next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report international-business-machines-corp_2019.pdf:

question: What percent of the total external portfolio was with investment-grade clients with no direct exposure to consumers?
answer: 62 percent
question: What will be the increase in the investment grade post adjusting for mitigation actions?
answer: 67 percent
question: What was the available cash in 2019?
answer: $ 1,697
scale: million
question: What is the increase / (decrease) in the cash from 2018 to 2019?
answer: -136
derivation: 1,697 - 1,833
scale: million
question: What is the average of Equipment under operating leases— external clients?
answer: 341
derivation: (238 + 444) / 2
scale: million
question: What is the percentage increase / (decrease) in Total client financing assets from 2018 to 2019? 
answer: -4.09
derivation: 19,346 / 20,170 - 1
scale: percent
Questions and answers about page 1 of the financial report freshpet-inc_2019.pdf:

question: What does launch expense represent?
answer: new store marketing allowance of $1,000 for each store added to our distribution network, as well as the non-capitalized freight costs associated with Freshpet Fridge replacements
question: What does secondary offering expenses represent?
answer: fees associated with secondary public offerings of our common stock
question: What does Leadership transition expenses represent?
answer: charges associated with our former Chief Executive Officer’s separation agreement, as well as changes in estimates associated with leadership transition costs
question: Which year had the greatest SG&A expenses?
answer: 2019
derivation: $114,450>$94,876>$75,167>$62,586>$58,297
question: Which year had the greatest adjusted SG&A expenses?
answer: 2019
derivation: $92,473>$76,698>$60,797>$48,651>$46,347
question: How many types of expenses are listed in the table?
answer: 8
derivation: SG&A expenses## Depreciation and amortization expense## Non-cash share-based compensation## Launch expense## Loss on disposal of equipment ## Secondary offering expenses## Leadership transition expenses ## Litigation expense
Questions and answers about page 1 of the financial report torm_2019.pdf:

question: In which year was the amount of other financial expenses the largest?
answer: 2019
derivation: 39.5>38.8>37.0
question: What was the change in the total financial expenses in 2019 from 2018?
answer: 2.6
derivation: 41.9-39.3
scale: million
question: What was the percentage change in the total financial expenses in 2019 from 2018?
answer: 6.62
derivation: (41.9-39.3)/39.3
scale: percent
question: What does the table show?
answer: Financial expenses for the reporting periods
question: What is the total amount of financial expenses in 2019?
answer: 41.9
scale: million
question: What are the financial expenses under Interest Expenses in the table?
answer: Financial expenses arising from lease liabilities regarding right-of-use assets
Other financial expenses
Questions and answers about page 1 of the financial report accenture-plc_2019.pdf:

question: What is the company's long-term debt due in 3-5 years?
answer: $6
scale: million
question: What does the company's retirement obligations refer to?
answer: projected payments under certain unfunded retirement plans for former pre-incorporation partners.
question: What is the company's total contractual cash obligations due in more than 5 years?
answer: $1,296
scale: million
question: What is the proportion of the company's total long term debt as a ratio of its total contractual cash obligations?
answer: 0.54
derivation: (23/4,244)
scale: percent
question: What is the total contractual cash obligation due in less than one year from long-term debt and operating leases?
answer: 3863
derivation: $23 + $3,840 
scale: million
question: How much does operating leases account for total contractual cash obligations for period of less than 1 year?
answer: 75.6
derivation: $688/910 
scale: percent
Questions and answers about page 1 of the financial report cornerstone-ondemand-inc_2019.pdf:

question: Why did gross margin improve between 2018 and 2019?
answer: The improvement in gross margin was primarily due to a higher mix of subscription revenue, which carries a higher gross margin
question: What was the cost of revenue in 2019?
answer: $149,215
scale: thousand
question: What was the gross profit in 2019?
answer: $427,308
scale: thousand
question: What was the change in cost of revenue between 2017 and 2018?
answer: 1482
derivation: ($144,349-$142,867)
scale: thousand
question: What was the percentage change in gross profit between 2018 and 2019?
answer: 8.58
derivation: ($427,308-$393,542)/$393,542
scale: percent
question: What was the change in gross margin between 2018 and 2019?
answer: 0.9
derivation: (74.1%-73.2%)
scale: percent
Questions and answers about page 2 of the financial report metro-ag_2019.pdf:

question: How much did the actual return on plan assets amount to in FY2019?
answer: €125 million
question: What is not included in expected payments?
answer: Expected contributions from payment contribution commitments in Germany
question: For which years was the Fair value of plan assets as of end of period calculated in?
answer: 2018
2019
question: In which year was Interest income larger?
answer: 2019
derivation: 23>21
question: What was the change in interest income in FY2019 from FY2018?
answer: 2
derivation: 23-21
scale: million
question: What was the percentage change in interest income in FY2019 from FY2018?
answer: 9.52
derivation: (23-21)/21
scale: percent
Questions and answers about page 1 of the financial report gaslog-ltd_2019.pdf:

question: What is being analyzed as shown in the table?
answer: Vessel operating and supervision costs
question: What are the components of vessel operating and supervision costs?
answer: Crew wages and vessel management employee costs
Technical maintenance expenses
Other vessel operating expenses
question: What is the total amount in 2017?
answer: 122,486
scale: thousand
question: In which year was the crew wages and vessel management employee costs the lowest?
answer: 2017
derivation: 72,652 < 79,624 < 80,713
question: What was the change in technical maintenance expenses from 2017 to 2018?
answer: -42
derivation: 28,694 - 28,736 
scale: thousand
question: What was the percentage change in total vessel operating and supervision costs from 2018 to 2019?
answer: 9.04
derivation: (139,662 - 128,084)/128,084 
scale: percent
Questions and answers about page 2 of the financial report coherent-inc_2019.pdf:

question: What does the amount for fiscal 2019 include?
answer: Includes $16.0 million of after-tax restructuring charges, $0.4 million of after-tax amortization of purchase accounting step-up, $1.1 million of benefit from amounts received on a resolved asset recovery matter, $1.7 million non-recurring income tax net expense and $2.5 million of excess tax benefits for employee stock-based compensation.
question: What is the  Net sales for 2019?
answer: $1,430,640
scale: thousand
question: In which years was the selected financial data provided?
answer: 2019
2018
2017
2016
2015
question: In which year was the Diluted Net income per share from continuing operations largest?
answer: 2018
derivation: 9.95>8.42>3.58>3.06>2.22
question: What was the change in Diluted Net income per share from continuing operations in 2018 from 2017?
answer: 1.53
derivation: 9.95-8.42
question: What was the percentage change in Diluted Net income per share from continuing operations in 2018 from 2017?
answer: 18.17
derivation: (9.95-8.42)/8.42
scale: percent
Questions and answers about page 1 of the financial report sap-ag_2019.pdf:

question: What does the table represent?
answer: Tax Expense by Geographic Location
question: In which years was the Tax Expense by Geographic Location calculated?
answer: 2019
2018
2017
question: What are the geographic locations in the table considered when calculating the total current tax expense?
answer: Germany
Foreign
question: In which year was the current tax expense in Germany the largest?
answer: 2017
derivation: 935>733>625
question: What was the change in current tax expense in Germany in 2019 from 2018?
answer: -108
derivation: 625-733
scale: million
question: What was the percentage change in current tax expense in Germany in 2019 from 2018?
answer: -14.73
derivation: (625-733)/733
scale: percent
Questions and answers about page 1 of the financial report qorvo-inc_2019.pdf:

question: What are the respective values of the company's raw materials on March 31, 2018 and 2019?
answer: $110,389
$118,608
scale: thousand
question: What are the respective values of the company's work in process inventories on March 31, 2018 and 2019?
answer: 221,137
272,469
scale: thousand
question: What are the respective values of the company's finished goods on March 31, 2018 and 2019?
answer: 140,766
120,716
scale: thousand
question: What is the change in the company's raw materials on March 31, 2018 and 2019?
answer: 8219
derivation: $118,608 - $110,389 
scale: thousand
question: What is the average value of the company's raw materials on March 31, 2018 and 2019?
answer: 114498.5
derivation: ($110,389 + $118,608)/2 
scale: thousand
question: What is the average value of the company's finished goods on March 31, 2018 and 2019?
answer: 130741
derivation: (140,766 + 120,716)/2 
scale: thousand
Questions and answers about page 1 of the financial report gaslog-ltd_2019.pdf:

