next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report a10-networks-inc_2019.pdf:

question: What is the company's main cost of revenue?
answer: Products
Services
question: What is the company's total cost of revenue in 2019?
answer: $48,881
question: What does the cost of products revenue comprise of?
answer: cost of third-party manufacturing services and cost of inventory for the hardware component
question: What is the change in total cost of revenue between 2019 and 2018?
answer: -5.81
derivation: (48,881-51,896)/51,896
scale: percent
question: What is the total cost of revenue in both 2019 and 2018?
answer: 100777
derivation: ($48,881+$51,896)
scale: thousand
question: What is the proportion of products as a percentage of the total cost of revenue in 2019?
answer: 61
derivation: $29,816/$48,881
scale: percent
Questions and answers about page 1 of the financial report microchip-technology-inc_2019.pdf:

question: What was the Net decrease in cash and cash equivalents in 2019?
answer: (472.7)
scale: million
question: What was the Cash and cash equivalents, and restricted cash at beginning of period in 2018?
answer: 908.7
scale: million
question: Which years does the table provide information for Cash and cash equivalents, and restricted cash at end of period?
answer: 2019
2018
2017
question: What was the change in Cash and cash equivalents, and restricted cash at beginning of period between 2017 and 2018?
answer: -1184
derivation: 908.7-2,092.7
scale: million
question: How many years did Cash and cash equivalents, and restricted cash at beginning of period exceed $1,000 million?
answer: 1
derivation: 2017
question: What was the percentage change in Cash and cash equivalents, and restricted cash at end of period between 2018 and 2019?
answer: -52.45
derivation: (428.6-901.3)/901.3
scale: percent
Questions and answers about page 1 of the financial report cts-corporation_2019.pdf:

question: Why did Interest expense decrease in the year ended December 31, 2018, versus the same period in 2017?
answer: primarily due to lower debt balances, a reduction in interest related to interest rate swaps, and a one-time charge related to a liability that was settled in 2017.
question: What was the interest expense in 2018?
answer: (2,085)
scale: thousand
question: What was the Total other (expense) income, net in 2017?
answer: 1,758
scale: thousand
question: How many years did interest income exceed $1,500 thousand?
answer: 1
derivation: 2018
question: What was the change in interest expense between 2017 and 2018?
answer: 1258
derivation: -2,085-(-3,343)
scale: thousand
question: What was the percentage change in the net Total other (expense) income between 2017 and 2018?
answer: -266.95
derivation: (-2,935-1,758)/1,758
scale: percent
Questions and answers about page 1 of the financial report gaslog-ltd_2019.pdf:

question: In which years was the fair value of the derivative liabilities recorded for?
answer: 2018
2019
question: What was the fair value of cross currency swaps in 2018?
answer: 1,429
scale: thousand
question: What was the fair value of derivatives non-current liability in 2019?
answer: 41,837
scale: thousand
question: In which year was the fair value of forward foreign exchange contracts higher?
answer: 2018
derivation: 1,467 > 41
question: What was the change in fair value of interest rate swaps from 2018 to 2019?
answer: 40695
derivation: 49,891 - 9,196
scale: thousand
question:  What was the percentage change in total fair value of the derivative liabilities from 2018 to 2019?
answer: 312.93
derivation: (49,932 - 12,092)/12,092 
scale: percent
Questions and answers about page 1 of the financial report activision-blizzard-inc_2019.pdf:

question: What was the decrease in Blizzard in-game net bookings for 2019, as compared to 2018?
answer: $539
scale: million
question: What was the decrease in Blizzard net bookings for 2019, as compared to 2018?
answer: $572
scale: million
question: What was the in-game net bookings in 2018?
answer: $4,203
scale: million
question: What was the percentage change in net bookings between 2018 and 2019?
answer: -12.04
derivation: ($6,388-$7,262)/$7,262
scale: percent
question: What was the percentage change in in-game net bookings between 2018 and 2019?
answer: -19.91
derivation: ($3,366-$4,203)/$4,203
scale: percent
question: What was the sum of net bookings and in-game net bookings in 2019?
answer: 9754
derivation: ($6,388+$3,366)
scale: million
Questions and answers about page 1 of the financial report centurylink-inc_2019.pdf:

question: What happens if the shareholders fail to vote on an advisory basis in favor of the appointment?
answer: the Audit Committee will reconsider whether to retain KPMG, and may appoint that firm or another without resubmitting the matter to the shareholders
question: What do the audit-related fees include?
answer: the cost of preparing agreed upon procedures reports and providing general accounting consulting services
question: What services have their costs included within the audit fees?
answer: auditing our annual consolidated financial statements
auditing our internal control over financial reporting in accordance with Section 404 of the Sarbanes-Oxley Act of 2002
reviewing our quarterly financial statements
auditing the financial statements of several of our subsidiaries
reviewing our registration statements and issuing related comfort letters
statutory audits for certain of our foreign subsidiaries
consultations regarding accounting standards
question: How many services have their costs included within the audit fees?
answer: 7
derivation: auditing our annual consolidated financial statements##auditing our internal control over financial reporting in accordance with Section 404 of the Sarbanes-Oxley Act of 2002##reviewing our quarterly financial statements##auditing the financial statements of several of our subsidiaries##reviewing our registration statements and issuing related comfort letters##statutory audits for certain of our foreign subsidiaries##consultations regarding accounting standards
question: What is the change in Total Fees from 2018 to 2019?
answer: 472663
derivation:  $17,912,003 - $17,439,340 
question: What is the percentage change in audit-related fees in 2019?
answer: 43.81
derivation: ($153,203-$106,528)/$106,528
scale: percent
Questions and answers about page 1 of the financial report amcon-distributing-company_2019.pdf:

question: What are the respective values of the company's current federal tax in 2018 and 2019?
answer: $1,294,253
$1,139,927
question: What are the respective values of the company's current state tax in 2018 and 2019?
answer: 423,209
428,501
question: What are the respective values of the company's income tax expense in 2018 and 2019?
answer: $1,164,000
$1,609,000
question: What is the percentage change in the company's 2018 and 2019 income tax expense?
answer: 38.23
derivation: (1,609,000 - 1,164,000)/1,164,000  
scale: percent
question: What is the percentage change in the company's 2018 and 2019 current federal tax expense?
answer: -11.92
derivation: (1,139,927 - 1,294,253 )/1,294,253  
scale: percent
question: What is the company's average current state tax expense between 2018 and 2019?
answer: 425855
derivation: (428,501 + 423,209 )/2
Questions and answers about page 1 of the financial report cogent-communications-group-inc_2019.pdf:

question: What are the respective net operating loss carry-forwards in 2018 and 2019?
answer: $255,235
$255,269
scale: thousand
question: What are the respective tax credits in 2018 and 2019?
answer: 2,458
2,261
scale: thousand
question: What are the respective equity-based compensation in 2018 and 2019?
answer: 3,322
4,116
scale: thousand
question: What is the total net operating loss carry-forwards in 2018 and 2019?
answer: 510504
derivation: $255,235 + $255,269 
scale: thousand
question: What is the average tax credits in 2018 and 2019?
answer: 2359.5
derivation: (2,458 + 2,261)/2 
scale: thousand
question: What is the percentage change in equity-based compensation between 2018 and 2019?
answer: 23.9
derivation: (4,116 - 3,322)/3,322 
scale: percent
Questions and answers about page 1 of the financial report cincinnati-bell-inc_2019.pdf:

question: How many Executive Officers are there in the company as at 24 February 2020?
answer: 7
derivation: Leigh R Fox##Andrew R Kaiser##Christi H. Cornette##Thomas E. Simpson##Christopher J. Wilson##Joshua T. Duckworth##Suzanne E. Maratta
question: What is the average age of the executive officers of the company as at 24 February 2020?
answer: 48.71
derivation: (47 + 51 + 64 + 47 + 54 + 41 + 37)/7 
question: How often are the executive officers of the company elected?
answer: annually
question: How long is Leigh Fox's tenure with the company?
answer: 12
derivation: 2020-2008
question: Who is the company's Chief Financial Officer?
answer: Andrew R. Kaiser
question: Who is the Vice President of Treasury, Corporate Finance and Inventor Relations since October 2017?
answer: Joshua T. Duckworth
Questions and answers about page 1 of the financial report altium-limited_2019.pdf:

question: How are the deferred costs amortised?
answer: from the date of commercial release on a straight-line basis over the period of the expected benefit
question: How long is the period of expected benefit?
answer: varies from 2 to 10 years
question: What are the years included in the table?
answer: 2019
2018
question: What is the percentage change in the research and development costs incurred from 2018 to 2019?
answer: 3.85
derivation: (18,478-17,793)/17,793
scale: percent
question: What is the percentage change in the total expense relating to operating leases from 2018 to 2019?
answer: 20.6
derivation: (4,402-3,650)/3,650
scale: percent
question: What is the percentage change in the finance costs expensed from 2018 to 2019?
answer: 222.58
derivation: (200-62)/62
scale: percent
Questions and answers about page 1 of the financial report acacia-communications-inc_2019.pdf:

question: When did the company adopt ASC 606?
answer: January 1, 2018
question: What is the company's five step approach?
answer: (1) identify the contract with a customer, (2) identify the performance obligations in the contract, (3) determine the transaction price, (4) allocate the transaction price to the performance obligations in the contract and (5) recognize revenue when a performance obligation is satisfied.
question: What is excluded when calculating revenue?
answer: Taxes collected on behalf of customers relating to product sales and remitted to governmental authorities, principally sales taxes
question: What is the total deferred revenue at the end of the period?
answer: 7927
derivation: 4,483+3,444
scale: thousand
question: What is the ratio of current deferred revenue to non-current deferred revenue as of end of period?
answer: 1.3
derivation: 4,483/3,444
question: What is the total accounts receivables at end of period for year 2018 and 2019?
answer: 188779
derivation: $90,831+$97,948
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
2017
question: What was the sales of loans in 2017?
answer: 72,071
scale: thousand
question: What was the servicing fee in 2018?
answer: 2,321
scale: thousand
question: How many years did servicing fees exceed $3,000 thousand?
answer: 1
derivation: 2019
question: What was the change in the sales of loans between 2017 and 2018?
answer: 66955
derivation: 139,026-72,071
scale: thousand
question: What was the change in the servicing fee between 2018 and 2019?
answer: 68.07
derivation: (3,901-2,321)/2,321
scale: percent
Questions and answers about page 1 of the financial report first-solar-inc_2019.pdf:

question: What is the amount of unrealized losses from restricted investments at the end of 2018?
answer: unrealized losses of $6.4 million
question: What was the reason for the unrealized losses in 2018?
answer: The unrealized losses were primarily due to increases in interest rates relative to rates at the time of purchase.
question: What is the plan for the losing investments?
answer: we generally hold such securities until we recover our cost basis
question: What is the difference between the total fair value amount and total amortized amount at 2018? 
answer: 7979
derivation: 179,000-171,021 
scale: thousand
question: What percentage of the total unrealized gain is generated from U.S. government obligations in 2018?
answer: 2.84
derivation: 416/14,650 
scale: percent
question: What percentage of the total amortized cost is made up of foreign government obligations in 2018?
answer: 43.15
derivation: 73,798/171,021 
scale: percent
Questions and answers about page 1 of the financial report tencent_2019.pdf:

question: What were the investments disposed in year ended 31 December 2019 mainly engaged in?
answer: provision of Internet-related services
question: How much was invested into the retail company?
answer: approximately USD500 million
question: What business was the new investments and additional investments primary engaged in?
answer: social networks, Internet platform, technology and other Internet-related business
question: How much is the change in additions of financial assets between 2018 year end and 2019 year end?
answer: -16189
derivation: 44,618-60,807
scale: million
question: How much is the change in transfers between 2018 year end and 2019 year end?
answer: 77395
derivation: -1,421-(-78,816)
scale: million
question: How much is the change in disposals between 2018 year end and 2019 year end?
answer: -1859
derivation: -16,664-(-14,805)
scale: million
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: What financial items does operating free cash flow consist of?
answer: Taxation
Dividends received from associates and investments
Dividends paid to non-controlling shareholders in subsidiaries
Interest received and paid
question: What financial items does free cash flow (pre-spectrum) consist of?
answer: Licence and spectrum payments
Restructuring payments
question: How much is the 2019 free cash flow ?
answer: 4,411
scale: million
question: What is the 2019 average free cash flow?
answer: 4227.5
derivation: (4,411+4,044)/2
scale: million
question: What is the 2018 average free cash flow?
answer: 3680
derivation: (4,044+3,316)/2
scale: million
question: What is the change between 2018 and 2019 average free cash flow?
answer: 547.5
derivation: [(4,411+4,044)/2] -[(4,044+3,316)/2]
scale: million
Questions and answers about page 1 of the financial report cts-corporation_2019.pdf:

question: What was the net sales in the third quarter?
answer: 115,651
scale: thousand
question: What was the gross margin in the first quarter?
answer: 40,615
scale: thousand
question: What were the operating earnings in the fourth quarter?
answer: 12,391
scale: thousand
question: What was the change in the net sales between the third and fourth quarter?
answer: -611
derivation: 115,040-115,651
scale: thousand
question: How many quarters did the basic earnings per share exceed $0.30?
answer: 3
derivation: first##second##fourth
question: What was the percentage change in the operating earnings between the first and second quarter?
answer: 20.15
derivation: (17,083-14,218)/14,218
scale: percent
Questions and answers about page 1 of the financial report jabil-circuit-inc_2019.pdf:

question: What was the Net operating loss carry forward in 2019?
answer: $183,297
scale: thousand
question: What were the Receivables in 2018?
answer: 7,111
scale: thousand
question: What was the accrued expenses in 2019?
answer: 81,731
scale: thousand
question: How many components of deferred tax assets exceeded $50,000 thousand in 2019?
answer: 3
derivation: Net operating loss carry forward##Accrued expenses##Property, plant and equipment, principally due to differences in depreciation and amortization
question: What was the change in accrued expenses between 2018 and 2019?
answer: -181
derivation: 81,731-81,912
scale: thousand
question: What was the percentage change in Net deferred tax assets after accounting for liabilities between 2018 and 2019?
answer: -20.08
derivation: ($83,009-$103,867)/$103,867
scale: percent
Questions and answers about page 1 of the financial report jack-in-the-box-inc_2019.pdf:

question: Which market is the common stock traded at?
answer: NASDAQ Global Select Market
question: What symbol does the common stock adopt in the market?
answer: JACK
question: How many cash dividends were declared in fiscal 2018 and 2019?
answer: Four
question: What is the difference between the high and low price in September 29, 2019?
answer: 20.53
derivation: $91.30 - $70.77 
question: What is the percentage increase in the high price from July 7, 2019 to September 29, 2019?
answer: 3.94
derivation: (91.30-87.84)/87.84 
scale: percent
question: What is the difference in the low prices between September 30, 2018 and July 8, 2018?
answer: 2.64
derivation: $81.87 - $79.23
Questions and answers about page 1 of the financial report stmicroelectronics_2019.pdf:

question: Was there a material bad debt expense in 2019, 2018 and 2017?
answer: There was no material bad debt expense in 2019, 2018 and 2017.
question: Which is the largest customer of the company?
answer: Apple
question: How many million of trade accounts receivable were sold without recourse in 2019?
answer: $75 million
question: What is the average Trade accounts receivable?
answer: 1344
derivation: (1,396+1,292) / 2
question: What is the average Allowance for doubtful accounts?
answer: 15.5
derivation: (16+15) / 2
question: What is the increase/ (decrease) in Trade accounts receivable from 2018 to 2019?
answer: 104
derivation: 1,396-1,292
Questions and answers about page 1 of the financial report avx-corporation_2019.pdf:

question: What are the respective sales and purchases for 2017?
answer: 30,303
303,793
question: What are the respective sales and purchases for 2018?
answer: 26,069
256,660
question: What are the respective sales and purchases for 2019?
answer: 10,436
9,399
question: What is the value of Kyocera resale products as a percentage of AVX's total sales in 2019? 
answer: 181.59
derivation: 18,951/10,436 
scale: percent
question: What is the value of Kyocera resale products as a percentage of AVX's total sales in 2018? 
answer: 1136.66
derivation: 296,316/26,069 
scale: percent
question: What is the difference between the sales of Kyocera's resale products and sales in 2017? 
answer: 288625
derivation: 318,928 - 30,303
Questions and answers about page 1 of the financial report kemet-corporation_2019.pdf:

question: Why was the calculation for Other in 2018 adjusted?
answer: due to the adoption of ASC 606
question: What were the Medical and employee benefits in 2019?
answer: 35,298
scale: thousand
question: Which years does the table provide information for the components of deferred tax assets and liabilities?
answer: 2019
2018
question: What was the change in the total deferred tax assets between 2018 and 2019?
answer: 57553
derivation: 83,615-26,062
scale: thousand
question: How many years did Stock-based compensation exceed $2,000 thousand?
answer: 1
derivation: 2019
question: What was the percentage change in the Net deferred tax assets (liabilities) between 2018 and 2019?
answer: -4049.06
derivation: (48,218-(-1,221))/-1,221
scale: percent
Questions and answers about page 1 of the financial report Woolworths-Limited_2019.pdf:

question: What is total basic earnings per share (cents per share)  for 2019?
answer: 206.2
question: What is the definition of the term "Earnings per share" ?
answer: Earnings per share presents the amount of profit generated for the reporting period attributable to shareholders divided by the weighted average number of shares on issue.
question: What is the value of the total diluted earnings per share (cents per share) in 2018?
answer: 132.3
question: What is the average total basic earnings per share for both 2018 and 2019?
answer: 169.4
derivation: (206.2 + 132.6)/2 
question: What is the percentage constitution of continuing operations in diluted earnings per share in 2019?
answer: 55.44
derivation: 113.6/204.9 
scale: percent
question: What is the nominal difference for basic earnings per share (cents per share) between 2018 and 2019?
answer: 73.6
derivation: 206.2 - 132.6
Questions and answers about page 1 of the financial report sanderson-farms_2019.pdf:

question: What is the net income for fiscal years 2019 to 2017 respectively?
answer: $53,294
$61,431
$279,745
scale: thousand
question: What is the earnings per common basic share for fiscal years 2019 to 2017 respectively?
answer: $2.41
$2.70
$12.30
question: What is the earnings per common diluted share for fiscal years 2019 to 2017 respectively?
answer: $2.41
$2.70
$12.30
question: What is the average net income for fiscal years 2019 and 2018?
answer: 57362.5
derivation: (53,294+ 61,431)/2
scale: thousand
question: What is the change in net income between fiscal years 2019 and 2018?
answer: -8137
derivation: 53,294-61,431
scale: thousand
question: What is the percentage change in net income between fiscal years 2019 and 2018?
answer: -13.25
derivation: (53,294-61,431)/61,431
scale: percent
Questions and answers about page 1 of the financial report oracle-corporation_2019.pdf:

question: How much was the average interest expenses in 2018 and 2019 ?
answer: 2053.5
derivation: (2,082 + 2,025) / 2 
scale: million
question: What was the difference in interest expenses in 2019 and 2018?
answer: 57
derivation: 2,082 - 2,025 
scale: million
question: What was the total maturities and repayments of senior notes in fiscal 2019 and fiscal 2018?
answer: 8
derivation: 2+6 
scale: billion
question: Why did interest expense increase in fiscal 2019 compared to fiscal 2018?
answer: Interest expense increased in fiscal 2019 compared to fiscal 2018 primarily due to higher average borrowings resulting from our issuance of $10.0 billion of senior notes in November 2017, which was partially offset by a reduction in interest expense resulting primarily from the maturities and repayments of $2.0 billion of senior notes during fiscal 2019 and $6.0 billion of senior notes during fiscal 2018.
question: How much was the actual and constant percentage change in interest expense?
answer: 3%
3%
question: When was the financial year end?
answer: Year Ended May 31
Questions and answers about page 1 of the financial report tencent_2019.pdf:

question: How much exchange gains did the Group report for the year ended 31 December 2019?
answer: RMB77 million
question: What was the amount of USD denominated current monetary assets as at 31 December 2019?
answer: 27,728
scale: million
question: What was the amount of non-USD denominated current monetary assets as at 31 December 2019?
answer: 2,899
scale: million
question: What was the total USD denominated monetary assets as at 31 December 2019?
answer: 28101
derivation: 27,728+373
scale: million
question: What was the total non-USD denominated monetary liabilities as at 31 December 2019?
answer: 20471
derivation: 14,732+5,739
scale: million
question: What was the total USD denominated monetary assets as at 31 December 2018?
answer: 20683
derivation: 18,041+2,642
scale: million
Questions and answers about page 1 of the financial report cubic-corp_2019.pdf:

question: What is the company paid on a cost-plus type contract?
answer: our allowable incurred costs plus a profit which can be fixed or variable depending on the contract’s fee arrangement up to predetermined funding levels determined by the customer
question: What is the amount of total sales in 2019?
answer: $1,496.5
scale: million
question: What are the contract types?
answer: fixed-price type
cost-plus type
time-and-material type
question: In which year is the amount of total sales the largest?
answer: 2019
derivation: 1,496.5>1,202.9>1,107.7
question: What is the change in Other in 2019 from 2018?
answer: -12.6
derivation: 44.1-56.7
scale: million
question: What is the percentage change in Other in 2019 from 2018?
answer: -22.22
derivation: (44.1-56.7)/56.7
scale: percent