next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report bt-group-plc_2019.pdf:

question: What fees were payable to PricewaterhouseCoopers LLP in relation to the audit of 2017/18 subsidiary accounts?
answer: £446,000
question: What was The audit of the parent company and the consolidated financial statements in 2019?
answer: 8,165
scale: thousand
question: What was the  All other services in 2019?
answer: 210
scale: thousand
question: What was the change in the The audit of the parent company and the consolidated financial statements from 2018 to 2019?
answer: 2747
derivation: 8,165 - 5,418
scale: thousand
question: What is the average The audit of the company’s subsidiaries from 2017-2019?
answer: 5871
derivation: (6,061 + 5,877 + 5,675) / 3
scale: thousand
question: What is the percentage change in the Total services from 2018 to 2019?
answer: 25.6
derivation: 17,420 / 13,869 - 1
scale: percent
Questions and answers about page 1 of the financial report protagenic-therapeutics-inc_2019.pdf:

question: What is the company's domestic loss before income tax in 2019?
answer: 1,698,689
question: What is the company's domestic loss before income tax in 2018?
answer: 2,468,805
question: What is the company's foreign loss before income tax in 2019?
answer: 52,222
question: What is the company's percentage change in foreign loss between 2018 and 2019?
answer: -41.14
derivation: (52,222 - 88,726)/88,726 
scale: percent
question: What is the change in the total loss before income taxes between 2018 and 2019?
answer: -806620
derivation: 1,750,911 - 2,557,531 
question: What is the change in the domestic losses between 2018 and 2019?
answer: -770116
derivation: 1,698,689 - 2,468,805
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: In which years did the company provide a valuation allowance?
answer: 2019
2018
question: What was the valuation allowance provided by the company in 2018 and 2019 respectively?
answer: $151.9 million
$194.2 million
question: What were the additions in 2019?
answer: 42.5
scale: million
question: How many years was the balance as of January 1 above $100 million?
answer: 3
derivation: 2019##2018##2017
question: How many years was the balance as of December 31 above $150 million?
answer: 2
derivation: 2019##2018
question: What was the percentage change in Foreign currency translation between 2018 and 2019?
answer: -96.55
derivation: (-0.2-(-5.8))/-5.8
scale: percent
Questions and answers about page 1 of the financial report activision-blizzard-inc_2019.pdf:

question: What was the gross carrying amount in the 2021 Notes?
answer: 650
scale: million
question: What was the gross carrying amount in the 2026 Notes?
answer: 850
scale: million
question: What was the net carrying amount in the 2047 Notes?
answer: 390
scale: million
question: What was the change in gross carrying amount between the 2022 and 2026 notes?
answer: 450
derivation: 850-400
scale: million
question: What was the change in gross carrying amount between the 2021 and 2022 notes?
answer: -250
derivation: 400-650
scale: million
question: What was the percentage change in the net carrying amount between the 2026 and 2027 notes?
answer: -53.09
derivation: (395-842)/842
scale: percent
Questions and answers about page 1 of the financial report ricebran-technologies_2019.pdf:

question: As of December 31, 2019, what is the intrinsic value of the outstanding stock options?
answer: $0.1 million
question: What was the intrinsic value of options exercised in 2019 and 2018 respectively?
answer: $0.4 million
$0.1 million
question: What are the respective assumed volatility in 2018 and 2019 respectively?
answer: 75% - 81%
64% - 69%
question: What is the average assumed risk free rate in 2018?
answer: 2.5
derivation: (2.2 + 2.8)/2 
scale: percent
question: What is the average assumed risk free rate in 2019?
answer: 2.25
derivation: (1.8 + 2.7)/2 
scale: percent
question: What is the average assumed volatility in 2018?
answer: 78
derivation: (75 + 81)/2 
scale: percent
Questions and answers about page 1 of the financial report frequency-electronics-inc_2019.pdf:

question: What is the amount of maintenance and repairs charged to operations for 2019 and 2018 respectively?
answer: $309,000
$466,000
question: What is the depreciation and amortization expense for 2019 and 2018 respectively?
answer: $2,802,000
$2,484,000
question: What is the amount of buildings and building improvements in 2019 and 2018 respectively?
answer: $2,692
$2,790
scale: thousand
question: What is the average value of buildings and building improvements in 2018 and 2019?
answer: 2741
derivation: (2,692+2,790)/2
scale: thousand
question: What is the change between the value of machinery, equipment and furniture between 2018 and 2019?
answer: -346
derivation: 57,157-57,503
scale: thousand
question: What is the total maintenance and repairs charged to operations for 2018 and 2019?
answer: 775000
derivation: 309,000+466,000
Questions and answers about page 1 of the financial report cogent-communications-group-inc_2019.pdf:

