next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report network-1-technologies_2019.pdf:

question: How is the percentage ownership of common stock determined?
answer: by assuming that all stock options and restricted stock units held by such person (but not those held by any other person) and which are exercisable or vested within 60 days from March 1, 2020 have been exercised and vested.
question: What is the total amount and nature of beneficial ownership for all officers and directors as a group?
answer: 7,458,266
question: Who is the sole member of CMH Capital Management Corp. and who is the sole member of Goose Hill Capital LLC.?
answer: Corey M. Horowitz
Mr. Heinemann
question: How many executive officers and directors own less than 100,000 in nature of beneficial ownership?
answer: 3
derivation: David C. Kahn##Allison Hoffman##Jonathan E. Greene
question: What is the percentage of amount and nature of beneficial ownership for John Herzog among the 5% Stockholders?
answer: 19.14
derivation: 1,200,130 / (1,200,130 + 2,242,582 + 2,827,815)  
scale: percent
question: How much more do all officers and directors as a group have in amount and nature of beneficial ownership as compared to the 5% Stockholders?
answer: 1187739
derivation: 7,458,266 - (1,200,130 + 2,242,582 + 2,827,815)
Questions and answers about page 1 of the financial report stmicroelectronics_2019.pdf:

question: What led to the increase in the gross margin on a sequential basis?
answer: mainly driven by improved product mix and better manufacturing efficiencies.
question: How much did the gross margin increase on a sequential basis
answer: 140 basis points
question: What led to the decrease in the gross margin year-over-year
answer: mainly impacted by price pressure and unsaturation charges, partially offset by improved manufacturing efficiencies, better product mix and favorable currency effects, net of hedging.
question: What is the average Gross profit for the period December 31, 2019 and 2018?
answer: 1070
derivation: (1,081+1,059) / 2
scale: million
question: What is the average Gross margin (as percentage of net revenues) for the period December 31, 2019 and 2018?
answer: 39.65
derivation: (39.3+40.0) / 2
scale: percent
question: What is the increase/ (decrease) in Gross profit from the period December 31, 2018 to 2019?
answer: 22
derivation: 1,081-1,059
scale: million
Questions and answers about page 1 of the financial report nordic-american-tankers-limited_2019.pdf:

question: What are the respective voyage revenue in 2017 and 2018?
answer: 297,141
289,016
scale: thousand
question: What are the respective voyage expenses in 2017 and 2018?
answer: 142,465
165,012
scale: thousand
question: What are the respective net voyage revenue in 2017 and 2018?
answer: 154,676
124,004
scale: thousand
question: What is the value of the voyage revenue in 2017 as a percentage of the revenue in 2018?
answer: 102.81
derivation: 297,141/289,016 
scale: percent
question: What is the value of the voyage expenses in 2017 as a percentage of the expenses in 2018?
answer: 86.34
derivation: 142,465/165,012 
scale: percent
question: What is the value of the net voyage revenue in 2017 as a percentage of the net voyage revenue in 2018?
answer: 124.73
derivation: 154,676/124,004 
scale: percent
Questions and answers about page 1 of the financial report amcon-distributing-company_2019.pdf:

question: What are the respective sales in the fiscal years ended September 2018 and 2019?
answer: $1,322,306,658
$1,392,388,157
question: What are the respective cost of sales in the fiscal years ended September 2018 and 2019?
answer: 1,245,375,460
1,308,364,726
question: What are the respective gross profit in the fiscal years ended September 2018 and 2019?
answer: 76,931,198
84,023,431
question: What is the percentage change in the company's sales between the fiscal years ended September 2018 and 2019?
answer: 5.3
derivation: (1,392,388,157 - 1,322,306,658)/1,322,306,658 
scale: percent
question: What is the percentage change in the company's cost of sales between the fiscal years ended September 2018 and 2019?
answer: 5.06
derivation: (1,308,364,726 - 1,245,375,460)/1,245,375,460 
scale: percent
question: What is the percentage change in the company's gross profit between the fiscal years ended September 2018 and 2019?
answer: 9.22
derivation: (84,023,431 - 76,931,198)/76,931,198 
scale: percent

