next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report spirent-communications-plc_2019.pdf:

question: What do the employee remuneration costs include?
answer: Remuneration, social security costs, pension and other related costs and expense of share-based payment
question: What do the distributions to shareholders include?
answer: Dividends declared and paid in the year include a special dividend paid in 2018
question: What are the components in the table showing the total expenditure on pay for all of the Company’s employees compared to distributions to shareholders by way of dividend?
answer: Employee remuneration costs
Distributions to shareholders
Adjusted operating profit
question: In which year was the amount of adjusted operating profit larger?
answer: 2019
derivation: 92.9>77.1
question: What was the change in adjusted operating profit?
answer: 15.8
derivation: 92.9-77.1
scale: million
question: What was the average amount of adjusted operating profit recorded across 2018 and 2019?
answer: 85
derivation: (92.9+77.1)/2
scale: million
Questions and answers about page 1 of the financial report protagenic-therapeutics-inc_2019.pdf:

question: What is the number of nonvested options at December 31, 2017?
answer: 1,492,861
question: What is the number of nonvested options at December 31, 2018?
answer: 800,210
question: What is the number of nonvested options at December 31, 2019?
answer: 204,382
question: What is the percentage of nonvested options at December 31, 2019 as a percentage of the total shares issued?
answer: 5.33
derivation: 204,382/3,835,366 
scale: percent
question: What is the difference in the weighted average exercise price of the outstanding and nonvested options as at December 31, 2019?
answer: 0.4
derivation: 1.74 - 1.34 
question: What is the percentage of options granted during the year ended December 2018 as a percentage of the number of nonvested options remaining as at 31 December 2018?
answer: 34.99
derivation: 280,000/800,210 
scale: percent
Questions and answers about page 1 of the financial report lam-research-corporation_2019.pdf:

question: What is the depreciation expense, including amortization of capital leases, during fiscal year 2019?
answer: $182.1 million
question: What is the Manufacturing and engineering equipment amount as of June 30, 2019?
answer: $1,039,454
scale: thousand
question: What is the buildings and improvements amount as of June 30, 2019?
answer: 664,061
scale: thousand
question: What is the percentage change in the Depreciation expense, including amortization of capital leases, from 2018 to 2019?
answer: 10.23
derivation: (182.1-165.2)/165.2
scale: percent
question: What is the percentage change in the accumulated depreciation and amortization from 2018 to 2019?
answer: 15.6
derivation: (963,682-833,609)/833,609
scale: percent
question: in which year is the net amount of property and equipment higher?
answer: 2019
derivation: Find the year with the higher net property and equipment
Questions and answers about page 1 of the financial report Woolworths-Limited_2019.pdf:

question: When is provision for restructuring recognised?
answer: Provision for restructuring is recognised when the Group has developed a detailed formal plan for the restructuring and has raised a valid expectation in those affected by the restructuring that the restructuring will occur.
question: What is the amount of current self-insured risks in 2019?
answer: 173
scale: million
question: What is the units used in the table?
answer: $M
question: What is the nominal difference of non-current self-insured risks between 2019 and 2018?
answer: 11
derivation: 430 - 419 
scale: million
question: What is the percentage constitution of current self-insured risks in the total self-insured risks in 2019?
answer: 28.69
derivation: 173/603 
scale: percent
question: What is the average cash payments for self-insured risks for both years?
answer: 152.5
derivation: (157 + 148)/2 
scale: million
Questions and answers about page 1 of the financial report international-business-machines-corp_2019.pdf:

question: What impacted the Gross margin in Cloud & Cognitive Software?
answer: impacted by an increased mix toward SaaS, a mix toward security services and increased royalty costs associated with IP licensing agreements compared to the prior year
question: What drove the Pre-tax income improvement?
answer: primarily driven by operational efficiencies and mix.
question: What was the gross profit margin in 2018?
answer: 77.6%
question: What is the increase / (decrease) in the external gross profit from 2017 to 2018?
answer: 238
derivation: 17,224 - 16,986
scale: million
question: What is the average Pre-tax income?
answer: 8475
derivation: (8,882 + 8,068) / 2
scale: million
question: What is the increase / (decrease) in the Pre-tax margin from 2017 to 2018?
answer: 2.6
derivation: 35.0% - 32.4%
scale: percent
Questions and answers about page 1 of the financial report alarmcom-holdings-inc_2019.pdf:

