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

question: How were Potentially dilutive common shares from employee incentive plans determined?
answer: by applying the treasury stock method to the assumed exercise of outstanding stock options, the assumed vesting of outstanding restricted stock units, and the assumed issuance of common stock under the ESPP
question: Which years does the table provide information for the calculation of basic and diluted net loss per share?
answer: 2019
2018
2017
question: What was the net loss in 2019?
answer: (25,853)
scale: thousand
question: How many years did the basic and diluted Weighted-average shares used in per share calculation exceed 100,000 thousand?
answer: 3
derivation: 2019##2018##2017
question: What was the change in the net loss between 2018 and 2019?
answer: 20939
derivation: -25,853-(-46,792)
scale: thousand
question: What was the percentage change in the basic and diluted net loss per share between 2018 and 2019?
answer: -45
derivation: (-0.22+0.40)/-0.40
scale: percent
Questions and answers about page 1 of the financial report spirent-communications-plc_2019.pdf:

question: For adjusted operating costs, what was the amount of  Before exceptional items, acquisition related costs, acquired intangible asset amortisation and share-based payment in 2019?
answer: $4.3 million in total
question: What is the change in the total group adjusted operating costs?
answer: up $8.3 million
question: What are the different business segments considered in the operating costs?
answer: Networks & Security
Lifecycle Service Assurance
Connected Devices
Corporate
Product Development
Selling and Marketing
Administration
question: In which year was the amount of operating costs under Networks & Security larger?
answer: 2019
derivation: 158.4>148.9
question: What was the change in costs under Corporate?
answer: 1.4
derivation: 8.6-7.2
scale: million
question: What was the percentage change in costs under Corporate?
answer: 19.44
derivation: (8.6-7.2)/7.2
scale: percent
Questions and answers about page 1 of the financial report adtran-inc_2019.pdf:

question: What was the total revenue from Access & Aggregation in 2019?
answer: $348,874
scale: thousand
question: What was Subscriber Solutions & Experience formerly reported as?
answer: Customer Devices.
question: What was the total revenue from Traditional & other Products?
answer: 28,267
scale: thousand
question: What is the difference in the total revenue from Access & Aggregation and Traditional & Other Products?
answer: 320607
derivation: 348,874-28,267
scale: thousand
question: How many categories did total revenue exceed $100,000 thousand?
answer: 2
derivation: Access & Aggregation##Subscriber Solutions & Experience
question: What is the total revenue from Network Solutions as a percentage of total revenue from all segments?
answer: 85.88
derivation: 455,226/530,061
scale: percent
Questions and answers about page 1 of the financial report godaddy-inc_2019.pdf:

question: What are the 3 types of activities that cash flow comprises of?
answer: Operating
Investing
Financing
question: What is the net cash provided by operating activities for year ended 2019?
answer: $723.4
scale: million
question: What is the net cash provided by operating activities for year ended 2018?
answer: $559.8
scale: million
question: What is the average net cash provided by operating activities for 2018 and 2019?
answer: 641.6
derivation: (723.4+559.8)/2
scale: million
question: Between 2018 and 2019, which year has the highest Net increase in cash and cash equivalents?
answer: 2018
derivation: 349.7> 130.4
question: Which year has the highest Net cash provided by operating activities?
answer: 2019
derivation: 723.4> 559.8> 475.6
Questions and answers about page 1 of the financial report tencent_2019.pdf:

question: How much did the total non-current assets other than financial instruments as at 31 December 2019 amount to?
answer: RMB311,386 million
question: How much did the deferred tax assets located in Mainland China and other regions as at 31 December 2019 amount to?
answer: RMB136,338 million
question: How much is the operating assets in mainland china as at 31 December 2019?
answer: 345,721
scale: million
question: How much is the total operating assets as at 31 December 2019?
answer: 514435
derivation: 345,721+168,714
scale: million
question: How much is the difference between 2018 year end and 2019 year end europe investments?
answer: 7744
derivation: 37,451-29,707
scale: million
question: What is the difference between total operating assets and investments of 2018 year end and 2019 year end?
answer: 230465
derivation: 953,986-723,521
scale: million
Questions and answers about page 1 of the financial report jabil-circuit-inc_2019.pdf:

