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

question: What was the increase in the General and administrative in 2018?
answer: $8.6 million
question: What was the General and administrative in 2018 and 2017?
answer: 31,462
22,895
scale: thousand
question: What was the increase in depreciation and amortization from 2017 to 2018?
answer: $2.8 million
question: What is the average General and administrative expense for 2017 and 2018?
answer: 27178.5
derivation: (31,462 + 22,895) / 2
scale: thousand
question: In which year was General and administrative expense less than 40,000 thousands?
answer: 2018
2017
derivation: locate and analyze General and administrative in row 4
question: What is the change in the gross margin between 2017 and 2018?
answer: -1
derivation: 21 - 22
scale: thousand
Questions and answers about page 1 of the financial report cogent-communications-group-inc_2019.pdf:

question: What are the respective federal income tax expense at statutory rates in 2017 and 2018?
answer: 10,892
8,690
scale: thousand
question: What are the respective federal income tax expense at statutory rates in 2018 and 2019?
answer: 8,690
11,061
scale: thousand
question: What are the respective state income taxes, net of federal benefit in 2017 and 2018?
answer: 2,244
2,665
scale: thousand
question: What is the average federal income tax expense at statutory rates in 2017 and 2018?
answer: 9791
derivation: (10,892 + 8,690)/2 
scale: thousand
question: What is the average federal income tax expense at statutory rates in 2018 and 2019?
answer: 9875.5
derivation: (8,690 + 11,061)/2 
scale: thousand
question: What is the average state income taxes, net of federal benefit in 2017 and 2018?
answer: 2454.5
derivation: (2,244 + 2,665)/2 
scale: thousand
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: What does the cost of operations represent?
answer: Represents Operating expenses, exclusive of Depreciation, amortization and accretion, Selling, general, administrative and development expense, and Other operating expenses.
question: What was the net income at the end of March 31?
answer: 280.3
scale: million
question: What was the operating income at the end of June 30?
answer: 546.0
scale: million
question: How many quarters had operating revenues that was below $2,000 million?
answer: 3
derivation: March##June##September
question: What was the change in Operating revenues between Three Months Ended March and June?
answer: 39.1
derivation: $1,780.9-$1,741.8
scale: million
question: What was the percentage change in operating revenues between Three Months Ended  September and December?
answer: 19.4
derivation: ($2,131.9-$1,785.5)/$1,785.5
scale: percent
Questions and answers about page 1 of the financial report kemet-corporation_2019.pdf:

question: Which years does the table provide information for the reconciliation of equity method investments to the Company's Consolidated Balance Sheets?
answer: 2019
2018
question: What was the amount of investments into Novasentis in 2019?
answer: 977
scale: thousand
question: What was the total investments in 2018?
answer: 12,016
scale: thousand
question: What was the change in the investments into Nippon Yttrium Co., Ltd ("NYC") between 2018 and 2019?
answer: 67
derivation: 8,215-8,148
scale: thousand
question: What was the change in the investments into Novasentis between 2018 and 2019?
answer: -1893
derivation: 977-2,870
scale: thousand
question: What was the percentage change in total investments between 2018 and 2019?
answer: 7.56
derivation: (12,925-12,016)/12,016
scale: percent
Questions and answers about page 1 of the financial report black-knight-financial-services-inc_2019.pdf:

question: Which years does the table provide information for other non-current assets of the company?
answer: 2019
2018
question: What were the amount of contract assets in 2019?
answer: 37.8
scale: million
question: What was the amount of right-of-use assets in 2019?
answer: 26.4
scale: million
question: What was the change in prepaid expenses between 2018 and 2019?
answer: -10.2
derivation: 8.1-18.3
scale: million
question: What was the change in unbilled receivables between 2018 and 2019?
answer: -1.5
derivation: 3.5-5.0
scale: million
question: What was the percentage change in the total other non-current assets between 2018 and 2019?
answer: 30.38
derivation: (158.8-121.8)/121.8
scale: percent
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: How was the percentage of gross lease receivables calculated?
answer: as allowance for credit loss on lease receivables as a percentage of gross lease receivables and residual value before unearned income
question: What is the allowance for doubtful accounts based on?
answer: our assessment of the collectibility of customer accounts
question: What was the Percentage of gross loan receivables in 2019?
answer: 1.3
scale: percent
question: What would be the change in Allowance for credit loss—loan receivables between 2018 and 2019?
answer: 11
derivation: 71-60
scale: million
question: How many years did Percentage of gross lease receivables exceed 2.0%?
answer: 1
derivation: 2018
question: What was the percentage change in Allowance for doubtful accounts between 2018 and 2019?
answer: 5.43
derivation: (136-129)/129
scale: percent
Questions and answers about page 1 of the financial report iselect-ltd_2019.pdf:

question: What is the effect of the Deed?
answer: iSelect Limited guarantees to each creditor payment in full of any debt in the event of winding up any of the entities in the Closed Group
question: What is the income tax benefit in 2019?
answer: 5,949
scale: thousand
question: What is the loss from continuing operations before income tax in 2019?
answer: 20,111
scale: thousand
question: What is the percentage change in the Loss from continuing operations before income tax from 2018 to 2019?
answer: -4.38
derivation: (20,111-21,033)/21,033
scale: percent
question: What is the percentage change in the income tax benefit from 2018 to 2019?
answer: -11.66
derivation: (5,949-6,734)/6,734
scale: percent
question: In which year is there a greater net loss for the year?
answer: 2018
derivation: Find the year with the greater net loss for the year
Questions and answers about page 1 of the financial report vmware-inc_2019.pdf:

question: What were the stock options outstanding value as of January 31, 2020?
answer: aggregate intrinsic value of $239 million based on VMware’s closing stock price as of January 31, 2020
question: What was the outstanding number of shares for VMware stock options in 2017?
answer: 1,991
scale: thousand
question: What was the number of granted shares from Pivotal Stock Options in 2018?
answer: 2,832
scale: thousand
question: What was the change in outstanding number of shares for VMware Stock Options between 2017 and 2018?
answer: -344
derivation: 1,647-1,991
scale: thousand
question: How many years did the outstanding Weighted-Average Exercise Price (per share) for VMware stock options exceed $60.00?
answer: 1
derivation: 2017
question: What was the percentage change in the outstanding weighted-average exercise price per share for pivotal stock options between 2018 and 2019?
answer: 6.27
derivation: (8.31-7.82)/7.82
scale: percent
Questions and answers about page 1 of the financial report microchip-technology-inc_2019.pdf:

question: Which years does the table provide information for reclassifications of realized transactions out of AOCI are recorded on the consolidated statements of income?
answer: 2019
2018
2017
question: What were the Unrealized losses on available-for-sale securities in 2017?
answer: (1.5)
scale: million
question: What was the Amortization of actuarial loss in 2019?
answer: (1.0)
scale: million
question: What was the change in the Amortization of actuarial loss between 2018 and 2019?
answer: -0.2
derivation: -1.0-(-0.8)
scale: million
question: What was the change in the Unrealized losses on available-for-sale securities between 2017 and 2018?
answer: -13.7
derivation: -15.2-(-1.5)
scale: million
question: What was the percentage change in the Reclassification of realized transactions, net of taxes between 2018 and 2019?
answer: -58.75
derivation: (-6.6-(-16.0))/-16.0
scale: percent
Questions and answers about page 1 of the financial report sap-ag_2019.pdf:

question: What was the total compensation in 2019?
answer: 3,770
scale: thousand
question: What was the  Thereof committee remuneration  in 2018?
answer: 540
scale: thousand
question: In which years was the total annual compensation calculated in?
answer: 2019
2018
2017
question: In which year was the amount Thereof committee remuneration the largest?
answer: 2019
derivation: 553>540>528
question: What was the change in the amount Thereof committee remuneration in 2019 from 2018?
answer: 13
derivation: 553-540
scale: thousand
question: What was the percentage change in the amount Thereof committee remuneration in 2019 from 2018?
answer: 2.41
derivation: (553-540)/540
scale: percent
Questions and answers about page 1 of the financial report singapore-telecommunications-ltd_2019.pdf:

question: Which market does the information reflect for Airtel?
answer: India
question: What is the market position of AIS?
answer: #1
question: What is the % growth of mobile customers for AIS?
answer: 3.6%
question: Which associate had the best % growth in mobile customers?
answer: Globe
derivation: 32% > 3.6% > -2.9% > -13%
question: Which associate has the worst market position?
answer: Airtel
derivation: #2 is worse than #1.
question: Which associate had the biggest change in market share from 2018 to 2019?
answer: Globe
derivation: (56.6 - 52.1) % > (51.1 - 48.5) % > (28.0 - 25.7) % > (45.2 - 44.8) %
Questions and answers about page 1 of the financial report black-knight-financial-services-inc_2019.pdf:

question: What was the main reason for the increase in Operating Expenses?
answer: higher net personnel costs, technology-related costs and acquisition-related costs in our Software Solutions segment.
question: What was the primary reason for the decrease in Corporate and Other?
answer: lower incentive bonus expense
question: Which years does the table provide information for the company's operating expenses by segment?
answer: 2019
2018
question: What was the difference in the percent variance between Software Solutions and Data and Analytics?
answer: 2
derivation: 7-5
scale: percent
question: What was the average revenue from Corporate and Other between 2018 and 2019?
answer: 112.75
derivation: (109.9+115.6)/2
scale: million
question: What was the average  operating expenses between 2018 and 2019?
answer: 635.7
derivation: (646.0+625.4)/2
scale: million
Questions and answers about page 1 of the financial report systemax-inc_2019.pdf:

question: What is the maximum estimated future payouts under the 2019 NEO plan for Barry Litwin and Thomas Clark?
answer: 1,237,500
337,500
question: What is the maximum estimated future payouts under the 2019 NEO plan for Robert Dooley and Eric Lerner?
answer: 922,500
451,350
question: What is the maximum estimated future payouts under the 2019 NEO plan for Manoj Shetty and Lawrence Reinhold?
answer: 362,303
N/A
question: What is the difference between Manoj Shetty's estimated maximum and target payouts in the future under the 2019 NEO Plan?
answer: 120768
derivation: 362,303 - 241,535 
question: What is Eric Lerner's threshold estimated future payouts under the 2019 NEO plan as a percentage of Thomas Clark's threshold payouts?
answer: 133.8
derivation: 6,773/5,062 
scale: percent
question: What is the total target payout under the 2019 NEO Plan for the highest and lowest paying Named Executive Officer under the 2019 NEO Plan?
answer: 1338750
derivation: 1,113,750 + 225,000
Questions and answers about page 2 of the financial report microchip-technology-inc_2019.pdf:

question: What was the main reason given by the company for the significant changes in their financial statements noted in the table?
answer: the transition from sellthrough revenue recognition to sell-in revenue recognition as required by the New Revenue Standard
question: What was the effect of change in the net accounts receivable?
answer: 324.5
scale: million
question: What was the reported amount of inventories?
answer: 711.7
scale: million
question: What was the difference in reported amounts between net accounts receivable and inventories?
answer: 168.9
derivation: 880.6-711.7
scale: million
question: What was the difference in reported amount between other assets and other current assets?
answer: 79.8
derivation: 191.6-111.8
scale: million
question: What was the Long-term deferred tax liability as a ratio of Accrued liabilities?
answer: 89.69
derivation: 706.1/787.3
scale: percent
Questions and answers about page 1 of the financial report maxlinear-inc_2019.pdf:

question: What was the respective amount in 2019 and 2018 from Singapore?
answer: 63,556
71,945
scale: thousand
question: What was the respective amount in 2019 and 2018 from United States?
answer: $385,302
$426,321
scale: thousand
question: What was the percentage of total from Singapore in 2019?
answer: 14
scale: percent
question: What was the change in the United States amount from 2018 to 2019?
answer: -41019
derivation: 385,302 - 426,321
scale: thousand
question: What was the average amount from Singapore in 2018 and 2019?
answer: 67750.5
derivation: (63,556 + 71,945) / 2
scale: thousand
question: What was the average total amount in 2018 and 2019?
answer: 477763
derivation: (453,892 + 501,634) / 2
scale: thousand
Questions and answers about page 1 of the financial report verizon-communications-inc_2019.pdf:

question: How much did Cost of services increase in 2019?
answer: $549 million
question: What is the total operating expenses in 2019?
answer: $ 62,095
scale: million
question: How much did Cost of wireless equipment decrease in 2019?
answer: $544 million
question: What is the change in Cost of services from 2018 to 2019?
answer: 549
derivation: 15,884-15,335
scale: million
question: What is the change in Cost of wireless equipment from 2018 to 2019?
answer: -544
derivation: 18,219-18,763
scale: million
question: What is the change in Total Operating Expenses from 2018 to 2019?
answer: 344
derivation: 62,095-61,751
scale: million
Questions and answers about page 1 of the financial report netapp-inc_2019.pdf:

question: What type of cost and value information does the table provide about the contractual maturities of our debt investments as of April 26, 2019?
answer: Amortized Cost
Fair Value
question: What was the amortized cost Due after one year through five years?
answer: 644
scale: million
question: What was the total fair value debt?
answer: 1,683
scale: million
question: What was the amortized cost that was due in one year or less as a ratio of the fair value for the same period?
answer: 100.34
derivation: 591/589
scale: percent
question: What was the difference between the amortized cost and fair value that was due after five years through ten years?
answer: 3
derivation: 455-452
scale: million
question: What was the difference in the total amortized cost and fair value?
answer: 7
derivation: 1,690-1,683
scale: million
Questions and answers about page 2 of the financial report unilever-plc_2019.pdf:

question: What is the increase in the Fixed Pay approved by the committee?
answer: The Committee has approved Fixed Pay increases of 4% for the CEO and 3% for the CFO, effective from 1 January 2020.
question: Who were these increases awarded to?
answer: These increases were awarded to recognise the strong leadership of both individuals in 2019, which was Alan Jope’s first year in the CEO role and a year of transformation for Unilever generally. We also wanted to recognise Graeme Pitkethly’s seniority in his role, coming into his 5th year as CFO.
question: What was the Fixed Pay percentage when CEO Alan Jope joined?
answer: 14%
question: What is the increase / (decrease) in Fixed Pay for Alan Jope CEO from 2019 to 2020?
answer: -58
derivation: 1,450 - 1,508
scale: million
question: What is the percentage difference between the Fixed pay of CEO and CFO in 2020?
answer: 32.75
derivation: 1,508 / 1,136 - 1
scale: percent
question: What is the difference in the target total pay between CEO and CFO in 2020?
answer: 2174
derivation: 6,043 - 3,869
scale: million
Questions and answers about page 1 of the financial report united-micro-electronics-corp_2019.pdf:

question: What accounting practices is used by the company in equity accounting?
answer: international accounting practices
question: What was the price quotation for investments as of 31 December 2018?
answer: NT$1,733 million
question: What was the fair value for investments as of 31 December 2018 ?
answer: NT$1,621 million
question: What is the average amount of investments of listed companies in 2018?
answer: 866387
derivation: (249,663+1,483,111) / 2
scale: thousand
question: What is the average amount of investments of listed companies in 2019?
answer: 874771.5
derivation: (276,515+1,473,028) / 2
scale: thousand
question: What is the average Percentage of ownership or voting rights of listed companies in 2019?
answer: 17.84
derivation: (21.9+13.78) / 2
scale: percent
Questions and answers about page 2 of the financial report microsoft-corporation_2019.pdf:

question: How do these non-GAAP measures aid investors?
answer: We believe these non-GAAP measures aid investors by providing additional insight into our operational performance and help clarify trends affecting our business.
question: Why does management consider non-GAAP measures in conjunction with GAAP financial results?
answer: management considers non-GAAP measures in conjunction with GAAP financial results in evaluating business performance.
question: Which non-GAAP measures exclude the net tax impact of transfer of intangible properties, the net tax impact of the TCJA and restructuring expenses?
answer: Non-GAAP operating income, net income, and diluted EPS are non-GAAP financial measures which exclude the net tax impact of transfer of intangible properties, the net tax impact of the TCJA, and restructuring expenses.
question: What was the average operating income for the 3 year period from 2017 to 2019?
answer: 35680.67
derivation: (42,959 + 35,058+29,025)/(2019-2017+1)
scale: million
question: What is the average non-GAAP net income for the 3 year period from 2017 to 2019?
answer: 30943
derivation: (36,830+30,267+25,732)/(2019-2017+1)
scale: million
question: What is the percentage change in operating income from 2017 to 2019?
answer: 48.01
derivation: (42,959-29,025)/29,025
scale: percent
Questions and answers about page 1 of the financial report a10-networks-inc_2019.pdf:

question: What type of data is shown in the table?
answer: Selected quarterly financial data for 2019 and 2018
question: What is the revenue earned in the first quarter of 2019?
answer: $50,290
scale: thousand
question: What is the revenue earned in the second quarter of 2019?
answer: $49,189
scale: thousand
question: What is the change in revenue between the first and second quarters of 2019?
answer: 2.24
derivation: ($50,290 - $49,189)/$49,189 
scale: percent
question: What is the change in gross profit between the second and third quarter of 2018?
answer: 0.08
derivation: ($47,526 - $47,488)/$47,488 
scale: percent
question: What is the difference in revenue between December 31,2018 to December 31,2019?
answer: -1509
derivation: $60,316-$61,825
scale: thousand
Questions and answers about page 1 of the financial report inpixon_2019.pdf:

question: What was the weighted average remaining amortization period for the Company’s software development costs?
answer: 1.61 years
question: What was the net software development costs in 2019?
answer: 1,544
scale: thousand
question: What was the Capitalized software development costs in 2019?
answer: $6,029
scale: thousand
question: In which year was Capitalized software development costs less than 6,000 thousands?
answer: 2018
derivation: locate and analyze Capitalized software development costs in row 3
question: What was the average Software development costs, net for 2018 and 2019?
answer: 1617
derivation: (1,544 + 1,690) / 2
scale: thousand
question: What was the change in Accumulated amortization from 2018 to 2019?
answer: -1073
derivation: -4,485 - (-3,412)
scale: thousand
Questions and answers about page 2 of the financial report gaslog-ltd_2019.pdf:

question: In which years was the total net pool performance recorded for?
answer: 2018
2019
question: What accounted for the decrease in net pool allocation?
answer: The decrease in net pool allocation was attributable to the movement in the adjustment of the net pool results generated by the GasLog vessels in accordance with the pool distribution formula for the total fleet of the pool, as well as GasLog’s vessels exiting the Cool Pool in June and July 2019
question: What accounted for the increase in voyage expenses and commissions?
answer: Mainly attributable to an increase of $3.4 million in bunkers and voyage expenses consumed during certain unchartered and off-hire periods for the vessels trading in the spot market.
question: Which year was the pool gross revenues higher?
answer: 2018
derivation: 102,253 > 45,253
question: What is the change in pool gross revenues from 2018 to 2019?
answer: -57000
derivation: 45,253 - 102,253 
scale: thousand
question: What is the percentage change in total net pool performance from 2018 to 2019?
answer: -70.07
derivation: (32,903 - 109,917)/109,917 
scale: percent
Questions and answers about page 1 of the financial report pegasystems-inc_2019.pdf:

question: Where are investments in privately-held companies classified under?
answer: Included in other long-term assets
question: What are the respective Level 1 and Level 2 cash equivalents as at December 31, 2018?
answer: $10,155
$10,000
question: What are the respective Level 2 municipal and corporate bonds as at December 31, 2018?
answer: $44,705
$48,296
question: What is the value of Level 1 cash equivalents as a percentage of the total cash equivalents?
answer: 50.38
derivation: 10,155/20,155 
scale: percent
question: What is the value of Level 2 municipal bonds as a percentage of the total municipal bonds?
answer: 100
derivation: 44,705/44,705 
scale: percent
question: What is the value of municipal bonds as a percentage of the total marketable securities?
answer: 48.07
derivation: 44,705/93,001 
scale: percent
Questions and answers about page 1 of the financial report metro-ag_2019.pdf:

question: What are the changes in parameter based on?
answer: on the basis of actuarial calculations
question: What did the changes in parameters on the basis of actuarial calculations lead to?
answer: a total increase in the present value of defined benefit obligations by €247 million (2017/18: €−24 million). Most of the effects result from the reduction of the applied invoice rates.
question: The weighted average term of defined benefit commitments for which countries is provided?
answer: Germany
Netherlands
United Kingdom
Belgium
Other countries
question: In which year was the amount in Belgium larger?
answer: 2019
derivation: 6>4
question: What was the change in the amount for Belgium in  FY2019 from FY2018?
answer: 2
derivation: 6-4
question: What was the percentage change in the amount for Belgium in  FY2019 from FY2018?
answer: 50
derivation: (6-4)/4
scale: percent