 2017 and 2018?
answer: 159.75
derivation: (138.9+180.6)/2
question: What is the change in the average U.S. income from continuing operations before income taxes between 2017-2018 and 2018-2019? 
answer: -2.1
derivation: [(176.4+138.9)/2] - [(138.9+180.6)/2]
Questions and answers about page 1 of the financial report te-connectivity-ltd_2019.pdf:

question: What are the net sales by geographic region to external customers attributed to?
answer: individual countries based on the legal entity that records the sale
question: What are the net sales by geographic region in the table presented as a percentage of?
answer: total net sales
question: Which are the geographic regions in which the company operates in?
answer: Europe/Middle East/Africa (“EMEA”)
Asia–Pacific
Americas
question: In which year was the percentage in Americas the largest?
answer: 2019
derivation: 31%>29%>28%
question: What was the change in percentage in Americas in 2019 from 2018?
answer: 3
derivation: 31-28
scale: percent
question: What was the average net sales in Asia-Pacific as a percentage of total net sales across 2017, 2018 and 2019?
answer: 34
derivation: (33+34+35)/3
scale: percent
Questions and answers about page 1 of the financial report cts-corporation_2019.pdf:

question: What were the planned costs for Other Charges?
answer: 1,300
scale: thousand
question: What were the actual restructuring costs?
answer: 16,030
scale: thousand
question: What was the actual amount of Building and Equipment Relocation costs?
answer: 10,534
scale: thousand
question: What was the difference between the planned costs and actual costs incurred for Building and Equipment Relocation?
answer: 1509
derivation: 10,534-9,025
scale: thousand
question: What was the difference between the planned costs and actual costs incurred for Workforce Reduction?
answer: 265
derivation: 3,340-3,075
scale: thousand
question: What was the difference between the planned costs and actual costs incurred for total Restructuring Charges?
answer: 2630
derivation: 16,030-13,400
scale: thousand
Questions and answers about page 1 of the financial report agilysys-inc_2019.pdf:

question: What is product revenue comprised of?
answer: Products revenue is comprised of revenue from the sale of software along with third party hardware and operating systems
question: What is the Products revenue in 2019?
answer: $39,003
scale: thousand
question: What does the table show?
answer: revenue and costs of goods sold in three categories: • Products (hardware and software) • Support, maintenance and subscription services • Professional services
question: What is the increase / (decrease) in products from 2018 to 2019?
answer: 5304
derivation: 39,003 - 33,699
scale: thousand
question: What is the average Support, maintenance and subscription services for 2018-2019?
answer: 72282
derivation: (75,496 + 69,068) / 2
scale: thousand
question: What was the average Professional services for 2018-2019?
answer: 25468
derivation: (26,343 + 24,593) / 2
scale: thousand
Questions and answers about page 1 of the financial report spirax-sarco-engineering-plc_2019.pdf:

question: What is the Fair value of scheme’s assets at 2019?
answer: 59.5
scale: million
question: What was the actual return on plan assets?
answer: a gain of £5.5m (2018: £1.0m loss)
question: For which years was the net pension asset calculated for?
answer: 2019
2018
question: In which year was the net pension asset larger?
answer: 2019
derivation: 4.7>3.1
question: What was the change in net pension asset from 2018 to 2019?
answer: 1.6
derivation: 4.7-3.1
scale: million
question: What was the percentage change in net pension asset from 2018 to 2019?
answer: 51.61
derivation: (4.7-3.1)/3.1
scale: percent
Questions and answers about page 1 of the financial report torm_2019.pdf:

question: Under reversal of impairment, where can additional information regarding impairment considerations be found?
answer: refer to note 8
question: What is included in the carrying amount for "Vessels and capitalized dry-docking"?
answer: capitalized drydocking costs
question: What are the sub-elements under Vessels and capitalized dry-docking in the table?
answer: Cost
Depreciation
Impairment
question: In which year was the impairment losses on tangible fixed assets the largest?
answer: 2019
derivation: 6.0>3.6>3.2
question: What was the change in Additions in 2019 from 2018?
answer: -81.4
derivation: 81.3-162.7
scale: million
question: What was the percentage change in Additions in 2019 from 2018?
answer: -50.03
derivation: (81.3-162.7)/162.7
scale: percent
Questions and answers about page 1 of the financial report zix-corporation_2019.pdf:

question: What was the high and low value for ZIXI for the quarter ended March 31 2019?
answer: 9.07
5.34
question: How many shares of common stock are there outstanding as at March 4, 2020?
answer: 55,641,885
question: Where can one find information on options and stock-based compensation awards outstanding and available for future grants?
answer: Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters.
question: What is the average number of shares of common stock outstanding held by each shareholder as of March 4 2020?
answer: 139453.35
derivation: 55,641,885/399
question: What is the average low sale prices for the year 2019?
answer: 6.29
derivation: (5.34+6.66+6.91+6.25)/4
question: What was the change in high value for the quarter ended september 30 in 2019 than 2018?
answer: 4.58
derivation: 10.51-5.93
Questions and answers about page 1 of the financial report nortonlifelock-inc_2019.pdf:

question: What does the table show?
answer: The principal components of deferred tax assets and liabilities
question: As of March 30, 2018, what is the  Tax credit carryforwards?
answer: $30
scale: million
question: What is the reason for the increase in valuation allowance provided against deferred tax assets as of March 29, 2019?
answer: due to a corresponding increase in unrealized capital losses from equity investments, certain acquired tax loss and tax credits carryforwards, and California research and development credits
question: What is the total Net deferred tax assets (liabilities) for as of  March 29, 2019 and March 30, 2018?
answer: -293
derivation: 253+(-546)
scale: million
question: What is the average Net deferred tax assets (liabilities) for as of  March 29, 2019 and  March 30, 2018?
answer: -146.5
derivation: (253+(-546))/2
scale: million
question: As of March 29, 2019, What is Intangible assets expressed as a percentage of  Gross deferred tax assets?
answer: 50.93
derivation: 384/754
scale: percent
Questions and answers about page 2 of the financial report consolidated-communications-holdings-inc_2019.pdf:

question: What is contract balances?
answer: amounts from an arrangement when either the performance obligation has been satisfied by transferring goods and/or services to the customer in advance of receiving all or partial consideration for such goods and/or services from the customer, or the customer has made payment in advance of obtaining control of the goods and/or services promised to the customer in the contract.
question: What are contract assets related to?
answer: primarily relate to rights to consideration for goods and/or services provided to the customers but for which there is not an unconditional right at the reporting date.
question: Where are the contract asset balances presented?
answer: The contract asset balances are presented in the balance sheets as prepaid expenses and other, and other assets - net.
question: What is the increase / (decrease) in the receivables from 31 December 2018 to 31 December 2019?
answer: 304
derivation: 5,752 - 5,448
question: What is the average contract assets for years ended 2018 and 2019?
answer: 766.5
derivation: (761 + 772) / 2
question: What was the increase / (decrease) in contract liabilities from December 2018 to December 2019?
answer: 200
derivation: 4,721 - 4,521
Questions and answers about page 1 of the financial report sealed-air-corporation_2019.pdf:

question: How was the fair value of the PSUs based on TSR estimated?
answer: a Monte Carlo Simulation
question: What does the table represent?
answer: The number of PSUs granted based on TSR and the assumptions used to calculate the grant date fair value of the PSUs based on TSR
question: On may 18, 2017,  what did the O&C Committee approve?
answer: a change in the vesting policy regarding the existing 2017 Three year PSU Awards for Ilham Kadri.
question: What is the average Risk-free interest rate for the 3 years?
answer: 1.97
derivation: (2.36+2.00+1.56)/3
scale: percent
question: What is the number of units granted for 2019 expressed as a percentage of all units granted?
answer: 30.9
derivation: 70,543/(70,543+56,829+100,958)
scale: percent
question: What is the average Number of units granted for the 3 years?
answer: 76110
derivation: (70,543+56,829+100,958)/3
Questions and answers about page 1 of the financial report alarmcom-holdings-inc_2019.pdf:

question: What was the amount of raw materials in 2019?
answer: $8,921
scale: thousand
question: What was the amount of finished goods in 2018?
answer: 16,594
scale: thousand
question: Which years does the table provide information for net inventory?
answer: 2019
2018
question: What was the change in raw materials between 2018 and 2019?
answer: 2525
derivation: 8,921-6,396
scale: thousand
question: What was the change in finished goods between 2018 and 2019?
answer: 8653
derivation: 25,247-16,594
scale: thousand
question: What was the percentage change in the net total inventory between 2018 and 2019?
answer: 48.62
derivation: (34,168-22,990)/22,990
scale: percent
Questions and answers about page 2 of the financial report activision-blizzard-inc_2019.pdf:

question: What is the cash and cash equivalents in 2019?
answer: 5,794
scale: million
question: What is the cash and cash equivalents in 2018?
answer: 4,225
scale: million
question: What were the short-term investments in 2019?
answer: 69
scale: million
question: What was the percentage change in cash and cash equivalents between 2018 and 2019? 
answer: 37.14
derivation: ($5,794-$4,225)/$4,225
scale: percent
question: What was the percentage change in Short-term investments between 2018 and 2019?
answer: -55.48
derivation: (69-155)/155
scale: percent
question: What percentage of total assets consists of short-term investments in 2019?
answer: 1.18
derivation: 69/5,863
scale: percent
Questions and answers about page 1 of the financial report international-business-machines-corp_2019.pdf:

question: What caused the Systems Hardware revenue to decline?
answer: driven primarily by declines in Power Systems and Storage Systems.
question: What caused the IBM Z revenue to decline?
answer: IBM Z revenue decreased 1.1 percent as reported but was essentially flat adjusted for currency, reflecting the mainframe product cycles. Revenue declined through the first three quarters due to the end of the z14 product cycle, but there was strong growth in the fourth quarter driven by z15 shipments.
question: What caused the Power Systems revenue to decline?
answer: due to the strong performance during the second half of 2018 driven by Linux and the introduction of the POWER9-based architecture in our mid-range and high-end products.
question: What is the average Systems external revenue?
answer: 7819
derivation: (7,604 + 8,034) / 2
scale: million
question: What is the average of Systems Hardware from 2018 to 2019?
answer: 6140.5
derivation: (5,918 + 6,363) / 2
scale: million
question: What is the increase / (decrease) in Operating Systems Software from 2018 to 2019?
answer: 15
derivation: 1,686 - 1,671
scale: million
Questions and answers about page 2 of the financial report nanthealth-inc_2019.pdf:

question: What is the value of the related party gross proceeds as of December 31, 2019?
answer: $10,000
scale: thousand
question: What is the value of other gross proceeds as of December 31, 2019?
answer: $97,000
scale: thousand
question: What is the value of the company's total gross proceeds as of December 31, 2019?
answer: $107,000
scale: thousand
question: What is the value of the company's related party gross proceeds as a percentage of its total gross proceeds in 2019?
answer: 9.35
derivation: 10,000/107,000 
scale: percent
question: What is the average net carrying amount of the company's related party transaction in 2018 and 2019?
answer: 8621
derivation: (8,864 + 8,378)/2 
scale: thousand
question: What is the percentage change in the company's net carrying amount of related party transaction between 2018 and 2019?
answer: 5.8
derivation: (8,864 - 8,378)/8,378 
scale: percent
Questions and answers about page 1 of the financial report Woolworths-Limited_2019.pdf:

question: What is the unit used in the table?
answer: $’000
question: What is the total auditors' remuneration in 2019?
answer: 4,162
scale: thousand
question: What is the meaning of assurance related service in the context of the table?
answer: Assurance related services include various agreed upon procedures and review of the sustainability report.
question: What is the difference in the total auditors' remuneration between 2018 and 2019?
answer: 393
derivation: 4,162 - 3,769 
scale: thousand
question: In 2019, what is the percentage constitution of Deloitte Touche Tohmatsu Australia's remuneration in the total auditors' remuneration?
answer: 86.93
derivation: 3,618/4,162 
scale: percent
question: For the other auditors, what is the percentage change of tax compliance service from 2018 to 2019?
answer: 113.79
derivation: (62-29)/29 
scale: percent
Questions and answers about page 1 of the financial report jack-in-the-box-inc_2019.pdf:

question: When was the Tax Act enacted into law?
answer: December 22, 2017
question: Why was there a decrease of valuation allowance from 2018 to 2019?
answer: Due to the release of the valuation allowance on prior year net operating losses
question: What was the net deferred tax assets in 2019?
answer: $85,564
scale: thousand
question: What is the difference in net deferred tax assets between 2018 and 2019?
answer: 23424
derivation: $85,564-$62,140
scale: thousand
question: What is the average total gross deferred tax assets for 2018 and 2019?
answer: 92101.5
derivation: (103,093+81,110)/2
scale: thousand
question: What is the percentage change in accrued incentive compensation from 2018 to 2019?
answer: 27.35
derivation: (2,617-2,055)/2,055
scale: percent
Questions and answers about page 1 of the financial report bce-inc_2019.pdf:

question: What is the range of periods for contract cost amortization?
answer: 12 to 84 months
question: What is the opening balance in 2019?
answer: 707
question: What is the ending balance in 2019?
answer: 783
question: What is the difference in the opening and ending balances in 2019?
answer: 76
derivation: 783-707
question: What is the total incremental costs of obtaining a contract and contract fulfillment costs in 2018 and 2019?
answer: 1169
derivation: 602+567
question: What is the change in the incremental costs of obtaining a contract and contract fulfillment costs in 2018 to 2019?
answer: 35
derivation: 602-567
Questions and answers about page 1 of the financial report centurylink-inc_2019.pdf:

question: What form was Jeffrey K. Storey's annual grant?
answer: in the form of RSUs
question: How was the number of time-vested and performance-based restricted shares or RSUs determined?
answer: by dividing the total grant value granted to the executive by the volume-weighted average closing price of a share of our common stock over the 15-trading-day period ending five trading days prior to the grant date (“VWAP”), rounding to the nearest whole share
question: Which current executives had their LTI targets increased?
answer: Indraneel Dev
Shaun. C. Andrews
Scott A. Trezise
question: How many current executives have a total grant value above $2,000,000?
answer: 2
derivation: Jeffrey K. Storey##Indraneel Dev
question: What is the difference between Indraneel Dev and Stacey W. Goff's total grant values?
answer: 700000
derivation: $2,700,000-$2,000,000
question: What is the average total grant value for current executives?
answer: 3770000
derivation: ($12,600,000+$2,700,000+$2,000,000+$800,000+$750,000)/5
Questions and answers about page 1 of the financial report nortonlifelock-inc_2019.pdf:

question: What is the revenue from customers inside the U.S. in fiscal 2019?
answer: $2.8 billion
question: What are the regions included in the table?
answer: Americas
EMEA
APJ
question: What areas are included in the Americas?
answer: U.S., Canada, and Latin America
question: What is the average revenue from customers inside the U.S. for fiscal years 2019, 2018 and 2017? 
answer: 2.57
derivation: (2.8+2.8+2.1)/3
scale: billion
question: What is the Revenues from customers inside the U.S. expressed as a percentage of Total net revenues for 2019?
answer: 59.18
derivation: 2.8 billion /4,731 million
scale: percent
question: What is the average Total net revenues for fiscal years 2019, 2018 and 2017?
answer: 4528
derivation: (4,731+4,834+4,019)/3
scale: million
Questions and answers about page 1 of the financial report tata-consultancy-services-ltd_2019.pdf:

question: What information does the table show?
answer: Foreign exchange earnings and outgo
question: What portion of total unconsolidated revenue in FY 2019 constitutes of export revenue?
answer: 93.3
scale: percent
question: What portion of total unconsolidated revenue in FY 2018 constitutes of export revenue?
answer: 92.2
scale: percent
question: What is the change in foreign exchange earnings between FY 2018 and FY 2019?
answer: 27241
derivation: 119,499-92,258 
question: What is the change in Cost, Insurance and Freight (CIF) value of imports from FY 2018 to FY 2019?
answer: -321
derivation: 447-768
question: What is the ratio of foreign exchange earnings to expenditure in foreign currency in FY 2019?
answer: 2.42
derivation: 119,499/49,336
Questions and answers about page 1 of the financial report accenture-plc_2019.pdf:

question: What is the change in total operating income between 2018 and 2019?
answer: $406
scale: million
question: What is the operating margin for health and public service in 2019?
answer: 10
scale: percent
question: What is the company's operating income in 2019?
answer: $6,305
scale: million
question: What is the company's main source of operating income in 2019?
answer: Products
derivation: $1,720 is the highest operating income gained from any operating group in 2019
question: How much did total operating income gain from 2018 to 2019?
answer: 6.88
derivation: 406/5,899
scale: percent
question: What is the total operating margin from financial services and products in 2019?
answer: 29
derivation: 15% + 14% 
scale: percent