question: Which fiscal years does the table provide data of the dividends and share repurchases for?
answer: 2016
2017
2018
2019
question: What were the dividends paid in 2016?
answer: $62,436
scale: thousand
question: What were the share repurchases in 2017?
answer: $306,397
scale: thousand
question: How many fiscal years had dividends paid that exceeded $60,000 thousand?
answer: 1
derivation: 2016
question: What was the change in share repurchases between 2016 and 2017?
answer: 158212
derivation: $306,397-$148,185
scale: thousand
question: What was the percentage change in dividends paid between 2018 and 2019?
answer: -10.08
derivation: ($52,004-$57,833)/$57,833
scale: percent
Questions and answers about page 1 of the financial report netapp-inc_2019.pdf:

question: Why did the company capitalize sales commissions that are incremental direct costs of obtaining customer contracts for which revenue is not immediately recognized?
answer: a result of our adoption of ASC 606
question: What was the balance at beginning of period in 2019?
answer: 137
scale: million
question: What does the table show?
answer: summarize the activity related to deferred commissions and their balances as reported in our consolidated balance sheets
question: What was the change in Other current assets between 2018 and 2019?
answer: 9
derivation: 75-66
scale: million
question: What was the change in Total deferred commissions between 2018 and 2019?
answer: 35
derivation: 172-137
scale: million
question: What was the percentage change in  Total deferred commissions between 2018 and 2019?
answer: 25.55
derivation: (172-137)/137
scale: percent
Questions and answers about page 1 of the financial report xperi-corporation_2019.pdf:

question: What is the name of Xperi Corporation’s independent registered public accountants called?
answer: PricewaterhouseCoopers LLP
question: What does the table show us?
answer: a summary of fees billed by the Company’s independent registered public accountants, PricewaterhouseCoopers LLP, for the years ended December 31, 2019 and 2018
question: What are the audit fees for the fiscal year 2018 and 2019, respectively?
answer: $1,956,000
$1,925,000
question: What is the proportion of audit fees and audit-related fees over total fees in the fiscal year 2018?
answer: 0.93
derivation: (1,956,000+14,000)/2,127,000 
question: What is the percentage change of audit fees from 2018 to 2019?
answer: -1.58
derivation: (1,925,000-1,956,000)/1,956,000 
scale: percent
question: What is the ratio of total fees in 2019 to total fees in 2018?
answer: 1.01
derivation: 2,147,000/2,127,000
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: How is net debt calculated?
answer: Net debt is calculated as total bank debt and lease financing, less unamortised debt fees and cash and cash equivalents as shown in note 32
question: What was the amount of borrowings the Group had as at 31 March 2019?
answer: borrowings of £313.0m (2018: £343.0m) through its Syndicated revolving credit facility (2018: Syndicated Term Loan).
question: What are the components in the table used for the calculation of total capital?
answer: Total net debt
Total equity
question: In which year was total capital larger?
answer: 2019
derivation: 380.0>360.8
question: What was the change in total capital in 2019 from 2018?
answer: 19.2
derivation: 380.0-360.8
scale: million
question: What was the percentage change in total capital in 2019 from 2018?
answer: 5.32
derivation: (380.0-360.8)/360.8
scale: percent
Questions and answers about page 1 of the financial report mimecast-limited_2019.pdf:

question: How much did the Company recorded amortization expense for the year ended March 31, 2019?
answer: $4.8 million
question: How much did the Company recorded amortization expense for the year ended March 31, 2018?
answer: $1.5 million
question: How much did the Company recorded amortization expense for the year ended March 31, 2017?
answer: $0.1 million
question: What is the change in Capitalized Software from 2020 to 2021?
answer: -732
derivation: 2,790-3,522
question: What is the change in Capitalized Software from 2021 to 2022?
answer: -1370
derivation: 1,420-2,790
question: What is the change in Capitalized Software from 2022 to 2023?
answer: -892
derivation: 528-1,420
Questions and answers about page 1 of the financial report frequency-electronics-inc_2019.pdf:

question: What is the amount of revenue from FEI-NY in 2018 and 2019 respectively?
answer: 26,936
38,096
scale: thousand
question: What is the amount of revenue from FEI-Zyfer in 2018 and 2019 respectively?
answer: 15,272
12,235
scale: thousand
question: How much did revenues from satellite programs change in 2019?
answer: increased by $8.6 million, or 61%, compared to the prior fiscal year.
question: In fiscal year 2019, what is the percentage constitution of revenues from FEI-NY among the total revenue?
answer: 76.95
derivation: 38,096/49,509
scale: percent
question: In fiscal year 2018, what is the percentage constitution of revenues from FEI-Zyfer among the total revenue?
answer: 38.75
derivation: 15,272/39,407
scale: percent
question: What is the average total revenue for fiscal years 2018 and 2019?
answer: 44458
derivation: (49,509+39,407)/2
scale: thousand
Questions and answers about page 1 of the financial report united-micro-electronics-corp_2019.pdf:

question: What is the criteria to adjust the salaries? 
answer: Salaries are adjusted based on industry standards, inflation and individual performance.
question: As of December 31, 2019, how many individual were employed under various departments?
answer: As of December 31, 2019, we had 19,577 employees, which included 11,328 engineers, 7,416 technicians and 833 administrative staff performing administrative functions on a consolidated basis.
question: What is the criteria for an employee to receive additional bonuses?
answer: Employees are entitled to receive additional bonuses based on a certain percentage of our allocable surplus income.
question: What are the average number of Engineers employed? 
answer: 11608.33
derivation: (11,846+11,651+11,328) / 3
scale: thousand
question: What is the average number of Technicians employed?
answer: 7447.33
derivation: (7,432+7,494+7,416) / 3
scale: thousand
question: What is the average number of Administrative Staff employed?
answer: 805
derivation: (798+784+833) / 3
Questions and answers about page 1 of the financial report centurylink-inc_2019.pdf:

question: How is the purchase of accounts receivable from other communications service providers done?
answer: primarily on a recourse basis
question: What do the agreements with other communications service providers comprise of?
answer: agree to bill and collect on their behalf for services rendered by those providers to our customers within our local service area
question: What are the types of accounts receivables highlighted in the table?
answer: Trade and purchased receivables
Earned and unbilled receivables
Other
question: How many types of accounts receivables are highlighted in the table?
answer: 3
derivation: Trade and purchased receivables##Earned and unbilled receivables##Other
question: What is the change in the earned and unbilled receivables?
answer: -51
derivation: 374-425
scale: million
question: What is the percentage change in the earned and unbilled receivables?
answer: -12
derivation: (374-425)/425
scale: percent
Questions and answers about page 1 of the financial report cogent-communications-group-inc_2019.pdf:

question: What is the value of the interest and principal payment obligations included in the company's debt under 2024 Notes?
answer: 135.0 million
question: What is the value of the interest and principal payment obligations included in the debt under 2022 Notes?
answer: 445.0 million
question: What is the value of the interest and principal payment obligations included in the debt under 2021 Notes?
answer: 189.2 million
question: What is the company's total debt due within 3 years?
answer: 742349
derivation: (50,601 + 691,748) 
scale: thousand
question: What is the company's total finance lease obligations due within 3 years?
answer: 74152
derivation: (48,693 + 25,459) 
scale: thousand
question: What is the company's unconditional purchase obligations due within 3 years?
answer: 13500
derivation: 1,346 + 12,154 
scale: thousand
Questions and answers about page 2 of the financial report aci-worldwide-inc_2019.pdf:

question: What are TSRs?
answer: performance shares that are earned, if at all, based upon the Company’s total shareholder return as compared to a group of peer companies over a three-year performance period.
question: What was the interest rate in 2017?
answer: 1.5%
question: What was the volatility in 2018?
answer: 28.0%
question: What was the change in interest rate between 2018 and 2019?
answer: 0.1
derivation: 2.5%-2.4%
scale: percent
question: What was the change in Volatility between 2017 and 2018?
answer: 1.5
derivation: 28.0%-26.5%
scale: percent
question: What was the percentage change in expected life (years) between 2018 and 2019?
answer: -3.45
derivation: (2.8-2.9)/2.9
scale: percent
Questions and answers about page 1 of the financial report microchip-technology-inc_2019.pdf:

question: What were plan benefits provided in accordance with?
answer: local statutory requirements
question: What were the service costs in 2018?
answer: 2.2
scale: million
question: What were the interest costs in 2017?
answer: 1.0
scale: million
question: What was the change in service costs between 2017 and 2018?
answer: 0.8
derivation: 2.2-1.4
scale: million
question: What was the change in the Amortization of actuarial loss between 2018 and 2019?
answer: -0.4
derivation: 0.4-0.8
scale: million
question: What was the percentage change in the net pension period cost between 2018 and 2019?
answer: -25
derivation: (3.0-4.0)/4.0
scale: percent
Questions and answers about page 1 of the financial report greensky-inc_2019.pdf:

question: What does Cash include?
answer: non-interest and interest-bearing demand deposit accounts with various financial institutions.
question: What was the amount of restricted cash in 2017?
answer: 129,224
scale: thousand
question: Which years does the table provide?
answer: 2019
2018
2017
question: How many years did Cash and cash equivalents and restricted cash in Consolidated Statements of Cash Flows exceed $400,000 thousand?
answer: 2
derivation: 2019##2018
question: What was the change in Cash and cash equivalents between 2018 and 2019?
answer: -107630
derivation: 195,760-303,390
scale: thousand
question: What was the percentage change in restricted cash between 2017 and 2018?
answer: 20.03
derivation: (155,109-129,224)/129,224
scale: percent
Questions and answers about page 1 of the financial report protagenic-therapeutics-inc_2019.pdf:

question: What does a Level 1 input refer to?
answer: Unadjusted quoted prices in active markets for identical assets or liabilities that is accessible by the Company
question: What does a Level 2 input refer to?
answer: Quoted prices in markets that are not active or financial instruments for which all significant inputs are observable, either directly or indirectly
question: What does a Level 3 input refer to?
answer: Unobservable inputs for the asset or liability including significant assumptions of the Company and other market participants
question: What is the difference in Level 1 and Level 2 marketable securities?
answer: 0
derivation: 0 -0 
question: What is the total Level 3 marketable securities and derivative warrants liabilities? 
answer: 332222
derivation: 332,222 + 0 
question: What percentage of the total financial instruments are marketable securities?
answer: 0
derivation: 0/332,222 
scale: percent
Questions and answers about page 2 of the financial report micron-technology-inc_2019.pdf:

question: What is the total price of granted and restrictions lapsed stocks?
answer: 224.67
derivation: (9*41.11)+(-6*24.22) 
scale: million
question: What is the percentage change of the number of Restricted Stock Awards shares outstanding from August 30, 2018, to August 29, 2019?
answer: 6.67
derivation: (16-15)/15 
scale: percent
question: What is the price for service-based Restricted Stock Awards as of August 29, 2019?
answer: 486.08
derivation: 14*34.72 
scale: million
question: How many Restricted Stock Awards of shares were outstanding as of August 29, 2019?
answer: 16 million shares
question: What is the Weighted-Average Grant Date Fair Value Per Share for Granted stocks?
answer: 41.11
question: For service-based Restricted Stock Awards, when do the restrictions generally lapse?
answer: in one-fourth or one-third increments during each year of employment after the grant date
Questions and answers about page 1 of the financial report teekay-corporation_2019.pdf:

question: How much was the equity loss for the year ended December 31, 2019?
answer: $14.5 million
question: What is the change in Cash and restricted cash from December 31, 2019 to December 31, 2018?
answer: -189758
derivation: 379,085-568,843
scale: thousand
question: What is the change in Other assets – current from December 31, 2019 to December 31, 2018?
answer: -263725
derivation: 148,663-412,388
scale: thousand
question: In which year was cash and restricted cash less than 400,000 thousand?
answer: 2019
derivation: locate and analyze cash and restricted cash in row 4
question: What was the other assets - current in 2019 and 2018 respectively?
answer: 148,663
412,388
scale: thousand
question: What was the other liabilities - non current in 2019 and 2018 respectively?
answer: 243,301
478,311
scale: thousand
Questions and answers about page 1 of the financial report tata-consultancy-services-ltd_2019.pdf:

question: What is the total remuneration for Ramakrishnan V?
answer: 413.07
question: What is the value of Stock Option given to the Company Secretary?
answer: 0
question: What is the value of Commission given to the Chief Financial Officer?
answer: 0
question: What is the difference in Others, Allowances between the CFO and Company Secretary?
answer: 180.18
derivation: 297.47-117.29 
question: Which key managerial personnel had the highest total remuneration?
answer: Ramakrishnan V Chief Financial Officer
derivation: Analyse COL3 and COL4 and derive the corresponding key managerial personnel
question: What is the difference in total gross salary of the CFO and Company Secretary?
answer: 92.74
derivation: 72.06+43.54-(21.66+1.2)
Questions and answers about page 1 of the financial report avx-corporation_2019.pdf:

question: What is the company's total income before income taxes for the fiscal year ended March 31, 2019?
answer: 333,243
question: What is the company's total income before income taxes for the fiscal year ended March 31, 2018?
answer: 192,313
question: What is the company's total income before income taxes for the fiscal year ended March 31, 2017?
answer: 174,949
question: What is the proportion of the domestic income as a percentage of the total income in 2019?
answer: 64.69
derivation: 215,573/333,243 
scale: percent
question: What is the change in total income before income taxes between 2017 and 2018?
answer: 17364
derivation: 192,313 - 174,949 
question: What is the percentage change in total income between 2018 and 2019?
answer: 73.28
derivation: (333,243 - 192,313)/192,313 
scale: percent
Questions and answers about page 1 of the financial report metro-ag_2019.pdf:

question: What was the amount of services provided in FY2019?
answer: 8
scale: million
question: Who were the parties to which METRO maintained business relations with related companies?
answer: Associates
Joint ventures
Miscellaneous related parties
question: What were the business relations to related companies listed in the table?
answer: Services provided
Services received
Receivables from services provided, as of 30/9
Liabilities from goods/services received as of 30/9
question: In which year were services received larger?
answer: 2018
derivation: 96>93
question: What was the change in services received in FY2019 from FY2018?
answer: -3
derivation: 93-96
scale: million
question: What was the percentage change in services received in FY2019 from FY2018?
answer: -3.12
derivation: (93-96)/96
scale: percent
Questions and answers about page 1 of the financial report roper-technologies_2019.pdf:

question: How are stock options typically granted?
answer: at prices not less than 100% of market value of the underlying stock at the date of grant
question: What were the compensation expenses relating to outstanding options as a component of general and administrative expenses during 2018 and 2019, respectively?
answer: $23.2
$32.0
question: What was the weighted-average fair value of options granted in 2017, 2018, and 2019, respectively?
answer: 40.87
57.75
68.05
question: What is the percentage change in the weighted-average fair value of options granted in 2019 compared to 2017?
answer: 66.5
derivation: (68.05-40.87)/40.87 
scale: percent
question: Which year had the highest expected dividend yield?
answer: 2017
derivation: 0.67>0.59>0.58
question: What is the average weighted-average fair value of options granted from 2017 to 2019?
answer: 55.56
derivation: (68.05+57.75+40.87)/3
Questions and answers about page 1 of the financial report activision-blizzard-inc_2019.pdf:

question: What were the product costs in 2019?
answer: 656
scale: million
question: What were the game operations and distribution costs in 2019?
answer: 965
scale: million
question: What was the total cost of revenues in 2018?
answer: 2,517
scale: million
question: What is the percentage change in product costs between 2018 and 2019?
answer: -8.76
derivation: (656-719)/719
scale: percent
question: What is the percentage change in game operations and distribution costs between 2018 and 2019?
answer: -6.13
derivation: (965-1,028)/1,028
scale: percent
question: What percentage of total cost of revenues in 2019 consists of product costs?
answer: 31.33
derivation: (656/$2,094)
scale: percent
Questions and answers about page 1 of the financial report first-solar-inc_2019.pdf:

question: How are changes in fair value of hedging instruments accounted for?
answer: within “Accumulated other comprehensive loss”
question: What risks are hedged using the derivative instruments?
answer: interest rate and foreign currency risks
question: What is the total derivate instruments for other liabilities?
answer: $7,439
scale: thousand
question: What is the difference in the total derivative instruments between other assets and other current liabilities?
answer: -2443
derivation: 139-2,582
scale: thousand
question: Under prepaid expenses and other current assets, what is the ratio of the total derivates designated as hedging instruments to those not designated as hedging instruments?
answer: 0.23
derivation: 226/973
question: What is the difference in the foreign exchange forward contracts for hedging instruments between other assets and other liabilities?
answer: -91
derivation: 139-230
scale: thousand