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

question: What have the amounts for other non-current assets investments been pledged as?
answer: security related to obligations for certain employee benefits and are not available for general use
question: What is the amount of Investments in 2019?
answer: 128
question: What is the amount of Derivative assets in 2018?
answer: 68
question: What is the percentage change in net assets of post-employment benefit plans in 2019?
answer: 68.58
derivation: (558-331)/331
scale: percent
question: What is the change in net assets of post-employment benefit plans in 2019?
answer: 227
derivation: 558-331
question: What is the change in the total other non-current assets in 2019? 
answer: 427
derivation: 1,274-847
Questions and answers about page 1 of the financial report sykes-enterprises-incorporated_2019.pdf:

question: What is the Number of restricted shares/ RSUs granted in 2019?
answer: 508
scale: thousand
question: What is the Fair value of restricted shares/RSUs vested  in 2018?
answer: $8,342
scale: thousand
question: In which years is the Fair value of restricted shares/RSUs vested calculated?
answer: 2019
2018
2017
question: In which year was the Number of restricted shares/ RSUs granted the largest?
answer: 2019
derivation: 508>492>480
question: What was the change in Number of restricted shares/ RSUs granted in 2019 from 2018?
answer: 16
derivation: 508-492
scale: thousand
question: What was the percentage change in Number of restricted shares/ RSUs granted in 2019 from 2018?
answer: 3.25
derivation: (508-492)/492
scale: percent
Questions and answers about page 1 of the financial report advanced-energy_2019.pdf:

question: What was the sales for Semiconductor Equipment in 2017?
answer: $554,063
scale: thousand
question: What was the sales for Industrial & Medical in 2017?
answer: 116,949
scale: thousand
question: What was the sales for Data Center Computing in 2019?
answer: 91,438
scale: thousand
question: What was the change in sales of Industrial & Medical products between 2018 and 2019? 
answer: 60870
derivation: 245,992-185,122
scale: thousand
question: What was the change in sales of Semiconductor Equipment between 2017 and 2018?
answer: -20293
derivation: $533,770-$554,063
scale: thousand
question: What was the percentage change in total sales between 2018 and 2019?
answer: 9.74
derivation: ($788,948-$718,892)/718,892
scale: percent
Questions and answers about page 1 of the financial report insight-enterprises-inc_2019.pdf:

question: How much did the Net sales increased in 2019 compared to 2018?
answer: $651 million
question: How much did Net sales of products (hardware and software) increased in 2019 compared to 2018?
answer: 8%
question: How much did net sales of services increased in 2019 compared to 2018?
answer: 20%
question: What is the change in Net sales of North America between 2018 and 2019?
answer: 661324
derivation: 6,024,305-5,362,981
scale: thousand
question: What is the change in Net Sales of EMEA between 2018 and 2019?
answer: -3597
derivation: 1,526,644-1,530,241
scale: thousand
question: What is the average Net sales of North America for 2018 and 2019?
answer: 5693643
derivation: (6,024,305+5,362,981) / 2
scale: thousand
Questions and answers about page 1 of the financial report vmware-inc_2019.pdf:

question: What did construction in progress primarily represented as of 2020?
answer: various buildings and site improvements that had not yet been placed into service.
question: What was the depreciation expense in 2020?
answer: $234 million
question: What was the amount of construction in progress in 2020?
answer: 106
scale: million
question: What was the change in Total property and equipment between 2019 and 2020?
answer: 107
derivation: 2,718-2,611
scale: million
question: Which years did construction in progress exceed $100 million?
answer: 1
derivation: 2020
question: What was the percentage change in the net total property and equipment between 2019 and 2020?
answer: 10.15
derivation: (1,280-1,162)/1,162
scale: percent
Questions and answers about page 1 of the financial report advanced-energy_2019.pdf:

question: Why did the company's effective tax rate differ from the U.S. federal statutory rate?
answer: due to the benefit related to the wind down of our solar inverter business and earnings in foreign jurisdictions, which are subject to lower tax rates, offset by the impact of U.S. tax reform.
question: What was the Income taxes per federal statutory rate in 2018?
answer: $36,199
scale: thousand
question: What was the State income taxes, net of federal deduction in 2017?
answer: 1,794
scale: thousand
question: What was the change in GILTI Tax between 2018 and 2019?
answer: -4268
derivation: 8,796-13,064
scale: thousand
question: What was the change in Unremitted earnings between 2018 and 2019?
answer: -940
derivation: 1,624-2,564
scale: thousand
question: What was the percentage change in Withholding taxes between 2018 and 2019?
answer: 374.11
derivation: (6,500-1,371)/1,371
scale: percent
Questions and answers about page 1 of the financial report zayo-group-holdings_2019.pdf:

question: What do remaining performance obligations associated with the Company’s contracts reflect?
answer: recurring charges billed, adjusted to reflect estimates for sales incentives and revenue adjustments
question: What does the table below reflect?
answer: The table below reflects an estimate of the remaining transaction price of fixed fee, non-lease revenue arrangements to be recognized in the future periods presented.
question: What does the company not include when determining the transaction price allocated to remaining performance obligations?
answer: the Company does not include non- recurring charges and estimates for usage
question: How much remaining transaction price of fixed fee, non-lease revenue arrangements does the company expect to recognize from Zayo Networks and zColo in 2020?
answer: 643.1
derivation: 621.4+21.7
scale: million
question: Which reportable segment had the highest amount in 2024? 
answer: Zayo Networks
derivation: 36.7 > 3.5 > 1.6
question: In which years does the company expect Allstream to have amount of higher than 10 million?
answer: 2020
2021
2022
derivation: 110.3##26.7##11.8
Questions and answers about page 1 of the financial report leidos-holdings_2019.pdf:

question: What was the depreciation expense in 2019, 2018 and 2017 respectively?
answer: $61 million
$56 million
$55 million
question: What was the Computers and other equipment in January 2020?
answer: $259
scale: million
question: What was the Leasehold improvements in 2018?
answer: 206
scale: million
question: In which period was Computers and other equipment less than 250 million?
answer: 2018
derivation: locate and analyze Computers and other equipment in row 3
question: What was the change in the Leasehold improvements from 2018 to 2020?
answer: -3
derivation: 203 - 206
scale: million
question: What was the percentage change in the Office furniture and fixtures from 2018 to 2020?
answer: 2.78
derivation: (37-36)/36
scale: percent
Questions and answers about page 1 of the financial report international-business-machines-corp_2019.pdf:

question: What caused the increase in Global Business Services revenue?
answer: driven by strong growth in Consulting, led by key offerings in digital Global Business Services revenue increased compared to 2017 driven by strong growth in Consulting, led by key offerings in digital and cloud application, where the business has brought together technology and industry expertise to help clients on their digital journey
question: What was the impact on GPS and Application Management revenue?
answer: GPS grew year to year, while Application Management revenue was flat as reported and declined adjusted for currency compared to 2017.
question: What was the percentage growth in GBS Cloud revenue?
answer: 20 percent
question: What is the increase / (decrease) in the Global Business Services external revenue from 2017 to 2018?
answer: 522
derivation: 16,595 - 16,073
scale: million
question: What is the average consulting?
answer: 7483.5
derivation: (7,705 + 7,262) / 2
scale: million
question: What percentage of total Global Business Services external revenue was Application Management in 2018?
answer: 46.43
derivation: 7,705 / 16,595
scale: percent
Questions and answers about page 1 of the financial report stmicroelectronics_2019.pdf:

question: What led to increase in the revenue of ADG on sequential basis?
answer: driven by an increase in volumes of approximately 8%, partially offset by a decrease in average selling prices of approximately 5%, mostly attributable to product mix.
question: What led to increase in the revenue of AMS on sequential basis?
answer: driven by Analog and Imaging products. AMS increase was due to an increase of approximately 5% in average selling prices, entirely due to product mix, and to higher volumes of approximately of 7%.
question: What led to increase in the revenue of MDG on sequential basis?
answer: driven by Microcontrollers, due to both higher average selling prices of approximately 6%, entirely due to product mix, and higher volumes of approximately 2%.
question: What is the average net revenues from Automotive and Discrete Group (ADG) for the period December 31, 2019 and 2018?
answer: 945.5
derivation: (924+967) / 2
scale: million
question: What is the average net revenues from Analog, MEMS and Sensors Group (AMS) for the period December 31, 2019 and 2018?
answer: 1036.5
derivation: (1,085+988) / 2
scale: million
question: What is the average net revenues from Microcontrollers and Digital ICs Group (MDG) for the period December 31, 2019 and 2018?
answer: 715.5
derivation: (742+689) / 2 
scale: million
Questions and answers about page 1 of the financial report agilysys-inc_2019.pdf:

question: What was the decrease in total revenue?
answer: $0.3 million, or 0.2%
question: What was the decrease in Professional services revenue?
answer: $1.4 million, or 5.5%
question: What was the increase in gross profit margin?
answer: $0.6 million, or 1.0%
question: What was the increase / (decrease) in the percentage of Professional services of net revenue from 2017 to 2018?
answer: -1.1
derivation: 19.3 - 20.4
scale: percent
question: What was total gross profit in 2017?
answer: 60
derivation: 0.6/1.0*100
scale: million
question: What was total gross profit in 2018?
answer: 60.6
derivation: 0.6/1.0*100+0.6
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: What is the net book value as of 31 March in 2019?
answer: 83,773
scale: million
question: Which financial items does the cost as at 31 March 2019 comprise of?
answer: 1 April
Capital contributions arising from share-based payments
Contributions received in relation to share-based payments
question: What is the 2019 average net book value as at 31 March ?
answer: 83750.5
derivation: (83,773+83,728)/2
scale: million
question: What is the 2019 average total cost of shares in Group undertakings as at 31 March?
answer: 91927.5
derivation: (91,950+91,905)/2
scale: million
question: What is the difference between 2019 average net book value and 2019 average total costs of shares in Group undertakings as at 31 March?
answer: 8177
derivation: [(91,950+91,905)/2] - [(83,773+83,728)/2]
scale: million
Questions and answers about page 1 of the financial report logitech-international-sa_2019.pdf:

question: What is the increase in the fair value of plan assets from 2018 to 2019?
answer: 5647
derivation: $90,365 - $84,718
scale: thousand
question: What is the percentage increase of projected benefit obligations in 2019 compared to 2018?
answer: 11.44
derivation: ($143,662 - $128,915) / $128,915
scale: percent
question: What was the fair value of plan assets in 2018?
answer: $84,718
scale: thousand
question: What is the amount of underfunded status in 2019?
answer: $(53,297)
scale: thousand
question: What is the average of Underfunded status between 2018 and 2019?
answer: -48747
derivation: ($(53,297) + $(44,197)) / 2
scale: thousand
question: What is the funded status of 2018?
answer: $(44,197)
scale: thousand
Questions and answers about page 1 of the financial report hc2-holdings-inc_2019.pdf:

question: What was the net revenue from Marine Services segment for the year ended December 31, 2019?
answer: $713.3 million
question: What was the net revenue from Marine Services segment for the year ended December 31, 2018?
answer: $716.4 million
question: What was the cost of revenue from Marine Services segment for the year ended December 31, 2019?
answer: $572.3 million
question: What was the percentage change in the net revenue from 2018 to 2019?
answer: -0.43
derivation: 713.3 / 716.4 - 1
scale: percent
question: What was the average cost of revenue for 2018 and 2019?
answer: 586.35
derivation: (572.3 + 600.4) / 2
scale: million
question: What is the percentage change in the Depreciation and amortization from 2018 to 2019?
answer: 109.46
derivation: (15.5 / 7.4 - 1)
scale: percent
Questions and answers about page 1 of the financial report overseas-shipholding-group-inc_2019.pdf:

question: How much was Interest expense, including administrative and other fees for 2019?
answer: $25,633
question: How much was Interest expense, including administrative and other fees for 2018?
answer: $30,890
question: What led to the decrease in interest expense?
answer: primarily associated with the impact of the refinancing of our term loan at the end of 2018 and interest capitalized during 2019 due to vessels under construction.
question: What is the change in Interest before impact of interest rate caps from Years Ended December 31, 2018 to 2019?
answer: -5076
derivation: 25,633-30,709
question: What is the change in Interest expense from Years Ended December 31, 2018 to 2019?
answer: -5257
derivation: 25,633-30,890
question: What is the average Interest before impact of interest rate caps for Years Ended December 31, 2018 to 2019?
answer: 28171
derivation: (25,633+30,709) / 2
Questions and answers about page 1 of the financial report calamp-corp_2019.pdf:

question: What were the results of the adoption of ASC 606 to the company?
answer: deferred product revenues and deferred product costs for the fleet management and auto vehicle finance verticals increased
question: What was the balance of deferred income tax assets at February 28, 2018?
answer: 31,581
scale: thousand
question: What was the balance of deferred income tax assets at March 1,2018?
answer: 32,113
scale: thousand
question: What were the balance of total assets at February 28, 2018?
answer: 62410
derivation: (12,000+31,581+18,829)
scale: thousand
question: What were the balance of total assets at March 1, 2018?
answer: 67978
derivation: (13,891+32,113+21,974)
scale: thousand
question: What is the difference in balance of Deferred income tax assets and Deferred revenue at February 28, 2018?
answer: 13824
derivation: (31,581-17,757)
scale: thousand
Questions and answers about page 1 of the financial report opentext-corporation_2019.pdf:

question: What is the income (expense) from foreign exchange is dependent on?
answer: the change in foreign currency exchange rates vis-àvis the functional currency of the legal entity.
question: What years are included in the table?
answer: 2019
2018
2017
question: What are the units used in the table?
answer: thousands
question: What is the average annual Total other income (expense), net?
answer: 14624
derivation: (10,156+17,973+15,743)/3
scale: thousand
question: What is the percentage change of Total other income (expense), net for fiscal year 2018 to 2019?
answer: -43.49
derivation: -7,817/17,973
scale: percent
question: What is the change of Total other income (expense), net from fiscal year 2017 to 2019?
answer: -5587
derivation: -7,817+2,230
scale: thousand
Questions and answers about page 1 of the financial report alarmcom-holdings-inc_2019.pdf:

question: What was the amount of sales and marketing in 2019?
answer: 2,075
scale: thousand
question: What was the General and administrative in 2018?
answer: 4,901
scale: thousand
question: What was the Research and development in 2017?
answer: 4,214
scale: thousand
question: What was the change in the Sales and marketing between 2018 and 2019?
answer: 879
derivation: 2,075-1,196
scale: thousand
question: How many years did General and administrative exceed $4,000 thousand?
answer: 2
derivation: 2019##2018
question: What was the percentage change in the Total stock-based compensation expense between 2017 and 2018?
answer: 81.15
derivation: (13,429-7,413)/7,413
scale: percent
Questions and answers about page 1 of the financial report formfactor_2019.pdf:

question: How is marketable securities classified?
answer: We classify our marketable securities as available-for-sale.
question: What is the increase/ (decrease) in Amortized Cost of U.S. Treasuries from Fiscal Year Ended December 28, 2019 to December 29, 2018?
answer: 2461
derivation: 10,458-7,997
scale: thousand
question: What is the increase/ (decrease) in Amortized Cost of Commercial paper from Fiscal Year Ended December 28, 2019 to December 29, 2018?
answer: 1618
derivation: 3,914-2,296
scale: thousand
question: What was the difference between the fair value of Commercial paper compared to U.S. Treasuries?
answer: 6558
derivation: 10,469 - 3,911
scale: thousand
question: What was the fair value of corporate bond?
answer: 33,928
scale: thousand
question: Where does the company typically invest?
answer: highly-rated securities with low probabilities of default
Questions and answers about page 1 of the financial report siemens-ag_2019.pdf:

question: What caused the negative swing in corporate items?
answer: The negative swing in Corporate items was mainly due to large positive effects in fiscal 2018 – the gain of € 900 million resulting from the transfer of Siemens’ shares in Atos SE to Siemens Pension- Trust e. V. and the gain of € 655 million from the sale of OSRAM Licht AG shares.
question: What were the severance charges within Corporate items?
answer: 99
scale: million
question: What was the Reconciliation to Consolidated financial Statements in 2019?
answer: (2,028)
scale: million
question: What was the average Real Estate Services?
answer: 142.5
derivation: (145 + 140) / 2
scale: million
question: What is the increase / (decrease) in Amortization of intangible assets acquired in business combinations from 2018 to 2019?
answer: -31
derivation: 1,133 - 1,164
scale: million
question: What is the increase / (decrease) percentage of Centrally carried pension expense from 2018 to 2019?
answer: -37.59
derivation: (264 / 423 - 1)
scale: percent
Questions and answers about page 1 of the financial report carpenter-technology-corp_2019.pdf:

question: What was the amount of Land in 2019?
answer: $35.6
question: What was the amount of  Buildings and building equipment in 2018?
answer: 500.0
question: In which years was Property, Plant and Equipment calculated?
answer: 2019
2018
question: In which year was the amount of Land larger?
answer: 2019
derivation: 35.6>34.8
question: What was the change in Buildings and building equipment in 2019 from 2018?
answer: 12.9
derivation: 512.9-500.0
scale: million
question: What was the percentage change in Buildings and building equipment in 2019 from 2018?
answer: 2.58
derivation: (512.9-500.0)/500.0
scale: percent