question: What are the respective on-cash equity-based compensation expense included in network operations expenses in 2018 and 2017?
answer: $895
$604
scale: thousand
question: What are the respective on-cash equity-based compensation expense included in selling, general, and administrative expenses in 2018 and 2017?
answer: $16,813
$12,686
scale: thousand
question: What are the respective service revenue earned by the company in 2017 and 2018?
answer: $485,175
$520,193
scale: thousand
question: What is the average service revenue earned by the company in 2017 and 2018?
answer: 502684
derivation: (485,175 + 520,193)/2 
scale: thousand
question: What is the average on-net revenue earned by the company in 2017 and 2018?
answer: 360500
derivation: (346,445 + 374,555)/2 
scale: thousand
question: What is the average off-net revenue earned by the company in 2017 and 2018?
answer: 141448
derivation: (137,892 + 145,004)/2 
scale: thousand
Questions and answers about page 1 of the financial report spirax-sarco-engineering-plc_2019.pdf:

question: What is the Total dividends paid for 2019?
answer: 75.9
scale: million
question: When is the proposed dividend subject to be approved?
answer: 2020
question: For which years are the amounts of total dividends paid calculated?
answer: 2019
2018
question: In which year was the total dividends paid larger?
answer: 2019
derivation: 75.9>67.0
question: What was the change in the amount of total dividends paid in 2019 from 2018?
answer: 8.9
derivation: 75.9-67.0
scale: million
question: What was the percentage change in the amount of total dividends paid in 2019 from 2018?
answer: 13.28
derivation: (75.9-67.0)/67.0
scale: percent
Questions and answers about page 1 of the financial report everbridge-inc_2019.pdf:

question: What was the Depreciation and amortization expense for the years ended December 31, 2019?
answer: $2.2 million
question: What was the Depreciation and amortization expense for the years ended December 31, 2018?
answer: $1.8 million
question: What was the Depreciation and amortization expense for the years ended December 31, 2017?
answer: $1.9 million
question: What is the change in Furniture and equipment from December 31, 2019 to December 31, 2018?
answer: 596
derivation: 1,785-1,189
scale: thousand
question: What is the change in Leasehold improvements from December 31, 2019 to December 31, 2018?
answer: 1298
derivation: 4,074-2,776
scale: thousand
question: What is the change in System hardware from December 31, 2019 to December 31, 2018?
answer: 192
derivation: 1,596-1,404
scale: thousand
Questions and answers about page 1 of the financial report chefs-wharehouse_2019.pdf:

question: What is the useful lives of buildings?
answer: 20 years
question: What is the useful lives of Machinery and equipment?
answer: 5-10 years
question: What is the useful lives of Computers, data processing and other equipment?
answer: 3-7 years
question: What is the difference in useful lives between buildings and that of Furniture and fixtures?
answer: 13
derivation: 20-7
question: What is the average value of vehicles for 2018 and 2019?
answer: 4589.5
derivation: (6,410+2,769)/2
question: What is the average value of buildings for 2018 and 2019?
answer: 1326
derivation: (1,360+ 1,292)/2
Questions and answers about page 1 of the financial report mimecast-limited_2019.pdf:

question: How much was the company-funded building improvements as of March 31, 2019?
answer: $5.2 million
question: How much was the company-funded building improvements as of March 31, 2018?
answer: $4.5 million
question: When did the Company derecognized the U.K. build-to-suit facility upon substantial completion of construction?
answer: March 2019
question: What is the change in U.S. build-to-suit facility from March 31, 2018 to March 31, 2019?
answer: 3076
derivation: 47,001-43,925
question: What is the change in Accumulated depreciation from March 31, 2018 to March 31, 2019?
answer: 4411
derivation: 5,164-753
question: What is the average U.S. build-to-suit facility for March 31, 2018 to March 31, 2019?
answer: 45463
derivation: (47,001+43,925) / 2
Questions and answers about page 1 of the financial report conagra-brands-inc_2019.pdf:

question: What did the Board of Directors approve in December 2018? 
answer: a restructuring and integration plan related to the ongoing integration of the recently acquired operations of Pinnacle (the "Pinnacle Integration Restructuring Plan") for the purpose of achieving significant cost synergies between the companies
question: What are the expected expenditures for both operational and capital under the Pinnacle Integration Restructuring Plan respectively? 
answer: $360.0 million
$85.0 million
question: What are the consolidated total pre-tax expenses in International and Corporate segments, respectively? 
answer: $1.0
$252.0
scale: million
question: Which segment has the highest total selling, general and administrative expenses?
answer: Corporate
derivation: 252.0>1.4>1.0
question: What is the ratio of consolidated total pre-tax expenses in Pinnacle Foods to the one in Corporate?
answer: 0.03
derivation: 7.1/252.0
question: What is the proportion of total accelerated depreciation expense and total contract/lease termination expense over total consolidated pre-tax expenses in all segments?
answer: 0.1
derivation: (6.1+20.6)/260.1
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: How does the company believe that their liquidity and capital resources in future periods should be analyzed?
answer: in conjunction with the factors that impact our cash flows from operations discussed previously.
question: What was the total operating leases in 2019?
answer: 1,179
scale: million
question: What were the total other purchase obligations?
answer: 1,490
scale: million
question: What was the difference in operating leases between those that were less than 1 year and 1 to 3 years?
answer: 53
derivation: 494-441
scale: million
question: What was the total senior notes as a percentage of total contractual obligations?
answer: 52.4
derivation: 20,500/39,121
scale: percent
question: What is the period that has the greatest Operating leases?
answer: 1 to 3 Years
derivation: Find the largest number in row 3 COL4-7 and the corresponding time period in row 2
Questions and answers about page 1 of the financial report singapore-telecommunications-ltd_2019.pdf:

question: What is the content of this note 4?
answer: Operating Revenue
question: What forms part of the revenue under "Digital Businesses"?
answer: Mainly from provisions of digital marketing and advertising services and regional premium OTT video.
question: What is the transaction price attributable to unsatisfied performance obligations for ICT services rendered by NCS Pte. Ltd.?
answer: S$3 billion
question: How many streams of revenue are there under operating revenue?
answer: 7
derivation: Mobile## Data and Internet## Infocomm Technology## Digital Businesses## Fixed voice## Pay television## Others
question: How much revenue does the largest 2 sources of revenue streams bring in for Singtel in 2019?
answer: 11753.8
derivation: 8,412.9 + 3,340.9 
scale: million
question: What is the average revenue under "Other income" across the 2 years?
answer: 241.75
derivation: (224.7 + 258.8) / 2
scale: million
Questions and answers about page 1 of the financial report everbridge-inc_2019.pdf:

question: How is basic net loss per common share computed?
answer: by dividing net loss by the weighted-average number of shares of common stock outstanding during the period.
question: What is the average Convertible senior notes for the period December 31, 2019 to December 31, 2018?
answer: 5072556.5
derivation: (6,733,914+3,411,199) / 2
question: What is the average Stock-based compensation grants for the period December 31, 2019 to December 31, 2018?
answer: 2300224
derivation: (2,038,174+2,562,274) / 2
question: In which year was Convertible senior notes less than 4,000,000?
answer: 2018
2017
derivation: locate and analyze Convertible senior notes in row 3
question: What was Stock-based compensation grants in 2019, 2018 and 2017 respectively?
answer: 2,038,174
2,562,274
3,268,610
question: What was the amount paid by the company to enter into capped call option agreements to reduce the potential dilution?
answer: $44.9 million
Questions and answers about page 2 of the financial report methode-electronics-inc_2019.pdf:

question: What is the retained earnings as reported in 2019?
answer: $545.2
scale: million
question: What was the increase in opening retained earnings post adoption?
answer: $0.1 million
question: What was the net sales as reported and under ASC 605 respectively?
answer: 1,000.3
1,024.5
scale: million
question: What percentage of net sales was retained earnings as reported?
answer: 54.5
derivation: 545.2 / 1,000.3
scale: percent
question: What was the percentage of adjustment in cost of products sold as reported?
answer: 3.29
derivation: 24.2 / 734.5
scale: percent
question: What percentage of retained earnings was total inventories as reported?
answer: 21.4
derivation: 116.7 / 545.2
scale: percent
Questions and answers about page 1 of the financial report xperi-corporation_2019.pdf:

question: What is included in stock-based compensation awards?
answer: employee stock options, restricted stock awards and units, and employee stock purchases
question: What were the stock-based compensation expenses for the year ended December 31, 2018, and 2019, respectively?
answer: $31.0 million
$31.6 million
question: What caused the increment in stock-based compensation expense in 2019 compared to 2018?
answer: a higher volume of restricted stock unit grants
question: What is the overall proportion of employee stock options and employee stock purchases over total stock-based compensation expense in 2019?
answer: 0.08
derivation: (0.2+2.3)/31.6 
question: What is the percentage change in total stock-based compensation expense in 2018 compared to 2017?
answer: -7.32
derivation: (31,011-33,462)/33,462 
scale: percent
question: What is the total stock-based compensation expense related to research, development, and other related costs from 2017 to 2019?
answer: 41088
derivation: 14,643+13,168+13,277 
scale: thousand
Questions and answers about page 1 of the financial report formfactor_2019.pdf:

question: What is the Weighted-average shares used in computing basic and diluted net income per share in 2019?
answer: 77,286
scale: thousand
question: What is the change in Weighted-average shares used in computing basic net income per share from Fiscal Year Ended December 28, 2019 to December 29, 2018?
answer: 1512
derivation: 74,994-73,482
scale: thousand
question: What is the change in Weighted-average shares used in computing basic and diluted net income per share from Fiscal Year Ended December 28, 2019 to December 29, 2018?
answer: 2104
derivation: 77,286-75,182
scale: thousand
question: In which year was Add potentially dilutive securities less than 2,000 thousands?
answer: 2018
2017
derivation: locate and analyze Add potentially dilutive securities in row 4
question: What was the Weighted-average shares used in computing basic net income per share in 2019, 2018 and 2017 respectively?
answer: 74,994
73,482
72,292
scale: thousand
question: How is the basic net income per share calculated?
answer: computed by dividing net income by the weighted-average number of common shares outstanding for the period.
Questions and answers about page 1 of the financial report everbridge-inc_2019.pdf:

question: What was the increase in the cost of revenue in 2018?
answer: $15.3 million
question: What was the cost of revenue in 2018 and 2019?
answer: 46,810
31,503
scale: thousand
question: What caused the decrease in gross margin percentage?
answer: due to our continued investment in personnel and infrastructure to support our growth in revenue.
question: What is the average cost of revenue for 2018 and 2019?
answer: 39156.5
derivation: (46,810 + 31,503) / 2
scale: thousand
question: In which year was cost of revenue less than 40,000 thousands?
answer: 2017
derivation: locate and analyze cost of revenue in row 4
question: What is the change in the gross margin between 2018 and 2019?
answer: -2
derivation: 68 - 70
scale: percent
Questions and answers about page 1 of the financial report finjan-holding-inc_2019.pdf:

question: What are the respective values of patents in 2019 and 2018?
answer: $26,069
$26,069
scale: thousand
question: What are the respective values of accumulated patent amortization in 2019 and 2018?
answer: 22,517
20,562
scale: thousand
question: What are the respective values of net intangible assets in 2019 and 2018?
answer: $3,552
$5,507
scale: thousand
question: What is the percentage change in the value of patents between 2018 and 2019?
answer: 0
derivation: (26,069 - 26,069)/26,069 
scale: percent
question: What is the percentage change in the value of net intangible assets between 2018 and 2019?
answer: -35.5
derivation: (3,552 - 5,507)/5,507 
scale: percent
question: What is the change in net intangible assets between 2018 and 2019?
answer: 1955
derivation: 5,507-3,552
scale: thousand
Questions and answers about page 1 of the financial report coherent-inc_2019.pdf:

question: What was the Projected benefit obligation in 2019?
answer: $60,437
scale: thousand
question: What was the  Accumulated benefit obligation  in 2018?
answer: 47,713
scale: thousand
question: In which years was information on defined benefit plans provided?
answer: 2019
2018
question: In which year was the Fair value of plan assets larger?
answer: 2019
derivation: 12,997>12,486
question: What was the change in Fair value of plan assets from 2018 to 2019?
answer: 511
derivation: 12,997-12,486
scale: thousand
question: What was the percentage change in Fair value of plan assets from 2018 to 2019?
answer: 4.09
derivation: (12,997-12,486)/12,486
scale: percent
Questions and answers about page 1 of the financial report golar-lng-ltd_2019.pdf:

question: What are the segments of accrued expenses?
answer: Vessel operating and drydocking expenses
Administrative expenses
Interest expense
Current tax payable
question: What does administrative expenses represent?
answer: comprised of general overhead including personnel costs, legal and professional fees, costs associated with project development, property costs and other general expenses
question: What accounted for the movement in interest expense?
answer: Due to repayments of VIE entities' accrued interest expenses during the year.
question: Which year has a higher interest expense?
answer: 2018
derivation: (97,688) > (44,150)
question: What was the change in administrative expense between 2018 and 2019?
answer: -671
derivation: (11,713) - (11,042) 
scale: thousand
question: What was the percentage change in current tax payable between 2018 and 2019?
answer: 55.51
derivation: (720-463)/463
scale: percent
Questions and answers about page 1 of the financial report nortonlifelock-inc_2019.pdf:

question: How much reduction in global workforce is in the restructuring plan?
answer: up to approximately 8%
question: What does the table show?
answer: FY19 Financial Results
question: How was overall performance and stock price in FY19?
answer: negatively impacted
question: How many diluted shares were there in FY19 ?
answer: 620000000
derivation: (31 millions)/0.05
question: What is the average net revenue for a Fiscal year?
answer: 4782.5
derivation: (4,731+4,834)/2
scale: million
question: What is Net income expressed as a percentage of Net revenues for FY19?
answer: 0.66
derivation: 31/4,731
scale: percent
Questions and answers about page 1 of the financial report microchip-technology-inc_2019.pdf:

question: Why might amounts may not add to the total?
answer: due to rounding
question: What was the operating income in the first quarter?
answer: 132.3
scale: million
question: What was the total gross profit?
answer: 2,931.3
scale: million
question: What was the change in the gross profit between the first and second quarter?
answer: 47.3
derivation: 689.3-642.0
scale: million
question: What was the difference between the total net sales and gross profit?
answer: 2418.2
derivation: 5,349.5-2,931.3
scale: million
question: What was the percentage change in the Operating income between the third and fourth quarter?
answer: 46.17
derivation: (284.6-194.7)/194.7
scale: percent
Questions and answers about page 1 of the financial report activision-blizzard-inc_2019.pdf:

question: What was the amount of gross tax credit carryforwards for state purposes in 2019?
answer: $191 million
question: What was the deferred revenue in 2019?
answer: 119
scale: million
question: What was the accrued expenses in 2018?
answer: 26
scale: million
question: What was the percentage change in accrued expenses between 2018 and 2019?
answer: 7.69
derivation: (28-26)/26
scale: percent
question: What was the percentage change in intangibles between 2018 and 2019?
answer: 2897.67
derivation: (1,289-43)/43
scale: percent
question: What was the change in net deferred tax assets between 2018 and 2019?
answer: 346
derivation: ($788-$442)
scale: million
Questions and answers about page 1 of the financial report coherent-inc_2019.pdf:

question: What was the amount of Research and development in 2019?
answer: 2,990
scale: thousand
question: What was the amount of income tax benefit in 2018?
answer: (5,073)
scale: thousand
question: In which years was cost of sales calculated?
answer: 2019
2018
2017
question: In which year was the amount of Research and development largest?
answer: 2018
derivation: 3,247>2,990>2,973
question: What was the change in  Research and development in 2019 from 2018?
answer: -257
derivation: 2,990-3,247
scale: thousand
question: What was the percentage change in Research and development in 2019 from 2018?
answer: -7.91
derivation: (2,990-3,247)/3,247
scale: percent
Questions and answers about page 1 of the financial report torm_2019.pdf:

question: How does TORM define liquidity?
answer: TORM defines liquidity as available cash, comprising cash and cash equivalents, including restricted cash, as well as undrawn credit facilities
question: Why does TORM find the APM important?
answer: as the liquidity expresses TORM’s financial position, ability to meet current liabilities and cash buffer. Furthermore, it expresses TORM’s ability to act and invest when possibilities occur.
question: What are the components in the table used to calculate liquidity?
answer: Cash and cash equivalents, including restricted cash
Undrawn credit facilities
question: In which year was liquidity the largest?
answer: 2018
derivation: 406.1>404.9>245.6
question: What was the change in liquidity in 2019 from 2018?
answer: -160.5
derivation: 245.6-406.1
scale: million
question: What was the percentage change in liquidity in 2019 from 2018?
answer: -39.52
derivation: (245.6-406.1)/406.1
scale: percent