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

question: Which model is used for estimating the fair value of SSARs?
answer: Black-Scholes-Merton
question: What was the risk free interest rate in 2019?
answer: 2.68%
question: What was the risk free interest rate in 2018?
answer: 1.74%-1.94%
question: What is the average year-on-year change in Weighted average grant date fair value from 2017 to 2019? 
answer: 15.77
derivation: ((4.72-3.36)/3.36+(3.36-3.69)/3.69)/2
scale: percent
question: What was the percentage increase / (decrease) in Weighted average grant date fair value from 2018 to 2019?
answer: 40.48
derivation: 4.72 / 3.36 - 1
scale: percent
question: What was the increase / (decrease) in the Weighted average grant date fair value from 2018 to 2019?
answer: 1.36
derivation: 4.72 - 3.36
Questions and answers about page 1 of the financial report netapp-inc_2019.pdf:

question: Which years does the table provide information for activity related to the purchase rights issued under the ESPP?
answer: 2019
2018
2017
question: What were the shares issued under the ESPP in 2019?
answer: 3
scale: million
question: What were the Proceeds from issuance of shares in 2017?
answer: 80
scale: million
question: What was the change in the Proceeds from issuance of shares between 2017 and 2018?
answer: 5
derivation: 85-80
scale: million
question: How many years did Shares issued under the ESPP exceed $2 million?
answer: 3
derivation: 2019##2018##2017
question: What was the percentage change in the Proceeds from issuance of shares between 2018 and 2019?
answer: 12.94
derivation: (96-85)/85
scale: percent
Questions and answers about page 1 of the financial report mantech-international-corp_2019.pdf:

question: Where was the selected financial data for each of the five years ended December 31, 2019 derived from?
answer: our audited consolidated financial statements
question: How should the selected financial data be read in conjunction with?
answer: our consolidated financial statements, the notes to our consolidated financial statements and Item 7 “Management's Discussion and Analysis of Financial Condition and Results of Operations.”
question: What was the revenue in the Year Ended December 31, 2019?
answer: $2,222,559
scale: thousand
question: What is the percentage change in revenues from 2018 to 2019?
answer: 13.48
derivation: ($ 2,222,559-$ 1,958,557)/$ 1,958,557
scale: percent
question: What is the company’s return on assets in 2017?
answer: 6.54
derivation: ($114,141/ $1,744,475) 
scale: percent
question: What is the difference in the operating income between 2015 and 2016?
answer: 6077
derivation: $ 90,963-$ 84,886
scale: thousand
Questions and answers about page 1 of the financial report lifeway-foods-inc_2019.pdf:

question: When did Lifeway publicly announce their share repurchase program?
answer: During the fourth quarter of 2015
question: What is the total number of shares purchased in fiscal year 2018 and 2019 respectively?
answer: 217,732
211,136
question: What is the expiration date of Lifeway's share repurchase program?
answer: No expiration date
question: What is the change in the total number of shares purchased between fiscal years 2018 and 2019?
answer: -6596
derivation: 211,136-217,732
question: What is the percentage change of the average price paid per share between fiscal year 2018 and 2019?
answer: -59.72
derivation: (2.55-6.33)/6.33
scale: percent
question: Which fiscal year has the highest total number of shares purchased?
answer: Fiscal year 2018
derivation: Compare the total number of shares purchased between both years
Questions and answers about page 1 of the financial report micron-technology-inc_2019.pdf:

question: What caused the decrease of total revenue for 2018 to 2019?
answer: Pricing declines resulting from the challenging memory market environment in 2019.
question: What was the total revenue in 2019?
answer: $23,406
question: What drove the increase in revenue for both DRAM and NAND from 2017 to 2018?
answer: strong execution in delivering high-value products
question: What is the proportion of net income over gross margin of the company in 2017?
answer: 0.6
derivation: 5,089/8,436 
question: How does the percentage change of gross margin from 2018 to 2019?
answer: -40.18
derivation: (10,702-17,891)/17,891 
scale: percent
question: What is the company's total operating expenses in 2019? 
answer: 3326
derivation: 836+2,441+49
Questions and answers about page 1 of the financial report atlassian-corp-plc_2019.pdf:

question: What does the table show?
answer: Movements in Class A ordinary share capital
question: What is the total number of shares as of June 30, 2018 and 2019 respectively?
answer: 105,371,800
117,273,566
question: What is the amount for  Balance as of June 30, 2017?
answer: $9,198
scale: thousand
question: What is the difference in the number of shares between June 30, 2018 and 2019?
answer: 11901766
derivation: 117,273,566-105,371,800
question: What is the average annual number of shares of restricted stock outstanding for both years ended June 30, 2018 and 2019?
answer: 869619
derivation: (911,367+827,871)/2
question: What is the percentage change of the total number shares between June 30, 2018 and 2019?
answer: 11.3
derivation: (117,273,566-105,371,800)/105,371,800
scale: percent
Questions and answers about page 1 of the financial report pegasystems-inc_2019.pdf:

question: What is the value of the company's marketable securities as of December 31, 2019?
answer: As of December 31, 2019, the Company did not hold any marketable securities.
question: What are the respective values of the company's fair value municipal and corporate bonds?
answer: $44,705
48,296
scale: thousand
question: What are the respective values of the company's unrealized gains from its municipal and corporate bonds?
answer: $13
23
scale: thousand
question: What is the net value of the unrealized gains and losses of the company's municipal bonds?
answer: -97
derivation: 13 + (110) 
scale: thousand
question: What is the value of the amortized costs of  the municipal bonds as a percentage of the total amortized cost?
answer: 48.02
derivation: 44,802/93,301 
scale: percent
question: What is the value of the amortized costs of  the corporate bonds as a percentage of the total amortized cost?
answer: 51.98
derivation: 48,499/93,301 
scale: percent
Questions and answers about page 1 of the financial report Intu-Properties_2019.pdf:

question: What is the net liabilities in 2019?
answer: 319.9
scale: million
question: What is the net liabilities in 2018?
answer: 142.7
scale: million
question: What is the revenue in 2019?
answer: 64.0
scale: million
question: What is the change in revenue between 2018 and 2019?
answer: -4.3
derivation: 64.0-68.3
scale: million
question: What is the percentage change in the non controlling interest share of loss from 2018 to 2019?
answer: 70.84
derivation: (70.9-41.5)/41.5
scale: percent
question: In which year is there a greater loss for the year?
answer: 2019
derivation: Find the year with the greater loss for the year
Questions and answers about page 1 of the financial report netapp-inc_2019.pdf:

question: What was the fair value of the company's equity interest in LNTL?
answer: $80 million
question: What were the deferred tax assets in 2019?
answer: 201
scale: million
question: What was the amount of Other assets in 2018?
answer: 221
scale: million
question: What was the change in deferred tax assets between 2018 and 2019?
answer: -28
derivation: 201-229
scale: million
question: What was the change in the amount of Other assets between 2018 and 2019?
answer: 168
derivation: 389-221
scale: million
question: What was the percentage change in Other non-current assets between 2018 and 2019?
answer: 31.11
derivation: (590-450)/450
scale: percent
Questions and answers about page 1 of the financial report conagra-brands-inc_2019.pdf:

question: What does the table show?
answer: the net derivative gains (losses) from economic hedges of forecasted commodity consumption and the foreign currency risk of certain forecasted transactions associated with continuing operations
question: What is the cumulative amount of net derivative gains from economic hedges that had been recognized in general corporate expenses but not yet allocated to reporting segments?
answer: $1.4 million
question: What are the expected operating fiscal gains in fiscal 2020 and 2021 and thereafter, respectively, based on the company’s forecasts of the timing of recognition of the underlying hedged items?
answer: $0.9 million
$0.5 million
question: What is the percentage change of net derivative gains (losses) allocated to Grocery & Snacks from the fiscal year 2017 to 2018?
answer: -94.12
derivation: (0.2-3.4)/3.4
scale: percent
question: What are the total net derivative losses allocated to Foodservice in the fiscal year 2018 and 2019?
answer: -0.7
derivation: -0.6+(-0.1) 
scale: million
question: What is the ratio of net derivative gains in segment operating profit in the fiscal year 2017 to expected operating result gains in the fiscal year 2020?
answer: 6.33
derivation: 5.7/0.9
Questions and answers about page 1 of the financial report verizon-communications-inc_2019.pdf:

question: What was the pension and benefit charges in 2019?
answer: $126 million
question: What was the pension and benefit credits in 2018?
answer: $2.1 billion
question: What was the early debt redemption costs during 2019?
answer: $3.6 billion
question: What is the change in Interest income from 2018 to 2019?
answer: 27
derivation: 121-94
scale: million
question: What is the change in Other components of net periodic benefit cost from 2018 to 2019?
answer: -2441
derivation: 627-3,068
scale: million
question: What is the change in Early debt extinguishment costs from 2018 to 2019?
answer: 2879
derivation: 3,604-725
scale: million
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: What is the result of the Group serving a large number of customers?
answer: no individual customers whose revenue is greater than 10% of the Group’s total revenue in all periods presented in these financial statements.
question: How is external revenue detailed?
answer: by location of customers, trade receivables and non-current assets (excluding deferred tax) by geographic area:
question: What are the geographic areas in the table making up the total revenue?
answer: UK
Ireland
question: In which year was revenue in the UK larger?
answer: 2019
derivation: 349.9>324.9
question: What was the change in revenue in Ireland in 2019 from 2018?
answer: 0
derivation: 5.2-5.2
scale: million
question: What was the percentage change in revenue in Ireland in 2019 from 2018?
answer: 0
derivation: (5.2-5.2)/5.2
scale: percent
Questions and answers about page 1 of the financial report singapore-telecommunications-ltd_2019.pdf:

question: What is the status of the group's financial position?
answer: healthy
question: Why did currency translation losses increase?
answer: mainly due to the weaker Australian Dollar and Indian Rupee against the Singapore Dollar from a year ago when translating the Group’s investments in Optus and Airtel.
question: What is currency translation reserve made up of?
answer: relates mainly to the translation of the net assets of foreign subsidiaries, associates and joint ventures of the Group denominated mainly in Australian Dollar, Indian Rupee, Indonesian Rupiah, Philippine Peso, Thai Baht and United States Dollar
question: What is the % change in total equity from 2018 to 2019?
answer: 0.33
derivation: (29,810 - 29,712) / 29,712 
scale: percent
question: What is the average share capital across the 2 years?
answer: 4127
derivation: (4,127 + 4,127) /2
scale: million
question: What is the value of total assets, if you were only given the values of total liabilities and total equity in 2019.
answer: 10705
derivation: 29,810 - 19,105
scale: million
Questions and answers about page 1 of the financial report methode-electronics-inc_2019.pdf:

question: Where is the common stock traded under the symbol "MEI."?
answer: New York Stock Exchange
question: What is the change in First Quarter: High price from Fiscal Year Ended April 28, 2018 to Fiscal Year Ended April 27, 2019?
answer: 0.5
derivation: 45.45-44.95
question: What is the change in Second Quarter: High price from Fiscal Year Ended April 28, 2018 to Fiscal Year Ended April 27, 2019?
answer: -5.45
derivation: 41.30-46.75
question: In which quarter of 2019 was the high price greater than $40.00?
answer: First Quarter
Second Quarter
derivation: Locate and analyze high in column 2
question: What was the high price in 2019 first and second quarter respectively?
answer: $45.45
41.30
question: When was the dividend declared in 2019?
answer: June 13, 2019
Questions and answers about page 1 of the financial report shopify-inc_2019.pdf:

question: Which financial years' information is shown in the table?
answer: 2017
2018
2019
question: What financial items does revenue consist of?
answer: Subscription solutions
Merchant solutions
question: What financial items does operating expenses consist of?
answer: Sales and marketing
Research and development
General and administrative
question: What is the average total operating expenses for 2018 and 2019?
answer: 847488.5
derivation: (1,006,790+688,187)/2
scale: thousand
question: What is the average total operating expenses for 2017 and 2018?
answer: 558798.5
derivation: (688,187+429,410)/2
scale: thousand
question: What is the change in the average total operating expenses between 2017-2018 and 2018-2019?
answer: 288690
derivation: [(1,006,790+688,187)/2] - [(688,187+429,410)/2]
scale: thousand
Questions and answers about page 1 of the financial report gsi-technology-inc_2019.pdf:

question: What was the percentage of Direct sales to contract manufacturers and consignment warehouses in 2019, 2018 and 2017 respectively?
answer: 41.3%
34.9%
39.0%
question: What was the Sales to foreign and domestic distributors in 2019?
answer: 56.0%
question: Who was the largest customer in 2019, 2018 and 2017?
answer: Nokia
question: In which year was Flextronics Technology less than 20.0%?
answer: 2018
2017
derivation: locate and analyze Flextronics Technology in row 5
question: What was the change in the revenues from Sanmina from 2018 to 2019?
answer: 1.7
derivation: 17.7 - 16.0
question: What was the average revenue from Avnet Logistics between 2017-2019?
answer: 30.7
derivation: (31.3 + 35.3 + 25.5) / 3
Questions and answers about page 1 of the financial report asm-international-nv_2019.pdf:

question: What does "Other" include in the table?
answer: accruals for VAT, other taxes and invoices to be received for goods and services
question: What does the table show?
answer: Accrued expenses and other payables
question: What are the components of Accrued expenses and other payables?
answer: Personnel-related items
Deferred revenue
Financing related items
Current portion of lease liabilities
Advanced payments from customers
Supplier related items
Marketing related items
R&D projects
Other
question: What is the percentage change in Total accrued expenses and other payables from 2018 to 2019?
answer: 51.37
derivation: ( 149,843 - 98,993 )/ 98,993 
scale: percent
question: What is the change in Personnel-related items from 2018 to 2019?
answer: 12682
derivation:  45,318 - 32,636 
question: What is the component that contributes the most to total accrued expenses and other payables?
answer: Advanced payments from customers
derivation: For COL4 row 3 to 11 find the largest number and the corresponding component in COL2
Questions and answers about page 1 of the financial report nordic-american-tankers-limited_2019.pdf:

question: What are the respective voyage revenues in 2018 and 2019?
answer: 289,016
317,220
scale: thousand
question: What are the respective voyage expenses in 2018 and 2019?
answer: 165,012
141,770
scale: thousand
question: What are the respective vessel operating expense in 2018 and 2019?
answer: 80,411
66,033
scale: thousand
question: What is the average voyage revenue in 2018 and 2019?
answer: 303118
derivation: (289,016 + 317,220)/2 
scale: thousand
question: What is the value of the voyage expenses in 2019 as a percentage of the voyage revenue in 2019?
answer: 44.69
derivation: 141,770/317,220 
scale: percent
question: What is the percentage change in the vessel operating expense between 2018 and 2019?
answer: -17.88
derivation: (66,033 - 80,411)/80,411 
scale: percent
Questions and answers about page 1 of the financial report calamp-corp_2019.pdf:

question: What was the depreciation expense in fiscal year 2019?
answer: $8.6 million
scale: million
question: How much were leasehold improvements in 2019?
answer: 3,522
scale: thousand
question: How much were software in 2019?
answer: 31,349
scale: thousand
question: What are leasehold improvements in 2019 as a percentage of the total property equipment before depreciation, amortization and fixed assets not in service?
answer: 4.41
derivation: (3,522/79,828)
scale: percent
question: How much do the top 3 property and equipment add up to in 2018?
answer: 68827
derivation: (31,427+20,558+16,842)
scale: thousand
question: What was the change in fixed assets not yet in service from 2018 to 2019?
answer: 1179
derivation: (5,836-4,657)
scale: thousand
Questions and answers about page 1 of the financial report microsoft-corporation_2019.pdf:

question: When are multi-year agreement customers invoiced?
answer: For multi-year agreements, we generally invoice customers annually at the beginning of each annual coverage period.
question: How does the company determine the allowance for doubtful accounts?
answer: We determine the allowance based on known troubled accounts, historical experience, and other currently available evidence.
question: How much was the long-term accounts receivable, net of allowance for doubtful accounts, as of June 30, 2018?
answer: As of June 30, 2019 and 2018, long-term accounts receivable, net of allowance for doubtful accounts, was $2.2 billion and $1.8 billion, respectively
question: What was the change in the balance for 2019?
answer: 37
derivation: 434-397
scale: million
question: What was the average balance at the end of the period over the 3 year period from 2017 to 2019?
answer: 397.33
derivation: (434+397+361)/(2019-2017+1) 
scale: million
question: What was the % change in the balance, beginning of the period from 2018 to 2019?
answer: 9.97
derivation: (397-361)/361
scale: percent
Questions and answers about page 1 of the financial report hc2-holdings-inc_2019.pdf:

question: What was the income tax benefit in 2019?
answer: $20.6 million
question: What drove the income tax benefit?
answer: by a net valuation allowance release of $37.4 million related to the Insurance segment partially offset by an impairment of goodwill which is not deductible for tax purposes.
question: What was the value of minority interest in 2019?
answer: 0.2
scale: million
question: What was the change in the Tax provision (benefit) at federal statutory rate from 2018 to 2019?
answer: -50.2
derivation: -11.9 - 38.3
scale: million
question: What was the average Permanent differences value for 2018 and 2019?
answer: 0.9
derivation: (0.3 + 1.5) / 2
scale: million
question: What was the percentage change in the Foreign rate differential from 2018 to 2019?
answer: -2.56
derivation: 1.4 / -0.9 - 1
scale: percent
Questions and answers about page 1 of the financial report netapp-inc_2019.pdf:

question: Which years does the table provide information for?
answer: 2019
2018
2017
question: What was the Current Federal provision for income tax in 2019?
answer: 26
scale: million
question: What was the Current State provision for income tax in 2017?
answer: 3
scale: million
question: How many years did current foreign provision for income tax exceed $40 million?
answer: 2
derivation: 2019##2017
question: What was the change in total current provision for income tax between 2017 and 2018?
answer: 747
derivation: 813-66
scale: million
question: What was the total percentage change in the provision for income taxes between 2017 and 2019?
answer: -29.29
derivation: (99-140)/140
scale: percent
Questions and answers about page 2 of the financial report teradyne-inc_2019.pdf:

question: What was the  accumulated benefit obligation for the United States defined benefit pension plans in 2019?
answer: $198.2 million
question: In which years is information of the accumulated benefit obligation provided?
answer: 2019
2018
question: In which regions is information of the accumulated benefit obligation provided?
answer: United States
Foreign
question: In which year was the accumulated benefit obligation for foreign defined benefit pension plans larger?
answer: 2019
derivation: 39.9>35.6
question: What was the change in the accumulated benefit obligation for foreign defined benefit pension plans in 2019 from 2018?
answer: 4.3
derivation: 39.9-35.6
scale: million
question: What was the percentage change in the accumulated benefit obligation for foreign defined benefit pension plans in 2019 from 2018?
answer: 12.08
derivation: (39.9-35.6)/35.6
scale: percent
Questions and answers about page 1 of the financial report spirent-communications-plc_2019.pdf:

question: What do non-current assets exclude?
answer: trade and other receivables, assets recognised from costs to obtain a contract, defined benefit pension plan surplus and deferred tax asset
question: What do the non-current assets under America in 2019 include?
answer: United States non-current assets of $182.4 million
question: Where are the operating segments for non-current assets in the table?
answer: Americas
Asia Pacific
Europe, Middle East and Africa
question: In which year was the amount of non-current assets in Asia Pacific larger?
answer: 2019
derivation: 7.4>4.4
question: What was the non-current assets of United Kingdom as a percentage of the total amount in Europe, Middle East and Africa in 2019?
answer: 60
derivation: 6.9/11.5
scale: percent
question: What was the percentage change in non-current assets in Asia Pacific?
answer: 68.18
derivation: (7.4-4.4)/4.4
scale: percent
Questions and answers about page 1 of the financial report nordic-american-tankers-limited_2019.pdf:

question: What are the respective accrued interest in 2018 and 2019?
answer: 1,598
163
scale: thousand
question: What are the respective accrued expense in 2018 and 2019?
answer: 7,362
11,569
scale: thousand
question: What are the respective total accrued liabilities in 2018 and 2019?
answer: 8,960
15,562
scale: thousand
question: What is the total accrued liabilities in 2018 and 2019?
answer: 24522
derivation: (8,960 + 15,562) 
scale: thousand
question: What is the average total accrued liabilities in 2018 and 2019?
answer: 12261
derivation: (8,960 + 15,562)/2 
scale: thousand
question: What is the percentage change in total accrued liabilities in 2018 and 2019?
answer: 73.68
derivation: (15,562 - 8,960)/8,960 
scale: percent
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: How did the company determine the adequacy for their allowance for credit loss?
answer: assessing the risks and losses inherent in our financing receivables by portfolio segment.
question: What does the company's credit risk rating of 7 and higher refer to?
answer: substandard ratings
question: What was the total gross receivables for credit ratings 1 to 4 in 2019?
answer: 5,984
scale: million
question: How many gross receivables had a total that exceeded $4,000 million?
answer: 1
derivation: Loan Receivables
question: What was the difference in the total between Loan Receivables and Financed service contracts?
answer: 3069
derivation: 5,438-2,369
scale: million
question: What was the total for lease receivables as a percentage of the total of all gross receivables?
answer: 22.22
derivation: 2,230/10,037
scale: percent