next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report tata-consultancy-services-ltd_2019.pdf:

question: What is the number of existing shareholding accounts as on March 31, 2019?  
answer: 751,605
question: What is the grand total of holdings as on March 31, 2019?
answer: 3,752,384,706
question: How many accounts hold 100001 and above number of shares?
answer: 903
question: Which category of shares have the highest number of holdings?
answer: 100001 - above
derivation: Analyse the values in COL3, and find the corresponding category
question: What is the difference in number of accounts between the share categories of '1-100' and '101-500'?
answer: 342948
derivation: 528,148-185,200
question: What is the difference in holdings between the share categories of '1-100' and '101-500'?
answer: 19147665
derivation: 37,550,103-18,402,438
Questions and answers about page 2 of the financial report plexus-corp_2019.pdf:

question: How was Free Cash Flow defined by the company?
answer: as cash flow provided by operations less capital expenditures
question: What was the free cash flow in 2018?
answer: 4.0
scale: million
question: Which years does the table provide information for the company's free cash flows?
answer: 2019
2018
question: How many years did cash flows provided by operating activities exceed $100 million?
answer: 1
derivation: 2019
question: What was the change in Payments for property, plant and equipment between 2018 and 2019?
answer: -27.8
derivation: -90.6-(-62.8)
scale: million
question: What was the percentage change in the free cash flow between 2018 and 2019?
answer: 517.5
derivation: (24.7-4.0)/4.0
scale: percent
Questions and answers about page 1 of the financial report centurylink-inc_2019.pdf:

question: What does the deferred income tax benefit (expense) under pension plans currently recognize? 
answer: Amounts currently recognized in net periodic benefits expense include $375 million of benefit arising from the adoption of ASU 2018-02
question: What does the deferred income tax benefit (expense) under post-retirement benefit plans currently recognize? 
answer: Amounts currently recognized in net periodic benefits expense include $32 million arising from the adoption of ASU 2018-02
question: What does the table show?
answer: presents cumulative items not recognized as a component of net periodic benefits expense as of December 31, 2017, items recognized as a component of net periodic benefits expense in 2018, additional items deferred during 2018 and cumulative items not recognized as a component of net periodic benefits expense as of December 31, 2017
question: In which year is the prior service benefit (cost) for pension plans larger?
answer: 2017
derivation: 54>46
question: What is the sum of the prior service benefit (cost) for pension plans in 2017 and 2018?
answer: 100
derivation: 54+46
scale: million
question: What is the percentage change in the deferred income tax benefit (expense) for post-retirement benefit plans in 2018 from 2017?
answer: -81.97
derivation: (22-122)/122
scale: percent
Questions and answers about page 1 of the financial report atlassian-corp-plc_2019.pdf:

question: What does non-current operating assets consists of?
answer: Property and equipment, goodwill, intangible assets and other non-current assets
question: What is the total non-current operating assets for fiscal year ended June 30, 2018 and 2019 respectively?
answer: $428,842
$847,355
scale: thousand
question: What is the value of non-current operating assets in India in fiscal year ended June 30, 2019?
answer: 9,286
scale: thousand
question: What is the average total non-current operating assets for fiscal years ended June 30, 2018 and 2019?
answer: 638098.5
derivation: (847,355+428,842)/2
scale: thousand
question: In fiscal year ended June 30, 2019, how many geographic regions have non-current operating assets of more than $10,000 thousand?
answer: 2
derivation: United States ## Australia
question: In fiscal year ended June 30, 2018, what is the percentage constitution of the non-current operating assets in the United States among the total non-current operating assets owned by the Group?
answer: 96.1
derivation: 412,112/428,842
scale: percent
Questions and answers about page 1 of the financial report sykes-enterprises-incorporated_2019.pdf:

question: What was the amount of cash and cash equivalents in 2019?
answer: $127.2 million
question: What does restricted cash include?
answer: includes cash whereby the Company’s ability to use the funds at any time is contractually limited or is generally designated for specific purposes arising out of certain contractual or other obligations.
question: In which years was Cash and cash equivalents calculated?
answer: 2019
2018
2017
2016
question: In which year was Restricted cash included in "Other current assets" the lowest?
answer: 2018
derivation: 149<154<160<568
question: What was the change in Restricted cash included in "Deferred charges and other assets" in 2017 from 2016?
answer: 158
derivation: 917-759
scale: thousand
question: What was the percentage change in Restricted cash included in "Deferred charges and other assets" in 2017 from 2016?
answer: 20.82
derivation: (917-759)/759
scale: percent
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: How long is the maturity period of the group's money market funds?
answer: three months or less
question: What does cash and cash equivalents comprise of?
answer: cash in hand and call deposits, and other short-term highly liquid investments that are readily convertible to a known amount of cash and are subject to an insignificant risk of changes in value
question: How much is the 2019 cash at bank and hand ?
answer: 2,434
scale: million
question: Between 2018 and 2019, which year had a greater amount of cash at bank and in hand?
answer: 2019
derivation: 2,434>2,197
question: What is the average money market funds?
answer: 5742
derivation: (9,007+2,477)/2
scale: million
question: What is the average cash and cash equivalents presented in the statement of cash flows?
answer: 9499.5
derivation: (13,605+5,394)/2
scale: million
Questions and answers about page 1 of the financial report autodesk-inc_2019.pdf:

question: What was the balance as of 31 Jan 2019 for convertible debt securities?
answer: $4.4
question: What level(s) are Autodesk's cash equivalents, marketable securities, and financial instruments classified as?
answer: Autodesk's cash equivalents, marketable securities, and financial instruments are primarily classified within Level 1 or Level 2 of the fair value hierarchy.
question: How often does Autodesk review for changes?
answer: Autodesk reviews for any potential changes on a quarterly basis, in conjunction with our fiscal quarter-end close.
question: Of the total balances as of January 31, 2019, what percentage came from convertible debt securities?
answer: 84.62
derivation: (4.4/5.2)
scale: percent
question: What is the difference in the balances for derivative contracts for 31 January 2018 and 31 January 2019?
answer: 0.2
derivation: 1-0.8
scale: million
question: How much does the convertible debt securities portion account for the total of change included in earnings?
answer: 166.67
derivation: 0.5/0.3 
scale: percent
Questions and answers about page 1 of the financial report guidewire-software-inc_2019.pdf:

question: What was the increase in unrecognized tax benefits in 2019?
answer: $1.3 million
question: What was the Gross increases - prior period tax positions in 2019, 2018 and 2017 respectively?
answer: 98
729
712
scale: thousand
question: What was the Gross decreases - prior period tax positions in 2019?
answer: (88)
scale: thousand
question: In which year was Unrecognized tax benefit - end of period less than 10,000 thousands?
answer: 2017
derivation: locate and analyze Unrecognized tax benefit - beginning of period in row 3
question: What was the average Unrecognized tax benefit - beginning of period for 2017-2019?
answer: 10433.33
derivation: (11,633 + 10,321 + 9,346) / 3
scale: thousand
question: What was the change in the Gross increases - prior period tax positions from 2018 to 2019?
answer: -631
derivation: 98 - 729
scale: thousand
Questions and answers about page 1 of the financial report torm_2019.pdf:

question: How is TCE earnings defined?
answer: TORM defines TCE earnings, a performance measure, as revenue after port expenses, bunkers and commissions incl. freight and bunker derivatives
question: How is TCE earnings used as a standard shipping industry performance measure?
answer: TCE earnings is a standard shipping industry performance measure used primarily to compare period-to-period changes in a shipping company’s performance irrespective of changes in the mix of charter types (i.e. spot charters, time charters and bareboat charters) under which the vessels may be employed between the periods
question: What are the components under Reconciliation to revenue when calculating TCE earnings?
answer: Revenue
Port expenses, bunkers and commissions
question: In which year was Revenue the largest?
answer: 2019
derivation: 692.6>657.0>635.4
question: What was the change in TCE earnings in 2019 from 2018?
answer: 72.5
derivation: 424.9-352.4
scale: million
question: What was the percentage change in TCE earnings in 2019 from 2018?
answer: 20.57
derivation: (424.9-352.4)/352.4
scale: percent
Questions and answers about page 1 of the financial report loral-space-communications-inc_2019.pdf:

question: How much does the company expect to make contributions to to the defined benefit plans and the defined contribution plan respectively during the next fiscal year?
answer: $5.1 million
$0.6 million
question: How much would the pension change if there is a 1% increase and a 1% decrease respectively in the discount rate?
answer: $(39,145)
$49,361
question: How much would the pension change if there is a 1% increase and a 1% decrease respectively in the future salary growth?
answer: $7,572
$(6,919)
question: What is the value of the expected defined contribution plan as a percentage of the defined benefit plan during the next fiscal year?
answer: 11.76
derivation: 0.6/5.1 
scale: percent
question: What is the difference in pension amount if the future salary growth had a 1% increase and a 1% decrease?
answer: 14491
derivation: 7,572 - (6,919) 
question: What is the difference in pension amount if the discount rate had a 1% increase and a 1% decrease?
answer: 88506
derivation: 49,361 - (39,145)
Questions and answers about page 1 of the financial report zix-corporation_2019.pdf:

question: Which companies did zix acquire in 2019 and 2018 respectively?
answer: DeliverySlip (as defined herein) and AppRiver (as defined herein)
Erado
question: What were the organisations the company purchased in 2017?
answer: Greenview
EMS
question: How much was the Opening balance for goodwill and other intangible assets in 2019 and 2018 respectively?
answer: 13,783
8,469
scale: thousand
question: What is the percentage change in goodwill from 2018 to 2019?
answer: 1142.18
derivation: (171,209-13,783)/13,783
scale: percent
question: From 2018 to 2019, how many years was the Opening balance more than $5,000 thousand?
answer: 2
derivation: 2018 ## 2019
question: How much is the total additions and Acquisition adjustments over 2018 and 2019?
answer: 162435
derivation: 157,121+6,215-901
scale: thousand
Questions and answers about page 2 of the financial report lifeway-foods-inc_2019.pdf:

question: What is the value of real estate taxes in 2018?
answer: 398
question: What is the value of  Payroll and incentive compensation  in 2019?
answer: 3,009
question: What is the total accrued expenses in 2019?
answer: 4,087
question: What is the average real estate taxes for 2018 and 2019?
answer: 398
derivation: (398+398)/2
question: What is the change in payroll and incentive compensation between 2018 and 2019?
answer: 1072
derivation: 3,009-1,937
question: What is the percentage change in the total accrued expenses from 2018 to 2019?
answer: 47.17
derivation: (4,087-2,777)/2,777
scale: percent
Questions and answers about page 1 of the financial report carpenter-technology-corp_2019.pdf:

question: What was the Proceeds from insurance recovery in 2019?
answer: 11.4
scale: million
question: What does management believe the free cash flow measure provides?
answer: useful information to investors regarding our financial condition because it is a measure of cash generated which management evaluates for alternative uses
question: In which years was free cash flow calculated?
answer: 2019
2018
2017
question: In which year was the Proceeds from disposals of property, plant and equipment and assets held for sale largest?
answer: 2017
derivation: 2.5>1.9>0.4
question: What was the change in Net cash provided from operating activities in 2019 from 2018?
answer: 23.2
derivation: 232.4-209.2
scale: million
question: What was the percentage change in Net cash provided from operating activities in 2019 from 2018?
answer: 11.09
derivation: (232.4-209.2)/209.2
scale: percent
Questions and answers about page 1 of the financial report ringcentral_2019.pdf:

question: What are the respective intrinsic value of options exercised in the year ended December 31, 2019 and 2018?
answer: $215.5 million
$74.6 million
question: What are the respective intrinsic value of options exercised in the year ended December 31, 2018 and 2017?
answer: $74.6 million
$41.2 million
question: What is the weighted average price per share of granted in 2017?
answer: 23.99
question: What is the percentage change in the total intrinsic value of options exercised during year ended December 31, 2019 and 2018?
answer: 188.87
derivation: (215.5 - 74.6)/74.6 
scale: percent
question: What is the average total intrinsic value of options exercised during year ended December 31, 2017 to 2019?
answer: 110.43
derivation: (215.5 + 74.6 + 41.2)/3 
scale: million
question: What is the percentage change in the number of outstanding options between December 31, 2016 and 2017?
answer: -28.41
derivation: (5,286- 7,384)/ 7,384 
scale: percent
Questions and answers about page 1 of the financial report atlassian-corp-plc_2019.pdf:

question: As of June 30, 2019, what is the amount of certificates of deposit and time deposits?
answer: $3.7 million
question: What was the adjustment done to figures in 2018?
answer: to reflect the impact of the full retrospective adoption of IFRS 15
question: What is the total amount of non-current assets as of June 30, 2019?
answer: $76,645
scale: thousand
question: What is the change in value between security deposits between fiscal years 2018 and 2019?
answer: -238
derivation: 5,010-5,248
scale: thousand
question: What is the percentage difference of security deposits between fiscal years 2018 and 2019?
answer: -4.54
derivation: (5,010-5,248)/5,248
scale: percent
question: What is the percentage constitution of marketable equity securities among the total non-current assets in fiscal year 2019?
answer: 76.89
derivation: 58,932/76,645
scale: percent
Questions and answers about page 1 of the financial report conagra-brands-inc_2019.pdf:

question: What does comprehensive income comprise of?
answer: net income, currency translation adjustments, certain derivative-related activity, changes in the value of available-for-sale investments (prior to the adoption of Accounting Standards Update ("ASU") 2016-01), and changes in prior service cost and net actuarial gains (losses) from pension (for amounts not in excess of the 10% "corridor") and postretirement health care plans
question: What does the table show us?
answer: the accumulated balances for each component of other comprehensive income, net of tax
question: What are the balances for derivative adjustments (net of reclassification adjustments, in millions) for 2017, 2018 and 2019, respectively?
answer: (1.1)
1.0
34.0
question: What is the percentage change of accumulated other comprehensive loss in 2018 compared to 2017?
answer: -48.1
derivation: (-110.5-(-212.9))/(-212.9) 
scale: percent
question: What are the proportion of currency translation losses and derivative adjustments over accumulated other comprehensive loss in 2017?
answer: 0.47
derivation: (-98.6+(-1.1))/(-212.9) 
question: What is the total balance of pension and post-employment benefit obligations from 2017 to 2019?
answer: -183.7
derivation: -112.9+(-17.4)+(-53.4) 
scale: million
Questions and answers about page 1 of the financial report travelzoo_2019.pdf:

question: What is the net income for 2019 and 2018 respectively?
answer: $4,155
$4,661
scale: thousand
question: How is basic net income per share computed?
answer: using the weighted-average number of common shares outstanding for the period.
question: How is diluted net income per share computed?
answer: adjusting the weighted-average number of common shares outstanding for the effect of dilutive potential common shares outstanding during the period
question: What is the average basic net income per share for 2018 and 2019?
answer: 0.36
derivation: (0.35+ 0.38)/2
question: What is the change in net income between 2018 and 2019?
answer: -506
derivation: 4,155 -4,661 
scale: thousand
question: Which year has a higher amount of net income?
answer: 2018
derivation: Look at COL3 and COL4 , and compare the values of net income to determine the answer
Questions and answers about page 1 of the financial report nanthealth-inc_2019.pdf:

question: What are the respective net losses made by the company in 2018 and 2019?
answer: 192,152
62,762
scale: thousand
question: What are the respective comprehensive losses made by the company in 2018 and 2019?
answer: 192,355
62,633
scale: thousand
question: What is the total other comprehensive loss made by the company in 2018?
answer: 203
scale: thousand
question: What is the average net loss in 2018 and 2019?
answer: 127457
derivation: (192,152 + 62,762)/2 
scale: thousand
question: What is the percentage change in net loss between 2018 and 2019?
answer: -67.34
derivation: (62,762 - 192,152)/192,152 
scale: percent
question: What is the percentage change in comprehensive loss between 2018 and 2019?
answer: -67.44
derivation: (62,633 - 192,355)/192,355 
scale: percent
Questions and answers about page 1 of the financial report guidewire-software-inc_2019.pdf:

question: What was the Depreciation expense, excluding the amortization of software development costs in 2019, 2018 and 2017 respectively?
answer: $9.7 million
$7.7 million
$6.6 million
question: What was the value of software in 2019?
answer: 6,741
scale: thousand
question: What was the value of Computer hardware in 2019?
answer: $17,799
scale: thousand
question: In which year was Computer hardware less than 20,000 thousands?
answer: 2019
derivation: locate and analyze computer hardware in row 2
question: What was the average Software value for 2018 and 2019?
answer: 5702.5
derivation: (6,741 + 4,664) / 2
scale: thousand
question: What was the change in the Capitalized software development costs from 2018 to 2019?
answer: 3396
derivation: 7,374 - 3,978
scale: thousand
Questions and answers about page 1 of the financial report methode-electronics-inc_2019.pdf:

question: How much was the Interface segment income from operations in fiscal 2019?
answer: Interface segment income from operations decreased $6.3 million, or 105.0%, to a loss of $0.3 million in fiscal 2019
question: What is the average Gross Profit for Fiscal Year Ended April 28, 2018 to Fiscal Year Ended April 27, 2019?
answer: 11.05
derivation: (7.8+14.3) / 2
scale: million
question: What is the average Income (Loss) from Operations for Fiscal Year Ended April 28, 2018 to Fiscal Year Ended April 27, 2019?
answer: 3.15
derivation: (0.3+6.0) / 2
scale: million
question: In which period was net sales greater than 70 million?
answer: 2018
derivation: locate and analyze net sales in row 2
question: What was the Gross Profit in 2019 and 2018?
answer: $ 7.8
$ 14.3
scale: million
question: What was the decrease in net sales from interface segment in 2019?
answer: $15.5 million
Questions and answers about page 1 of the financial report golar-lng-ltd_2019.pdf:

question: In which years was the assets and liabilities recorded for?
answer: 2019
2018
question: Who is the primary beneficiary of the Hilli Lessor VIE ?
answer: Hilli LLC
question: What was the current liabilities in 2018?
answer: (278,728)
scale: thousand
question: Which year was the non-current liabilities higher?
answer: 2018
derivation: (842,786) > (418,578)
question: What was the change in current assets between 2018 and 2019?
answer: -108047
derivation: 64,507 - 172,554 
scale: thousand
question: What was the percentage change in non-current assets between 2018 and 2019?
answer: -6.65
derivation: (1,300,065 - 1,392,710)/1,392,710 
scale: percent
Questions and answers about page 1 of the financial report black-knight-financial-services-inc_2019.pdf:

question: What was increase in EBITDA for Software Solutions?
answer: 50.7
scale: million
question: What was the increase in the EBITDA for Data and Analytics?
answer: 1.1
scale: million
question: Which years does the table provide information for the EBITDA by segment?
answer: 2018
2017
question: How many years did EBITDA for Software Solutions exceed $500 million?
answer: 2
derivation: 2018##2017
question: What was the sum of the EBITDA in 2018?
answer: 606.7
derivation: 567.2+39.5
scale: million
question: Which segments did the percent variance exceed 5%?
answer: Software Solutions
derivation: (Software Solutions:10%)
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: What was the estimated useful life of Towers in years?
answer: Up to 20
question: What was the value of Equipment in 2018?
answer: 1,667.3
scale: million
question: What was the value of buildings and improvements in 2019?
answer: 638.9
scale: million
question: What was the change in Land and improvements between 2018 and 2019?
answer: 200.7
derivation: 2,486.1-2,285.4
scale: million
question: What was the change in Construction-in-progress between 2018 and 2019?
answer: 14.5
derivation: 372.6-358.1
scale: million
question: What was the percentage change in Property and equipment, net between 2018 and 2019?
answer: 7.44
derivation: ($12,084.4-$11,247.1)/$11,247.1
scale: percent
Questions and answers about page 1 of the financial report advanced-energy_2019.pdf:

question: Which periods does the company's effective tax rates differ from the U.S. federal statutory rate?
answer: December 31, 2019
December 31, 2018
question: What was the current provision for Federal taxes in 2018?
answer: $1,423
scale: thousand
question: What was the current provision for Foreign taxes in 2019?
answer: 18,429
scale: thousand
question: What was the change in total current provision between 2017 and 2018?
answer: -21565
derivation: $15,207-$36,772
scale: thousand
question: What was the change in Total deferred provision between 2018 and 2019?
answer: -9005
derivation: 1,015-10,020
scale: thousand
question: What was the percentage change in total provision for income taxes between 2017 and 2018?
answer: -59.37
derivation: ($25,227-$62,090)/$62,090
scale: percent
Questions and answers about page 1 of the financial report insight-enterprises-inc_2019.pdf:

question: What was the net sales of hardware in 2019 and 2018 respectively?
answer: $622,949
$653,499
scale: thousand
question: What was the net sales of software in 2019 and 2018 respectively?
answer: 753,729
736,509
scale: thousand
question: What was the net sales of services in 2019 and 2018 respectively?
answer: 149,966
140,233
scale: thousand
question: What is the change in Sales Mix of Hardware between 2018 and 2019?
answer: -30550
derivation: 622,949-653,499
scale: thousand
question: What is the change in Sales Mix of Software between 2018 and 2019?
answer: 17220
derivation: 753,729-736,509
scale: thousand
question: What is the average Sales Mix of Hardware for 2018 and 2019?
answer: 638224
derivation: (622,949+653,499) / 2
scale: thousand