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

question: What was the exchange rate in 2019?
answer: 1.3222 USD/CDN
question: What was the exchange rate in 2018?
answer: 1.3100 USD/CDN
question: What was the revenue increase in 2019?
answer: 7.0%
question: What was the increase / (decrease) in revenue from 2018 to 2019?
answer: 17295
derivation: 263,738 - 246,443
scale: thousand
question: What was the increase / (decrease) in operating expenses from 2018 to 2019?
answer: 11709
derivation: 148,215 - 136,506
scale: thousand
question: What was the average Adjusted EBITDA?
answer: 112730
derivation: (115,523 + 109,937) / 2
scale: thousand
Questions and answers about page 1 of the financial report vmware-inc_2019.pdf:

question: What was the total revenue in 2020?
answer: 777
scale: million
question: What was the net income in 2018?
answer: (234)
scale: million
question: Which years does the table provide information for the effect of the change from the combination to the consolidated statements of income?
answer: 2020
2019
2018
question: What was the change in total revenue between 2018 and 2019?
answer: 165
derivation: 639-474
scale: million
question: How many years did total revenue exceed $500 million?
answer: 2
derivation: 2020##2019
question: What was the percentage change in net income between 2019 and 2020?
answer: -75.48
derivation: (-204-(-832))/-832
scale: percent
Questions and answers about page 1 of the financial report frequency-electronics-inc_2019.pdf:

question: What is the revenue from Belgium in 2019 and 2018 respectively?
answer: $49
$64
scale: thousand
question: What is the revenue from France in 2019 and 2018 respectively?
answer: 40
154
scale: thousand
question: What does the table show?
answer: For the years ended April 30, 2019 and 2018, revenues, based on the location of the procurement entity and excluding intersegment sales
question: What is the average revenue from Singapore in 2018 and 2019?
answer: 295.5
derivation: (215+ 376)/2
scale: thousand
question: In 2019, how many countries have revenues of less than $100 thousand?
answer: 5
derivation: Belgium ## France ## Russia ## Germany##South Korea
question: In 2018, what is the difference in revenue between South Korea and Singapore?
answer: 62
derivation: 376-314
scale: thousand
Questions and answers about page 1 of the financial report navios-maritime-holdings-inc_2019.pdf:

question: What was the change in Net cash provided by operating activities between 2018 and 2019?
answer: 40.5
scale: million
question: Which years does the table provide information for cash flow?
answer: 2019
2018
2017
question: What was the net cash used in financing activities in 2019?
answer: (111,692)
scale: thousand
question: How many years did the Cash and cash equivalents and restricted cash, beginning of year exceed $150,000 thousand?
answer: 1
derivation: 2019
question: What was the change in Net cash  provided by investing activities between 2017 and 2019?
answer: -14102
derivation: -56,467-(-42,365)
scale: thousand
question: What was the percentage change in the Net cash provided by operating activities between 2017 and 2018?
answer: 15.63
derivation: (55,637-48,117)/48,117
scale: percent
Questions and answers about page 1 of the financial report activision-blizzard-inc_2019.pdf:

question: What was the consolidated net income in 2018?
answer: $1,848
scale: million
question: What was the consolidated net income in 2019?
answer: $1,503
scale: million
question: What was the Basic earnings per common share in 2017?
answer: $0.36
question: What was the change in consolidated net income between 2018 and 2019?
answer: -345
derivation: $1,503-$1,848
scale: million
question: What was the change in diluted earnings per common share between 2018 and 2019?
answer: -0.45
derivation: $1.95-$2.40
question: What was the percentage change in basic earnings per common share between 2017 and 2018?
answer: 575
derivation: ($2.43-$0.36)/$0.36
scale: percent
Questions and answers about page 1 of the financial report aci-worldwide-inc_2019.pdf:

question: What were the operating lease liabilities in 2019?
answer: $15,049
scale: thousand
question: What were the royalties payable in 2019?
answer: 6,107
scale: thousand
question: What were the royalties payable in 2018?
answer: 11,318
scale: thousand
question: What was the change in vendor financed licenses between 2018 and 2019?
answer: 6116
derivation: 9,667-3,551
scale: thousand
question: What was the change in accrued interest between 2018 and 2019?
answer: 805
derivation: 9,212-8,407
scale: thousand
question: What was the percentage change in total other current liabilities between 2018 and 2019?
answer: 24.77
derivation: ($76,971-$61,688)/$61,688
scale: percent
Questions and answers about page 1 of the financial report cogent-communications-group-inc_2019.pdf:

question: What are the respective service revenue at March 31 and June 30, 2018?
answer: $128,706
$129,296
scale: thousand
question: What are the respective service revenue at June 30 and September 30, 2018?
answer: $129,296
$130,139
scale: thousand
question: What are the respective service revenue at September 30 and December 31, 2018?
answer: $130,139
$132,049
scale: thousand
question: What is the total service revenue at March 31 and June 30, 2018?
answer: 258002
derivation: ($128,706 + $129,296) 
scale: thousand
question: What is the average service revenue at June 30 and September 30, 2018?
answer: 129717.5
derivation: ($129,296 + $130,139)/2 
scale: thousand
question: What is the percentage change in the service revenue between September 30 and December 31, 2018?
answer: 1.47
derivation: ($132,049 - $130,139)/$130,139 
scale: percent
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: What does the Group's capital comprise of?
answer: Net debt
Financial liabilities under put option arrangements
Equity
question: What does the table show?
answer: the capital of the Group at 31 March
question: How much is the 2019 net debt?
answer: 27,033
scale: million
question: Between 2018 and 2019, which year had higher net debt?
answer: 2018
derivation: 29,631>27,033
question: Between 2018 and 2019, which year had a higher amount of equity? 
answer: 2018
derivation: 68,607>63,445
question: Between 2018 and 2019, which year had a greater amount of capital?
answer: 2018
derivation: 100,076>92,322
Questions and answers about page 1 of the financial report bce-inc_2019.pdf:

question: How is interest rate risk managed?
answer: using a liability matching approach, which reduces the exposure of the DB plans to a mismatch between investment growth and obligation growth.
question: How is longevity risk managed?
answer: using a longevity swap, which reduces the exposure of the DB plans to an increase in life expectancy.
question: What are the components for post-employment benefit plans service cost?
answer: DB pension
DC pension
OPEBs
question: How many post-employment benefit plans are there?
answer: 3
derivation: DB pension##DC pension##OPEBs
question: What is the change in capitalized benefit plans cost in 2019?
answer: 3
derivation: 59-56
question: What is the average total post-employment benefit plans service cost over 2018 and 2019?
answer: -258.5
derivation: (-247+(-270))/2
Questions and answers about page 1 of the financial report frequency-electronics-inc_2019.pdf:

question: What is the percentage of revenue from FEI-NY in 2018 and 2019 respectively?
answer: 68.4%
76.9%
question: What is the percentage of revenue from FEI-Zyfer in 2018 and 2019 respectively?
answer: 38.8
24.7
question: What does the table show?
answer: for the fiscal years ended April 30, 2019 and 2018, the percentage of consolidated net sales represented by certain items in the Company’s consolidated statements of operations
question: What is the difference in percentage of revenues from FEI-NY between 2019 and 2018?
answer: 8.5
derivation: 76.9-68.4
scale: percent
question: What is the average percentage of revenues from FEI-Zyfer in 2018 and 2019?
answer: 31.75
derivation: (24.7+38.8)/2
scale: percent
question: What is the average selling and administrative expenses in 2018 and 2019?
answer: 25.7
derivation: (24.5+26.9)/2
scale: percent
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: Which financial years' information does this table show?
answer: 2017
2018
2019
question: What is the last day of Vodafone's 2019 financial year?
answer: 31 March
question: How much is the 2019 net foreign exchange losses?
answer: 1
scale: million
question: Between 2018 and 2019, which year had a greater amount of owned assets?
answer: 2018
derivation: 5,963>5,795
question: What is the average leased assets for 2018 and 2019?
answer: 53
derivation: (47+59)/2
scale: million
question: What is the difference between the average owned assets and the average leased assets in 2018 and 2019?
answer: 5826
derivation: [(5,963+5,795)/2] - [(47+59)/2]
scale: million
Questions and answers about page 2 of the financial report luna-innovations-incorporated_2019.pdf:

question: What was the Balance at December 31, 2018 for the number of unvested shares?
answer: 458,620
question: What is the change in Number of Unvested Shares from Balance at January 1, 2017 to December 31, 2018?
answer: -31078
derivation: 458,620-489,698
question: What is the average Number of Unvested Shares for Balance for January 1, 2017 and December 31, 2018?
answer: 474159
derivation: (458,620+489,698) / 2
question: What was the number of unvested shares Granted in 2018 and 2019 respectively?
answer: 296,287
291,600
question: What was the Balance at December 31, 2019 for the number of unvested shares?
answer: 502,102
question: What is the change in Weighted Average Grant Date Fair Value between the unvested shares in January 1, 2017 and those at December 31, 2018?
answer: -1.05
derivation: 1.51-2.56
Questions and answers about page 1 of the financial report te-connectivity-ltd_2019.pdf:

question: What was authorized by the board of directors in 2018 and 2019?
answer: increases of $1.5 billion in our share repurchase program
question: What was the availability remaining under the share repurchase authorization in 2019?
answer: $1.5 billion
question: Which years was the Repurchase value calculated in?
answer: 2019
2018
2017
question: Which year was the Number of common shares repurchased the largest?
answer: 2019
derivation: 12>10>8
question: What was the change in the Number of common shares repurchased in 2019 from 2018?
answer: 2
derivation: 12-10
scale: million
question: What was the percentage change in the Number of common shares repurchased in 2019 from 2018?
answer: 20
derivation: (12-10)/10
scale: percent
Questions and answers about page 1 of the financial report verizon-communications-inc_2019.pdf:

question: What was the operating revenue in 2019?
answer: $131,868
scale: million
question: What was the Per common share – basic in 2019?
answer: 4.66
question: What was the Total assets in 2019?
answer: $ 291,727
scale: million
question: What was the change in operating revenues from 2017 to 2018?
answer: 4829
derivation: 130,863 - 126,034
scale: million
question: What was the average operating income for 2015-2019?
answer: 27989
derivation: (30,378 + 22,278 + 27,425 + 29,249 + 30,615) / 5
scale: million
question: What was the change in the Per common share – basic from 2018 to 2019?
answer: 0.9
derivation: 4.66 - 3.76
Questions and answers about page 2 of the financial report jabil-circuit-inc_2019.pdf:

question: How does the company define working capital?
answer: current assets minus current liabilities
question: What were the total assets in 2019?
answer: $12,970,475
scale: thousand
question: What are the years included in the table?
answer: 2019
2018
2017
2016
2015
question: What was the change in Current installments of notes payable and long-term debt between 2018 and 2019?
answer: 349984
derivation: $375,181-$25,197
scale: thousand
question: How many years did Common stock shares outstanding exceed $160,000 thousand?
answer: 4
derivation: 2018##2017##2016##2015
question: What was the percentage change in Total Jabil Inc. stockholders’ equity between 2018 and 2019?
answer: -3.22
derivation: (1,887,443-1,950,257)/1,950,257
scale: percent
Questions and answers about page 1 of the financial report golar-lng-ltd_2019.pdf:

question: What are the components of net periodic benefit costs?
answer: Service cost
Interest cost
Expected return on plan assets
Recognized actuarial loss
question: How are net periodic pension plan costs determined?
answer: Using the Projected Unit Credit Cost method
question: What does plan assets comprise of?
answer: Fixed income and equity funds managed by professional fund managers
question: Which year was the interest cost the lowest?
answer: 2018
derivation: 1,687 < 1,740 <1,901
question: What was the change in service cost from 2017 to 2018?
answer: -63
derivation: 250 - 313 
scale: thousand
question: What was the percentage change in net periodic benefit cost from 2018 to 2019?
answer: -4.12
derivation: (2,304 - 2,403)/2,403 
scale: percent
Questions and answers about page 2 of the financial report nortonlifelock-inc_2019.pdf:

question: What are the two reportable segments?
answer: Enterprise Security
Consumer Cyber Safety
question: What does the table represent?
answer: summarizes the operating results of our reportable segments
question: What is the total segments operating income for Year ended  March 29, 2019?
answer: $1,414
scale: million
question: What is the average total segments Operating income for the fiscal years 2019, 2018 and 2017?
answer: 1341.33
derivation: (1,414+1,584+1,026)/3
scale: million
question: What is the average total segments Net revenues for the fiscal years 2019, 2018 and 2017?
answer: 4528
derivation: (4,731+4,834+4,019)/3
scale: million
question: For fiscal year 2019, what is the total segements Operating income expressed as a percentage of net revenues?
answer: 29.89
derivation: 1,414/4,731
scale: percent
Questions and answers about page 1 of the financial report lam-research-corporation_2019.pdf:

question: What is the deferred revenue at the end of June 2019 recognised under?
answer: Accounting Standard Codification (“ASC”) 606
question: What is the percentage of Korea revenue in the total revenue on June 30, 2019?
answer: 23%
question: What is the percentage of China revenue in the total revenue on June 24, 2018?
answer: 16%
question: What is the percentage change in the total revenue from 2018 to 2019?
answer: -12.85
derivation: (9,654-11,077)/11,077
scale: percent
question: What is the percentage change in the deferred revenue balance from 2018 to 2019?
answer: -54.83
derivation: (449-994)/994
scale: percent
question: What is the percentage change in the anticipated future revenue value from shipments to customers in Japan from 2018 to 2019?
answer: -87.15
derivation: (78-607)/607
scale: percent
Questions and answers about page 1 of the financial report manhattan-associates-inc_2019.pdf:

question: What is the statutory tax rate for 2017?
answer: 35.0
scale: percent
question: What is the amount for repatriation transition tax in 2017?
answer: $3.3 million
question: What is the change caused by the global intangible low-taxed income provision?
answer: requires us in our U.S. income tax return, to include foreign subsidiary earnings in excess of an allowable return on the foreign subsidiary’s tangible assets
question: What is the change in the income tax rates between 2019 and 2018?
answer: 2.9
derivation: 26.1%-23.2%
scale: percent
question: What is the change in foreign operation tax between 2019 and 2018?
answer: 0.1
derivation: 1.2-1.1
scale: percent
question: Which year has the highest Statutory federal income tax rate?
answer: 2017
derivation: 35.0> 21.0
Questions and answers about page 1 of the financial report netapp-inc_2019.pdf:

question: Which years does the table provide Additional information related to the company's stock options?
answer: 2019
2018
2017
question: What was the intrinsic value of exercises in 2019?
answer: 31
scale: million
question: What were the Proceeds received from exercises in 2018?
answer: 88
scale: million
question: What was the change in Intrinsic value of exercises between 2017 and 2018?
answer: 11
derivation: 37-26
scale: million
question: How many years did Proceeds received from exercises exceed $50 million?
answer: 2
derivation: 2018##2017
question: What was the percentage change in the Fair value of options vested between 2018 and 2019?
answer: -75
derivation: (2-8)/8
scale: percent
Questions and answers about page 1 of the financial report chefs-wharehouse_2019.pdf:

question: What is the total Inventory purchase commitments for all periods?
answer: $53,413
scale: thousand
question: What is the total Indebtedness for all periods?
answer: $406,644
scale: thousand
question: At December 27, 2019, what is the amount of borrowings under our Term Loan?
answer: $238.1 million
question: What is the difference in the total Indebtedness and total Inventory purchase commitments for all periods?
answer: 353231
derivation: 406,644-53,413
scale: thousand
question: What is the percentage constitution of total inventory purchase commitments among the total contractual obligations?
answer: 8.04
derivation: 53,413/664,182
scale: percent
question: Which component of contractual obligation has the highest total value?
answer: Indebtedness
derivation: 406,644> 197,359> 53,413> 4,597> 2,169
Questions and answers about page 1 of the financial report bt-group-plc_2019.pdf:

question: What is the  Adjusted a revenue for 2019?
answer: 4,735
scale: million
question: What is the reason for Adjusteda operating costs percentage decrease?
answer: mainly reflecting the decline in IP Exchange volumes and equipment sales and lower labour costs from our ongoing restructuring programme
question: What is the Capital expenditure for 2019?
answer: 245
scale: million
question: What was the average Adjusted EBITDA for 2018 and 2019?
answer: 469.5
derivation: (505 + 434) / 2
scale: million
question: What  was the EBITDA margin in 2019?
answer: 0.11
derivation: 505 / 4,735
question: What is the average Adjusteda operating costs for 2018 and 2019?
answer: 4404.5
derivation: (4,230 + 4,579) / 2
scale: million
Questions and answers about page 1 of the financial report spirax-sarco-engineering-plc_2019.pdf:

question: How do payment terms across the Group vary?
answer: dependent on the geographic location of each operating company
question: When is payment typically due for trade receivables?
answer: between 20 and 90 days after the invoice is issued
question: For which years was the movement in the allowance for impairment in respect of trade receivables during the year recorded?
answer: 2019
2018
question: In which year was the balance at 1st January larger?
answer: 2019
derivation: 9.8>9.6
question: What was the change in the balance at 31st December in 2019 from 2018?
answer: 5
derivation: 14.8-9.8
scale: million
question: What was the percentage change in the balance at 31st December in 2019 from 2018?
answer: 51.02
derivation: (14.8-9.8)/9.8
scale: percent
Questions and answers about page 1 of the financial report spirent-communications-plc_2019.pdf:

question: What was the adjusted operating margin in 2018?
answer: 16.2 per cent
question: What was the reported operating profit in 2019?
answer: $88.6 million
question: What were the items factored into the adjusted operating profit to derive the reported operating profit in 2019?
answer: Exceptional items
Acquisition related costs
Acquired intangible asset amortisation
Share-based payment
question: In which year was the adjusted operating margin for Lifecycle Service Assurance larger?
answer: 2019
derivation: 16.3%>15.4%
question: What was the change in operating profit under Networks & Security?
answer: 17.5
derivation: 73.9-56.4
scale: million
question: What was the percentage change in operating profit under Networks & Security?
answer: 31.03
derivation: (73.9-56.4)/56.4
scale: percent
Questions and answers about page 1 of the financial report pegasystems-inc_2019.pdf:

question: What are the respective number of shares purchased in October and November 2019?
answer: 24
108
scale: thousand
question: What are the respective number of shares purchased in November and December 2019?
answer: 108
144
scale: thousand
question: What is the total number of shares purchased in the three months ended December 31, 2019?
answer: 276
scale: thousand
question: What is the average number of shares purchased in the three months ended December 31, 2019?
answer: 92
derivation: (24 + 108 + 144)/3 
scale: thousand
question: What percentage of the total shares purchased in the last three months of 2019 are bought in November?
answer: 39.13
derivation: 108/276 
scale: percent
question: What is the difference in the number of shares bought between October and November?
answer: 84
derivation: 108-24 
scale: thousand
Questions and answers about page 1 of the financial report lm-ericsson-telephone-company_2019.pdf:

question: What is the hedge ratio?
answer: 1:1
question: Is hedge effectiveness recognized in 2019 income statement?
answer: No
question: What is the notional amount in USD for 2019 forward contracts that are less than 1 year?
answer: 517
scale: million
question: What is the difference in notional amount between those less than 1 year and 1-3 years?
answer: 341
derivation: 517-176
scale: million
question: What is the difference in average forward rate between those <1 and 1-3 years?
answer: 0.21
derivation: 9.13-8.92
question: What is the percentage constitution of the notional amount of foreign exchange forward contracts that are less than a year among the total notional amount?
answer: 74.6
derivation: 517/693
scale: percent
Questions and answers about page 1 of the financial report ichor-holdings-ltd_2019.pdf:

question: When did the company adopt the 2017 Employee Stock Purchase Plan (the “2017 ESPP”)?
answer: May 2017
question: When are shares purchased?
answer: Shares are purchased on the last day of the purchase period.
question: When do the purchase periods begin?
answer: January 1 or July 1
question: How many weighted average assumptions are used to measure the fair value of 2017 ESPP rights?
answer: 4
derivation: Weighted average expected term##Risk-free interest rate##Dividend yield##Volatility
question: What was the average risk-free interest rate for the 3 year period from 2017 to 2019?
answer: 1.77
derivation: (2.3%+1.9%+1.1%)/(2019-2017+1)
scale: percent
question: How many years during the 3 year period had volatility of greater than 50.0%?
answer: 2
derivation: 56.0%##52.7%
Questions and answers about page 1 of the financial report agilysys-inc_2019.pdf:

question: What was the decrease in interest income in fiscal 2018?
answer: $64,000
question: What are the interest expense comprised of?
answer: costs associated with capital leases and loans on corporate-owned life insurance policies.
question: What is the interest income in 2018?
answer: $(98)
scale: thousand
question: What is  Interest (income) expressed as a percentage of  Total other (income) expense, net?
answer: 20.46
derivation: -98/-479
scale: percent
question: What is the average interest expense for 2017 and 2018?
answer: 12.5
derivation: (10 + 15) / 2
scale: thousand
question: What is the average Other (income) expense, net for 2017 and 2018?
answer: -83.5
derivation: (-391 + 224) / 2
scale: thousand