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

question: Who is covered under the noncontributory defined benefit pension plan?
answer: All full-time employees hired before January 1, 2011
question: What is the total contractual obligations that has payments due in less than 1 year?
answer: $1,128,447
question: What do the contributions beyond fiscal 2019 depend on?
answer: Pension asset performance, future interest rates, future tax law changes, and future changes in regulatory funding requirements.
question: What is the difference in long-term debt obligations between 'less than 1 year' and '1-3 years'?
answer: 50054
derivation: 115,141 - 65,087 
scale: thousand
question: What is the percentage constitution of total operating lease obligations among the total contractual obligations? 
answer: 22.85
derivation: 1,094,011/4,788,478 
scale: percent
question: What is the difference in the total benefit obligations and total capital lease obligations?
answer: 70777
derivation: 74,714-3,937
scale: thousand
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: Why did amortization of purchased intangible assets decrease?
answer: due largely to the purchased intangible assets related to the divestiture of SPVSS business on October 28, 2018
question: Which years does the table provide information for the amortization of purchased intangible assets?
answer: 2019
2018
2017
question: What was the cost of sales in 2019?
answer: 624
scale: million
question: What was the change in cost of sales between 2017 and 2018?
answer: 84
derivation: 640-556
scale: million
question: What was the change in the Amortization of purchased intangible assets between 2017 and 2018?
answer: -38
derivation: 221-259
scale: million
question: What was the percentage change in the total amortization of purchased intangible assets between 2018 and 2019?
answer: -10.1
derivation: (774-861)/861
scale: percent
Questions and answers about page 1 of the financial report westell-technologies-inc_2019.pdf:

question: What are the components of inventories?
answer: Raw materials
Finished goods
question: What is the percentage change in the value of raw materials in 2019 compared to 2018?
answer: 16.03
derivation: (3,445-2,969)/2,969 
scale: percent
question: What is the proportion of the value of finished goods over total inventories in 2019?
answer: 0.65
derivation: 6,356/9,801 
question: What is the average value of raw materials and finished goods in 2018?
answer: 4611
derivation: (2,969+6,253)/2 
scale: thousand
question: How is the market value calculated?
answer: based upon an estimated average selling price reduced by estimated costs of disposal
question: What does the Company use to reduce the inventory cost basis?
answer: uses historical information along with these future estimates
Questions and answers about page 1 of the financial report rogers-communications-inc_2019.pdf:

question: What led to increase in Wireless revenue in 2018?
answer: Wireless revenue increased as a result of the increased mix of subscribers on higher-rate plans from our various brands and an increase in sales of higher-value devices.
question: What led to increase in cable revenue in 2018?
answer: Cable revenue increased by 1% as the increase in Internet revenue from the general movement of customers to higher speed and usage tiers of our Internet offerings was partially offset by the decrease in legacy Television subscribers and the impact of Phone pricing packages.
question: What led to increase in media revenue in 2018?
answer: Media revenue increased by 1% as a result of higher revenue at the Toronto Blue Jays, including a distribution from Major League Baseball, and higher Sportsnet and other network subscription revenue, partially offset by lower advertising revenue.
question: What is the increase/ (decrease) in wireless revenue from 2017 to 2018?
answer: 631
derivation: 9,200-8,569
scale: million
question: What is the increase/ (decrease) in cable revenue from 2017 to 2018?
answer: 38
derivation: 3,932-3,894
scale: million
question: What is the increase/ (decrease) in media revenue from 2017 to 2018?
answer: 15
derivation: 2,168-2,153
scale: million
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: Which years does the table provide information for the company's groups of similar products and services?
answer: 2019
2018
2017
question: What was the revenue from Applications in 2019?
answer: 5,803
scale: million
question: What was the revenue from Security in 2018?
answer: 2,352
scale: million
question: What was the change in total products and services between 2017 and 2018?
answer: 1325
derivation: 49,330-48,005
scale: million
question: How many years did revenue from Other products exceed $1,000 million?
answer: 1
derivation: 2017
question: What was the percentage change in total product revenue between 2018 and 2019?
answer: 6.25
derivation: (39,005-36,709)/36,709
scale: percent
Questions and answers about page 1 of the financial report te-connectivity-ltd_2019.pdf:

