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

question: What does working capital consist of?
answer: current assets less current liabilities.
question: What does total debt outstanding consist of?
answer: taxable revenue bonds due to the State of Alabama Industrial Development Authority.
question: What were the total assets in 2017?
answer: $669,094
scale: thousand
question: What was the change in working capital between 2018 and 2019?
answer: -29817
derivation: $207,599-$237,416
scale: thousand
question: What was the change in total debt between 2017 and 2018?
answer: -1100
derivation: $25,600-$26,700
scale: thousand
question: What was the percentage change in total assets between 2015 and 2016?
answer: 5.42
derivation: ($667,235-$632,904)/$632,904
scale: percent
Questions and answers about page 1 of the financial report iselect-ltd_2019.pdf:

question: What is liquidity risk?
answer: the risk that we will be unable to meet our financial obligations
question: What do concentrations indicate?
answer: the relative sensitivity of the Group’s performance to developments affecting a particular industry.
question: What is the carrying amount and contractual cash flows at 30 June 2019?
answer: $25,153,000
question: What is the percentage change in the cash and cash equivalents from 2018 to 2019?
answer: -33.56
derivation: (21,956-33,045)/33,045
scale: percent
question: What is the percentage change in the trade receivables and contract assets from 2018 to 2019?
answer: -19.93
derivation: (22,989-28,710)/28,710
scale: percent
question: What is the percentage change in the trail commission asset from 2018 to 2019?
answer: 10.84
derivation: (114,078-102,920)/102,920
scale: percent
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: Who approved the financial statements?
answer: the Board of Directors
question: In which years was the total equity calculated?
answer: 2019
2018
question: What were the components making up current assets?
answer: Debtors
Cash and cash equivalents
question: In which year was the amount of Investments higher?
answer: 2019
derivation: 1,216.0>1,212.9
question: What was the change in Capital redemption reserve in 2019 from 2018?
answer: 0.2
derivation: 0.7-0.5
scale: million
question: What was the percentage change in Capital redemption reserve in 2019 from 2018?
answer: 40
derivation: (0.7-0.5)/0.5
scale: percent
Questions and answers about page 1 of the financial report methode-electronics-inc_2019.pdf:

question: Why is unaudited pro forma information presented?
answer: information purposes only and is not indicative of the results of operations that would have been achieved if the acquisitions had taken place at such times.
question: What was the revenues in 2019 and 2018 respectively?
answer: $1,073.3
$1,095.0
scale: million
question: What was the net income in 2019 and 2018 respectively?
answer: 106.4
70.5
scale: million
question: What was the change in the revenues from 2018 to 2019?
answer: -21.7
derivation: 1,073.3 - 1,095.0
scale: million
question: What is the average net income for 2018 and 2019?
answer: 88.45
derivation: (106.4 + 70.5) / 2
scale: million
question: In which year was net income less than 100.0 million?
answer: 2018
derivation: locate and analyze net income in row 5
Questions and answers about page 1 of the financial report first-solar-inc_2019.pdf:

question: What were the reasons for the increase in sales from the modules segment in 2019?
answer: Net sales from our modules segment increased by $958.1 million in 2019 primarily due to a 180% increase in the volume of watts sold and a 4% increase in the average selling price per watt.
question: What are the two main currencies involved in the systems business?
answer: Substantially all of our systems business net sales during 2019 were denominated in U.S. dollars and Australian dollars.
question: What was the percentage increase in modules sales from 2018 to 2019?
answer: 191%
question: What is the net difference in sale of systems between 2017 and 2019?
answer: -531925
derivation: -139,042  - 392,883 
scale: thousand
question: What is the net difference in sale of modules between 2017 and 2019?
answer: 653718
derivation: 958,115 - 304,397 
scale: thousand
question: What is the net percentage difference in net sales between 2017 and 2019?
answer: 4.14
derivation: (819,073 - 697,280) / 2,941,324 
scale: percent
Questions and answers about page 2 of the financial report autodesk-inc_2019.pdf:

question: When did the Board of Directors approve a world-wide restructuring plan?
answer: During the fourth quarter of fiscal year 2018, the Board of Directors approved a world-wide restructuring plan (“Fiscal 2018 Plan”) to support the Company's strategic priorities of completing the subscription transition, digitizing the Company, and re-imagining manufacturing, construction, and production.
question: How much was the reduction in force from the restructuring plan?
answer: This world-wide restructuring plan included a reduction in force of approximately 11% of the Company’s workforce, or 1,027 employees, and the consolidation of certain leased facilities.
question: When was the restructuring plan substantially complete?
answer: By January 31, 2019, the personnel and facilities related actions included in this restructuring plan were substantially complete.
question: What was the employee termination costs as a proportion of total costs in 2018?
answer: 0.95
derivation: 53.0/55.5
question: What was the average employee termination cost per employee in 2018?
answer: 0.05
derivation: 53.0/1,027
scale: million
question: What was the total number of company employees in 2018?
answer: 9336.36
derivation: 1,027/11%
Questions and answers about page 1 of the financial report cogeco-inc_2019.pdf:

question: How many primary service units are excluded from the MetroCast acquisition completed in the second quarter of fiscal 2018?
answer: 251,379
question: What were the net additions for internet service customers in 2019?
answer: 21,189
question: What were the net losses for video service customers in 2019?
answer: 4,697
question: What is the increase / (decrease) in the primary service units  in net additions(losses) from 2018 to 2019?
answer: -3270
derivation: 16,981 - 20,251
question: What was the average increase / (decrease) in internet service customers between 2018 and 2019?
answer: 21303
derivation: (21,189 + 21,417) / 2
question: What was the increase / (decrease) in the video service customers from 2018 to 2019?
answer: 2063
derivation: -4,697 - (-6,760)
Questions and answers about page 1 of the financial report travelzoo_2019.pdf:

question: Which market is the Company's common stock traded in?
answer: NASDAQ Global Select Market
question: What is the symbol of the Company's common stock trading on the NASDAQ Global Select Market?
answer: TZOO
question: What is the high and low sale prices of the common stock in the fourth quarter of 2019 respectively?
answer: $11.44
$9.47
question: What is the difference in the high and low prices of the common stock in the fourth quarter of 2019?
answer: 1.97
derivation: 11.44-9.47
question: What is the average quarterly low price for 2019?
answer: 10.3
derivation: (9.47+10.26+12.61+8.87)/4
question: In 2019, what is the change in high price between the third quarter and fourth quarter?
answer: -3.52
derivation: 11.44-14.96
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: What financial items are listed in the table?
answer: Defined contribution schemes
Defined benefit schemes
question: Which countries does the group operate defined benefit schemes in?
answer: Germany, Ghana, India, Ireland, Italy, the UK, the United States
question: Which countries does the group operate defined benefit indemnity plans in?
answer: Greece and Turkey
question: What is the 2019 average defined contribution schemes?
answer: 172
derivation: (166+178)/2
scale: million
question: What is the 2019 average defined benefit schemes?
answer: 50.5
derivation: (57+44)/2
scale: million
question: What is the difference between 2019 average defined contribution schemes and 2019 average defined benefit schemes?
answer: 121.5
derivation: [(166+178)/2] - [(57+44)/2]
scale: million
Questions and answers about page 1 of the financial report support-com_2019.pdf:

question: What are the segments of revenue?
answer: Services
Software and other
question: What does services revenue comprise of?
answer: Consists primarily of fees for customer support services generated from our partners
question: What does software and other revenue comprise of?
answer: Comprised primarily of fees for end-user software products provided through direct customer
question: Which segment has a higher percentage change?
answer: Software and other
derivation: (25)% > (8)%
question: What was the change in services between 2018 and 2019?
answer: -4931
derivation: $59,545 - $64,476 
scale: thousand
question: What was the change in total revenue between 2018 and 2019?
answer: -6216
derivation: $63,333 - $69,549 
scale: thousand
Questions and answers about page 1 of the financial report travelzoo_2019.pdf:

question: What is the prepaid expenses for 2019 and 2018 respectively?
answer: $2,303
$1,780
scale: thousand
question: What is the value of the other current assets for 2019 and 2018 respectively?
answer: 193
167
scale: thousand
question: What is the value of the total prepaid expenses and other for 2019 and 2018 respectively?
answer: $2,496
$1,947
scale: thousand
question: What is the change in prepaid expenses between 2018 and 2019?
answer: 523
derivation: 2,303-1,780
scale: thousand
question: What is the average value of other current assets in 2018 and 2019?
answer: 180
derivation: (193+167)/2
scale: thousand
question: In 2019, what is the percentage constitution of prepaid expenses among the total prepaid expenses and other?
answer: 92.27
derivation: 2,303/2,496
scale: percent
Questions and answers about page 1 of the financial report calamp-corp_2019.pdf:

question: What was the Deferred income tax assets as reported?
answer: 22,626
scale: thousand
question: What was the Deferred income tax assets without the adoption of ASC 606?
answer: 22,094
scale: thousand
question: What were the total Assets as reported?
answer: 64509
derivation: (19,373+22,626+22,510)
scale: thousand
question: What were the total Liabilities and Stockholders' Equity as reported?
answer: 62740
derivation: (24,264+38,476)
scale: thousand
question: What is the difference in amount between Deferred Revenue and Other non-current liabilities as reported?
answer: 14212
derivation: (38,476-24,264)
scale: thousand
question: What was the Deferred Revenue as reported?
answer: 24,264
scale: thousand
Questions and answers about page 2 of the financial report proofpoint_2019.pdf:

question: According to the information, who is Cloudmark?
answer: a leader in messaging security and threat intelligence for internet service providers and mobile carriers worldwide
question: How will this acquisition benefit Proofpoint?
answer: increased messaging threat intelligence from the analysis of billions of daily emails, malicious domain intelligence, and visibility into fraudulent and malicious SMS messages directed to mobile carriers worldwide
question: How long is the estimated useful life for the Goodwill?
answer: Indefinite
question: What is the difference in fair value between current assets and fixed assets?
answer: 36847
derivation: $37,390 - 543
scale: thousand
question: What is the average fair value of Order backlog?
answer: 1400
derivation: 1,400 / 1
scale: thousand
question: What is the total fair value of all the liabilities assumed?
answer: 27727
derivation: 4,422 + 15,400 + 7,905
scale: thousand
Questions and answers about page 1 of the financial report cubic-corp_2019.pdf:

question: What is the percentage change in CMS Adjusted EBITDA in 2019?
answer: 31%
question: What resulted in the improvement in operating results?
answer: primarily from higher sales from expeditionary satellite communications products and secure networks products
question: For which year(s) is the amortization of purchased intangibles included in the CMS results recorded?
answer: 2019
2018
question: In which year is the amortization of purchased intangibles included in the CMS results larger?
answer: 2018
derivation: 20.8>19.5
question: What is the change in sales in 2019?
answer: 121.8
derivation: 328.8-207.0
scale: million
question: What is the average adjusted EBITDA in 2018 and 2019?
answer: 30.3
derivation: (34.4+26.2)/2
scale: million
Questions and answers about page 1 of the financial report shopify-inc_2019.pdf:

question: Which countries are shown in the table of total external revenues by geographic location?
answer: Canada
United States
United Kingdom
Australia
Rest of World
question: What is the total external revenues from Canada in 2019?
answer: 96,168
scale: thousand
question: What is the 2019 year end total external revenue in United States?
answer: 1,079,520
scale: thousand
question: Between 2018 and 2019, which year had higher total external revenue in Canada?
answer: 2019
derivation: 96,168>70,774
question: Which country had the highest total external revenue in year ended December 31, 2019?
answer: United States
derivation: 1,079,520>230,416 , 1,079,520>68,571 , 1,079,520>103,498 , 1,079,520>96,168
question: Between year ended 2018 and 2019, which year had higher total external revenue?
answer: 2019
derivation: 1,578,173>1,073,229
Questions and answers about page 1 of the financial report mimecast-limited_2019.pdf:

question: How is the basic and diluted net loss per ordinary share calculated?
answer: dividing net loss by the weighted-average number of ordinary shares outstanding during the period.
question: What was the Unvested RSUs in 2019, 2018 and 2017 respectively?
answer: 550
33
28
scale: thousand
question: What was the Share options outstanding in 2019, 2018 and 2017 respectively?
answer: 6,209
6,230
8,681
scale: thousand
question: What was the change in Share options outstanding from 2018 to 2019?
answer: -21
derivation: 6,209 - 6,230
scale: thousand
question: What was the average Unvested RSUs between 2017-2019?
answer: 203.67
derivation: (550 + 33 + 28) / 3
scale: thousand
question: In which year was Unvested RSUs less than 100 thousands?
answer: 2018
2017
derivation: locate and analyze Unvested RSUs in row 4
Questions and answers about page 1 of the financial report frequency-electronics-inc_2019.pdf:

question: What is the amount of vacation and other compensation in 2019 and 2018 respectively?
answer: $1,659
$1,433
scale: thousand
question: What is the amount of incentive compensation in 2019 and 2018 respectively?
answer: 346
411
scale: thousand
question: What is the amount of payroll taxes in 2019 and 2018 respectively?
answer: 155
113
scale: thousand
question: What is the average amount of payroll taxes for 2018 and 2019?
answer: 134
derivation: (155+113)/2
scale: thousand
question: What is the difference in the total accrued liabilities between 2018 and 2019?
answer: 155
derivation: 3,571-3,416
scale: thousand
question: In 2019, what is the percentage constitution of warranty reserve among the total accrued liabilities?
answer: 14.81
derivation: 529/3,571
scale: percent
Questions and answers about page 1 of the financial report Woolworths-Limited_2019.pdf:

question: What factors drove the hotels sales improvement in the second half?
answer: Driven by Bars, Food and Accommodation, benefitting from venue refurbishments completed in the year.
question: Why did normalised ROFE decrease?
answer: Due to an increase in funds employed driven by refurbishments and acquisitions of hotels.
question: How much did Hotels sales increased by in F19?
answer: 3.7%
question: What is the average sales for years F19 and F18?
answer: 1641.5
derivation: (1,671 + 1,612) / 2 
scale: million
question: What is the nominal difference in EBITDA between F19 and F18?
answer: 11
derivation: 372 - 361 
scale: million
question: What is the percentage constitution of Depreciation and Amortisation in EBITDA in F19?
answer: 29.84
derivation: 111 / 372 
scale: percent
Questions and answers about page 1 of the financial report siemens-ag_2019.pdf:

question: What was the reason for the increase in the Orders?
answer: Order intake increased in all businesses year-over-year due to a higher volume from large orders. Sharp order growth in Asia, Australia included two large orders for offshore wind-farms including service in Taiwan totaling € 2.3 billion.
question: What was the reason for the increase in the Revenue?
answer: Revenue was up significantly year-over-year, with substantial growth in the offshore and service businesses and clear growth in the onshore business. On a geographic basis, revenue rose substantially in Europe, C. I. S., Africa, Middle East, while it declined clearly in the other two reporting regions.
question: What was the reason for the increase in the Adjusted EBITDA?
answer: Adjusted EBITA was on the prior-year level as positive effects from productivity improvements and higher revenue were offset by price declines, a less favorable project mix and higher expenses for integration costs and capacity adjustments including severance.
question: What was the average orders for 2019 and 2018?
answer: 12312
derivation: (12,749 + 11,875) / 2
scale: million
question: What is the increase / (decrease) in revenue from 2018 to 2019?
answer: 1105
derivation: 10,227 - 9,122
scale: million
question: What is the increase / (decrease) in the Adjusted EBITDA margin from 2018 to 2019?
answer: -0.6
derivation: 4.7% - 5.3%
scale: percent
Questions and answers about page 1 of the financial report tencent_2019.pdf:

question: How much was the total energy consumption (MWh) for year ended 31 December 2019?
answer: 205,092.26
question: How much was the total energy consumption (MWh) for the year ended 31 December 2018?
answer: 167,488.48
question: How much was the direct energy consumption (MWh) for the year ended 31 December 2019?
answer: 19,144.17
question: What is the change between direct energy consumption (MWh) in 2018 and 2019 year end?
answer: 6292.13
derivation: 19,144.17-12,852.04
question: What is the change between indirect energy consumption (MWh) in 2018 and 2019 year end?
answer: 31311.65
derivation: 185,948.09-154,636.44
question: What is the change between running water consumption (MWh) in 2018 and 2019 year end?
answer: 310336.67
derivation: 1,283,749.73-973,413.06
Questions and answers about page 1 of the financial report jack-in-the-box-inc_2019.pdf:

question: How many franchise restaurants were acquired in 2017?
answer: 50
question: Of the 50 restaurants acquired in 2017, how many were sold to franchisees?
answer: 42
question: What is the gains on the sale of company-operated restaurants in 2019?
answer: $1,366
scale: thousand
question: What is the difference in gains on the sale of company-operated restaurants between 2018 and 2019?
answer: 44798
derivation: $46,164 - $1,366 
scale: thousand
question: What is the average number of new restaurants opened by franchisees for 2017, 2018 and 2019?
answer: 16
derivation: (19+11+18)/3
scale: thousand
question: What is the percentage constitution of cash in the total gains on the sale of company-operated restaurants in 2019?
answer: 93.7
derivation: 1,280/1,366 
scale: percent
Questions and answers about page 1 of the financial report microchip-technology-inc_2019.pdf:

question: What were the pro-forma adjustments mainly comprised of?
answer: acquired inventory fair value costs and amortization of purchased intangible assets
question: What were the net sales in 2019?
answer: 5,563.7
scale: million
question: Which years does the table provide information for the unaudited pro-forma consolidated results of operations? 
answer: 2019
2018
question: What was the change in the Basic net income per common share between 2018 and 2019?
answer: 5.56
derivation: 2.29-(-3.27)
question: What was the percentage change in net sales between 2018 and 2019?
answer: -5.3
derivation: (5,563.7-5,875.0)/5,875.0
scale: percent
question: What was the percentage change in Net income between 2018 and 2019?
answer: -171.1
derivation: (542.0-(-762.3))/-762.3
scale: percent
Questions and answers about page 1 of the financial report kemet-corporation_2019.pdf:

question: How much of the costs incurred during fiscal year 2018 was related to the relocation of the Company's facilities?
answer: 0.9
scale: thousand
question: What was the operating income (GAAP) in 2018?
answer: 112,852
scale: thousand
question: Which years does the table provide information for the reconciliation from U.S. GAAP Operating income to non-GAAP Adjusted operating income?
answer: 2019
2018
2017
question: What was the change in the Plant start-up costs between 2017 and 2018?
answer: 502
derivation: 929-427
scale: thousand
question: What was the change in the Stock-based compensation between 2017 and 2019?
answer: 8146
derivation: 12,866-4,720
scale: thousand
question: What was the percentage change in the Adjusted operating income (non-GAAP) between 2018 and 2019?
answer: 66.94
derivation: (237,235-142,105)/142,105
scale: percent
Questions and answers about page 1 of the financial report brainstorm-cell-therapeutics_2019.pdf:

question: What is the total number of warrants oustanding as of December 31, 2019 that were issued in August 2019?
answer: 842,000
question: What is the amount of cash the Company has raised in consideration for issuances of Common Stock and warrants in private placements and public offerings as well as proceeds from warrants exercises? 
answer: $64,000
question: What is the total warrants outstanding as of December 31, 2019?
answer: 4,474,868
question: What is the change in warrants outstanding from Aug 2007-Jan 2011 to Jun-2018?
answer: -400464
derivation: (458,202+1,158,000)-2,016,666
question: What is the percentage change in the warrants outstanding from Jun-2018 to Aug-2019?
answer: -91.95
derivation: (842,000-(458,202+1,158,000))/842,000
scale: percent
question: In which period is the warrants outstanding the highest?
answer: Aug 2007- Jan 2011
derivation: FInd the year with the highest warrants outstanding
Questions and answers about page 1 of the financial report netapp-inc_2019.pdf:

question: What was the net income in 2019?
answer: 1,169
scale: million
question: What were the Potential shares from outstanding employee equity awards in 2019?
answer: 1
scale: million
question: What were the Shares used in basic computation in 2018?
answer: 268
scale: million
question: What was the change in the basic net income per share between 2017 and 2018?
answer: -1.32
derivation: 0.43-1.75
question: What was the change in the Dilutive impact of employee equity award plans between 2018 and 2019?
answer: -3
derivation: 5-8
scale: million
question: What was the total percentage change in the Shares used in diluted computation between 2017 and 2019?
answer: -7.83
derivation: (259-281)/281
scale: percent
Questions and answers about page 1 of the financial report tata-consultancy-services-ltd_2019.pdf:

question: What was the average USD-INR exchange rate in FY 2019?
answer: `70.07
question: What is the most expensive currency?
answer: GBP
question: What is the least expensive currency?
answer: USD
question: What is the change in "impact of exchange rate" from FY 2018 to FY 2019?
answer: 9.9
derivation: 7.6-(-2.3) 
scale: percent
question: What is the average INR-GBP exchange rate in FY 2019?
answer: 0.01
derivation: 1/91.60 
question: What is the average USD-EUR exchange rate in FY 2019?
answer: 0.87
derivation: 70.07/80.82