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

question: How is inventories, including wireless devices and merchandise for resale measured?
answer: We measure inventories, including wireless devices and merchandise for resale, at the lower of cost (determined on a weighted average cost basis for Wireless devices and accessories and a first-in, first-out basis for other finished goods and merchandise) and net realizable value.
question: How is lower of cost determined?
answer: determined on a weighted average cost basis for Wireless devices and accessories and a first-in, first-out basis for other finished goods and merchandise
question: What is included in the Cost of equipment sales and merchandise for resale?
answer: Cost of equipment sales and merchandise for resale includes $2,496 million of inventory costs for 2019 (2018 – $2,515 million).
question: What is the increase/ (decrease) in Wireless devices and accessories from 2018 to 2019?
answer: -19
derivation: 380-399
scale: million
question: What is the increase/ (decrease) in Other finished goods and merchandise from 2018 to 2019?
answer: 13
derivation: 80-67
scale: million
question: What is the increase/ (decrease) in Total inventories from 2018 to 2019?
answer: -6
derivation: 460-466
scale: million
Questions and answers about page 1 of the financial report consolidated-communications-holdings-inc_2019.pdf:

question: What are the various non-GAAP measures used for?
answer: to evaluate operating performance and to facilitate the comparison of our historical results and trends
question: What is the Net income (loss) for 2019?
answer: $ (20.0)
scale: million
question: What is EBITDA?
answer: EBITDA is defined as net earnings before interest expense, income taxes, and depreciation and amortization.
question: What is the increase/ (decrease) in Net income (loss) from 2018 to 2019?
answer: 30.5
derivation: (-20.0)-(-50.5)
scale: million
question: What is the increase/ (decrease) in Interest expense, net of interest income from 2018 to 2019?
answer: 2.2
derivation: 136.7-134.5
scale: million
question: What is the increase/ (decrease) in Income tax expense (benefit) from 2018 to 2019?
answer: 20.4
derivation: -3.7-(-24.1)
scale: million
Questions and answers about page 1 of the financial report cornerstone-ondemand-inc_2019.pdf:

question: Why did subscription revenue increase by $76.3 million between 2018 and 2017?
answer: The increase was attributable to new business, which included new customers, upsells, and renewals from existing customers.
question: What was subscription revenue in 2019?
answer: $542,968
scale: thousand
question: What was Total Revenue in 2019?
answer: $576,523
scale: thousand
question: What was the change in Subscription Revenue between 2018 and 2019?
answer: 69916
derivation: ($542,968-$473,052)
scale: thousand
question: What was the change in Professional services revenue between 2018 and 2019?
answer: -31284
derivation: ($33,555-$64,839)
scale: thousand
question: What is the change in Total Revenue between 2017 and 2018 as a percentage?
answer: 11.6
derivation: ($537,891-$481,985)/$481,985
scale: percent
Questions and answers about page 1 of the financial report extreme-networks-inc_2019.pdf:

question: Which years does the table provide information for Income before income taxes?
answer: 2019
2018
2017
question: What was the domestic income before income taxes in 2019?
answer: 22,330
scale: thousand
question: What was the total income in 2017?
answer: 2,596
scale: thousand
question: How many years did Foreign income exceed $5,000 thousand?
answer: 2
derivation: 2018##2017
question: What was the change in domestic income between 2017 and 2018?
answer: -47969
derivation: -55,197-(-7,228)
scale: thousand
question: What was the percentage change in the total income between 2018 and 2019?
answer: -44.53
derivation: (-25,874+46,647)/-46,647
scale: percent
Questions and answers about page 1 of the financial report cogeco-inc_2019.pdf:

question: What was the increase in cash flow from operating activities in 2019?
answer: 39.9%
question: In 2019, what was the decrease in cash flow from investing activities?
answer: 78.5%
question: What was the percentage change in Cash and cash equivalents, beginning of the year from 2018 to 2019?
answer: (59.9)
scale: percent
question: What was the increase / (decrease) in the Cash flow from operating activities from 2018 to 2019?
answer: 247963
derivation: 868,711 - 620,748
scale: thousand
question: What was the average Cash flow from investing activities between 2018 and 2019?
answer: -1331372
derivation: -(471,078 + 2,191,666) / 2
scale: thousand
question: What was the increase / (decrease) in the Net change in cash and cash equivalent from discontinued operations from 2018 to 2019?
answer: 717474
derivation: 733,807 - 16,333
scale: thousand
Questions and answers about page 2 of the financial report united-micro-electronics-corp_2019.pdf:

question: In which year were the 65-nanometer technology introduced by the company?
answer: 2011
question: What was the contribution of the 28nm and below technologies in 2019?
answer: 11.3%
question: What was the percentage of 14 nanometers and under in 2017?
answer: 0.9
scale: percent
question: What is the increase / (decrease) in 28 nanometers from 2018 to 2019?
answer: -1.3
derivation: 11.3% - 12.6%
scale: percent
question: What was the average of 40 nanometers?
answer: 25.6
derivation: (28.4% + 25.3% + 23.1%) / 3
scale: percent
question: What percentage of total was 90 nanometers in 2019?
answer: 13.6
derivation: 13.6% / 100%
scale: percent
Questions and answers about page 1 of the financial report tata-consultancy-services-ltd_2019.pdf:

question: What does the table show?
answer: Expenditure incurred in the R&D centers and innovation centers during FY 2019 and FY 2018
question: What body certifies the R&D centers?
answer: Department of Scientific & Industrial Research (DSIR)
question: Where do the R&D centers operate in India?
answer: Pune, Chennai, Bengaluru, Delhi- NCR, Hyderabad, Kolkata and Mumbai
question: What is the change in consolidated total R&D expenditure from FY 2018 to FY 2019?
answer: 10
derivation: 308 - 298
question: What is the change in consolidated Capital Expenditure on R&D and innovation between FY 2018 and FY 2019?
answer: 2
derivation: 2 - 0
question: What is the percentage change for consolidated Innovation center expenditure between FY 2018 and FY 2019?
answer: 12.48
derivation: (1,352-1,202)/1,202
scale: percent
Questions and answers about page 1 of the financial report clearfield-inc_2019.pdf:

question: What is the approximate legal, professional, and other costs incurred?
answer: $106,000
question: What is the net income per basic share for pro forma year ended September 30, 2018?
answer: 0.36
question: What is the remaining weighted-average useful life of intangible assets acquired?
answer: 12.5 years as of the acquisition date
question: What is the percentage change in net sales from 2017 to 2018?
answer: -9.72
derivation: (80,958,789-89,672,074)/89,672,074
scale: percent
question: What is the percentage change in the income from operations from 2017 to 2018?
answer: -32.05
derivation: (5,554,766-8,174,841)/8,174,841
scale: percent
question: What is the difference between the net income per share between basic and diluted shares in 2018?
answer: 0
derivation: 0.36-0.36
Questions and answers about page 1 of the financial report shopify-inc_2019.pdf:

question: What are the 4 assumptions shown in the table?
answer: Expected volatility
Risk-free interest rate
Dividend yield
Average expected life
question: What assumptions does the Black-Scholes option valuation model comprise of?
answer: Fair Value of Common Stock
Expected Term
Expected Volatility
Risk-Free Interest Rate
Expected Dividend
question: What is the expected volatility as at December 31, 2019?
answer: 50.7%
question: What is the average expected volatility for 2018 and 2019?
answer: 52.45
derivation: (50.7+54.2)/2
scale: percent
question: What is the average risk-free interest rate for 2018 and 2019?
answer: 2.49
derivation: (2.25+2.72)/2
scale: percent
question: Between 2018 and 2019 year end, which year had lower expected volatility?
answer: 2019
derivation: 50.7<54.2
Questions and answers about page 1 of the financial report spirent-communications-plc_2019.pdf:

question: What does the Group's deferred income balances relate to?
answer: relate solely to revenue from contracts with customers
question: What is the total amount of deferred income in 2019?
answer: 66.8
scale: million
question: What are the types of deferred income in the table?
answer: Current
Non-current
question: In which year was the deferred income larger?
answer: 2018
derivation: 69.6>66.8
question: What was the change in Current deferred income?
answer: -2
derivation: 53.2-55.2
scale: million
question: What was the percentage change in Current deferred income?
answer: -3.62
derivation: (53.2-55.2)/55.2
scale: percent
Questions and answers about page 1 of the financial report agilysys-inc_2019.pdf:

question: What was the cash flow from operating activities in fiscal 2019?
answer: $7.2 million
question: What was Net cash provided by (used in) operating activities in 2017?
answer: $3,433
scale: thousand
question: What was the cash provision in 2017?
answer: $6.4 million
question: What was the increase / (decrease) in operating activities from 2018 to 2019?
answer: 367
derivation: 7,241 - 6,874
scale: thousand
question: What was the average investing activities for 2018 and 2019?
answer: -10309.5
derivation: -(5,534 + 15,085) / 2
scale: thousand
question: What was the average financing activities for 2018 and 2019?
answer: -1031
derivation: -(767 + 1,295) / 2
scale: thousand
Questions and answers about page 1 of the financial report ringcentral_2019.pdf:

question: What are the respective number of convertible senior notes in 2017 and 2018?
answer: 0
79
scale: thousand
question: What are the respective number of convertible senior notes in 2018 and 2019?
answer: 79
1,905
scale: thousand
question: What are the respective number of shares of common stock issuable under equity incentive plans outstanding in 2018 and 2019?
answer: 8,943
6,832
scale: thousand
question: What is the average number of convertible senior notes between 2017 and 2019?
answer: 661.33
derivation: ( 0 + 79 + 1,905)/3 
scale: thousand
question: What is the total number of shares of common stock issuable under equity incentive plans outstanding between 2017 to 2019?
answer: 26581
derivation: 10,806 + 8,943 + 6,832 
scale: thousand
question: What is the average number of potential common shares excluded from diluted net loss per share between 2017 and 2019?
answer: 9521.67
derivation: (10,806 + 9,022 + 8,737)/3 
scale: thousand
Questions and answers about page 1 of the financial report sealed-air-corporation_2019.pdf:

question: What does the table show?
answer: details our restructuring activities as reflected in the Consolidated Statements of Operations for the years ended December 31, 2019, 2018 and 2017
question: What is the year with Charges included in discontinued operations?
answer: 2017
question: What is the Total charges for Year 2019?
answer: 102.2
scale: million
question: If the other associated cost related to sharebased compensation expense was included, what is the other associated costs for 2018?
answer: 15.8
derivation: 13.9+1.9
scale: million
question: What is the Restructuring charges for 2019 expressed as a percentage of Total charges for the year?
answer: 41
derivation: 41.9/102.2
scale: percent
question: What is the average Total charges for the 3 years?
answer: 64.23
derivation: (102.2+61.7+28.8)/3
scale: million
Questions and answers about page 1 of the financial report bce-inc_2019.pdf:

question: What was the average rate used to calculate capitalized interest in 2018?
answer: 3.88%
question: What does the average rate used to calculate capitalized interest represent?
answer: the weighted average interest rate on our outstanding long-term debt
question: What is the amount of capitalized interest in 2018?
answer: 51
scale: million
question: What is the change in capitalized interest in 2019?
answer: -6
derivation: 45-51
scale: million
question: What is the percentage change in capitalized interest in 2019?
answer: -11.76
derivation: (45-51)/51
scale: percent
question: What is the total amount of capitalized interest in 2018 and 2019?
answer: 96
derivation: 45+51
scale: million
Questions and answers about page 1 of the financial report singapore-telecommunications-ltd_2019.pdf:

question: Which financial reporting standards is this prepared based on?
answer: Singapore Financial Reporting Standards (International)
question: What is BTL's losses mainly comprised of?
answer: interest charges on its borrowings
question: Which associate's results was disclosed to be part of the line item "Other associates"?
answer: Singapore Post Limited
question: Which associate contributed the most significant amount to Singtel's group share of associates' post-tax profits for 2019?
answer: Telkomsel
derivation: S$843 million is the highest
question: What is the impact of tax on the group share of associates' profits in 2018, in terms of % change?
answer: -25.92
derivation: (1,823 - 2,461)/2,461 
scale: percent
question: Was the change in group share of associates' profits from 2018 to 2019 more significant pre-tax or post-tax?
answer: Pre-tax
derivation: | -37.6% | > | - 24.1% |
Questions and answers about page 1 of the financial report tencent_2019.pdf:

question: What was the percentage increase in cost of VAS revenues between the fourth quarter of 2018 and 2019?
answer: 28%
question: What was the percentage increase in cost of FinTech and Business Services revenue between the fourth quarter of 2018 and 2019?
answer: 32%
question: What was the percentage change in cost of Online Advertising revenue between the fourth quarter of 2018 and 2019?
answer: 14%
question: What is the change in costs of VAS revenue between the fourth quarter of 2018 and 2019?
answer: 5790
derivation: 26,120-20,330
scale: million
question: What is the change in costs of FinTech and Business Services revenue between the fourth quarter of 2018 and 2019?
answer: 5210
derivation: 21,520-16,310
scale: million
question: What is the change in costs of Online Advertising revenue between the fourth quarter of 2018 and 2019?
answer: 1559
derivation: 10,800-9,241
scale: million
Questions and answers about page 1 of the financial report cogent-communications-group-inc_2019.pdf:

question: What are the respective operating accruals in 2018 and 2019?
answer: $24,020
$23,695
scale: thousand
question: What are the respective current portion of deferred revenue in 2018 and 2019?
answer: 4,504
4,316
scale: thousand
question: What are the respective payroll and benefits in 2018 and 2019?
answer: 7,695
6,613
scale: thousand
question: What is the total operating accruals in 2018 and 2019?
answer: 47715
derivation: ($24,020 + $23,695) 
scale: thousand
question: What is the average current portion of deferred revenue in 2018 and 2019?
answer: 4410
derivation: (4,504 + 4,316)/2 
scale: thousand
question: What is the percentage change in the payroll and benefits in 2018 and 2019?
answer: -14.06
derivation: (6,613 - 7,695)/7,695 
scale: percent
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: What did Key Management comprise of?
answer: comprised the members of the OLT and the Non-Executive Directors (2018: OLT and the Non-Executive Directors).
question: What was the total amount of key management compensation in 2019?
answer: 9.0
scale: million
question: What are the types of key management compensation in the table?
answer: Short-term employee benefits
Share-based payments
Termination benefits
Pension contributions
question: In which year was Share-based payments larger?
answer: 2019
derivation: 3.5>2.6
question: What was the change in the total compensation in 2019 from 2018?
answer: 1.2
derivation: 9.0-7.8
scale: million
question: What was the percentage change in the total compensation in 2019 from 2018?
answer: 15.38
derivation: (9.0-7.8)/7.8
scale: percent
Questions and answers about page 1 of the financial report aci-worldwide-inc_2019.pdf:

question: How much was the valuation allowance recorded by the company on its deferred tax asset related to U.S. foreign tax credits in 2018?
answer: $15.5 million
scale: million
question: What was the income from United States in 2019?
answer: -16,317
scale: thousand
question: What was the income from Foreign countries in 2019?
answer: 88,527
scale: thousand
question: What is the change in income from Foreign countries between 2018 and 2019?
answer: 13040
derivation: 88,527-75,487
scale: thousand
question: What is the percentage change in income from Foreign countries between 2018 and 2019?
answer: 17.27
derivation: (88,527-75,487)/75,487
scale: percent
question: What is the change in total income from 2017 to 2018?
answer: 48227
derivation: $91,799-$43,572
scale: thousand
Questions and answers about page 1 of the financial report godaddy-inc_2019.pdf:

question: What is the total bookings for each financial year listed, in chronological order?
answer: $1,914.2
$2,155.5
$2,618.2
$3,011.5
$3,401.2
scale: million
question: What is the total number of customers at each listed period end, in chronological order?
answer: 13,774
14,740
17,339
18,518
19,274
scale: thousand
question: Which financial years are listed in the table? (in chronological order)
answer: 2015
2016
2017
2018
2019
question: What is the average total bookings for 2018 and 2019?
answer: 3206.35
derivation: (3,401.2+3,011.5)/2
scale: million
question: What is the average total bookings for 2017 and 2018?
answer: 2814.85
derivation: (3,011.5+2,618.2)/2
scale: million
question: What is the change in the average total bookings between 2017-2018, and 2018-2019?
answer: 391.5
derivation: [(3,401.2+3,011.5)/2] - [(3,011.5+2,618.2)/2]
scale: million
Questions and answers about page 1 of the financial report avalara_2019.pdf:

question: What are the 2017 and 2018 total revenue respectively?
answer: $272,098
$213,159
scale: million
question: What are the increase in revenue from subscription and returns as well as from professional service between 2017 and 2018?
answer: $54.1
$4.8
scale: million
question: What is the increase in total revenue attributed to?
answer: increased demand for our products and services from both new and existing customers.
question: What is the total revenue earned in both 2017 and 2018?
answer: 485257
derivation: 272,098 + 213,159 
scale: thousand
question: What is the value of revenue from subscription and returns as a percentage of the 2018 total revenue?
answer: 93.37
derivation: 254,056/272,098 
scale: percent
question: What is the value of revenue from professional services as a percentage of the 2018 total revenue?
answer: 6.63
derivation: 18,042/272,098 
scale: percent
Questions and answers about page 1 of the financial report conagra-brands-inc_2019.pdf:

question: What do non-amortizing intangible assets comprise of?
answer: brands and trademarks
question: What was the impairment charges for Grocery & Snacks  during fiscal 2019?
answer: $76.5 million
question: What was the accumulated amortization of fiscal years 2018 and 2019, respectively? 
answer: $212.1
$260.8
scale: million
question: What is the ratio of amortization expense to accumulated amortization in the fiscal year 2019?
answer: 0.19
derivation: 49.1/260.8 
question: What is the percentage change in the total gross carrying amount of intangible assets from 2018 to 2019?
answer: 229.27
derivation: (4,922.2-1,494.9)/1,494.9 
scale: percent
question: What is the proportion of gross carrying amount of  Non-amortizing intangible assets over the total gross carrying amount of intangible assets in 2018?
answer: 0.61
derivation: 918.3/1,494.9
Questions and answers about page 1 of the financial report advanced-energy_2019.pdf:

question: What does the company's debt obligations consist of?
answer: principal and interest repayments due on our Credit Facility based on current interest rates.
question: What was the total purchase obligations?
answer: 192,981
scale: thousand
question: What was the total debt obligations?
answer: $341,250
scale: thousand
question: What was the difference between total debt obligations and purchase obligations?
answer: 148269
derivation: $341,250-192,981
scale: thousand
question: What was the difference between total operating lease obligations and total purchase obligations?
answer: 40203
derivation: 192,981-152,778
scale: thousand
question: What was income tax obligations as a percentage of the total Contractual Obligations ?
answer: 1.29
derivation: 11,724/$909,118
scale: percent
Questions and answers about page 2 of the financial report jack-henry-associates-inc_2019.pdf:

question: Which 3 levels are shown in the table?
answer: Level 1
Level 2
Level 3
question: What is the total fair value of money market funds as at June 30, 2019
answer: $81,945
question: What is the total fair value of money market funds as at June 30, 2018?
answer: $14,918
question: Between 2018 and 2019 year end, which year has a higher total fair value of money market funds?
answer: 2019
derivation: $81,945>$14,918
question: What is the average total fair value of long-lived assets held for sale for 2018 and 2019?
answer: 1300
derivation: (1,300+1,300)/2
question: What is the change in total fair value of long-lived assets held for sale between 2018 and 2019?
answer: 0
derivation: 1,300-1,300
Questions and answers about page 1 of the financial report tata-consultancy-services-ltd_2019.pdf:

question: What is the Sitting Fees for attending board/ committee meetings for Aman Mehta?
answer: 4.80
question: What is the Sitting Fees for attending board/ committee meetings for V Thyagarajan?
answer: 3.00
question: What is the Sitting Fees for attending board/ committee meetings for O P Bhatt?
answer: 7.50
question: What is the amount of total commission as a percentage of the Ceiling as per Section 198 of the Companies Act?
answer: 2.99
derivation: 1,210.00/40,434.81 
scale: percent
question: Which independent director had the highest commission amount?
answer: Aman Mehta
derivation: Analyse COL4 and find the corresponding independent director
question: What is the amount of total Sitting Fees as a percentage of Total Managerial Remuneration?
answer: 2.7
derivation: 33.60/1,243.60 
scale: percent
Questions and answers about page 1 of the financial report cornerstone-ondemand-inc_2019.pdf:

question: What was revenue growth rate in 2019?
answer: 7.2%
question: What was constant currency revenue in 2019?
answer: $583,600
scale: thousand
question: What was Revenue in 2017?
answer: $481,985
scale: thousand
question: What was the change in Revenue between 2017 and 2018?
answer: 55906
derivation: ($537,891-$481,985)
scale: thousand
question: What was the change in Constant currency revenue between 2018 and 2019?
answer: 51000
derivation: ($583,600-$532,600)
scale: thousand
question: What is the change in revenue growth between 2019 and 2018?
answer: -4.4
derivation: (7.2%-11.6%)
scale: percent
Questions and answers about page 1 of the financial report luna-innovations-incorporated_2019.pdf:

question: What are the two reportable segments of operations?
answer: Products and Licensing and Technology Development.
question: What is the change in Products and Licensing revenue between December 31, 2018 and 2019?
answer: 22541352
derivation: 44,491,041-21,949,689
question: What is the average Products and Licensing revenue for December 31, 2018 and 2019?
answer: 33220365
derivation: (44,491,041+21,949,689) / 2
question: In which year was Products and Licensing revenue less than 25,000,000?
answer: 2018
derivation: locate and analyze Products and Licensing revenue in row 3
question: What was the Technology Development revenue in 2019 and 2018 respectively?
answer: 26,024,674
20,967,556
question: What was the Products and Licensing revenue in 2019 and 2018 respectively?
answer: $44,491,041
$21,949,689