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

question: Why does the company not require collateral in exchange for credit generally?
answer: The Company performs ongoing credit evaluations of its customers
question: What was the percentage of net revenue occupied by Tech Data Corporation in 2017?
answer: 16
scale: percent
question: Which years does the table provide information for major customers accounting for 10% or more of the Company’s net revenue?
answer: 2019
2018
2017
question: How many companies accounted for more than 15% of the company's net revenue in 2019?
answer: 2
derivation: Tech Data Corporation##Jenne Corporation
question: What was the change in the percentage that Tech Data Corporation accounted for between 2018 and 2019?
answer: 4
derivation: 18-14
scale: percent
question: How much did all three companies account for in the company's net revenue in 2017?
answer: 43
derivation: 16+15+12
scale: percent
Questions and answers about page 1 of the financial report nanthealth-inc_2019.pdf:

question: What are the respective number of units granted and vested in 2017?
answer: 853,736
1,583,399
question: What are the respective number of units granted and vested in 2018?
answer: 60,000
904,096
question: What are the respective number of units forfeited in 2017 and 2018?
answer: 563,400
263,450
question: What is the average number of units granted in 2017 and 2018?
answer: 456868
derivation: (853,736 + 60,000)/2 
question: What is the average number of units vested in 2017 and 2018?
answer: 1243747.5
derivation: (1,583,399 + 904,096)/2 
question: What is the average number of units forfeited in 2017 and 2018?
answer: 413425
derivation: (563,400 + 263,450)/2
Questions and answers about page 1 of the financial report microsoft-corporation_2019.pdf:

question: What does note 7 describe?
answer: Property and equipment
question: How much was the depreciation expense for fiscal year 2017?
answer: $6.1 billion
question: How much has the company committed for the construction of new buildings, building improvements, and leasehold improvements?
answer: $4.0 billion
question: How many components of property and equipment are there?
answer: 5
derivation: Lease##buildings and improvements##leasehold improvements##computer equipment and software##furniture and equipment
question: How much was the average depreciation expense over the 3 year period from 2017 to 2019?
answer: 7.83
derivation: ($9.7+7.7+6.1)/(2019-2017+1)
scale: billion
question: How much were the top 3 components of property and equipment as a % of the total at cost, property and equipment for 2019?
answer: 91.12
derivation: (26,288+33,823+5,316)/71,807
scale: percent
Questions and answers about page 1 of the financial report sophos-group_2019.pdf:

question: What was the amount of trade receivables that were impaired and fully provided for in 2019?
answer: nominal value of $1.2M
question: What was the  Charge for the year for 2019?
answer: 0.6
scale: million
question: For which years were the movements in the provision for impairment of receivables provided?
answer: 2019
2018
question: In which year was the amount at 31 March larger?
answer: 2019
derivation: 1.2>0.9
question: What was the change in the value at 31 March in 2019 from 2018?
answer: 0.3
derivation: 1.2-0.9
scale: million
question: What was the percentage change in the value at 31 March in 2019 from 2018?
answer: 33.33
derivation: (1.2-0.9)/0.9
scale: percent
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: What characteristics do amounts owed by Group undertakings possess?
answer: non-interest-bearing, unsecured and have no fixed date of repayment
question: What was the total amount owed to debtors by the Group in 2019?
answer: 415.9
scale: million
question: What are the components factored in when calculating the total amount owed to debtors in the table?
answer: Amounts owed by Group undertakings
Deferred tax asset
question: In which year was the Deferred tax asset larger?
answer: 2019
derivation: 1.2>0.8
question: What was the change in deferred tax asset in 2019 from 2018?
answer: 0.4
derivation: 1.2-0.8
scale: million
question: What was the percentage change in deferred tax asset in 2019 from 2018?
answer: 50
derivation: (1.2-0.8)/0.8
scale: percent
Questions and answers about page 1 of the financial report kemet-corporation_2019.pdf:

question: What was the Contractual interest expense in 2017?
answer: 38,825
scale: thousand
question: What was the Capitalized interest in 2019?
answer: (232)
scale: thousand
question: What was the Interest expense on capital leases in 2018?
answer: 233
scale: thousand
question: What was the change in the Amortization of debt issuance costs between 2017 and 2018?
answer: -879
derivation: 511-1,390
scale: thousand
question: How many years did Interest expense on capital leases exceed $200 thousand?
answer: 2
derivation: 2018##2017
question: What was the percentage change in the total interest expense between 2018 and 2019?
answer: -35.41
derivation: (21,239-32,882)/32,882
scale: percent
Questions and answers about page 1 of the financial report rogers-communications-inc_2019.pdf:

question: What were the reasons for increase in finance cost in 2019?
answer: interest on lease liabilities as a result of our adoption of IFRS 16
higher outstanding debt as a result of our debt issuances in April 2019, in large part to fund our acquisition of 600 MHz spectrum licences (see “Managing Our Liquidity and Financial Resources”); partially offset by
a $21 million loss on discontinuation of hedge accounting on certain bond forward derivatives recognized in 2018.
question: What caused the interest on borrowings in 2019?
answer: net issuance of senior notes throughout the year
question: What was the loss on repayment of long-term debt in 2019?
answer: $19 million
question: What was the increase / (decrease) in Interest on borrowings from 2018 to 2019?
answer: 37
derivation: 746 - 709
scale: million
question: What was the average Interest on post-employment benefits liability?
answer: 12.5
derivation: (11 + 14) / 2
scale: million
question: What was the increase / (decrease) in the Finance costs before interest on lease liabilities from 2018 to 2019?
answer: -14
derivation: 779 - 793
scale: million
Questions and answers about page 2 of the financial report lam-research-corporation_2019.pdf:

question: What is the stockholder's equity as reported in June 24, 2018?
answer: $6,501,851
scale: thousand
question: What is the total liabilities as reported in June 24, 2018?
answer: $5,899,435
scale: thousand
question: What is the deferred profit as reported in June 24, 2018?
answer: $720,086
scale: thousand
question: What is the percentage change in the total assets after the adjustment?
answer: 0.1
derivation: (12,492,433-12,479,478)/12,479,478
scale: percent
question: What is the percentage change in the deferred profit after the adjustment?
answer: -22.32
derivation: (559,391-720,086)/720,086
scale: percent
question: What is the percentage change in the total liabilities after the adjustment?
answer: -2.14
derivation: (5,773,035-5,899,435)/5,899,435
scale: percent
Questions and answers about page 1 of the financial report cts-corporation_2019.pdf:

question: Which years does the table provide information for the components of accrued expenses and other liabilities?
answer: 2019
2018
question: What were the Remediation reserves in 2019?
answer: 11,444
scale: thousand
question: What was the Total accrued expenses and other liabilities in 2018?
answer: 37,347
scale: thousand
question: Which years did Dividends payable exceed $1,000 thousand?
answer: 2019
2018
derivation: (2019:1,299),(2018:1,310)
question: What was the change in contract liabilities between 2018 and 2019?
answer: 896
derivation: 2,877-1,981
scale: thousand
question: What was the percentage change in the Other accrued liabilities between 2018 and 2019?
answer: -15.36
derivation: (5,218-6,165)/6,165
scale: percent
Questions and answers about page 1 of the financial report conagra-brands-inc_2019.pdf:

question: What was the compensation expense for stock option awards during the fiscal year 2018?
answer: $4.2 million
question: What was the weighted average fair value per share for stock options granted during 2017?
answer: $6.12
question: How many options were exercisable as of May 26, 2019?
answer: 4.1
scale: million
question: What is the percentage change in the number of outstanding options from 2018 to 2019?
answer: -13.73
derivation: (4.4-5.1)/5.1 
scale: percent
question: What is the proportion of exercisable options over outstanding options as of May 26, 2019?
answer: 0.93
derivation: 4.1 / 4.4 
question: What is the total price of exercised and expired options?
answer: 15.43
derivation: (0.6*20.75)+(0.1*29.84) 
scale: million
Questions and answers about page 1 of the financial report sophos-group_2019.pdf:

question: What assumption is reflected by the expected volatility?
answer: assumption that the historical share price volatility is indicative of future trends, which may not necessarily be the actual outcome. An increase in the expected volatility will increase the estimated fair value.
question: What is the expected life of the options based on?
answer: historical data and is not necessarily indicative of exercise patterns that may occur. The expected life used in the model has been adjusted, based on the Director’s best estimate, taking into account the effects of exercise restrictions, non-transferability and behavioural considerations. An increase in the expected life will increase the estimated fair value.
question: For which years are the weighted average inputs into the Black-Scholes model considered? 
answer: 2019
2018
question: In which year was the Weighted average share price larger?
answer: 2019
derivation: 676.10>628.23
question: What was the change in Weighted average share price in 2019 from 2018?
answer: 47.87
derivation: 676.10-628.23
question: What was the percentage change in Weighted average share price in 2019 from 2018?
answer: 7.62
derivation: (676.10-628.23)/628.23
scale: percent
Questions and answers about page 1 of the financial report formfactor_2019.pdf:

question: What is the increase in accounts payable from December 28, 2019 to December 29, 2018?
answer: $0.9 million
question: What is the change in Net cash provided by operating activities from Fiscal Year Ended December 28, 2019 to December 29, 2018?
answer: 52348
derivation: 121,048-68,700
scale: thousand
question: What is the change in Net cash used in investing activities from Fiscal Year Ended December 28, 2019 to December 29, 2018?
answer: -45057
derivation: -66,352-(21,295)
scale: thousand
question: In which year was Net cash provided by operating activities less than 100,000 thousands?
answer: 2018
2017
derivation: locate and analyze Net cash provided by operating activities in row 4
question: What was the net income in 2019?
answer: $39.3 million
question: What was the Net cash used in investing activities in 2019, 2018 and 2017 respectively?
answer: (66,352)
(21,295)
(59,425)
scale: thousand
Questions and answers about page 1 of the financial report maxlinear-inc_2019.pdf:

question: How is the fair value of the company's financial instrument defined?
answer: The fair values of the Company’s financial instrument is the amount that would be received in an asset sale or paid to transfer a liability in an orderly transaction between unaffiliated market participants and is recorded using a hierarchical disclosure framework based upon the level of subjectivity of the inputs used in measuring assets and liabilities.
question: What was the interest rate swap in 2019 and 2018 respectively?
answer: 0
1,623
scale: thousand
question: In which year was interest rate swap less than 1,000 thousands?
answer: 2019
derivation: locate and analyze interest rate swap in row 4
question: What was the change in the interest rate swap from 2018 to 2019?
answer: -1623
derivation: 0 - 1,623
scale: thousand
question: What was the average interest rate swap liabilities for 2018 and 2019?
answer: 18.5
derivation: (37 + 0) / 2
scale: thousand
question: What are the 3 levels of subjectivity?
answer: Level 1: Quoted prices (unadjusted) in active markets that are accessible at the measurement date for assets or liabilities.
Level 2: Observable prices that are based on inputs not quoted on active markets, but corroborated by market data
Level 3: Unobservable inputs are used when little or no market data is available
Questions and answers about page 1 of the financial report teradyne-inc_2019.pdf:

question: What was the service cost in 2019?
answer: $41
scale: thousand
question: What was the interest cost in 2019?
answer: 347
scale: thousand
question: For which years was  Teradyne’s net periodic postretirement benefit cost (income) calculated?
answer: 2019
2018
2017
question: In which year was service cost the largest?
answer: 2019
derivation: 41>39>34
question: What was the change in service cost in 2018 from 2017?
answer: 5
derivation: 39-34
scale: thousand
question: What was the percentage change in service cost in 2018 from 2017?
answer: 14.71
derivation: (39-34)/34
scale: percent
Questions and answers about page 1 of the financial report centurylink-inc_2019.pdf:

question: How is the Adjusted EBITDA Run Rate determined?
answer: Determined by dividing (i) the Adjusted EBITDA actually attained for the fourth quarter of 2020 minus the Adjusted EBITDA actually attained for the fourth quarter of 2018 by (ii) the Adjusted EBITDA actually attained for the fourth quarter of 2018
question: When determining the payout as a % of the target award, when is linear interpolation used?
answer: when our Adjusted EBITDA Run Rate performance is between the threshold, target and maximum amounts
question: What are the different performance levels?
answer: Maximum
Target
Threshold
Below Threshold
question: How many different performance levels are there?
answer: 4
derivation: Maximum##Target##Threshold##Below Threshold
question: How many performance levels would the payout as % of target award be above 50%?
answer: 2
derivation: Maximum##Target
question: What is the difference in the ratios of the payout expressed as % of Target Award for Maximum over Target compared against Target over Threshold?
answer: 0
derivation: (200%/100%)-(100%/50%)
Questions and answers about page 1 of the financial report cogent-communications-group-inc_2019.pdf:

question: What are the respective net cash provided by operating activities in 2017 and 2018?
answer: $ 111,702
$ 133,921
scale: thousand
question: What are the respective net cash provided by operating activities in 2018 and 2019?
answer: $ 133,921
$ 148,809
scale: thousand
question: What are the respective net cash used in investing activities in 2017 and 2018?
answer: 45,801
49,937
scale: thousand
question: What is the average net cash provided by operating activities in 2017 and 2018?
answer: 122811.5
derivation: (111,702 + 133,921)/2 
scale: thousand
question: What is the average net cash provided by operating activities in 2018 and 2019?
answer: 141365
derivation: (133,921 + 148,809)/2 
scale: thousand
question: What is the average net cash used in investing activities between 2017 and 2018?
answer: 47869
derivation: (45,801 + 49,937)/2 
scale: thousand
Questions and answers about page 1 of the financial report autodesk-inc_2019.pdf:

question: What was the difference in net cash provided by operating activities in 2019?
answer: 376.2
derivation: 377.1-0.9 
question: What does Autodesk use cash for?
answer: Our primary use of cash is payment of our operating costs, which consist primarily of employee-related expenses, such as compensation and benefits, as well as general operating expenses for marketing, facilities and overhead costs. In addition to operating expenses, we also use cash to fund our stock repurchase program and invest in our growth initiatives, which include acquisitions of products, technology and businesses.
question: What was the net cash used in investing activities in 2019 used for?
answer: Net cash used in investing activities was $710.4 million for fiscal 2019 and was primarily due to acquisitions, net of cash acquired and purchases of marketable securities. These cash outflows were partially offset by sales and maturities of marketable securities
question: How much is the increase in primary working capital use of cash from 2018 to 2019?
answer: 136.3
derivation: 2,091.4-1,955.1
scale: million
question: How much of company's cash equivalents and marketable securities are located in foreign jurisdictions as of 31 Jan 2019?
answer: 52%
question: How much did the net cash provided by operating activities gain from fiscal year ending 31 January, 2019 compared to that of fiscal year ending 31 January, 2017?
answer: 122.22
derivation: (377.1-169.7)/169.7 
scale: percent
Questions and answers about page 1 of the financial report singapore-telecommunications-ltd_2019.pdf:

question: Why did operating revenue increase?
answer: increases in ICT, digital services and equipment sales
question: What was the free cash flow for the year?
answer: S$3.65 billion
question: Who are the group's two largest regional associates?
answer: Airtel
Telkomsel
question: What is the % change in EBITDA margin from 2018 to 2019?
answer: -2.2
derivation: 27% - 29.2% 
scale: percent
question: What is the change in net profit from 2018 to 2019 in absolute numbers?
answer: -2378
derivation: 3,095 - 5,473 
scale: million
question: Which year (2018 or 2019) had higher basic earnings per share?
answer: 2018
derivation: 33.5 (2018) > 19.0 (2019)
Questions and answers about page 1 of the financial report opentext-corporation_2019.pdf:

question: What are Deposits and restricted cash primarily related to?
answer: security deposits provided to landlords in accordance with facility lease agreements and cash restricted per the terms of certain contractual-based agreements
question: What is the result of the adoption of Topic 606?
answer: deferred implementation costs are no longer capitalized, but rather expensed as incurred
question: What are the Fiscal years included in the table?
answer: 2019
2018
question: What is the percentage difference of Deposits and restricted cash for June 30, 2019 vs June 30, 2018?
answer: 44.22
derivation: (13,671-9,479)/9,479
scale: percent
question: What is the Average annual total costs for both Fiscal years?
answer: 130122
derivation: (148,977+111,267)/2
scale: thousand
question: As of June 30, 2019, what is the Investment cost expressed as a percentage of total costs?
answer: 44.97
derivation: 67,002/148,977
scale: percent
Questions and answers about page 1 of the financial report vmware-inc_2019.pdf:

question: What was the aggregate purchase price classified as?
answer: a reduction to additional paid-in capital until the balance is reduced to zero and the excess is recorded as a reduction to retained earnings.
question: What was the Class A common stock repurchased in 2019?
answer: 286
scale: thousand
question: What was the Weighted-average price per share in 2018?
answer: 103.66
question: How many years did Class A common stock repurchased exceed $10,000 million?
answer: 1
derivation: 2018
question: What was the change in Aggregate purchase price between 2018 and 2019?
answer: -1407
derivation: 42-1,449
scale: million
question: What was the percentage change in weighted-average price per share between 2019 and 2020?
answer: 17.53
derivation: (174.02-148.07)/148.07
scale: percent
Questions and answers about page 1 of the financial report nordic-american-tankers-limited_2019.pdf:

question: What is the the respective years in which Nordic Freedom was built and delivered to NAT?
answer: 2005
2005
question: What is the the respective years in which Nordic Moon was built and delivered to NAT?
answer: 2002
2006
question: What is the the respective years in which Nordic Apollo was built and delivered to NAT?
answer: 2003
2006
question: What is the total weight of Nordic Freedom and Nordic Moon?
answer: 319636
derivation: (159,331 + 160,305) 
question: What is the average weight of Nordic Freedom and Nordic Moon?
answer: 159818
derivation: (159,331 + 160,305)/2 
question: What is the weight of Nordic Moon as a percentage of the weight of Nordic Apollo?
answer: 100.19
derivation: 160,305/159,998 
scale: percent
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: Why are some of the items identified by the group considered material?
answer: due to the significance of their nature and/or amount. These are listed separately here to provide a better understanding of the financial performance of the Group
question: What item in the table has been restated for 2018?
answer: Following the application of IFRS 16, depreciation of property, plant and equipment has been restated
question: For which years was Depreciation of property, plant and equipment calculated?
answer: 2019
2018
question: In which year were staff costs larger?
answer: 2019
derivation: |-56.0|>|-54.5|
question: What was the change in staff costs in 2019 from 2018?
answer: -1.5
derivation: -56.0-(-54.5)
scale: million
question: What was the percentage change in staff costs in 2019 from 2018?
answer: 2.75
derivation: (-56.0-(-54.5))/-54.5
scale: percent
Questions and answers about page 1 of the financial report international-business-machines-corp_2019.pdf:

question: How has the revenue year to year change been adjusted?
answer: (1.0) percent adjusted for currency; 0.2 percent excluding divested businesses and adjusted for currency
question: What impacted the 2019 results?
answer: 2019 results were impacted by Red Hat purchase accounting and acquisition-related activity
question: What charges were included in 2018?
answer: Includes charges of $2.0 billion or $2.23 of diluted earnings per share in 2018 associated with U.S. tax reform.
question: What was the increase / (decrease) in revenue from 2018 to 2019?
answer: -2444
derivation: 77,147 - 79,591
scale: million
question: What was the total assets turnover ratio in 2019?
answer: 50.69
derivation: 77,147 / 152,186
scale: percent
question: What was the percentage increase / (decrease) in the net income from 2018 to 2019?
answer: 8.05
derivation: 9,431 / 8,728 - 1
scale: percent
Questions and answers about page 2 of the financial report agilysys-inc_2019.pdf:

question: What is the exercise price for stock options and SSARs?
answer: set at least equal to the closing market price of our common shares on the date of grant
question: What was the Share-based Compensation for product development in 2019?
answer: $1,478
scale: thousand
question: What was the Share-based Compensation for sales and marketing in 2019?
answer: 469
scale: thousand
question: What was the increase / (decrease) in the product development Share-based Compensation from 2018 to 2019?
answer: 172
derivation: 1,478 - 1,306
scale: thousand
question: What was the average sales and marketing Share-based Compensation for 2017-2019?
answer: 400
derivation: (469 + 371 + 360) / 3
scale: thousand
question: What was the average general and administrative Share-based Compensation for 2017-2019?
answer: 1987.33
derivation: (2,429 + 3,011 + 522) / 3
scale: thousand
Questions and answers about page 1 of the financial report kemet-corporation_2019.pdf:

question: Which years does the table provide information for Amounts recognized in Accumulated other comprehensive income (loss)?
answer: 2019
2018
question: What was the prior service cost for Pension in 2019?
answer: 1,325
scale: thousand
question: What was the Net actuarial loss (gain) for Other Benefits in 2018?
answer: (879)
scale: thousand
question: What was the change in the Net actuarial loss  for Other Benefits between 2018 and 2019?
answer: 86
derivation: -793-(-879)
question: What was the change in the Accumulated other comprehensive (income) loss for Pension between 2018 and 2019?
answer: 1085
derivation: 18,189-17,104
scale: thousand
question: What was the percentage change in the prior service cost for Pension between 2018 and 2019?
answer: -6.23
derivation: (1,325-1,413)/1,413
scale: percent