question: What are the components of trade and other receivables?
answer: Trade receivables
VAT receivable
Accrued income
Insurance claims
Other receivables
question: Why does the Group hold the trade receivables?
answer: The Group holds the trade receivables with the objective to collect the contractual cash flows
question: What does accrued income represent?
answer: Accrued income represents net revenues receivable from charterers, which have not yet been invoiced
question: In which year was the insurance claims higher?
answer: 2019
derivation: 1,400 > 1,282
question: What was the change in trade receivables from 2018 to 2019?
answer: 8655
derivation: 9,463 - 808 
scale: thousand
question: What was the percentage change in total receivables from 2018 to 2019?
answer: 23
derivation: (24,900 - 20,244)/20,244 
scale: percent
Questions and answers about page 1 of the financial report allscripts-healthcare-solutions-inc_2019.pdf:

question: What led to Net cash used in investing activities – continuing operations during the year ended December 31, 2019?
answer: the absence of the sale of businesses compared to prior year
question: What was the impact of the sale of Netsmart and OneContent?
answer: produced significant investing cash inflows during 2018, which was partially offset with cash paid for the acquisitions of Practice Fusion and Health Grid.
question: How much was the net cash proceeds from the divestiture of the OneContent business during 2018?
answer: $241 million
question: What is the average Capital expenditures, for the year 2019 to 2018?
answer: -23954.5
derivation: -(16,600+31,309) / 2
scale: thousand
question: What is the average Capitalized software, for the year 2019 to 2018?
answer: -113572
derivation: -(113,836+113,308) / 2
scale: thousand
question: What is the average Cash paid for business acquisitions, net of cash acquired, for the year 2019 to 2018?
answer: -100338
derivation: -(23,443+177,233) / 2
scale: thousand
Questions and answers about page 2 of the financial report sealed-air-corporation_2019.pdf:

question: What does the table show?
answer: Company’s PSU awards, SLO awards and restricted stock awards.
question: What was approved on May 18, 2017 by The Organization and Compensation Committee of our Board of Directors (“O&C Committee”)?
answer: Change in the vesting policy regarding the existing 2017 Three-year PSU Awards and 2016 Three-year PSU Awards for Ilham Kadri. The approved change resulted in a pro-rata share of vesting calculated on the close date of the sale of Diversey.
question: What years are included in the table?
answer: 2019
2018
2017
question: What is the sum of Three-year PSU awards for all years as of 2019?
answer: 4.5
derivation: 4.3+0.2
scale: million
question: What is the average annual Total share-based incentive compensation expense?
answer: 37.6
derivation: (34.4+29.9+48.5)/3
scale: million
question: For 2017, what is the sum of all the Three-year PSU Awards expressed as a percentage of Total share-based incentive compensation expense?
answer: 22.68
derivation: (9.8+2.0-0.8)/48.5
scale: percent
Questions and answers about page 1 of the financial report jabil-circuit-inc_2019.pdf:

question: Which fiscal years does the table provide information about the net periodic benefit cost for?
answer: 2019
2018
2017
question: What was the service cost in 2019?
answer: $1,437
scale: thousand
question: What was the interest cost in 2018?
answer: 3,807
scale: thousand
question: What was the change in interest cost between 2018 and 2019?
answer: -92
derivation: 3,715-3,807
scale: thousand
question: How many years did the recognized actuarial loss exceed $1,000 thousand?
answer: 2
derivation: 2018##2017
question: What was the total percentage change in the Net periodic benefit cost between 2017 and 2019?
answer: -61.13
derivation: ($1,192-$3,067)/$3,067
scale: percent
Questions and answers about page 1 of the financial report first-solar-inc_2019.pdf:

question: What is the interest rate on the credit facility agreement?
answer: 8.0% per annum
question: When did 8point3 Energy Partners LP complete its initial IPO?
answer: June 2015
question: How much distribution was received from OpCo in 2018?
answer: $12.4 million
question: What is the change in operating lease assets from 2018 to 2019?
answer: 145711
derivation: 145,711 - 0 
scale: thousand
question: How much did the deferred rent decrease from 2018 to 2019?
answer: -27249
derivation: 0 - 27,249 
scale: thousand
question: What is the percentage change in other assets from 2018 to 2019?
answer: 152.69
derivation: (249,854 - 98,878) / 98,878 
scale: percent
Questions and answers about page 1 of the financial report plexus-corp_2019.pdf:

question: What does debt obligations include?
answer: $150.0 million in principal amount of 2018 Notes as well as interest
question: What did capital lease obligations consist of as of September 28, 2019?
answer: capital lease payments and interest as well as the non-cash financing obligation related to the failed sale-leasebacks in Guadalajara, Mexico
question: What were the total Operating Lease Obligations?
answer: 40.8
scale: million
question: What were the total debt obligations as a percentage of total contractual obligations?
answer: 23.89
derivation: 288.3/1,206.6
scale: percent
question: What was the difference in the total between Other Liabilities on and not on the Balance Sheet?
answer: 6.4
derivation: 15.0-8.6
scale: million
question: What was the difference in the total between  Repatriation Tax on Undistributed Foreign Earnings and Purchase Obligations?
answer: 554.9
derivation: 620.0-65.1
scale: million
Questions and answers about page 1 of the financial report xperi-corporation_2019.pdf:

question: Who is the Chief Financial Officer?
answer: Robert Andersen
question: When did Paul Davis join Xperi Corporation?
answer: August 2011
question: What degrees does Geir Skaaden hold?
answer: a B.A. in Finance from the University of Oregon, a Business degree from the Norwegian School of Management and an M.B.A. from the University of Washington
question: What is the average age of the executive officers of Xperi Corporation?
answer: 52.6
derivation: (52+56+44+58+53)/5 
question: What is the percentage of years that Geir Skaaden served as the Chief Executive Officer of Neural Audio Corporation throughout his life?
answer: 7.55
derivation: (2008-2004)/53 
scale: percent
question: Who is the oldest among all executive officers of Xperi Corporation?
answer: Murali Dharan
derivation: 58 is the highest
Questions and answers about page 1 of the financial report cincinnati-bell-inc_2019.pdf:

question: How many shares did the company issue as part of its acquisition consideration of Hawaiian Telcom?
answer: 7.7
scale: million
question: What was the value of the common shares excluded from the computation of diluted EPS for the year ended December 31, 2017?
answer: 0.2
scale: million
question: Which quarter of 2018 did the company grant shares to certain employees of Hawaiian Telcom?
answer: third
question: What is the total Net (loss) income  between 2017 to 2019?
answer: -96.4
derivation: ($66.6)+($69.8)+$40.0
scale: million
question: What is the total basic and diluted net (loss) earnings per common share earned between 2017 to 2019?
answer: -2.56
derivation: $(1.53)+$(1.73)+$0.70
question: Which year has the largest weighted-average common shares outstanding - basic?
answer: 2019
derivation: 50.4 is the largest value
Questions and answers about page 1 of the financial report teekay-corporation_2019.pdf:

question: How are the realized and unrealized losses recognized?
answer: in earnings and reported in foreign exchange (loss) gain in the consolidated statements of loss.
question: What were the Realized losses in 2019, 2018 and 2017 respectively?
answer: (5,062)
(6,533)
(18,494)
scale: thousand
question: Why are interest rate swaps entered into with different counterparties?
answer: to reduce concentration risk.
question: What is the change in the Realized gains (losses) on maturity and/or partial termination of cross currency swap from 2018 to 2019?
answer: 42271
derivation: 0 - (-42,271)
scale: thousand
question: What was the average realized losses for 2017-2019?
answer: -10029.67
derivation: -(5,062 + 6,533 + 18,494) / 3
scale: thousand
question: What is the percentage change in the Unrealized (losses) gains from 2017 to 2018?
answer: -74.31
derivation: 21,240 / 82,668 - 1
scale: percent
Questions and answers about page 2 of the financial report insight-enterprises-inc_2019.pdf:

question: How is Basic EPS computed?
answer: by dividing net earnings available to common stockholders by the weighted average number of common shares outstanding during each year.
question: How is Diluted EPS computed?
answer: on the basis of the weighted average number of shares of common stock plus the effect of dilutive potential common shares outstanding during the period using the treasury stock method
question: How much RSUs were not included in the diluted EPS calculations in 2019, 2018 and 2017 respectively?
answer: 42,000
17,000
40,000
question: What is the change in Net earnings between 2018 and 2019?
answer: -4270
derivation: 159,407-163,677
scale: thousand
question: What is the change in Weighted-average shares used to compute basic EPS from 2018 and 2019?
answer: -48
derivation: 35,538-35,586
scale: thousand
question: What is the average Net earnings for 2018 and 2019?
answer: 161542
derivation: (159,407+163,677) / 2
scale: thousand
Questions and answers about page 1 of the financial report sap-ag_2019.pdf:

question: What information does the table show?
answer: non-current assets excluding financial instruments, deferred tax assets, post-employment benefit assets, and rights arising under insurance contracts.
question: What was the amount of non-current assets in APJ in 2019?
answer: 1,276
scale: million
question: In which years were the Non-Current Assets by Region calculated?
answer: 2019
2018
question: In which year was the amount in Rest of Americas larger?
answer: 2019
derivation: 411>258
question: What was the change in the amount in Rest of Americas in 2019 from 2018?
answer: 153
derivation: 411-258
scale: million
question: What was the percentage change in the amount in Rest of Americas in 2019 from 2018?
answer: 59.3
derivation: (411-258)/258
scale: percent
Questions and answers about page 1 of the financial report first-solar-inc_2019.pdf:

question: What are the reasons for higher research and development expense in 2019?
answer: Research and development expense in 2019 increased compared to 2018 primarily due to increased material and module testing costs and higher employee compensation expense.
question: What is the percentage of net sales in 2017?
answer: 3.0%
question: What are components of research and development expense?
answer: Research and development expense consists primarily of salaries and other personnel-related costs; the cost of products, materials, and outside services used in our R&D activities; and depreciation and amortization expense associated with R&D specific facilities and equipment.
question: What is the amount of net sales derived in 2017?
answer: 2952433.33
derivation: 88,573 / 3.0% 
scale: thousand
question: What is the net difference in research and development expense between 2019 and 2017?
answer: 8038
derivation: 96,611 - 88,573 
scale: thousand
question: What is the difference in net sales amount between 2018 and 2017?
answer: -729485.96
derivation: (84,472 / 3.8%) - (88,573 / 3.0%) 
scale: thousand
Questions and answers about page 1 of the financial report eros-international-plc_2019.pdf:

question: What is the definition of EBITDA as per the company?
answer: EBITDA is defined by us as net income before interest expense, income tax expense and depreciation and amortization (excluding amortization of capitalized film content and debt issuance costs).
question: What information do EBITDA and Adjusted EBITDA provide regarding company's capital structure?
answer: EBITDA, Adjusted EBITDA and Gross Adjusted EBITDA provide no information regarding a Company’s capital structure, borrowings, interest costs, capital expenditures and working capital movement or tax position.
question: What are the years included in the table?
answer: 2019
2018
2017
2016
2015
question: What is the increase / (decrease) in revenue from 2018 to 2019?
answer: 8873
derivation: 270,126 - 261,253
scale: thousand
question: What is the average gross profit?
answer: 112018.2
derivation: (114,730 + 126,545 + 88,754 + 101,664 + 128,398) / 5
scale: thousand
question: What is the percentage increase / (decrease) in the Operating profit before exceptional item from 2018 to 2019?
answer: -52.84
derivation: 27,596 / 58,516 - 1
scale: percent
Questions and answers about page 2 of the financial report advanced-energy_2019.pdf:

question: Where does the company report all related liabilities and expenses to discontinued operations?
answer: in discontinued operations in the Company’s Consolidated Balance Sheets and Consolidated Statements of Operations for all periods presented.
question: What was the acquisition in 2019?
answer: 48,350
scale: thousand
question: What was the service cost in 2018?
answer: 841
scale: thousand
question: What was the change in service cost between 2018 and 2019?
answer: -569
derivation: 272-841
scale: thousand
question: What was the change in interest cost between 2018 and 2019?
answer: 409
derivation: 1,211-802
scale: thousand
question: What was the percentage change in the fair value of plan assets, end of the year between 2018 and 2019?
answer: 10.94
derivation: ($14,903-$13,433)/$13,433
scale: percent