question: What are the Cost of sales and gross margin are subject to?
answer: variability in raw material prices which continue to fluctuate for many of the raw materials we use, including copper, gold, and silver
question: What was purchased in fiscal 2019?
answer: approximately 172 million pounds of copper, 122,000 troy ounces of gold, and 2.6 million troy ounces of silver
question: What are the raw materials used in the manufacturing of products?
answer: Copper
Gold
Silver
question: In which year was the average prices for Silver larger?
answer: 2018
derivation: 17.15>16.42
question: What was the change in the average prices for Gold in 2019 from 2018?
answer: 28
derivation: 1,309-1,281
question: What was the percentage change prices in the amount for Gold in 2019 from 2018?
answer: 2.19
derivation: (1,309-1,281)/1,281
scale: percent
Questions and answers about page 1 of the financial report sealed-air-corporation_2019.pdf:

question: What does the table represent?
answer: details our property and equipment, net.
question: What is the change upon adoption of ASU 2016-02?
answer: $28.3 million of assets that were included in property and equipment, net as of December 31, 2018 are now included in other non-current assets on our Consolidated Balance Sheets as of December 31, 2019.
question: What is the Accumulated depreciation and amortization for year 2019?
answer: 2,378.2
scale: million
question: What is the change in Land and improvements from 2018 to 2019?
answer: 9.5
derivation: 50.7-41.2
scale: million
question: What is the Property and equipment, net value expressed as a percentage to  Property and equipment, gross value for 2019?
answer: 32.44
derivation: 1,141.9/3,520.1
scale: percent
question: What is the percentage difference from 2018 to 2019 for Property and equipment, net values expressed as a percentage to Accumulated depreciation and amortization?
answer: 3.92
derivation: (1,141.9/2,378.2)-(1,036.2/2,350.0)
scale: percent
Questions and answers about page 1 of the financial report sanderson-farms_2019.pdf:

question: What does the Registrant do?
answer: produce a wide range of processed chicken products and prepared chicken items.
question: How is processed chicken first salable as?
answer: as an ice-packed, whole chicken
question: What is the subtotal of the value added as a percentage of net sales dollars in fiscal year 2019?
answer: 91.8
scale: percent
question: What is the average value added from fresh vacuum-sealed registrant processed chicken as a percentage of net sales dollars for fiscal years 2018 and 2019?
answer: 36.75
derivation: (38.3+ 35.2)/2
scale: percent
question: What is the change in the contribution from minimally prepared chicken between fiscal years 2018 and 2019 as a percentage of net sales dollars?
answer: 0.6
derivation: 7.0-6.4
scale: percent
question: What is the average contribution from minimally prepared chicken from fiscal years 2017 to 2019 as a percentage of net sales dollars?
answer: 6.17
derivation: (7.0+ 6.4+ 5.1)/3
scale: percent
Questions and answers about page 2 of the financial report asm-international-nv_2019.pdf:

question: What is the schedule of repayment of the loan?
answer: 24 annual installments of US$2 million, starting December 31, 2018, followed by a final installment of US$5.3 million on December 31, 2043
question: What is the Loans due from subsidiaries - non-current portion for 2018 and 2019 respectively?
answer: 46,698
45,377
question: What does the table show?
answer: INVESTMENTS AND LOANS TO SUBSIDIARIES
question: What is the change in Loans due from subsidiaries - current portion from 2018 to 2019?
answer: 59
derivation: 2,123-2,064
question: What is the percentage change in Loans due from subsidiaries - current portion from 2018 to 2019?
answer: 2.86
derivation: (2,123-2,064)/2,064
scale: percent
question: Which year had the higher  Total  loans due from subsidiaries?
answer: 2018
derivation: 48,762>47,500
Questions and answers about page 1 of the financial report avalara_2019.pdf:

question: What are the goodwill impairment charges recorded respectively in 2017 and 2018?
answer: $9.2 million
$8.4 million
question: What are the restructuring charges incurred in 2018 and 2017 respectively?
answer: $0
$0.8 million
question: What are the other costs associated with the closure of the Overland Park office apart from restructuring charges?
answer: termination benefits and other reorganization costs, primarily associated with integrating operations.
question: What is the percentage change in goodwill impairment between 2017 and 2018?
answer: 8.98
derivation: (9,174 - 8,418)/8,418 
scale: percent
question: What is the total goodwill impairment and restructuring charges in 2017 and 2018?
answer: 18344
derivation: 9,174 + 9,170 
scale: thousand
question: What is the value of the 2017 restructuring charges as a percentage of the 2017 total goodwill impairment and restructuring charges?
answer: 8.2
derivation: 752/9,170 
scale: percent
Questions and answers about page 1 of the financial report stmicroelectronics_2019.pdf:

question: How much was the net income in the fourth quarter, 2019?
answer: $392 million
question: What did the net income in the fourth quarter, 2019, represent?
answer: The fourth quarter 2019 net income represented diluted earnings per share of $0.43 compared to $0.34 in the prior quarter and $0.46 in the prior-year quarter.
question: How much was the net income in the third quarter, 2019?
answer: $302 million
question: What is the average Net income attributable to parent company for the period December 31, 2019 and 2018?
answer: 405
derivation: (392+418) / 2
scale: million
question: What is the average percentage of net revenues for the period December 31, 2019 and 2018?
answer: 15
derivation: (14.2+15.8) / 2
scale: percent
question: What is the increase/ (decrease) in Net income attributable to parent company from the period December 31, 2018 to 2019?
answer: -26
derivation: 392-418
scale: million
Questions and answers about page 1 of the financial report square-inc_2019.pdf:

question: What does the table show?
answer: a reconciliation of total net revenue to Adjusted Revenue for each of the periods indicated
question: What is the largest cost of revenue item in Adjusted Revenue?
answer: transaction-based costs
question: What factors are taken into account to calculate the adjusted revenue?
answer: Starbucks transaction-based revenue
transaction-based costs
bitcoin costs
deferred revenue adjustment related to purchase accounting
question: What is the percentage change of adjusted revenue from 2016 to 2017?
answer: 43.31
derivation: (983,963 - 686,618) / 686,618 
scale: percent
question: What is the ratio of total revenue in 2018 to 2017?
answer: 1.49
derivation: 3,298,177 / 2,214,253 
question: Which year has the least amount of transaction-based cost?
answer: 2014
derivation: From ROW6 find the smallest number and the corresponding year in ROW2
Questions and answers about page 1 of the financial report bce-inc_2019.pdf:

question: What products are winning customers over with leading product and programing innovations?
answer: Fibe TV and Alt TV
question: What is the percentage change in BCE retail subscribers for Wireless?
answer: +3.6%
question: Which year did Bell welcome the industry's highest number of new subscribers across the growth services of retail Internet, IPTV and wireless?
answer: 2019
question: What is the difference in the number of BCE retail subscribers between Wireless and High-speed Internet in 2018?
answer: 6.2
derivation: 9.61-3.41
scale: million
question: What is the total number of subscribers for Television and Local residential telephone services in 2019?
answer: 5.47
derivation: 2.77+2.70
scale: million
question: What is the percentage of Wireless subscribers out of the total subscribers for 2019? 
answer: 52.48
derivation: 9.96/18.98
scale: percent
Questions and answers about page 1 of the financial report united-micro-electronics-corp_2019.pdf:

question: What was the company's rank in 2019 conducted by the Taiwan Stock Exchange and Taipei Exchange?
answer: among the top 5%
question: What does the primary business of the company include?
answer: manufacture, or “fabrication”, of semiconductors, sometimes called “chips” or “integrated circuits”, for others.
question: What does the company sell?
answer: sell and market mainly wafers which in turn are used in a number of different applications by our customers.
question: What is the increase / (decrease) in the communication figures from 2018 to 2019?
answer: 7
derivation: 52.2% - 45.2%
scale: percent
question: What is the average of consumer in the 3 years?
answer: 28.13
derivation: (29.4% + 28.6% + 26.4%) / 3
scale: percent
question: What is the increase / (decrease) in the Others from 2017 to 2018?
answer: 1
derivation: 9.9% - 8.9%
scale: percent
Questions and answers about page 1 of the financial report sykes-enterprises-incorporated_2019.pdf:

question: How are certain assets measured under certain conditions?
answer: measured at fair value on a nonrecurring basis utilizing Level 3 inputs, as described in Note 1, Overview and Summary of Significant Accounting Policies, like those associated with acquired businesses, including goodwill, other intangible assets, other long-lived assets and equity method investments. For these assets, measurement at fair value in periods subsequent to their initial recognition would be applicable if these assets were determined to be impaired.
question: Which assets had non-material adjusted carrying values?
answer: The adjusted carrying values for assets measured at fair value on a nonrecurring basis (no liabilities) subject to the requirements of ASC 820
question: What are the types of impairment losses under Americas in the Consolidated Statements of Operations?
answer: Property and equipment, net
Operating lease right-of-use assets
question: In which year was Property and equipment, net largest?
answer: 2018
derivation: |-9,401|>|-5,410|>|-343|
question: What was the change in Property and equipment, net in 2018 from 2017?
answer: -3991
derivation: -$9,401-(-$5,410)
question: What was the percentage change in Property and equipment, net in 2018 from 2017?
answer: 73.77
derivation: (-$9,401-(-$5,410))/-$5,410
scale: percent
Questions and answers about page 1 of the financial report black-knight-financial-services-inc_2019.pdf:

question: What were the billed trade receivables in 2019?
answer: 136.6
scale: million
question: What were the unbilled trade receivables in 2018?
answer: 37.0
scale: million
question: What were the trade receivables in 2019?
answer: 176.4
scale: million
question: What was the change in trade receivables between 2018 and 2019?
answer: 2.8
derivation: 176.4-173.6
scale: million
question: How many years did Trade receivables, net exceed $150 million?
answer: 2
derivation: 2019##2018
question: What was the percentage change in the net trade receivables between 2018 and 2019?
answer: 1.63
derivation: (175.1-172.3)/172.3
scale: percent
Questions and answers about page 1 of the financial report allscripts-healthcare-solutions-inc_2019.pdf:

question: What does the loss from discounted operations represent?
answer: the net of losses incurred by Netsmart for the years ended December 31, 2018 and 2017 partly offset by earnings attributable to two solutions acquired during the fourth quarter of 2017 as part of the EIS Business that we no longer support effective as of March 31, 2018.
question: What was the Loss from discontinued operations in 2019?
answer: $ 0
scale: thousand
question: What was the Gain on sale of Netsmart in 2018?
answer: 500,471
scale: thousand
question: What was the change in the Loss from discontinued operations from 2017 to 2018?
answer: -60921
derivation: -72,836 - (-11,915)
scale: thousand
question: What is the average Gain on sale of Netsmart between 2017-2019?
answer: 166823.67
derivation: (0 + 500,471 + 0) / 3
scale: thousand
question: What was the average Income tax effect on discontinued operations between 2017-2019?
answer: 3255.33
derivation: (0 - 32,497 + 42,263) / 3
scale: thousand
Questions and answers about page 1 of the financial report coherent-inc_2019.pdf:

question: What was the Total sales in 2019?
answer: $1,430,640
scale: thousand
question: What was the  Total foreign countries sales in 2018?
answer: 1,593,078
scale: thousand
question: In which years was the amount of Sales to unaffiliated customers calculated?
answer: 2019
2018
2017
question: In which year was the amount of Rest of World the largest?
answer: 2017
derivation: 64,232>61,379>57,559
question: What was the change in Rest of World in 2019 from 2018?
answer: -3820
derivation: 57,559-61,379
scale: thousand
question: What was the percentage change in Rest of World in 2019 from 2018?
answer: -6.22
derivation: (57,559-61,379)/61,379
scale: percent
Questions and answers about page 1 of the financial report greensky-inc_2019.pdf:

question: What did tax related liabilities primarily include?
answer: certain taxes payable related to the Reorganization Transactions.
question: Why were accruals and other liabilities adjusted?
answer: to exclude the financial guarantee liability to conform to the current period presentation in the Consolidated Balance Sheets.
question: Which years does the table show?
answer: 2019
2018
question: How many years did servicing liabilities exceed $3,000 thousand?
answer: 2
derivation: 2019##2018
question: What was the change in the Distributions payable between 2018 and 2019?
answer: -4088
derivation: 5,978-10,066
scale: thousand
question: What was the percentage change in Accruals and other liabilities between 2018 and 2019?
answer: -6.61
derivation: (9,442-10,110)/10,110
scale: percent
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: What is the allocation of goodwill to the appropriate CGU based on?
answer: the smallest identifiable group of assets that generates cash inflows independently in relation to the specific goodwill
question: What is the goodwill for  Digital in 2019?
answer: 327.6
scale: million
question: What were the components making up the total carrying value of CGUs in the table?
answer: Digital
Webzone
question: In which year was Webzone larger?
answer: 2018
derivation: 6.9>6.6
question: What was the change in Webzone in 2019 from 2018?
answer: -0.3
derivation: 6.6-6.9
scale: million
question: What was the percentage change in Webzone in 2019 from 2018?
answer: -4.35
derivation: (6.6-6.9)/6.9
scale: percent
Questions and answers about page 1 of the financial report spirent-communications-plc_2019.pdf:

question: Where are the government grants included within?
answer: trade and other payables
question: What are the government grants received for?
answer: to accelerate and support research and development in the vulnerability of global navigation satellite systems and other high technology projects
question: What variables are considered on top of the value at 1 January when calculating the value at 31 December for government grants that are included within trade and other payables?
answer: Received during the year
Released to the income statement
question: In which year was the amount at 1 January larger?
answer: 2018
derivation: 2.6>2.3
question: What was the change in the amount at 31 December?
answer: -0.3
derivation: 2.0-2.3
scale: million
question: What was the percentage change in the amount at 31 December?
answer: -13.04
derivation: (2.0-2.3)/2.3
scale: percent
Questions and answers about page 1 of the financial report sykes-enterprises-incorporated_2019.pdf:

question: What was the Number of shares of common stock granted in 2018?
answer: 16
scale: thousand
question: What was the Cash used to settle the obligation in 2017?
answer: $1,134
scale: thousand
question: For which years was  information regarding shares of common stock granted and vested provided?
answer: 2019
2018
2017
question: In which year was the Weighted average grant-date fair value per common stock the smallest?
answer: 2018
derivation: $28.48<$29.10<$30.49
question: What was the change in Fair value of common stock vested in 2019 from 2018?
answer: 5
derivation: $320-$315
scale: thousand
question: What was the percentage change in Fair value of common stock vested in 2019 from 2018?
answer: 1.59
derivation: ($320-$315)/$315
scale: percent
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: What was the maturity date of the South African Credit Facility?
answer: December 17, 2020
question: What was the carrying value (USD) of the Columbian Credit Facility in 2019?
answer: $24.3
scale: million
question: What was the Carrying Value (Denominated Currency) of the Kenya Debt in 2019?
answer: 29.6
scale: million
question: What was the change in the carrying value (USD) of South African Credit Facility between 2019 and 2018?
answer: -19.6
derivation: $20.6-$40.2
scale: million
question: What was the sum of the three highest carrying value (USD) in 2018?
answer: 125.6
derivation: $51.8+$40.2+$33.6
scale: million
question: For South African Credit Facility, Colombian Credit Facility and Brazil Credit Facility, which credit facility has the greatest Carrying Value (USD) at 2019?
answer: Colombian Credit Facility
derivation: For COL5 rows 3-5 find the largest number and the corresponding credit facility.
Questions and answers about page 1 of the financial report marin-software-inc_2019.pdf:

question: How much did the cost of revenues decreased by?
answer: $4.3 million
question: What is the cost of revenues for 2019 and 2018 respectively?
answer: $22,843
$27,154
question:  How much did depreciation decreased by in 2019?
answer: $0.5 million
question:  What is the company's average gross profit in 2018 and 2019?
answer: 28835
derivation: (31,477 + 26,193)/2 
scale: thousand
question: What is the company's average cost of revenues in 2018 and 2019?
answer: 24998.5
derivation: (27,154 + 22,843)/2 
scale: thousand
question: What is the company's total cost of revenues in 2018 and 2019?
answer: 49997
derivation:  27,154 + 22,843 
scale: thousand
Questions and answers about page 1 of the financial report shopify-inc_2019.pdf:

question: How much did sales and marketing expenses increase by for year ended 2019 compared to year ended 2018?
answer: $122.8 million
question: How much did sales and marketing expenses increase by for year ended 2018 compared to year ended 2017?
answer: $124.4 million
question: What is the 2019 vs 2018 percentage change in sales and marketing expenses?
answer: 35.1 %
question: Between year ended 2018 and 2019, which year had a higher sales and marketing expense?
answer: 2019
derivation: 472,841>350,069
question: Between year ended 2017 and 2018, which year had a higher sales and marketing expense?
answer: 2018
derivation: 350,069>225,694
question: What is the average sales and marketing expenses for 2018 and 2019?
answer: 411455
derivation: (472,841+350,069)/2
scale: thousand