next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 2 of the financial report par-technology-corp_2019.pdf:

question: How much was the amortization of capitalized software costs in 2019?
answer: $3.3 million
question: How much was the amortization of capitalized software costs in 2018?
answer: $3.5 million
question: How much was the Software costs capitalized during the years ended 2019 and 2018 respectively?
answer: $4.1 million
$3.9 million
question: What is the change in Acquired and internally developed software costs from December 31, 2018 and 2019?
answer: 17165
derivation: 36,137-18,972
scale: thousand
question: What is the change in accumulated amortization between December 31, 2018 and 2019?
answer: 681
derivation: 12,389-11,708
scale: thousand
question: What is the average Acquired and internally developed software costs for December 31, 2018 and 2019?
answer: 27554.5
derivation: (36,137+18,972) / 2
scale: thousand
Questions and answers about page 1 of the financial report greensky-inc_2019.pdf:

question: Which years does the table show?
answer: 2019
2018
question: What was the amount of Furniture in 2018?
answer: 2,813
scale: thousand
question: What was the amount of Computer hardware in 2019?
answer: 2,494
scale: thousand
question: How many years did Leasehold improvements exceed $4,000 thousand?
answer: 2
derivation: 2019##2018
question: What was the change in the amount of Software between 2018 and 2019?
answer: 11782
derivation: 20,126-8,344
scale: thousand
question: What was the percentage change in the net Total property, equipment and software between 2018 and 2019?
answer: 78.94
derivation: (18,309-10,232)/10,232
scale: percent
Questions and answers about page 1 of the financial report lam-research-corporation_2019.pdf:

question: How was the fair value of the Company’s service-based RSUs calculated?
answer: based on fair market value of the Company’s stock at the date of grant, discounted for dividends
question: Which model was used for the calculation of the fair value of the Company’s market-based PRSUs granted during fiscal years 2019, 2018, and 2017?
answer: Monte Carlo simulation model
question: What is the amount of total unrecognised compensation expense as of June 30, 2019?
answer: $271.9 million
question: What is the change in the expected volatility from 2018 to 2019?
answer: -1.42
derivation: 32.65-34.07
scale: percent
question: What is the change in the risk-free interest rate from 2018 to 2019?
answer: 0.17
derivation: 2.52-2.35
scale: percent
question: What is the change in the dividend yield from 2018 to 2019?
answer: 1.44
derivation: 2.49-1.05
scale: percent
Questions and answers about page 1 of the financial report Intu-Properties_2019.pdf:

question: What is the net exposure to foreign exchange risk (euro) in 2019?
answer: 468.9
scale: million
question: What is the net exposure to foreign exchange risk (indian rupee) in 2018?
answer: 6,274.5
scale: million
question: What is the net exposure to foreign exchange risk (euro) in 2018?
answer: 555.7
scale: million
question: What is the change in the positive movement of money to equity attributable to owners of the Group when there is a 10 per cent appreciation in foreign exchange rates from 2018 to 2019?
answer: -13.4
derivation: 50.0-63.4
scale: million
question: What is the change in the negative movement of money to equity attributable to owners of the Group when there is a 10 per cent depreciation in foreign exchange rates from 2018 to 2019?
answer: -11
derivation: 40.9-51.9
scale: million
question: What is the percentage change in the amount drawn in euros from 2018 to 2019?
answer: 0
derivation: (100-100)/100
scale: percent
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: What was the income from continuing operations before income taxes from United States in 2019?
answer: $1,527.0
scale: million
question: What was the income from continuing operations before income taxes from Foreign sources in 2018?
answer: (58.1)
scale: million
question: What was the total income from continuing operations before income taxes in 2018?
answer: $1,154.6
scale: million
question: How many years did income from continuing operations before income taxes from the United States exceed $1,000 million?
answer: 2
derivation: 2019##2018
question: How many years did total income from continuing operations before income taxes exceed $1,000 million?
answer: 3
derivation: 2019##2018##2017
question: What was the percentage change in total income from continuing operations before income taxes between 2018 and 2019?
answer: 65.98
derivation: ($1,916.4-$1,154.6)/$1,154.6
scale: percent
Questions and answers about page 1 of the financial report optimizerx-corporation_2019.pdf:

question: How much was the aggregate intrinsic value of exercisable options in 2019?
answer: $7,197,053
question: What is the proportion of exercisable options over outstanding options for the year ended in December 31, 2019?
answer: 0.7
derivation: 1,143,637/1,624,221 
question: What is the total price of exercised or expired options during the fiscal year 2019?
answer: 2060317.49
derivation: (251,063*3.73)+(89,550*12.55) 
question: What is the percentage change in the number of shares outstanding at the end of 2018 compared to the start of 2018?
answer: 13.58
derivation: (1,554,700-1,368,772)/1,368,772 
scale: percent
question: How much were the compensation costs that have been charged against income related to options in 2018 and 2019, respectively?
answer: $1,317,904
$1,687,745
question: How many remaining shares are available to grant under the Plan on December 31, 2019?
answer: 236,614
Questions and answers about page 2 of the financial report mobileiron-inc_2019.pdf:

question: When did the company start monitoring total annual recurring revenue? 
answer: Beginning with the fourth quarter of 2018
question: What were the values of subscription ARRs for the years 2019 and 2018 respectively?
answer: $113.9
$95.9
scale: million
question: What were the values of perpetual license support ARRs for the years 2019 and 2018 respectively?
answer: $65.6
$66.7
scale: million
question: What was the average year-over-year percentage increase of total ARRs  from 2018 to 2019?
answer: 15
derivation: (10%+20%)/2
scale: percent
question: How many years did total ARR exceed $162 million?
answer: 2
derivation: 2019##2018
question: What was the percentage change in the perpetual license support ARR from 2018 to 2019?
answer: -1.65
derivation: (65.6-66.7)/66.7
scale: percent
Questions and answers about page 1 of the financial report activision-blizzard-inc_2019.pdf:

question: What does 'EMEA' consist of?
answer: the Europe, Middle East, and Africa geographic regions
question: What was the primary reason for the decrease in net revenues in the Americas region for 2019 compared to 2018?
answer: lower revenues recognized from the Destiny franchise (reflecting our sale of the publishing rights for Destiny to Bungie in December 2018).
question: What was the net revenue from Americas in 2019?
answer: $3,341
scale: million
question: What was the total net revenues in 2019 of Americas and EMEA?
answer: 5580
derivation: ($3,341+2,239)
scale: million
question: What was the total net revenues in 2018 of Americas and EMEA?
answer: 6498
derivation: $3,880+2,618
scale: million
question: What percentage of consolidated net revenue in 2019 consists of net revenue from Americas?
answer: 51.49
derivation: ($3,341/$6,489)
scale: percent
Questions and answers about page 1 of the financial report marks-and-spencer-group-plc_2019.pdf:

question: What is the operating costs of store staffing in 2019 and 2018 respectively?
answer: 1,044.7
1,070.6
scale: million
question: What is the operating costs of Other store costs in 2019 and 2018 respectively?
answer: 950.4
992.1
scale: million
question: What is the operating costs of Distribution & warehousing in 2019 and 2018 respectively?
answer: 564.6
538.0
scale: million
question: Which year had a higher operating costs of store staffing?
answer: 2018
derivation: 1,070.6> 1,044.7
question: What is the change in Marketing costs between 2018 and 2019?
answer: 3.5
derivation: 155.1-151.6
scale: million
question: What is the average marketing costs for 2018 and 2019?
answer: 153.35
derivation: (155.1+ 151.6)/2
scale: million
Questions and answers about page 1 of the financial report tiger-brands-ltd_2019.pdf:

question: Which strategic objective has the highest weightage?
answer: Growth
question: Some strategy has a '*', what does this strategy relate to?
answer: budget
question: How much does net working capital account for in Efficiency? 
answer: 50
derivation: 5%/10%
scale: percent
question: Which key performance indicator accounts for two thirds in Growth?
answer: PBIT
derivation: 40%/60%
question: Why haven't the actual targets been provided?
answer: As they are linked to budget and considered commercially sensitive information
question: To whom did the group STI scorecard for FY19 apply?
answer: the CEO, CFO, executive directors, prescribed officers and other participants
question: How many key performance indicators that have the same weightage of 10%?
answer: 5
derivation: Sales volume growth##Absolute gross margin##Quality##Safety (LTIFR)##BBBEE score
Questions and answers about page 1 of the financial report protagenic-therapeutics-inc_2019.pdf:

question: What are the tax fees for the fiscal year ended December 2018?
answer: There were no tax fees
question: What are the tax fees for the fiscal year ended December 2019?
answer: There were no tax fees
question: What does audit-related fees refer to?
answer: Assurance and other activities not explicitly related to the audit of our financial statements
question: What is the percentage change in audit fees between 2018 and 2019?
answer: 0.82
derivation: (55,000 - 54,550)/54,550 
scale: percent
question: What is the change in audit fees between 2018 and 2019?
answer: 450
derivation: 55,000 - 54,550 
question: Which year has the higher audit fees?
answer: 2019
derivation: Obtained from the table
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 called up share capital?
answer: number of shares in issue at their par value
question: How many ordinary shares were allotted during 2019?
answer: 454,870
question: Between 2018 and 2019, which year had more ordinary shares allotted?
answer: 2018
derivation: 660,460>454,870
question: Between 2018 and 2019, which year had more ordinary shares as at 1 April?
answer: 2019
derivation: 28,814,803,308>28,814,142,848
question: What is the average number of ordinary shares as at 31 March for 2018 and 2019?
answer: 28815030743
derivation: (28,815,258,178+28,814,803,308)/2
Questions and answers about page 1 of the financial report tata-consultancy-services-ltd_2019.pdf:

question: Which accounting standards are the company's financial statements based on?
answer: Indian Accounting Standards
question: What is the percentage growth in revenue from FY 2018 to FY 2019?
answer: 19.0
scale: percent
question: What is the Earnings per share in FY 2019?
answer: 83.05
question: What is the change in earnings per share between 2018 and 2019?
answer: 15.95
derivation: 83.05-67.10
question: What is the change in revenue between 2018 and 2019?
answer: 23359
derivation: 146,463-123,104
question: What is the average earnings per share for 2018 and 2019?
answer: 75.07
derivation: (83.05+ 67.10)/2
Questions and answers about page 1 of the financial report plexus-corp_2019.pdf:

question: Which years does the table provide information for Income tax expense?
answer: 2019
2018
question: What was the amount of U.S. Tax Reform in 2018?
answer: (85.9)
scale: million
question: What was the Impact of one-time employee bonus in 2018?
answer: 0.3
scale: million
question: How many years did Income tax expense, as reported (GAAP) exceed $50 million?
answer: 1
derivation: 2018
question: What was the change in the Impact of other special tax items between 2018 and 2019?
answer: 1.3
derivation: 0.2-(-1.1)
scale: million
question: What was the percentage change in the Income tax expense, as adjusted (non-GAAP) between 2018 and 2019?
answer: 82.61
derivation: (21.0-11.5)/11.5
scale: percent
Questions and answers about page 1 of the financial report formfactor_2019.pdf:

question: What led to increase in research and development expenses in fiscal 2019 compared to fiscal 2018?
answer: The increase in research and development expenses in fiscal 2019 compared to fiscal 2018 was primarily driven by an increase in employee compensation costs
question: What is the average Research and development for the Fiscal Year Ended December 28, 2019 to December 29, 2018?  
answer: 78237.5
derivation: (81,499+74,976) / 2
scale: thousand
question: What is the average Research and development for the Fiscal Year Ended December 29, 2018 to December 30, 2017?
answer: 74391.5
derivation: (74,976+73,807) / 2
scale: thousand
question: In which year was Research and development less than 80,000 thousands?
answer: 2018
derivation: locate and analyze Research and development in row 4
question: What was the % of revenues in 2019 and 2018?
answer: 13.8 %
14.2 %
question: What was the change in Research and development from 2018 to 2019?
answer: $6,523
scale: thousand
Questions and answers about page 1 of the financial report microchip-technology-inc_2019.pdf:

question: What was the total intrinsic value of RSUs which vested during 2019?
answer: 229.3
scale: million
question: What was the number of granted shares in 2016?
answer: 1,635,655
question: What was the Weighted Average Grant Date Fair Value for nonvested shares at March 31, 2017?
answer: 42.06
question: What was the change in the weighted average grant date fair value of nonvested shares between 2016 and 2017?
answer: 5.3
derivation: 42.06-36.76
question: What was the change in the number of vested shares between 2017 and 2018?
answer: -993823
derivation: -2,729,324-(-1,735,501)
question: What was the percentage change in the number of nonvested shares between 2018 and 2019?
answer: 10.92
derivation: (6,291,962-5,672,440)/5,672,440
scale: percent
Questions and answers about page 1 of the financial report opentext-corporation_2019.pdf:

question: What does the table show?
answer: reconciliation of the beginning and ending liability for the year ended June 30, 2019 and 2018
question: How much has been  recorded within "Special charges (recoveries)" since the inception of the plan to date?
answer: $10.7 million
question: What is the Balance payable as at June 30, 2019 for workforce reduction?
answer: 150
scale: thousand
question: What is the Balance payable as at June 30, 2019 for Workforce reduction expressed as a percentage of total Balance payable as at June 30, 2019? 
answer: 23.58
derivation: 150/636
scale: percent
question: What is the difference between the total Balance payable as at June 30, 2019 vs that of 2018?
answer: -1087
derivation: 636-1,723
scale: thousand
question: For Balance payable as at June 30, 2019, What is the difference between Workforce reduction and Facility costs?
answer: -336
derivation: 150-486
scale: thousand
Questions and answers about page 1 of the financial report systemax-inc_2019.pdf:

question: What does the company's presentation of revenue by geography depict?
answer: How the nature, amount, timing and uncertainty of Company revenue and cash flows are affected by economic and industry factors.
question: What is the company's revenue from continuing operations in 2018 and 2019 respectively?
answer: $896.9
$946.9
scale: million
question: What is the company's revenue from continuing operations in 2018 and 2017 respectively?
answer: $896.9
$791.8
scale: million
question: What is the company's total revenue from continuing operations in 2018 and 2019?
answer: 1843.8
derivation: 946.9 + 896.9 
scale: million
question: What is the company's total revenue from continuing operations in 2018 and 2017?
answer: 1688.7
derivation: 791.8 + 896.9 
scale: million
question: What is the percentage change in the company's revenue from continuing operations between 2018 and 2019?
answer: 5.57
derivation: (946.9 - 896.9)/896.9 
scale: percent
Questions and answers about page 1 of the financial report centurylink-inc_2019.pdf:

question: How was goodwill derived?
answer: from numerous acquisitions where the purchase price exceeded the fair value of the net assets acquired (including the acquisition described in Note 2—Acquisition of Level 3)
question: What was the gross carrying amount of goodwill, customer relationships, indefinite-life and other intangible assets as of December 31, 2019?
answer: $44.0 billion
question: The weighted average remaining useful lives of which items were provided?
answer: intangible assets
customer relationships
capitalized software
trade names
question: Which item has the longest weighted average remaining useful life?
answer: Customer relationships
derivation: 9>8>4>3
question: What is the total amortization expense for intangible assets for 2017, 2018 and 2019?
answer: 4.7
derivation: $1.7+$1.8+$1.2
scale: billion
question: What is the percentage change in total other intangible assets, net from 2018 to 2019?
answer: 5.51
derivation: (1,971-1,868)/1,868
scale: percent
Questions and answers about page 1 of the financial report alarmcom-holdings-inc_2019.pdf:

question: What was the amortization related to the company's intangible assets in 2019?
answer: $14.2 million
scale: million
question: What was the trade name gross carrying amount in 2019?
answer: 3,304
scale: thousand
question: What was the accumulated amortization for Other in 2019?
answer: 234
scale: thousand
question: How many intangible assets in 2019 had a net carrying value of more than $50,000 thousand?
answer: 1
derivation: Customer relationships
question: What is the percentage constitution of the gross carrying amount of customer relationships among the total gross carrying amount of the total intangible assets?
answer: 78.4
derivation: 123,731/157,811
scale: percent
question: What is the difference in the net carrying value between customer relationships and developed technology?
answer: 67576
derivation: 84,396-16,820
scale: thousand
Questions and answers about page 1 of the financial report hc2-holdings-inc_2019.pdf:

question: What was the increase / (decrease) in the net income - insurance segment from 2018 to 2019?
answer: $(105.8)
scale: million
question: What was the increase / (decrease) in the effect of investment gains from 2018 to 2019?
answer: 3.7
scale: million
question: What was the increase / (decrease) in the asset impairment expense from 2018 to 2019?
answer: 47.3
scale: million
question: What is the percentage change in the net income - insurance segment from 2018 to 2019?
answer: -64.04
derivation: 59.4 / 165.2 - 1
scale: percent
question: What is the average effect of investment gains for 2018 and 2019?
answer: -3.75
derivation: -(1.9 + 5.6) / 2
scale: million
question: What is the percentage change in the gain on bargain purchase from 2018 to 2019?
answer: -99.05
derivation: -1.1 / -115.4 - 1
scale: percent
Questions and answers about page 1 of the financial report centurylink-inc_2019.pdf:

question: Where is the current portion of the post-retirement benefit obligations recorded?
answer: recorded on our consolidated balance sheets in accrued expenses and other current liabilities-salaries and benefits
question: What is the fair value of plan assets for the combined pension plan item in 2019?
answer: 10,493
scale: million
question: The unfunded statuses of which items are presented in the table?
answer: Combined Pension Plan
Post-Retirement Benefit Plans
question: In which year is the fair value of plan assets under post-retirement benefit plans higher?
answer: 2018
derivation: 18>13
question: What is the difference in the fair value of plan assets under the combined pension plan in 2019?
answer: 460
derivation: 10,493-10,033
scale: million
question: What is the percentage difference in the fair value of plan assets under the combined pension plan in 2019?
answer: 4.58
derivation: (10,493-10,033)/10,033
scale: percent
Questions and answers about page 1 of the financial report ricebran-technologies_2019.pdf:

question: What are the respective values of finished goods in 2018 and 2019?
answer: $853
$698
scale: thousand
question: What are the respective values of raw materials in 2018 and 2019?
answer: 3
90
scale: thousand
question: What are the respective values of packaging in 2018 and 2019?
answer: 102
110
scale: thousand
question: What is the average value of finished goods in 2018 and 2019?
answer: 775.5
derivation: (853 + 698)/2 
scale: thousand
question: What is the average value of raw materials in 2018 and 2019?
answer: 46.5
derivation: (90 + 3)/2 
scale: thousand
question: What is the average value of packaging in 2018 and 2019?
answer: 106
derivation: (110 + 102)/2 
scale: thousand
Questions and answers about page 1 of the financial report coherent-inc_2019.pdf:

question: What was the Balance as of end of year in 2019?
answer: $58,111
scale: thousand
question: What was the  Balance as of the beginning of the year  in 2018?
answer: $47,566
scale: thousand
question: In which years was the Balance as of end of year calculated?
answer: 2019
2018
2017
question: In which year was the Balance as of the beginning of the year the largest?
answer: 2019
derivation: 65,882>47,566>20,442
question: What was the change in Balance as of the beginning of the year in 2019 from 2018?
answer: 18316
derivation: 65,882-47,566
scale: thousand
question: What was the percentage change in Balance as of the beginning of the year in 2019 from 2018?
answer: 38.51
derivation: (65,882-47,566)/47,566
scale: percent
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: Which financial items listed in the table are included within staff costs?
answer: Current service cost
Past service costs
Net interest charge
question: Which financial years' information is shown in the table?
answer: 2017
2018
2019
question: How much is the 2019 current service cost?
answer: 31
scale: million
question: What is the 2019 average actuarial losses recognised in the SOCI ?
answer: 63.5
derivation: (33+94)/2
scale: million
question: What is the 2018 average actuarial losses recognised in the SOCI ?
answer: 184
derivation: (94+274)/2
scale: million
question: What is the change between 2018 and 2019 average actuarial losses recognised in the SOCI?
answer: -120.5
derivation: [(33+94)/2] - [(94+274)/2]
scale: million
Questions and answers about page 1 of the financial report lifeway-foods-inc_2019.pdf:

question: What is net sales from cheese in 2018 and 2019 respectively?
answer: 11,486
11,459
scale: thousand
question: What is net sales from cream and other in 2018 and 2019 respectively?
answer: 5,276
4,228
scale: thousand
question: What is net sales from ProBugs Kefir in 2018 and 2019 respectively?
answer: 2,795
2,780
scale: thousand
question: How many product categories are available?
answer: 6
derivation: Drinkable Kefir other than ProBugs ## Cheese ## Cream and other ## ProBugs Kefir ## Other dairy ## Frozen Kefir
question: What is the change in the net sales for cheese between 2018 and 2019?
answer: -27
derivation:  11,459 - 11,486 
scale: thousand
question: What is the percentage change in net sales from Frozen Kefir between 2018 and 2019?
answer: 12.76
derivation: (1,617-1,434)/1,434
scale: percent
Questions and answers about page 1 of the financial report greensky-inc_2019.pdf:

question: Which years does the table provide?
answer: 2019
2018
2017
question: What was the amount of Receipts in 2017?
answer: 109,818
scale: thousand
question: What was the amount of Settlements in 2019?
answer: (262,449)
scale: thousand
question: How many years did the Fair value changes recognized in cost of revenue exceed $100,000 thousand?
answer: 1
derivation: 2019
question: What was the change in the amount of Settlements between 2017 and 2019?
answer: -135420
derivation: -262,449-(-127,029)
scale: thousand
question: What was the percentage change in the ending balance between 2017 and 2018?
answer: 47.2
derivation: (138,589-94,148)/94,148
scale: percent