question: What were the cash and cash equivalents in 2019?
answer: $119,629
scale: thousand
question: What was the working capital in 2018?
answer: 152,793
scale: thousand
question: Which years does the table provide data for total assets?
answer: 2019
2018
2017
2016
2015
question: What was the change in working capital between 2015 and 2016?
answer: 18514
derivation: 150,485-131,971
scale: thousand
question: What was the change in total stockholders' equity between 2016 and 2017?
answer: 41578
derivation: 232,827-191,249
scale: thousand
question: What was the percentage change in the total assets between 2018 and 2019?
answer: 26.49
derivation: (557,799-440,985)/440,985
scale: percent
Questions and answers about page 1 of the financial report greensky-inc_2019.pdf:

question: How did the company define Active Merchants?
answer: home improvement merchants and healthcare providers that have submitted at least one consumer application during the twelve months ended at the date of measurement
question: How did the company define Loan Servicing Portfolio?
answer: the aggregate outstanding consumer loan balance (principal plus accrued interest and fees) serviced by our platform at the date of measurement.
question: What was the transaction volume in 2019?
answer: 5,954
scale: million
question: How many years did the Transaction volume exceed $5,000 million?
answer: 2
derivation: 2019##2018
question: What was the change in the Loan Servicing Portfolio between 2017 and 2018?
answer: 1951
derivation: 7,341-5,390
scale: million
question: What was the percentage change in the Cumulative Consumer Accounts between 2017 and 2019?
answer: 92.99
derivation: (3.03-1.57)/1.57
scale: percent
Questions and answers about page 1 of the financial report pegasystems-inc_2019.pdf:

question: What is the change in deferred revenue in the year ended December 31, 2019 primarily due to?
answer: new billings in advance of revenue recognition, partially offset by revenue recognized during the period that was included in deferred revenue at December 31, 2018
question: What are contract assets and long-term contract assets respectively classified under?
answer: other current assets
other long-term assets
question: What are long-term deferred revenue respectively classified under?
answer: other long-term liabilities
question: What is the percentage change in contract assets between 2018 and 2019?
answer: 49.77
derivation: (5,558 - 3,711)/3,711 
scale: percent
question: What is the percentage change in long-term contract assets between 2018 and 2019?
answer: 113.13
derivation: (5,420 - 2,543)/2,543 
scale: percent
question: What is the percentage change in long-term deferred revenue between 2018 and 2019?
answer: 1.18
derivation: (5,407 - 5,344)/5,344 
scale: percent
Questions and answers about page 1 of the financial report travelzoo_2019.pdf:

question: Which model did the company use to value the stock options?
answer: Black-Scholes option pricing model
question: What is the historical volatility used in 2019 and 2018 respectively?
answer: 60%
46%
question: What is the risk-free interest rate used in 2019 and 2018 respectively?
answer: 2.10%
2.84%
question: What is the average risk-free interest rate used in 2018 and 2019?
answer: 2.47
derivation: (2.10+ 2.84)/2
scale: percent
question: What is the change in expected life in years used in the Black-Scholes model between 2018 and 2019?
answer: -2.1
derivation: 3.6-5.7
question: Which year has a higher weighted-average fair value of options granted per share used in the Black-Scholes model?
answer: 2019
derivation: Look at Row 2, and compare the values in COL3 and COL 4 to determine the answer
Questions and answers about page 1 of the financial report spirent-communications-plc_2019.pdf:

question: What amount of the total cash and cash equivalents balance is callable at notice of three months or less at the date of investment in 2019?
answer: $79.3 million
question: What are short-term bank deposits made for?
answer: varying periods of between one day and three months depending on the cash requirements of the Group and earn interest at the short-term deposit rates appropriate for the term of the deposit and currency.
question: What are the items under cash and cash equivalents, for the purposes of the cash flow statement?
answer: Cash at bank
Short-term bank deposits
question: In which year was the amount of short-term bank deposits larger?
answer: 2019
derivation: 79.3>63.9
question: What was the change in the cash at bank?
answer: 46.2
derivation: 103.9-57.7
scale: million
question: What was the percentage change in the cash at bank?
answer: 80.07
derivation: (103.9-57.7)/57.7
scale: percent
Questions and answers about page 1 of the financial report viavi-solutions-inc_2019.pdf:

question: How much was Gary Staley's sign-on bonus when he joined the company in February 2017?
answer: $60,000
scale: thousand
question: What was the maximum possible value of MSU's using grant date fair value for Oleg Khaykin in 2018?
answer: 2,457,750
question: What was the maximum possible value of MSU's using grant date fair value for Paul McNab in 2019?
answer: 591,150
question: What was the change in maximum possible value of MSU's using grant date fair value for Paul McNab between 2017 and 2018 as a percentage?
answer: 18.47
derivation: (442,395-373,425)/373,425
scale: percent
question: What is the difference between the maximum possible value of PSUs in 2018 between Oleg Khaykin and Amar Maletira?
answer: 454950
derivation: (909,900-454,950)
question: How much does the top 2 maximum possible value of MSUs in 2019 add up to?
answer: 5446876
derivation: (4,067,526+1,379,350)
Questions and answers about page 1 of the financial report on-semiconductor_2019.pdf:

question: How much was Revenue for 2019 and 2018 respectively?
answer: $5,517.9 million
$5,878.3 million
question: What led to the decrease in overall Revenue between 2018 and 2019?
answer: primarily attributable to an 8.2%, 4.8% and 1.5% decrease in revenue in PSG, ASG and ISG, respectively
question: What led to the decrease in Revenue from PSG?
answer: due to a combination of a decrease in volume of products sold and a competitive pricing environment.
question: What is the change in revenue from PSG from 2018 to 2019?
answer: -249.9
derivation: 2,788.3-3,038.2
scale: million
question: What is the change in revenues from ASG from 2018 to 2019?
answer: -98.9
derivation: 1,972.3-2,071.2
scale: million
question: What is the average revenue from PSG for 2018 to 2019?
answer: 2913.25
derivation: (2,788.3+3,038.2) / 2
scale: million
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: What was the weighted average market value per ordinary share for Irish SIP options exercised in 2019?
answer: 350.0p
question: What do the Options exercised prior to the vesting date relate to?
answer: those attributable to good leavers as defined by the scheme rules.
question: For which years was the amount Outstanding at 31 March calculated?
answer: 2019
2018
question: In which year was the amount Outstanding at 1 April larger?
answer: 2018
derivation: 44,431>35,922
question: What was the change in the amount Outstanding at 1 April in 2019 from 2018?
answer: -8509
derivation: 35,922-44,431
question: What was the percentage change in the amount Outstanding at 1 April in 2019 from 2018?
answer: -19.15
derivation: (35,922-44,431)/44,431
scale: percent
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: How does the company provide manufacturing services for their products?
answer: purchase components from a variety of suppliers and use several contract manufacturers
question: What were the purchase commitments with commitments that were 1 to 3 years in 2019?
answer: 728
scale: million
question: What were the purchase commitments with commitments that were 3 to 5 years in 2018?
answer: 360
scale: million
question: What was the percentage change in total purchase commitments between 2018 and 2019?
answer: -23.31
derivation: (4,967-6,477)/6,477
scale: percent
question: How many years did total purchase commitments exceed $5,000 million?
answer: 1
derivation: 2018
question: What was the change in the amount of purchase commitments for commitments that were less than 1 year between 2018 and 2019?
answer: -1168
derivation: 4,239-5,407
scale: million
Questions and answers about page 1 of the financial report spirax-sarco-engineering-plc_2019.pdf:

question: What did the write-down of inventories recognised as an expense during the year in respect of continuing operations comprise of?
answer: a cost of £5.1m (2018: £4.8m) to write-down inventory to net realisable value reduced by £4.4m (2018: £1.3m) for reversal of previous write-down reassessed as a result of customer demand
question: What is the value of inventories expected to be recovered after more than 12 months in 2019?
answer: £13.4m
question: What are the components which make up the total inventories?
answer: Raw materials, consumables and components
Work in progress
Finished goods and goods for resale
question: In which year was the Work in progress value larger?
answer: 2018
derivation: 25.5<25.7
question: What was the change in total inventories from 2018 to 2019?
answer: 25.3
derivation: 185.9-160.6
scale: million
question: What was the percentage change in total inventories from 2018 to 2019?
answer: 15.75
derivation: (185.9-160.6)/160.6
scale: percent
Questions and answers about page 1 of the financial report atlassian-corp-plc_2019.pdf:

question: What is the value of the incurred rent expense on the Group's operating leases during fiscal years ended 2017, 2018 and 2019 respectively? 
answer: $12.2 million
$23.6 million
$38.6 million
question: What are the total commitments towards operating leases?
answer: $330,848
scale: thousand
question: What are the total commitments towards other contractual commitments?
answer: $328,320
scale: thousand
question: What is the total number of countries that the Group leases offices in?
answer: 7
derivation: the Netherlands##United States##Australia##Philippines##India##Japan##Turkey
question: What is the difference in the total commitments between that of operating leases and other contractual commitments?
answer: 2528
derivation: 330,848-328,320
scale: thousand
question: What is the percentage constitution of the commitments for operating leases for year ending 2020 among the total commitments for operating leases?
answer: 11.72
derivation: 38,790/330,848
scale: percent
Questions and answers about page 1 of the financial report finjan-holding-inc_2019.pdf:

question: What are the respective outstanding options as at December 31, 2017 and 2018?
answer: 2,341,340
2,486,646
question: What are the respective outstanding options as at December 31, 2018 and 2019?
answer: 2,486,646
2,356,197
question: What are the respective outstanding and exercisable options at December 31, 2019?
answer: 2,356,197
1,843,468
question: What is the average number of outstanding options as at December 31, 2017 and 2018?
answer: 2413993
derivation: (2,341,340 + 2,486,646)/2 
question: What is the percentage change in outstanding options between 2017 and 2018?
answer: 6.21
derivation: (2,486,646 - 2,341,340)/2,341,340 
scale: percent
question: What is the percentage change in outstanding options between 2018 and 2019?
answer: -5.25
derivation: (2,356,197 - 2,486,646)/2,486,646 
scale: percent
Questions and answers about page 1 of the financial report spirent-communications-plc_2019.pdf:

question: What information of the liability does the table provide?
answer: duration and maturity
question: What was the Weighted average duration of the defined benefit obligation (years) in 2019?
answer: 14
question: What are the categories of maturity used in the Maturity analysis of benefit payments (non-discounted amounts)?
answer: Maturity ≤ 1 year
Maturity > 1 ≤ 5 years
Maturity > 5 ≤ 10 years
Maturity > 10 ≤ 20 years
Maturity > 20 ≤ 30 years
Maturity > 30 years
question: In which year was the Weighted average duration of the defined benefit obligation (years) larger?
answer: 2018
derivation: 15>14
question: What was the change in the benefit payments (non-discounted amounts) for maturity > 30 years?
answer: 20.1
derivation: 63.0-42.9
scale: million
question: What was the percentage change in the benefit payments (non-discounted amounts) for maturity > 30 years?
answer: 46.85
derivation: (63.0-42.9)/42.9
scale: percent
Questions and answers about page 1 of the financial report mimecast-limited_2019.pdf:

question: What was the Beginning balance in 2019 and 2018 respectively?
answer: $6,164
$4,931
question: What was the ending balance in 2019 and 2018 respectively?
answer: $6,016
$6,164
question: What was the Additions based on tax positions related to current year in 2019 and 2018 respectively?
answer: 164
142
question: What was the change in the Beginning balance from 2018 to 2019?
answer: 1233
derivation: 6,164 - 4,931
question: What was the average Additions for tax positions of prior years for 2018 and 2019?
answer: 837.5
derivation: (231 + 1,444) / 2
question: In which year was Expiration of statutes of limitation less than 0?
answer: 2019
derivation: locate and analyze Expiration of statutes of limitation in row 7
Questions and answers about page 1 of the financial report aci-worldwide-inc_2019.pdf:

question: What was the net cash from operating activities in 2018?
answer: $183,932
scale: thousand
question: What was the net cash from operating activities in 2019?
answer: $137,649
scale: thousand
question: What was the net cash used in investing activities in 2019?
answer: -830,481
scale: thousand
question: What was the change in net cash from operating activities between 2018 and 2019?
answer: 46283
derivation: $183,932-$137,649
scale: thousand
question: What was the change in net cash used in investing activities between 2018 and 2019?
answer: -785121
derivation: -830,481+45,360
scale: thousand
question: What was the percentage change in net cash from financing activities between 2018 and 2019?
answer: 1256.29
derivation: (667,223+57,704)/57,704
scale: percent
Questions and answers about page 1 of the financial report gaslog-ltd_2019.pdf:

question: In which year was the general and administrative expenses recorded for?
answer: 2017
2018
2019
question: What was the cost of restructuring?
answer: $3,975
scale: thousand
question: Where does the management intend to relocate its employees?
answer: Piraeus, Greece office
question: Which year has the highest share-based compensation?
answer: 2018
derivation: 5,216 > 5,107 > 4,565
question: What was the change in other expenses from 2018 to 2019?
answer: 1618
derivation: 17,415 - 15,797 
scale: thousand
question: What was the percentage change in employee costs from 2017 to 2018?
answer: 11.66
derivation: (20,980 - 18,789)/18,789 
scale: percent
Questions and answers about page 1 of the financial report shopify-inc_2019.pdf:

question: Which 3 financial items were excluded from the diluted weighted average number of outstanding shares?
answer: Stock options
Restricted share units
Deferred share units
question: What financial information does the table show?
answer: reconciliation of the basic weighted average number of shares outstanding and the diluted weighted average number of shares outstanding
question: What is the number of deferred share units in 2019?
answer: 673
question: What is the average anti-dilutive stock options for 2018 and 2019?
answer: 4644516
derivation: (3,812,242+5,476,790)/2
question: What is the average anti-dilutive restricted share units for 2018 and 2019?
answer: 2206791.5
derivation: (1,939,918+2,473,665)/2
question: What is the average anti-dilutive deferred share units for 2018 and 2019?
answer: 510
derivation: (673+347)/2
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 type of short-term investments are shown in the table?
answer: Bonds and debt securities
Managed investment funds
question: What is the total value of short-term investments in 2019?
answer: 11,095
scale: million
question: What percentage of 2019 Bonds and debt securities is the 2019 highly liquid German government securities?
answer: 20.36
derivation: 955/4,690
scale: percent
question: What percentage of 2019 Bonds and debt securities is the 2019 Japanese government securities?
answer: 20.06
derivation: 941/4,690
scale: percent
question: What is the change in managed investment funds between 2018 and 2019?
answer: 2514
derivation: 6,405-3,891
scale: million
Questions and answers about page 1 of the financial report resonant-inc_2019.pdf:

question: What are the components recorded under cost?
answer: Computers, peripheral and scientific equipment
Software
Leasehold improvements
Office furniture and equipment
question: What was the cost of disposals in 2019?
answer: $31,000
question: What was the reason for the disposals in 2018?
answer: Relocating our corporate offices and writing off the fully amortized leasehold improvements related to our former office.
question: Which year has a higher depreciation?
answer: 2019
derivation: $870,000 > $704,000
question: What was the change in software cost from 2018 to 2019?
answer: 382000
derivation: 2,131,000 - 1,749,000 
question: What was the percentage change in the net property and equipment?
answer: -5.13
derivation: ($1,885,000 - $1,987,000)/$1,987,000 
scale: percent
Questions and answers about page 1 of the financial report amcon-distributing-company_2019.pdf:

question: How old are the company's executive officers?
answer: 59
45
50
question: Who are the executive officers of the company?
answer: Christopher H. Atayan
Andrew C. Plummer
Charles J. Schmaderer
question: Where did Charles J. Schmaderer practice public accounting at?
answer: Grant Thornton, LLP
question: What is the average age of the company's executive officers?
answer: 51.33
derivation: (59 + 45 + 50)/3 
question: What is the average age of the company's President and Vice President?
answer: 47.5
derivation: (45 + 50)/2 
question: What is the average age of the company's Chief Executive and Chief Financial Officers?
answer: 52
derivation: (59 + 45)/2