Questions and answers about page 1 of the financial report amcon-distributing-company_2019.pdf:

question: What are the respective values of the company's net long term debt in 2018 and 2019?
answer: $3,658,391
$3,125,644
question: What are the respective values of the company's current maturities in 2018 and 2019?
answer: 1,096,306
532,747
question: What are the respective values of the company's interest-free note payable in 2018 and 2019?
answer: 629,746
0
question: What is the percentage change in the company's net long-term debt between 2018 and 2019?
answer: -14.56
derivation: (3,125,644 - 3,658,391)/3,658,391 
scale: percent
question: What is the percentage change in the company's interest-free note payable between 2018 and 2019?
answer: -100
derivation: (0 - 629,746)/629,746 
scale: percent
question: What is the difference in the company's current maturities between 2018 and 2019?
answer: 563559
derivation: -532,747 - (1,096,306)
Questions and answers about page 1 of the financial report autodesk-inc_2019.pdf:

question: What was the cash flow from operations in 2019?
answer: $377.1
scale: million
question: What was the company's total liabilities in 2018?
answer: 4369.6
derivation: 4,113.6- (-256) 
scale: million
question: What is the year-on-year percentage change in cash flow from operations from 2018 to 2019?
answer: 41800
derivation: (377.1-0.9)/0.9  
scale: percent
question: What other statements or information should be read together with the financial table?
answer: Item 7, “Management's Discussion and Analysis of Financial Condition and Results of Operations,” and the consolidated financial statements and related notes thereto included in Item 8 of this Form 10-K
question: What is the net revenue for the fiscal year 2017?
answer: $2,031.0
scale: million
question: What is the average net income from 2015 to 2019?
answer: -295.7
derivation: $(-80.8-566.9-582.1-330.5+81.8)/5 
scale: million
Questions and answers about page 1 of the financial report bce-inc_2019.pdf:

question: What are BCE's significant right-of-use assets under leases?
answer: satellites, office premises, land, cellular tower sites, retail outlets and OOH advertising spaces
question: Where are the right-of-use assets presented?
answer: presented in Property, plant and equipment in the statement of financial position
question: What is the total net carrying amount on December 31, 2019?
answer: 4,424
question: What is the percentage of total additions over the total costs of the right-of-use assets?
answer: 15.9
derivation: 1,040/6,542
scale: percent
question: What is the change in the total net carrying amount in 2019?
answer: 220
derivation: 4,424-4,204
question: What is the change in the total accumulated depreciation in 2019?
answer: 540
derivation: 2,118-1,578
Questions and answers about page 1 of the financial report kemet-corporation_2019.pdf:

question: Which years does the table provide information for total assets by reportable segment?
answer: 2019
2018
question: What were the total assets in MSA in 2019?
answer: 234,419
scale: thousand
question: What were the total Corporate assets in 2018?
answer: 22,911
scale: thousand
question: What was the change in total assets in Solid Capacitors between 2018 and 2019?
answer: 89551
derivation: 794,402-704,851
scale: thousand
question: What was the change in total assets in MSA between 2018 and 2019?
answer: -19774
derivation: 234,419-254,193
scale: thousand
question: What was the percentage change total amount of assets across all segments between 2018 and 2019?
answer: 7.78
derivation: (1,318,095-1,222,923)/1,222,923
scale: percent
Questions and answers about page 1 of the financial report united-micro-electronics-corp_2019.pdf:

question: What were the operating costs for the year ended December 31, 2017?
answer: NT$118,252 million
question: How much of operating costs were related to write-down of inventories for year ended December 31, 2017?
answer: NT$2,256 million
question: How many inventories were pledged?
answer: None
question: What was the increase / (decrease) in the raw materials from 2018 to 2019?
answer: 1336515
derivation: 5,102,571 - 3,766,056
scale: million
question: What was the average Supplies and spare parts?
answer: 3341056.5
derivation: (3,133,737 + 3,548,376) / 2
scale: million
question: What was the percentage increase / (decrease) in the Finished goods from 2018 to 2019?
answer: 38.25
derivation: 1,754,137 / 1,268,838 - 1
scale: percent
Questions and answers about page 1 of the financial report adobe-systems-inc_2019.pdf:

question: What does topic 606 require a company to do?
answer: requiring an entity to recognize the amount of revenue to which it expects to be entitled for the transfer of promised goods or services to customers.
requires the capitalization of incremental costs to obtain a contract with a customer.
question: When did the company adopt the new revenue standard requirements?
answer: December 1, 2018
question: How much was the Trade receivables, net of allowances for doubtful accounts changed by Topic 606?
answer: 3.27
derivation: 43,028/1,315,578 
scale: percent
question: What is the total assets as of November 30 2018?
answer: 1814599
derivation: 1,315,578 + 312,499 + 186,522
scale: thousand
question: What is the value of capitalised contract acquisition costs?
answer: $413.2 million
question: After the Topic 606 adjustments, what is the percentage change in deferred revenue, current? 
answer: -1.85
derivation: -52,842/2,863,132 
scale: percent
Questions and answers about page 1 of the financial report verizon-communications-inc_2019.pdf:

question: What was the effective income tax rate for the period 2019?
answer: 13.0%
question: What was the effective income tax rate for the period 2018?
answer: 18.3%
question: What led to non-recurring deferred tax benefit of approximately $2.1 billion?
answer: an internal reorganization of legal entities within the historical Wireless business
question: What is the change in Provision for income taxes from 2018 to 2019?
answer: -639
derivation: 2,945-3,584
scale: million
question: What is the change in Effective income tax rate from 2018 to 2019?
answer: -5.3
derivation: 13.0-18.3
scale: percent
question: What is the average Effective income tax rate for 2018 and 2019?
answer: 15.65
derivation: (13.0+18.3) / 2
scale: percent
Questions and answers about page 1 of the financial report te-connectivity-ltd_2019.pdf:

question: What was the amount of Restructuring and Other Charges, Net in 2019?
answer: $ 255
scale: million
question: For which years was the amount of Restructuring and Other Charges, Net calculated in?
answer: 2019
2018
2017
question: What are the components considered under Restructuring and Other Charges, Net?
answer: Restructuring charges, net
Gain on divestiture
Other charges (credits), net
question: In which year was Restructuring charges, net the lowest?
answer: 2018
derivation: 140<146<255
question: What was the change in Restructuring charges, net in 2019 from 2018?
answer: 115
derivation: 255-140
scale: million
question: What was the percentage change in Restructuring charges, net in 2019 from 2018?
answer: 82.14
derivation: (255-140)/140
scale: percent
Questions and answers about page 1 of the financial report tencent_2019.pdf:

question: How many share option schemes has the Company adopted?
answer: five
question: When did the Pre-IPO Option Scheme expire?
answer: 31 December 2011
question: When did the Post-IPO Option Scheme III expire?
answer: 13 May 2019
question: How many percent of the total shares granted as at 1 January was the 25 March 2014 grant?
answer: 29.04
derivation: 5,000,000/17,215,800
scale: percent
question: How many percent of the total shares granted as at 1 January was the 21 March 2016 grant?
answer: 21.78
derivation: 3,750,000/17,215,800
scale: percent
question: How many percent of the total shares granted as at 1 January was the 9 April 2018 grant?
answer: 18.68
derivation: 3,215,800/17,215,800
scale: percent
Questions and answers about page 1 of the financial report stmicroelectronics_2019.pdf:

question: What led to sequential increase in 2019?
answer: resulted from higher volumes of approximately 7% and an increase of approximately 1% in average selling prices, the latter entirely due to product mix, while selling prices remained substantially stable.
question: What led to increase in net revenues On a year-over-year basis?
answer: due to an increase of approximately 6% in average selling prices, partially offset by an approximate 2% decrease in volumes.
question: What led to increase in average selling price on a year-over-year basis?
answer: driven by improved product mix of approximately 9%, partially offset by lower selling prices of approximately 3%.
question: What is the average Net sales for the period December 31, 2019 and 2018?
answer: 2691.5
derivation: (2,750+2,633) / 2
scale: million
question: What is the average other revenues sales for the period December 31, 2019 and 2018?
answer: 9.5
derivation: (4+15) / 2
scale: million
question: What is the average net revenues for the period December 31, 2019 and 2018?
answer: 2701
derivation: (2,754+2,648) / 2
scale: million
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: Which financial years' information is shown in the table?
answer: 2018
2019
question: How much is the 2019 other payables included within non-current liabilities?
answer: 327
scale: million
question: How much is the 2018 other payables included within non-current liabilities?
answer: 314
scale: million
question: Between 2018 and 2019, which year had higher total trade and other payables included within current liabilities?
answer: 2019
derivation: 17,653>16,242
question: Between 2018 and 2019, which year had higher accruals included within non-current liabilities?
answer: 2018
derivation: 159>113
question: How much is the 2019 other payables included within current liabilities excluding the amount payable in relation to the share buyback?
answer: 587
derivation: 1,410-823
scale: million
Questions and answers about page 1 of the financial report extreme-networks-inc_2019.pdf:

question: Which years does the table provide information for the company's cash, investments, and working capital?
answer: 2019
2018
question: What was the amount of cash in 2018?
answer: 121,139
scale: thousand
question: What was the Total cash and marketable securities in 2019?
answer: 169,607
scale: thousand
question: How many years did the amount of Cash exceed $100,000 thousand?
answer: 2
derivation: 2019##2018
question: What was marketable securities as a percentage of total cash and marketable securities in 2018?
answer: 1.19
derivation: 1,459/122,598
scale: percent
question: What was the percentage change in Total cash and marketable securities between 2018 and 2019?
answer: 38.34
derivation: (169,607-122,598)/122,598
scale: percent
Questions and answers about page 1 of the financial report protagenic-therapeutics-inc_2019.pdf:

question: What is the company's Canadian net operating loss carryforward as of December 31, 2019?
answer: $1,111,000
question: What is the company's Canadian net operating loss carryforward as of December 31, 2018?
answer: $1,070,000
question: When would the Canadian loss start to expire?
answer: 2026
question: What is the percentage change in the Canadian NOL between December 31, 2018 and 2019?
answer: 3.83
derivation: (1,111,000 - 1,070,000)/1,070,000 
scale: percent
question: What is the difference in valuation allowance between 2018 and 2019?
answer: 661000
derivation: 3,703,000 - 3,042,000 
question: What is the change in stock compensation between 2018 and 2019?
answer: 425000
derivation: 784,000 - 359,000
Questions and answers about page 1 of the financial report amcon-distributing-company_2019.pdf:

question: What is the beginning balance in 2019 and 2018 respectively?
answer: $1.6
$1.5
scale: million
question: What are the company's respective liabilities for unpaid and incurred, but not reported claims, for workers’ compensation, general liability, and health insurance at September 2019 and September 2018?
answer: $1.5 million
$1.6 million
question: How are the company's insurance programs for workers’ compensation, general liability, and employee related health care benefits are provided?
answer: high deductible or self-insured programs.
question: What is the percentage change in the beginning balance of the company's liability insurance between 2018 and 2019?
answer: 6.67
derivation: (1.6 - 1.5)/1.5 
scale: percent
question: What is the percentage change in the charged to expense value of the company's liability insurance between 2018 and 2019?
answer: -6.9
derivation: (5.4 - 5.8)/5.8 
scale: percent
question: What is the percentage change in the ending balance of the company's liability insurance between 2018 and 2019?
answer: -6.25
derivation: (1.5 - 1.6)/1.6 
scale: percent
Questions and answers about page 1 of the financial report support-com_2019.pdf:

question: In which years was the revenue from contracts with customers recorded for?
answer: 2019
2018
question: How does the company create revenue?
answer: from the sale of services and sale of software for end-user software products provided through direct customer downloads and through the sale of these end-user software products via partners.
question: What was the revenue from services in 2018?
answer: $64,476
scale: thousand
question: Which year was the software and other revenue higher?
answer: 2018
derivation: 5,073 > 3,788
question: What was the change in services revenue between 2018 and 2019?
answer: -4931
derivation: $59,545 - $64,476 
scale: thousand
question: What was the percentage change in total revenue between 2018 and 2019?
answer: -8.94
derivation: ($63,333 - $69,549)/$69,549 
scale: percent
Questions and answers about page 1 of the financial report first-solar-inc_2019.pdf:

question: What were the reasons for the revision of manufacturing equipment in 2019?
answer: Such revision was primarily due to the validation of certain aspects of our Series 6 module technology, including the nature of the manufacturing process, the operating and maintenance cost profile of the manufacturing equipment, and the technology’s compatibility with our long-term module technology roadmap.
question: How much will depreciation expense decrease as a result of the revision in useful life?
answer: reduce depreciation by approximately $15.0 million per year
question: What was the depreciation of property, plant and equipment in 2019? 
answer: $176.4 million
question: What was the increase in machinery and equipment from 2018 to 2019?
answer: 610563
derivation: 2,436,997 - 1,826,434 
scale: thousand
question: What is the difference between land from 2018 to 2019?
answer: -141
derivation: 14,241 - 14,382 
scale: thousand
question: What is the percentage increase in net property, plant and equipment from 2018 to 2019?
answer: 24.2
derivation: (2,181,149 - 1,756,211)/1,756,211 
scale: percent
Questions and answers about page 1 of the financial report teradyne-inc_2019.pdf:

question: What was the change in product revenues?
answer: $158.1 million
question: What was the change in services revenues?
answer: $36.1 million
question: What are the components comprising total revenue?
answer: Products revenues
Services revenues
question: In which year was the amount of services revenues larger?
answer: 2019
derivation: 407.3>371.2
question: What was the percentage change in total revenues from 2018 to 2019?
answer: 9.24
derivation: (2,295.0-2,100.8)/2,100.8
scale: percent
question: What was the average services revenues in 2018 and 2019?
answer: 389.25
derivation: (407.3+371.2)/2
scale: million
Questions and answers about page 2 of the financial report cisco-systems-inc_2019.pdf:

question: What was the revenue in the United States for fiscal 2018?
answer: $25.5 billion
question: What are the regions that the company operates in?
answer: Americas
EMEA
APJC
question: What was the gross margin from Americas in 2019?
answer: 20,338
scale: million
question: What was the change in the gross margin from APJC between 2017 and 2018?
answer: -15
derivation: 4,726-4,741
scale: million
question: How many years did total revenue from all segments exceed $50,000 million?
answer: 1
derivation: 2019
question: What was the percentage change in the total gross margin from all segments between 2018 and 2019?
answer: 6.73
derivation: (32,666-30,606)/30,606
scale: percent
Questions and answers about page 1 of the financial report microsoft-corporation_2019.pdf:

question: Why has $14.2 billion been excluded from other long-term liabilities?
answer: We have excluded long-term tax contingencies, other tax liabilities, and deferred income taxes of $14.2 billion from the amounts presented as the timing of these obligations is uncertain.
question: What do the purchase commitments represent?
answer: Amounts represent purchase commitments, including open purchase orders and take-or-pay contracts that are not presented as construction commitments above.
question: Where can the long-term debt be found?
answer: Refer to Note 11 – Debt of the Notes to Financial Statements.
question: How much do the top 3 contractual obligation terms add up to in 2020?
answer: 26439
derivation: 5,518 + 17,478+3,443
scale: million
question: What are the construction commitments in 2020 as a percentage of the total contractual obligations?
answer: 10.59
derivation: 3,443/32,505
scale: percent
question: What is the percentage change in interest payments from 2020 to 2021-2022?
answer: 87.43
derivation: (4,309-2,299)/2,299
scale: percent
Questions and answers about page 1 of the financial report mantech-international-corp_2019.pdf:

question: What were the weighted-average fair value of options granted during the years ended December 31, 2017, 2018, and 2019, respectively?
answer: $6.75
$10.42
$12.07
question: What was the number of stock options that were outstanding at December 31, 2017?
answer: 1,169,408
question: What was the weighted average remaining contractual life of the stock options outstanding as of December 31, 2019?
answer: 4 years
question: What is the total value of stock options outstanding on December 31, 2018?
answer: 49574756
derivation: 1,093,400*$45.34 
question: What is the total price of stock options exercised or canceled and expired during the period between December 31, 2018, and 2019?
answer: 18408588.96
derivation: (338,748*37.94)+(108,504*51.21)
question: What is the ratio of stock options exercisable to outstanding on December 31, 2019?
answer: 0.26
derivation: 290,540/1,136,095
Questions and answers about page 1 of the financial report verizon-communications-inc_2019.pdf:

question: What was the amount that would favorably affect the effective income tax rate if included in 2019?
answer: $2.4 billion
question: What was the amount that would favorably affect the effective income tax rate if included in 2018?
answer: $2.3 billion
question: What was the amount that would favorably affect the effective income tax rate if included in 2017?
answer: $1.9 billion
question: What was the change in the Additions based on tax positions related to the current year from 2018 to 2019?
answer: -11
derivation: 149 - 160
scale: million
question: What was the average Additions for tax positions of prior years for 2017-2019?
answer: 584
derivation: (297 + 699 + 756) / 3
scale: million
question: What was the average settlements for 2017-2019?
answer: -46.67
derivation: -(58 + 40 + 42) / 3
scale: million