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

question: What was the total assets from AMER in 2018?
answer: 645,791
scale: thousand
question: What was the total assets from APAC in 2019?
answer: 958,744
scale: thousand
question: What was the total assets in 2018?
answer: 1,932,642
scale: thousand
question: How many years did total assets exceed $2,000,000 thousand?
answer: 1
derivation: 2019
question: What was the change in the total assets from APAC between 2018 and 2019?
answer: 21234
derivation: 958,744-937,510
scale: thousand
question: What was the percentage change in the total assets from Corporate and eliminations between 2018 and 2019?
answer: -48.18
derivation: (80,608-155,544)/155,544
scale: percent
Questions and answers about page 2 of the financial report acura-pharmaceuticals-inc_2019.pdf:

question: What are the two license agreements for the currently marketed products?
answer: the Oxaydo product containing the Aversion Technology has been licensed to Zyla
the Nexafed products containing the Impede Technology which have been licensed to MainPointe.
question: When is revenue recognized?
answer: Revenue is recognized when, or as, performance obligations under terms of a contract are satisfied, which occurs when control of the promised service is transferred to a customer.
question: What are the two forms of revenue generated from contracts with customers?
answer: Sales-based Milestones and Royalty Revenues
License and Collaboration Agreement Revenues
question: What is the decrease in licensing revenue from Zyla (Oxaydo) from 2018 to 2019?
answer: 35
derivation: 386 - 351 
scale: thousand
question: How much did the total licensing revenue decreased from 2018 to 2019?
answer: 38
derivation: 410 - 372 
scale: thousand
question: What percentage of the decrease in total revenue is from the loss in Zyla (Oxaydo)?
answer: 92.11
derivation: (386 - 351) / (410 - 372) 
scale: percent
Questions and answers about page 1 of the financial report black-knight-financial-services-inc_2019.pdf:

question: Which years does the table provide information for the related party items included in Revenues?
answer: 2019
2018
2017
question: What were the software services in 2019?
answer: 40.2
scale: million
question: What were the data and analytic services in 2017?
answer: 24.0
scale: million
question: What was the change in software services between 2017 and 2018?
answer: 3.1
derivation: 35.9-32.8
scale: million
question: What was the change in data and analytic services between 2017 and 2019?
answer: -4.7
derivation: 19.3-24.0
scale: million
question: What was the percentage change in total related party revenues between 2018 and 2019?
answer: 3.3
derivation: (59.5-57.6)/57.6
scale: percent
Questions and answers about page 2 of the financial report sunworks-inc_2019.pdf:

question: What does the table show?
answer: As of December 31, 2019 and 2018, loans payable
question: What is the principal amount for the loan agreement for the acquisition of an excavator on November  2016?
answer: $59
question: What is the long term position loans payable for 2018?
answer: $88
question: What is the percentage change in the equipment notes payable from 2018 to 2019?
answer: -63.49
derivation: (88-241)/241
scale: percent
question: What is the percentage change in the subtotal loans payable from 2018 to 2019?
answer: -67.04
derivation: (88-267)/267
scale: percent
question: What is the percentage of loan for the acquisition of an excavator that is outstanding?
answer: 22.03
derivation: 13/59
scale: percent
question: In which year is the equipment notes payable higher?
answer: 2018
derivation: Find the year with the higher equipments notes payable
Questions and answers about page 1 of the financial report sophos-group_2019.pdf:

question: What does shareholder distributions - dividends in the table represent?
answer: Represents dividends paid in each financial year
question: What does total employee expenditure in the table include?
answer: wages and salaries, social security costs, pension and other costs and share-based payments, see note 10 of the Financial Statements
question: What are the components in the table during the analysis of the relative importance of spend on pay?
answer: Shareholder distributions – dividends
Total employee expenditure
question: In which year was Total employee expenditure larger?
answer: FY19
derivation: 370.1>361.9
question: What was the change in the Shareholder distributions – dividends in 2019 from 2018?
answer: 2.1
derivation: 23.9-21.8
scale: million
question: What was the average total employee expenditure across 2018 and 2019?
answer: 366
derivation: (370.1+361.9)/2
scale: million
Questions and answers about page 2 of the financial report cogent-communications-group-inc_2019.pdf:

question: What are the respective APRU from on-net in 2017 and 2018 respectively?
answer: $ 506
$ 480
question: What are the respective APRU from off-net in 2017 and 2018 respectively?
answer: $ 1,239
$ 1,155
question: What are the respective average price per megabit in 2017 and 2018 respectively?
answer: $ 1.11
$ 0.82
question: What is the percentage change in on-net APRU between 2017 and 2018? 
answer: -5.14
derivation: (480 - 506)/506 
scale: percent
question: What is the percentage change in off-net APRU between 2017 and 2018? 
answer: -6.78
derivation: (1,155 - 1,239)/1,239 
scale: percent
question: What is the percentage change in the number of on-net customer connections between 2017 and 2018?
answer: 12.12
derivation: (68,770 - 61,334)/61,334 
scale: percent
Questions and answers about page 1 of the financial report bce-inc_2019.pdf:

question: What is the % change in the capital intensity ratio for BCE?
answer: 0.3 pts
question: What led to lower capital expenditures at Bell Media in 2019?
answer: production equipment and IT upgrades in 2018
question: What is the $ change in the capital expenditures for Bell Wireless?
answer: (33)
scale: million
question: Which segment has the largest % change in capital intensity ratio?
answer: Bell Media
derivation: 0.3pts > 0.2pts > |(0.1)|pts
question: What are the capital expenditures for Bell Media in 2018 and 2019?
answer: 222
derivation: 108+114
scale: million
question: What is the percentage of capital expenditures for Bell Wireline out of the BCE capital expenditures in 2019?
answer: 79.81
derivation: 3,183/3,988
scale: percent
Questions and answers about page 1 of the financial report ricebran-technologies_2019.pdf:

question: What are the respective goodwill at 2018 and 2019?
answer: $ 3,178
$ 3,178
scale: thousand
question: What are the respective Net recognized amounts of identifiable assets acquired and liabilities assumed at 2018 and 2019?
answer: 4,195
4,779
scale: thousand
question: What are the respective equipment notes payable at 2018 and 2019?
answer: 99
93
scale: thousand
question: What is the percentage change in goodwill between 2018 and 2019?
answer: 0
derivation: (3,178 - 3,178)/3,178 
scale: percent
question: What is the percentage change in Net recognized amounts of identifiable assets acquired and liabilities assumed between 2018 and 2019?
answer: 13.92
derivation: (4,779 - 4,195)/4,195 
scale: percent
question: What is the percentage change in equipment notes payable between 2018 and 2019?
answer: -6.06
derivation: (93-99)/99 
scale: percent
Questions and answers about page 1 of the financial report national-storage-reit_2019.pdf:

question: When are trade payables paid?
answer: within 30 days of recognition.
question: When are Other payables and accruals paid?
answer: when amounts fall due
question: What is the value of trade payables in 2019?
answer: 3,486
scale: thousand
question: What is the change in Trade payables from 2018 to 2019?
answer: -698
derivation: 3,486-4,184
scale: thousand
question: What is the change in Accrued expenses from 2018 to 2019?
answer: 3989
derivation: 6,706-2,717
scale: thousand
question: What is the change in GST and employment taxes payable from 2018 to 2019?
answer: 1388
derivation: 2,644-1,256
scale: thousand
Questions and answers about page 2 of the financial report lam-research-corporation_2019.pdf:

question: How is the basic net income per share computed?
answer: by dividing net income by the weighted-average number of common shares outstanding during the period
question: How is the diluted net income per share computed?
answer: using the treasury stock method, for dilutive stock options, restricted stock units, and convertible notes
question: What do the diluted shares outstanding not include?
answer: any effect resulting from note hedges associated with the Company’s 2018 Notes as their impact would have been anti-dilutive
question: What is the percentage change in the net income from 2018 to 2019?
answer: -7.95
derivation: (2,191,430-2,380,681)/2,380,681
scale: percent
question: What is the percentage change in the convertible notes from 2018 to 2019?
answer: -54.23
derivation: (5,610-12,258)/12,258
scale: percent
question: In which year is the Diluted average shares outstanding is the highest?
answer: 2017
derivation: Find the year with the highest diluted average shares outstanding
Questions and answers about page 1 of the financial report kemet-corporation_2019.pdf:

question: Which foreign jurisdictions had the greatest effect on the provision for income taxes?
answer: China
Mexico
question: What was the combined provision for income taxes for China and Mexico in 2019?
answer: 5.7
scale: million
question: What was the Change in foreign operations tax exposure reserves in 2019?
answer: 132
scale: thousand
question: What was the change in the Amount computed using the statutory rate between 2018 and 2019?
answer: -23371
derivation: 35,791-59,162
scale: thousand
question: What was the change in the Effect of prior year adjustments between 2017 and 2019?
answer: 661
derivation: 2,450-1,789
scale: thousand
question: What was the percentage change in Provision for income tax expense (benefit) between 2017 and 2018?
answer: 112.67
derivation: (9,132-4,294)/4,294
scale: percent
Questions and answers about page 1 of the financial report consolidated-communications-holdings-inc_2019.pdf:

question: What is the number of shares to be increased under the shareholders approved amendment?
answer: 2,000,000
question: What is the authorized common stock for issuance under the plan?
answer: 4,650,000
question: What were the RSAs granted in 2019?
answer: 551,214
question: What was the increase / (decrease) in the RSAs granted from 2018 to 2019?
answer: 73004
derivation: 551,214 - 478,210
question: What was the average PSAs granted for 2017-2019?
answer: 136218
derivation: (371,672 + 0 + 36,982) / 3
question: What was the percentage increase in the PSAs granted from 2017 to 2019?
answer: 905.01
derivation: 371,672 / 36,982 - 1
scale: percent
Questions and answers about page 1 of the financial report golar-lng-ltd_2019.pdf:

question: In which years was the equity in net earnings of affiliates recorded for?
answer: 2019
2018
question: What does the share of net earnings in other affiliates represent?
answer: Share of equity in Egyptian Company for Gas Services S.A.E ("ECGS") and Avenir LNG Limited ("Avenir").
question: What accounted for the decrease in the share of net earnings in Golar Partners?
answer: Due to a decrease in underlying performance of Golar Partners and fair value adjustment for the year ended December 31, 2019.
question: In which year was the share of net (losses)/earnings in other affiliates higher?
answer: 2018
derivation: 3,711 > (2,515)
question: What was the change in ownership interest in Golar Partners held from 2018 to 2019?
answer: 0
derivation: 32.0% - 32.0% 
scale: percent
question: What was the percentage change in impairment of investment in Golar Partners?
answer: -100
derivation: (0 - (-149,389))/-149,389 
scale: percent
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: What does Cash and Cash Equivalents include?
answer: cash on hand, demand deposits and short-term investments with original maturities of three months or less
question: What was the Cash and cash equivalents in 2019?
answer: $1,501.2
scale: million
question: What was the Restricted cash in 2017?
answer: 152.8
scale: million
question: What was the change in Cash and cash equivalents between 2017 and 2018?
answer: 406.6
derivation: $1,208.7-$802.1
scale: million
question: What was the change in restricted cash between 2018 and 2019?
answer: -19.4
derivation: 76.8-96.2
scale: million
question: What was the percentage change in Total cash, cash equivalents and restricted cash between 2018 and 2019?
answer: 20.93
derivation: ($1,578.0-$1,304.9)/$1,304.9
scale: percent
Questions and answers about page 1 of the financial report singapore-telecommunications-ltd_2019.pdf:

question: What is the topic of this note?
answer: Reconciliation of liabilities from financing activities
question:  Which year does the information in the table relate to?
answer: 2018
question: What is included in the line item "financing cash flows"?
answer: The cash flows comprise the net amount of proceeds from borrowings and repayments of borrowings, net interest paid on borrowings, and settlement of swaps for bonds repaid in the statement of cash flows.
question: How many categories of liabilities are there?
answer: 5
derivation: Bonds##Bank loans##Finance lease liabilities##Interest payable##Derivative financial instruments
question: How many types of non-cash changes are there?
answer: 7
derivation: Fair value adjustments##Amortisation of bond discount##Foreign exchange movements##Acquisition of subsidiary##Additions of finance lease##Interest expense##Adjustment
question: Which type of non-cash change has the largest impact in terms of the categories of liabilities that it affects?
answer: Foreign exchange movements
derivation: -
Questions and answers about page 1 of the financial report sap-ag_2019.pdf:

question: What are the US$ values for 2015 to 2018 translated for?
answer: Translated for the convenience of the reader from euro into U.S. dollars at the Noon Buying Rate for converting euro into U.S. dollars on the dividend payment date.
question: What is the US$ value for 2019 translated for?
answer: the convenience of the reader from euro into U.S. dollars at the Noon Buying Rate for converting euro into U.S. dollars on February 7, 2020 of US$1.0950 per €1.00
question: In which years is the Annual Dividends Paid and Proposed provided?
answer: 2015
2016
2017
2018
2019
question: In which year was the dividend paid per ordinary share in € the largest?
answer: 2019
derivation: 1.58>1.50>1.40>1.25>1.15
question: What was the change in Dividend Paid per Ordinary Share in € in 2016 from 2015?
answer: 0.1
derivation: 1.25-1.15
question: What was the percentage change in Dividend Paid per Ordinary Share in € in 2016 from 2015?
answer: 8.7
derivation: (1.25-1.15)/1.15
scale: percent
Questions and answers about page 1 of the financial report cubic-corp_2019.pdf:

question: What is the percentage increase in CTS sales in 2019?
answer: 27%
question: What resulted in the increase in the amortization of purchased intangibles included in the CTS operating results?
answer: amortization of purchased intangibles for companies acquired by CTS in fiscal year 2019.
question: Which locations are responsible for driving the increase in sales in 2019?
answer: New York
Boston
San Francisco Bay Area
Australia
question: How many items had a % change that is less than 50%?
answer: 2
derivation: Sales##Operating income
question: What is the change in Adjusted EBITDA from 2018 to 2019?
answer: 37.2
derivation: 110.5-73.3
scale: million
question: What is the average annual operating income in 2018 and 2019?
answer: 68.8
derivation: (77.2+60.4)/2
scale: million
Questions and answers about page 1 of the financial report kemet-corporation_2019.pdf:

question: How much did net sales change between 2017 and 2018?
answer: 19.7
scale: million
question: How much did segment operating income change between 2017 and 2018?
answer: 12.7
scale: million
question: What was the amount of net sales in 2017?
answer: 182,228
scale: million
question: How many years did net sales exceed $200,000 thousand?
answer: 1
derivation: 2018
question: What was the change in the percentage to net sales for segment operating income (loss) between 2017 and 2018?
answer: 6.8
derivation: 1.8-(-5.0)
scale: percent
question: What was the percentage change in the segment operating income (loss) between 2017 and 2018?
answer: -140.12
derivation: (3,622-(-9,028))/-9,028
scale: percent
Questions and answers about page 1 of the financial report navios-maritime-holdings-inc_2019.pdf:

question: Which years does the table provide information for accounts receivable?
answer: 2019
2018
question: What was the provision for doubtful receivables in 2018?
answer: (16,086)
scale: thousand
question: What was the net accounts receivable in 2019?
answer: 51,932
scale: thousand
question: How many years did Accounts receivable exceed $50,000 thousand?
answer: 2
derivation: 2019##2018
question: What was the change in the provision for doubtful receivables between 2018 and 2019?
answer: -291
derivation: -16,377-(-16,086)
scale: thousand
question: What was the percentage change in net accounts receivables between 2018 and 2019?
answer: -13.86
derivation: (51,932-60,290)/60,290
scale: percent
Questions and answers about page 1 of the financial report asm-international-nv_2019.pdf:

question: How is Basic net earnings per common share calculated
answer: dividing net income attributable to common shareholders by the weighted average number of common shares outstanding for that period
question: For what years is information on earnings per share available?
answer: 2018
2019
question: What is the  Net earnings from operations in 2018?
answer: 157,133
question: Which year had the lowest percentage difference in basic and diluted net earnings per share?
answer: 2019
derivation: 2018:((3.00-2.96)/2.96=1.35%) 2019:((6.66-6.58)/6.58=1.22%)
question: What is the change in Net earnings from operations from 2018 to 2019?
answer: 171880
derivation:  329,013 - 157,133 
question: What is the percentage change in Net earnings from operations from 2018 to 2019?
answer: 109.39
derivation: ( 329,013 - 157,133)/157,133 
scale: percent
Questions and answers about page 1 of the financial report metro-ag_2019.pdf:

question: How are Provisions for post-employment benefits plans recognised?
answer: in accordance with IAS 19 (Employee Benefits)
question: What are the benefits under the different plans based on?
answer: The benefits under the different plans are based on performance and length of service.
question: What are the types of provisions for post-employment benefits plans?
answer: Provisions for post-employment benefits plans (employer’s commitments)
Provisions for indirect commitments
Provisions for voluntary pension benefits
Provisions for post-employment benefit plans
question: In which year were the Provisions for post-employment benefits plans (employer’s commitments) larger?
answer: 2019
derivation: 414>344
question: What was the change in Provisions for post-employment benefits plans (employer’s commitments) in FY2019 from FY2018?
answer: 70
derivation: 414-344
scale: million
question: What was the percentage change in Provisions for post-employment benefits plans (employer’s commitments) in FY2019 from FY2018?
answer: 20.35
derivation: (414-344)/344
scale: percent
Questions and answers about page 1 of the financial report national-storage-reit_2019.pdf:

question: What was the amount of equity raising done by the Group in 2018?
answer: $175.4m
question: What was the new stapled securities issued in 2019 and 2018?
answer: 105,677,937
39,712,882
question: What was the Issued and paid up capital in 2019?
answer: 66,128
scale: thousand
question: What was the increase / (decrease) in the Issued and paid up capital from 2018 to 2019?
answer: 17564
derivation: 83,692 - 66,128
scale: thousand
question: What was the average Contract for future issue of equity?
answer: 8225.5
derivation: (16,451 + 0) / 2
scale: thousand
question: In which year was Total contributed equity less than 100,000 thousands?
answer: 2018
derivation: locate and analyze Total contributed equity in row 5
Questions and answers about page 2 of the financial report tencent_2019.pdf:

question: What was the reason for the increase in Selling and Marketing expenses?
answer: The increase was mainly driven by greater marketing spending on services and products such as FinTech and cloud services, smart phone games and digital content services, including expenses attributable to Supercell.
question: What was the reason for the increase in General and administrative expenses?
answer: The increase was mainly due to greater R&D expenses and staff costs, including expenses attributable to Supercell.
question: What was the reason for the increase in Finance costs?
answer: The increase was primarily driven by greater interest expenses as a result of higher amount of indebtedness.
question: What was the profit margin for the fourth quarter of 2019?
answer: 21.15
derivation: 22,372/105,767
scale: percent
question: What was the profit margin for the fourth quarter of 2018?
answer: 16.52
derivation: 14,026/84,896
scale: percent
question: What percentage of fourth quarter 2019 revenue is the cost of revenue?
answer: 56.41
derivation: 59,659/105,767
scale: percent
Questions and answers about page 1 of the financial report aci-worldwide-inc_2019.pdf:

question: How much did the company decrease its valuation allowance by in 2019?
answer: $12.8 million
question: How much was Net operating loss carryforwards in 2019?
answer: $23,030
scale: thousand
question: How much was Net operating loss carryforwards in 2018?
answer: $25,745
scale: thousand
question: What was the change in tax credits between 2018 and 2019?
answer: 9064
derivation: 52,902-43,838
scale: thousand
question: What was the change in compensation between 2018 and 2019?
answer: 2857
derivation: 18,791-15,934
scale: thousand
question: What was the percentage change in Gross deferred income tax assets between 2018 and 2019?
answer: -5.14
derivation: (124,387-131,128)/131,128
scale: percent
Questions and answers about page 1 of the financial report adobe-systems-inc_2019.pdf:

question: What was the increase in net cash provided by operating activities from 2018 to 2019?
answer: 9.74
derivation: (4,421.8-4,029.3)/4,029.3 
scale: percent
question: Which was the year that performed the worst in terms of net operating cash?
answer: 2017
derivation: 4,421.8 > 4,029.3 > 2,912.9
question: How much was the difference in net increase(decrease) in cash and cash equivalents from 2017 to 2018? 
answer: 1958.1
derivation: 1,294.8-(-663.3)
scale: million
question: What were the main components of net cash used for investing activities?
answer: purchases of property and equipment and our acquisition of the remaining equity interest in Allegorithmic.
question: What can cash reserves be used for?
answer: repurchase stock under our stock repurchase program and to strategically acquire companies, products or technologies that are complementary to our business.
question: Why was the net cash used for financing activities in 2019 $2.95 billion?
answer: payments for our treasury stock repurchases and taxes related to net share settlement of equity awards, which were offset by proceeds from re-issuance of treasury stock for our employee stock purchase plan