next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report oracle-corporation_2019.pdf:

question: How much more hardware revenues came from the Americas as compared to Asia Pacific in 2018? 
answer: 1213
derivation: 2,003 - 790
scale: million
question: What was the sales and marketing expenses in 2019 and 2018?
answer: 1163
derivation: 520 + 643 
scale: million
question: What was the difference in total margin comparing fiscal 2019 and 2018?
answer: 53
derivation: 1,857 - 1,804
scale: million
question: How much was the constant percentage change and the actual percentage change in total margin ?
answer: 6%
3%
scale: percent
question: What are the components that make up the company's hardware business' revenues?
answer: Our hardware business’ revenues are generated from the sales of our Oracle Engineered Systems, server, storage, and industry-specific hardware products.
question: Why did the total hardware expense decrease in fiscal 2019 compared to fiscal 2018?
answer: Excluding the effects of currency rate fluctuations, total hardware expenses decreased in fiscal 2019 compared to fiscal 2018 primarily due to lower hardware products and support costs and lower sales and marketing employee related expenses, all of which aligned to lower hardware revenues.
Questions and answers about page 1 of the financial report immersion_2019.pdf:

question: What is the value of Computer equipment and purchased software in 2019 and 2018 respectively?
answer: $3,011
$3,167
scale: thousand
question: What was the net book value of SJ Facility leasehold improvements in 2019?
answer: $0.9 million
question: What is the value of Machinery and equipment in 2019 and 2018 respectively?
answer: 699
821
scale: thousand
question: In which year was Machinery and equipment less than 700 thousands?
answer: 2019
derivation: locate and analyze Machinery and equipment in row 4
question: What was the average Furniture and fixtures for 2018 and 2019?
answer: 1114
derivation: (1,115 + 1,113) / 2
scale: thousand
question: What was the change in the Property and equipment, net from 2018 to 2019?
answer: -1117
derivation: 1,226 - 2,343
scale: thousand
Questions and answers about page 1 of the financial report autodesk-inc_2019.pdf:

question: What have been affected as a result of the net effect of the adjustments?
answer: gross margin, loss from operations, and loss before income taxes have consequently been affected as a result of the net effect of the adjustments noted above
question: What was the adjusted cost of subscription and maintenance revenue for fiscal year 2019?
answer: 215.9
question: What were the reported marketing and sales expenses?
answer: 1,183.9
question: What was the adjustment amount as a % of subscription net revenue?
answer: 0.92
derivation: (16.6/1,802.3)
scale: percent
question: What is other reported revenue as a % of total reported net revenue?
answer: 5.15
derivation: (132.4/(1,802.3+635.1+132.4))
scale: percent
question: How much is total cost of revenue as reported?
answer: 270.4
derivation: 216+54.4 
scale: million
Questions and answers about page 1 of the financial report sykes-enterprises-incorporated_2019.pdf:

question: What was the Balance at the end of the period in 2019?
answer: $2,711
scale: thousand
question: What was the Balance at the beginning of the period in 2018?
answer: $1,342
scale: thousand
question: For which years were the tabular reconciliation of the amounts of unrecognized net tax benefits calculated?
answer: 2019
2018
2017
question: In which year was the Balance at the end of the period the largest?
answer: 2018
derivation: 2,720>2,711>1,342
question: What was the change in the Balance at the end of the period in 2019 from 2018?
answer: -9
derivation: 2,711-2,720
scale: thousand
question: What was the percentage change in the Balance at the end of the period in 2019 from 2018?
answer: -0.33
derivation: (2,711-2,720)/2,720
scale: percent
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: What do the company's Buyback Programs authorize the company to do?
answer: management is authorized to purchase shares from time to time through open market purchases or in privately negotiated transactions not to exceed market prices and subject to market conditions and other factors.
question: During the fourth quarter 2019, how many shares of their common stock did the company purchase?
answer: 93,654
question: How many shares were purchased in November?
answer: 42,800
question: What is the average of average price paid per share between November and December?
answer: 209.67
derivation: ($209.74+$209.59)/2
question: What was the change in the total number of shares purchased between November and December?
answer: 8054
derivation: 50,854-42,800
scale: million
question: What was the percentage change in the Approximate Dollar Value of Shares that May Yet be Purchased Under the Plans or Programs between November and December?
answer: -10.38
derivation: ($92.4-$103.1)/$103.1
scale: percent
Questions and answers about page 1 of the financial report sophos-group_2019.pdf:

question: What was the reported percentage increase in EMEA revenue in 2019 from 2018?
answer: 12.0 per cent
question: What was the reported percentage increase in APJ revenue in 2019 from 2018?
answer: 3.1 per cent
question: What are the different regions under Revenue by Region in the table?
answer: Americas
EMEA
APJ
question: In which year was the revenue in the Americas larger?
answer: 2019
derivation: 253.3>223.6
question: What was the change in Network from 2019 to 2018 under Revenue by Product?
answer: 12
derivation: 328.5-316.5
scale: million
question: What was the average revenue earned across 2018 and 2019?
answer: 674.8
derivation: (710.6+639.0)/2
scale: million
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: Why would actual maturities differ from the contractual maturities?
answer: borrowers may have the right to call or prepay certain obligations.
question: What was the amortized cost for available-for-sale debt investments  within 1 year?
answer: 6,322
scale: million
question: What was the fair value of debt investments that had maturities after 1 year through 5 years?
answer: 12,218
scale: million
question: What was the fair value of debt investments that had maturities within 1 year as a percentage of the total?
answer: 29.2
derivation: 6,324/21,660
scale: percent
question: What was the difference between the amortized cost of debt investments that were within 1 year and after 1 year through 5 years?
answer: 5869
derivation: 12,191-6,322
scale: million
question: What was the difference between the total amortized cost and total fair value?
answer: 70
derivation: 21,660-21,590
scale: million
Questions and answers about page 1 of the financial report sykes-enterprises-incorporated_2019.pdf:

question: What was the Service cost in 2019?
answer: $405
scale: thousand
question: What was the interest cost in 2018?
answer: 196
scale: thousand
question: In which years is the information about the net periodic benefit cost and other accumulated comprehensive income for the Pension Plans provided?
answer: 2019
2018
2017
question: In which year was Net periodic benefit cost the largest?
answer: 2017
derivation: 594>586>573
question: What was the change in interest cost in 2019 from 2018?
answer: 58
derivation: 254-196
scale: thousand
question: What was the percentage change in interest cost in 2019 from 2018?
answer: 29.59
derivation: (254-196)/196
scale: percent
Questions and answers about page 1 of the financial report Hansen-Technologies_2019.pdf:

question: What was the 2019 percentage change of dividends paid between 2018 and 2019 financial years?
answer: 21.6
derivation: (12,637 - 10,392) / 10,392 
scale: percent
question: How many proposed dividends were not recognised at the end of both years?
answer: 13787
derivation: 5,922 + 7,865 
scale: thousand
question: How much was the regular dividend per share?
answer: 3 cents per share
question: How much was the partially franked dividendper share?
answer: This final dividend of 3 cents per share, partially franked to 2.6 cents per share
question: What was the final dividend of 4 cents per share comprised of?
answer: 1. The final dividend paid of 4 cents per share, franked to 4 cents, comprised of an ordinary dividend of 3 cents per share, together with a special dividend of 1 cent per share.
question: What was the percentage change in franking credits between 2018 and 2019?
answer: -49.25
derivation: (1,586 - 3,125) / 3,125 
scale: percent
Questions and answers about page 1 of the financial report greensky-inc_2019.pdf:

question: Which years does the table show?
answer: 2019
2018
2017
question: What was the net income in 2019?
answer: 95,973
scale: thousand
question: What was the interest expense in 2018?
answer: 23,584
scale: thousand
question: How many years did net income exceed $100,000 thousand?
answer: 2
derivation: 2018##2017
question: What was the change in the interest expense between 2017 and 2018?
answer: 16048
derivation: 23,584-7,536
scale: thousand
question: What was the percentage change in Depreciation and amortization between 2018 and 2019?
answer: 63.11
derivation: (7,304-4,478)/4,478
scale: percent
Questions and answers about page 1 of the financial report cogeco-inc_2019.pdf:

question: What was the exchange rate in 2019?
answer: 1.3222 USD/CDN.
question: What was the exchange rate in 2018?
answer: 1.3100 USD/CDN.
question: What was the increase in EBITDA in fourth-quarter 2019?
answer: 4.6%
question: What is the increase / (decrease) in the Canadian broadband services from 2018 to 2019?
answer: 5939
derivation: 172,120 - 166,181
scale: thousand
question: What was the average Canadian broadband services?
answer: 169150.5
derivation: (172,120 + 166,181) / 2
scale: thousand
question: What was the average American broadband services from 2018 to 2019?
answer: 112730
derivation: (115,523 + 109,937) / 2
scale: thousand
Questions and answers about page 1 of the financial report siemens-ag_2019.pdf:

question: What caused the Revenue related to external customers to go up?
answer: Revenue related to external customers went up moderately yearover- year on growth in nearly all industrial businesses
question: What caused the increase in the Revenue in Europe, C. I. S., Africa, Middle East?
answer: Revenue in Europe, C. I. S., Africa, Middle East increased moderately on growth in a majority of industrial businesses, driven by substantial growth at SGRE
question: What caused the increase in revenue in Americas?
answer: In the Americas, revenue came in clearly higher year-over-year, benefiting from positive currency translation effects
question: What was the average orders in the Americas region in 2019 and 2018?
answer: 22955.5
derivation: (23,796 + 22,115) / 2
scale: million
question: What is the increase / (decrease) in the orders for Asia and Australia from 2018 to 2019?
answer: 546
derivation: 18,693 - 18,147
scale: million
question: What is the percentage increase in the orders for Siemens from 2019 to 2018?
answer: 4.58
derivation: 86,849 / 83,044 - 1
scale: percent
Questions and answers about page 1 of the financial report microsoft-corporation_2019.pdf:

question: What does the company's commercial cloud revenue contain?
answer: Office 365 Commercial, Azure, the commercial portion of LinkedIn, Dynamics 365, and other commercial cloud properties
question: How much revenue did the commercial cloud area generate in 2017?
answer: $16.2 billion
question: How much revenue came from LinkedIn in 2019?
answer: 6,754
scale: million
question: How many revenue items are there?
answer: 9
derivation: Server products and cloud services## Office products and cloud services## Windows## Gaming## Search advertising## LinkedIn## Enterprise Services## Devices## Other
question: How much of the total revenue in 2019 did not come from commercial cloud revenue?
answer: 87743
derivation: 125,843 million - 38.1 billion 
scale: million
question: Which were the bottom 2 revenue items for 2017?
answer: LinkedIn
Other
Questions and answers about page 1 of the financial report consolidated-communications-holdings-inc_2019.pdf:

question: What is the company's ownership of GTE Mobilnet of Texas RSA#17?
answer: 20.51%
question: What was the cash distribution received in 2019 from partnerships?
answer: $19.0 million
question: What is the Total revenues for 2019?
answer: $ 349,640
scale: thousand
question: What was the increase / (decrease) in the total revenues from 2018 to 2019?
answer: 3389
derivation: 349,640 - 346,251
scale: thousand
question: What was the average income from operations for 2017-2019?
answer: 101908.67
derivation: (100,182 + 100,571 + 104,973) / 3
scale: thousand
question: What was the percentage increase / (decrease) in the net income from 2018 to 2019?
answer: -0.26
derivation: 99,146 / 99,408 - 1
scale: percent
Questions and answers about page 1 of the financial report loral-space-communications-inc_2019.pdf:

question: What are the respective fair value hierarchies of cash and cash equivalents as well as other current financial liabilities?
answer: Level 1
Level 2
question: What are the financial instruments classified under Level 1 under the fair value hierarchy?
answer: Cash and cash equivalents
Other current financial assets
Other long-term financial assets
question: What are the financial instruments that do not have a fair value hierarchy classification?
answer: Trade and other receivables
Trade and other payables
question: What is the total fair value of financial instruments without a fair value hierarchy?
answer: 14972
derivation: 45,631 + (-30,659) 
scale: thousand
question: What is the value of the the company's cash and cash equivalents as a percentage of its total financial instruments?
answer: -24.97
derivation: 768,433/(-3,076,851) 
scale: percent
question: What is the difference between the FVTPL of the other current and long-term financial assets?
answer: 15164
derivation: 33,796 - 18,632 
scale: thousand
Questions and answers about page 1 of the financial report singapore-telecommunications-ltd_2019.pdf:

question: Which associate's information does this note contain?
answer: Intouch Holdings Public Company Limited
question: What information does the line item 'Others' relate to?
answer: adjustments to align the respective local accounting standards to SFRS(I)
question: What other information is provided other than financial information from the statement of comprehensive income and statement of financial position?
answer: Group’s share of market value
Dividends received during the year
question: What is the % change in carrying amount from 2017 to 2019?
answer: 7.57
derivation:  (1,701.6 - 1,581.8) / 1,581.8
scale: percent
question: In which year was the total comprehensive income the highest?
answer: 2018
derivation: 499.1 > 450.8 > 164.5
question: How many different categories of items are there in the statement of financial position?
answer: 4
derivation: Current assets##Non-current assets##Current Liabilities##Non-current liabilities
Questions and answers about page 1 of the financial report premier-foods-plc_2019.pdf:

question: What was the basic salary per annum of Mr Darby in 2017/18?
answer: £700,000
question: What was the basic salary of Mr Murray in 2018/19?
answer: £416,201
question: What was the basic salary per annum of Mr Darby in 2018/19?
answer: 583
scale: thousand
question: What was the change in the salary of Gavin Darby from 2017/18 to 2018/19?
answer: -117
derivation: 583 - 700
scale: thousand
question: What is the average salary of Alastair Murray in 2017/18 and 2018/19?
answer: 412
derivation: (416 + 408) / 2
scale: thousand
question: What was the average taxable benefits for Gavin Darby for 2017/18 and 2018/19?
answer: 19.5
derivation: (17 + 22) / 2
scale: thousand
Questions and answers about page 1 of the financial report opentext-corporation_2019.pdf:

question: What does this table represent?
answer: balance for our contract assets and contract liabilities (i.e. deferred revenues) for the periods indicated
question: When was $19.2 million of contract assets to receivables as a result of the right to the transaction consideration becoming unconditional reclassified?
answer: year ended June 30, 2019
question: When will a contract asset be recorded?
answer: if we have recognized revenue but do not have an unconditional right to the related consideration from the customer
question:  What is the total contract assets as of June 30, 2019? 
answer: 36342
derivation: 20,956 +15,386
scale: thousand
question: What is the total deferred revenue as of June 30, 2019?
answer: 688630
derivation: 641,656+46,974
scale: thousand
question: What is the total revenue and assets as of June 30, 2019?
answer: 724972
derivation: 20,956+15,386+641,656+46,974
scale: thousand
Questions and answers about page 1 of the financial report asm-international-nv_2019.pdf:

question: How is revenue attributed in geographical reporting?
answer: attributed to the geographical location in which the customer’s facilities are located
question: What years does the table provide Geographical information for?
answer: 2018
2019
question: What are the regions presented in the table?
answer: United States
Europe
Asia
question: What was the percentage change in revenue from 2018 to 2019?
answer: 56.94
derivation:  (1,283,860 - 818,081 )/ 818,081
scale: percent
question: What are the regions ranked in descending order in terms of revenue for 2019?
answer: Asia
United States
Europe
derivation: Sort the values and corresponding regions in COL2 in COL4 row 4-6 in descending order by the values in COL4
question: Which region had the largest percentage change in revenue from 2018 to 2019?
answer: United States
derivation: United States:((339,463-175,855)/175,855=0.93)  Europe :((126,203-165,602)/165,602=-0.24)  Asia:( (818,194 -476,624)/476,624=0.72)
Questions and answers about page 1 of the financial report eros-international-plc_2019.pdf:

question: What caused the decrease in working capital in 2019?
answer: primarily the result of an increase in short-term borrowings amounting to $208.9 million as at March 31, 2019 from $152 million as at March 31, 2018 due to overdraft against restricted deposits and loan installments due within 12 months.
question: What was the Working capital in 2019?
answer: $32,925
scale: thousand
question: What years are included in the table?
answer: 2019
2018
2017
question: What is the increase / (decrease) in the current assets from 2018 to 2019?
answer: 12035
derivation: 351,597 - 339,562
scale: thousand
question: What is the average current liabilities from 2017-2019?
answer: 291366.67
derivation: (318,672 + 239,327 + 316,101) / 3
scale: thousand
question: What is the increase / (decrease) in the working capital from 2018 to 2019?
answer: -67310
derivation: 32,925 - 100,235
scale: thousand
Questions and answers about page 1 of the financial report netapp-inc_2019.pdf:

question: What were the short-term investments in 2018?
answer: 2,450
scale: million
question: How much cash, cash equivalents and short-term investments were held by various foreign subsidiaries in 2019?
answer: $3.7 billion
question: What was the total cash, cash equivalents and short-term investments in 2019?
answer: 3,899
scale: million
question: What was the change in short-term investments between 2018 and 2019?
answer: -876
derivation: 1,574-2,450
scale: million
question: How many years did the total of cash and cash equivalents and short-term investments exceed $4,000 million?
answer: 1
derivation: 2018
question: What was the percentage change in cash and cash equivalents between 2018 and 2019?
answer: -20.95
derivation: (2,325-2,941)/2,941
scale: percent
Questions and answers about page 2 of the financial report cisco-systems-inc_2019.pdf:

question: Which years does the table provide information for the amortization of purchased intangible assets?
answer: 2019
2018
2017
question: What were the cost of sales in 2019?
answer: 624
scale: million
question: What was the total amortization of purchased intangible assets in 2018?
answer: 861
scale: million
question: What was the change in cost of sales between 2017 and 2018?
answer: 84
derivation: 640-556
scale: million
question: How many years did Amortization of purchased intangible assets exceed $200 million?
answer: 2
derivation: 2018##2017
question: What was the percentage change in 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 sunpower-corporation_2019.pdf:

question: What would be the result if unrecognized tax benefits in 2019 and 2018 become recognized?
answer: Would result in a reduction of our effective tax rate
question: What events would cause a change in unrecognized tax benefits?
answer: Commencement, continuation or completion of examinations of our tax returns by the U.S. or foreign taxing authorities
expiration of statutes of limitation on our tax returns
question: What is the Balance, beginning of year for 2019?
answer: 103,884
scale: thousand
question: Which year was the balance in the beginning of the year the highest?
answer: 2018
derivation: $105,959 > $103,884 > $82,253
question: What was the change in long term liability from 2018 to 2019?
answer: 3.3
derivation: 20.1 million - 16.8 million 
scale: million
question: What was the percentage change of the balance at the end of the period from 2018 to 2019?
answer: 2.94
derivation: ($106,941 - $103,884)/$103,884 
scale: percent
Questions and answers about page 1 of the financial report unilever-plc_2019.pdf:

question: What caused the increase in the cash flow from operating activities in 2019?
answer: mainly driven by working capital improvement in 2019 compared to the prior year which was impacted by the disposal of spreads
question: What contributed to the Gross Profit margin improvement?
answer: a result of strong delivery from 5-S savings programmes
question: What constituted the cash inflow from investing activities in 2018?
answer: included €7.1 billion from the disposal of spreads business
question: What is the change in the operating profit? 
answer: -3931
derivation: 8,708 - 12,639
scale: thousand
question: What is the increase / (decrease) in the Free Cash Flow?
answer: 699
derivation: 6,132 - 5,433
scale: thousand
question: What is the average Depreciation, amortisation and impairment?
answer: 2099
derivation: (1,982 + 2,216) / 2
scale: thousand
Questions and answers about page 1 of the financial report gaslog-ltd_2019.pdf:

question: How was basic earnings/(losses) per share calculated?
answer: By dividing the profit/(loss) for the year attributable to the owners of the common shares after deducting the dividend on Preference Shares by the weighted average number of common shares issued and outstanding during the year.
question: In which years was the earnings/(losses) per share recorded for?
answer: 2017
2018
2019
question: How was diluted EPS calculated?
answer: Diluted EPS is calculated by dividing the profit/(loss) for the year attributable to the owners of the Group adjusted for the effects of all dilutive potential ordinary shares by the weighted average number of all potential ordinary shares assumed to have been converted into common shares, unless such potential ordinary shares have an antidilutive effect.
question: Which year was the basic earnings per share the highest?
answer: 2018
derivation: 0.47 > 0.07 > (1.37)
question: What was the change in basic EPS from 2018 to 2019?
answer: -1.84
derivation: (1.37) - 0.47 
question: What was the percentage change in diluted EPS from 2017 to 2018?
answer: 557.14
derivation: (0.46 - 0.07)/0.07 
scale: percent