next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report international-business-machines-corp_2019.pdf:

question: What caused the net cash provided by operating activities to decrease?
answer: driven by the following key factors: • An increase in cash income tax payments of $346 million; • An increase in interest payments on debt of approximately $300 million, driven by incremental debt used to fund the acquisition of Red Hat; and • Performance-related declines within net income, including lower operating cash flows due to businesses divested in 2019; partially offset by • An increase of $836 million in cash provided by financing receivables.
question: What caused the Net cash used in investing activities to increase?
answer: driven by the acquisition of Red Hat; offset by • An increase of $7,223 million in cash provided by net non-operating finance receivables primarily driven by the wind down of OEM IT commercial financing operations; • A decrease in cash used for net capital expenditures of $1,346 million; and • An increase in cash provided by divestitures of $1,076 million.
question: What caused the The year-to-year increase in cash flow from financing activities?
answer: driven by: • An increase in net cash sourced from debt transactions of $16,584 million primarily driven by net issuances to fund the Red Hat acquisition; and • A decrease in cash used for gross common share repurchases of $3,082 million.
question: What was the increase / (decrease) in cash from operating activities from 2018 to 2019?
answer: -477
derivation: 14,770 - 15,247
scale: million
question: What was the percentage increase / (decrease) in cash from Investing activities?
answer: 448.26
derivation: (-26,936 / -4,913) - 1
scale: percent
question: What was the average of cash from Financing activities?
answer: -713.5
derivation: (9,042 + (-10,469)) / 2
scale: million
Questions and answers about page 2 of the financial report cal-maine-foods-inc_2019.pdf:

question: The carrying value of the long term debt is held at which value?
answer: stated value
question: What is the difference in the carrying value and the fair value of Notes Payable in 2019?
answer: -26
derivation: 1,283 - 1,309
scale: thousand
question: What is the percentage increase / (decrease) in the carrying value of Note payable?
answer: -72.99
derivation: 1,283 / 4,750 - 1
scale: percent
question: What is the increase / (decrease) in the total debt carrying value?
answer: -3753
derivation: 2,337 - 6,090
scale: thousand
question: The company's debt value increases by what amount if the interest rate decreases by 1% in 2019?
answer: $23,000
question: What is the disclosure of Cash and cash equivalents, accounts receivable, and accounts payable?
answer: The carrying amount approximates fair value due to the short maturity of these instruments.
Questions and answers about page 1 of the financial report coherent-inc_2019.pdf:

question: What was the U.S. Federal statutory rate in 2019?
answer: 21.0%
question: What was the  Federal statutory tax expense  in 2018?
answer: $88,684
scale: thousand
question: In which years was the U.S. Federal statutory rate provided?
answer: 2019
2018
2017
question: In which year was the U.S. Federal statutory rate largest?
answer: 2017
derivation: 35.0%>24.5%>21.0%
question: What was the change in Valuation allowance in 2019 from 2018?
answer: 3662
derivation: 7,925-4,263
scale: thousand
question: What was the percentage change in Valuation allowance in 2019 from 2018?
answer: 85.9
derivation: (7,925-4,263)/4,263
scale: percent
Questions and answers about page 1 of the financial report sophos-group_2019.pdf:

question: What was the Net cash flow from operating activities in 2019?
answer: $142.9 million
question: What was the Unlevered free cash flow in 2019?
answer: $123.8 million
question: What components are factored in when calculating the unlevered free cash flow from the net cash flow from operating activities?
answer: Exceptional items
Net capital expenditure
question: In which year was the Net cash flow from operating activities larger?
answer: FY18
derivation: 147.7>142.9
question: What was the change in adjusted operating profit in 2019 from 2018?
answer: 50.7
derivation: 109.0-58.3
scale: million
question: What was the percentage change in adjusted operating profit in 2019 from 2018?
answer: 86.96
derivation: (109.0-58.3)/58.3
scale: percent
Questions and answers about page 1 of the financial report consolidated-communications-holdings-inc_2019.pdf:

question: What was the income tax benefit related to share-based compensation in 2019?
answer: $1.8 million
question: What is the Restricted stock in 2019?
answer: $ 4,013
scale: thousand
question: What was the total unrecognized compensation cost related to non-vested RSAs and PSAs in 2019?
answer: $10.6 million
question: What was the average restricted stock for 2017-2019?
answer: 3082.67
derivation: (4,013 + 3,249 + 1,986) / 3
scale: thousand
question: What was the increase / (decrease) in the performance shares from 2018 to 2019?
answer: 953
derivation: 2,823 - 1,870
scale: thousand
question: What was the average performance shares for 2017-2019?
answer: 1824.33
derivation: (2,823 + 1,870 + 780) / 3
scale: thousand
Questions and answers about page 1 of the financial report parkervision_2019.pdf:

question: What is the content of Note 4 about?
answer: Prepaid Expenses
question: Where are the impairment charges related to prepaid licenses and production tooling included under?
answer: Restructuring expenses
question: Where is there more information about the restructuring expenses?
answer: statements of comprehensive loss (see Note 15).
question: Which are the top 2 prepaid expenses for 2019?
answer: Prepaid services
Prepaid bonds for German statutory costs
question: What is the total sum of the top 3 prepaid expenses in 2018?
answer: 502
derivation: 252 + 199 + 51
scale: thousand
question: What is the % change in the prepaid services amount from 2018 to 2019?
answer: -12.3
derivation: (221 - 252) / 252 
scale: percent
Questions and answers about page 1 of the financial report sunpower-corporation_2019.pdf:

question: How much did interest expense change from 2018 to 2019?
answer: Decreased $54.7 million
question: What accounts for the change in interest expense from 2017 to 2018?
answer: Due to new debt and new commercial sale-leaseback arrangements.
question: What was the reason for the change in other income from 2018 to 2019?
answer: Due to a $158.3 million gain on an equity investment with readily determinable fair value in fiscal 2019
question: Which year has the lowest interest income?
answer: 2017
derivation: $2,100 < $2,702 < $3,057
question: What was the percentage change in interest expense from 2018 to 2019?
answer: -50.6
derivation: (53,353 - 108,011)/108,011 
scale: percent
question: What was the change in other, net from 2018 to 2019?
answer: 119420
derivation: 174,734 - 55,314 
scale: thousand
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: What was the weighted average market value per ordinary share for DABP options exercised in 2019?
answer: 438.1p
question: What does the charge for the year include?
answer: an estimate of the awards to be granted after the balance sheet date in respect of achievement of 2019 targets.
question: In which years was the number of options outstanding at 31 March calculated?
answer: 2019
2018
question: In which year were the Dividend shares awarded larger?
answer: 2019
derivation: 3,343>1,306
question: What was the change in Dividend shares awarded in 2019 from 2018?
answer: 2037
derivation: 3,343-1,306
question: What was the percentage change in Dividend shares awarded in 2019 from 2018?
answer: 155.97
derivation: (3,343-1,306)/1,306
scale: percent
Questions and answers about page 1 of the financial report nanthealth-inc_2019.pdf:

question: What are the respective software-as-a-service related revenue in 2018 and 2019?
answer: $ 65,646
$ 72,831
scale: thousand
question: What are the respective software and hardware related revenue in 2018 and 2019?
answer: 4,534
8,015
scale: thousand
question: What are the respective maintenance revenue in 2018 and 2019?
answer: 9,834
10,519
scale: thousand
question: What is the average software-as-a-service related revenue in 2018 and 2019?
answer: 69238.5
derivation: (65,646 +  72,831)/2 
scale: thousand
question: What is the average maintenance revenue in 2018 and 2019?
answer: 10176.5
derivation: (10,519 + 9,834)/2 
scale: thousand
question: What is the value of the maintenance related revenue as a percentage of the total software-related revenues in 2019?
answer: 11.51
derivation: 10,519/91,365 
scale: percent
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: What was the volume of channel partner financing in fiscal 2019?
answer: $29.6 billion
question: What do the company's financing arrangements include?
answer: leases, loans, and financed service contracts
question: What was the net lease receivables in 2019?
answer: 2,326
scale: million
question: What was the percentage change in net loan receivables between 2018 and 2019?
answer: 8.67
derivation: (5,367-4,939)/4,939
scale: percent
question: How many years did net financed service contracts exceed $2,000 million?
answer: 2
derivation: 2019##2018
question: What was the percentage change in the net total between 2018 and 2019?
answer: 2.26
derivation: (10,053-9,831)/9,831
scale: percent
Questions and answers about page 2 of the financial report autodesk-inc_2019.pdf:

question: What are the estimated useful lives of the assets?
answer: range from three to five years
question: What was the depreciation expense in fiscal 2017?
answer: $73.1 million
question: What kind of computer software costs are immediately expensed?
answer: preliminary project activities and post-implementation activities
question: What is the difference between the largest depreciation expense and the smallest depreciation expense?
answer: 181.1
derivation: 247.8-66.7
scale: million
question: What is the percentage of furniture and equipment in 2019 as a total of all the assets in 2019??
answer: 11.75
derivation: (67.2/571.9)
scale: percent
question: How much did the computer hardware, at cost change in 2019 compared to 2018?
answer: -12.39
derivation: (190.2-217.1)/217.1 
scale: percent
Questions and answers about page 1 of the financial report jabil-circuit-inc_2019.pdf:

question: Which periods does the table provide information for total contractual obligations as of August 31, 2019?
answer: Less than 1 year
1-3 years
3-5 years
After 5 years
question: What does Future interest on notes payable and long-term debt consist of?
answer: interest on notes payable and long-term debt outstanding as of August 31, 2019.
question: What does Non-cancelable purchase order obligations consist of?
answer: purchase commitments entered into as of August 31, 2019 primarily for property, plant and equipment and software pursuant to legally enforceable and binding agreements.
question: How many contractual obligations had a total payments due that exceeded $500,000 thousand?
answer: 2
derivation: Notes payable and long-term debt##Operating lease obligations
question: What was the difference between total operating lease obligations and total capital lease obligations?
answer: 525356
derivation: 603,185-77,829
scale: thousand
question: What is Notes payable and long-term debt as a percentage of the total contractual obligations?
answer: 62.49
derivation: $2,496,465/$3,994,758
scale: percent
Questions and answers about page 1 of the financial report calamp-corp_2019.pdf:

question: What were revenues by geographic area based on?
answer: Revenues by geographic area are based upon the country of billing.
question: What was the revenue from Canada in 2017?
answer: 8,412
scale: thousand
question: What was the revenue from Asia and Pacific Rim in 2018?
answer: 12,873
scale: thousand
question: What was the change in revenue from South America between 2017 and 2018?
answer: 2961
derivation: (20,699-17,738)
scale: thousand
question: What is the revenue from Canada in 2019 as a percentage of the total revenue in 2019?
answer: 2.7
derivation: (9,815/363,800)
scale: percent
question: How much does the top 3 revenues in 2018 add up to?
answer: 332142
derivation: (265,613+45,830+20,699)
scale: thousand
Questions and answers about page 1 of the financial report chefs-wharehouse_2019.pdf:

question: What is the Restricted Share Awards (“RSAs”) for fiscal years 2019, 2018 and 2017 respectively?
answer: 132,861
42
84,511
question: What is the amount of Stock options for fiscal year 2017?
answer: 201,799
question: What is the amount of Convertible notes for fiscal year 2019?
answer: 76,384
question: What is the average value of the Restricted Share Awards (“RSAs”) for fiscal years 2019, 2018 and 2017?
answer: 72471.33
derivation: (132,861+42+ 84,511)/3
question: Which year has the highest amount of Restricted Share Awards (“RSAs”)?
answer: 2019
derivation: 132,861> 84,511>42
question: What is the change in the Restricted Share Awards (“RSAs”) between 2018 and 2019?
answer: 132819
derivation: 132,861-42
Questions and answers about page 1 of the financial report logitech-international-sa_2019.pdf:

question: What is the increase in amortization of intangible assets between 2018 and 2019
answer: 5076
derivation: $12,594 - $7,518
scale: thousand
question: What proportion of the total cost does the acquisition related cost form part of in 2019?
answer: 11.87
derivation: $1,696 / $14,290
scale: percent
question: What caused the increase in amortization of intangible assets in 2019?
answer: primarily due to the Blue Microphones Acquisition and the ASTRO Acquisition
question: What is included in the acquisition related costs?
answer: costs include legal expense, due diligence costs, and other professional costs incurred for business acquisitions
question: What is the average of total Amortization of intangibles between 2017 to 2019?
answer: 9678
derivation: (14,290 + 8,930 + 5,814) / 3
scale: thousand
question: In which year was primarily driven by ASTRO Acquisition
answer: from fiscal year 2018 to 2017
Questions and answers about page 1 of the financial report navios-maritime-holdings-inc_2019.pdf:

question: Which years does the table provide information for Accrued expenses and other liabilities?
answer: 2019
2018
question: What was the accrued interest in 2018?
answer: 40,903
scale: thousand
question: What was the accrued running costs in 2018?
answer: 42,212
scale: thousand
question: How many years did professional fees exceed $1,000 thousand?
answer: 1
derivation: 2018
question: What was the change in accrued taxes between 2018 and 2019?
answer: 1734
derivation: 8,002-6,268
scale: thousand
question: What was the percentage change in the total accrued expenses between 2018 and 2019?
answer: -58.61
derivation: (51,180-123,652)/123,652
scale: percent
Questions and answers about page 1 of the financial report adtran-inc_2019.pdf:

question: What was the Net Income (Loss) in 2019?
answer: $(52,982)
scale: thousand
question: What years does the table provide data for?
answer: 2019
2018
2017
question: What was the Weighted average number of shares—basic in 2018?
answer: 47,880
scale: thousand
question: What was the change in net income (loss) between 2018 and 2019?
answer: -33640
derivation: -$52,982-(-19,342)
scale: thousand
question: What was the change in Weighted average number of shares—basic between 2017 and 2018?
answer: -273
derivation: 47,880-48,153
scale: thousand
question: What was the percentage change in Earnings (loss) per share—basic between 2018 and 2019?
answer: 177.5
derivation: (-$1.11-(-$0.40))/-$0.40
scale: percent
Questions and answers about page 1 of the financial report te-connectivity-ltd_2019.pdf:

question: What was the amount of Other liabilities in 2019?
answer: 19
scale: million
question: In which years were the total restructuring reserves calculated for?
answer: 2019
2018
question: What were the components making up Total Restructuring Reserves in the table?
answer: Accrued and other current liabilities
Other liabilities
question: In which year was Other liabilities larger?
answer: 2018
derivation: 26>19
question: What was the change in Other liabilities in 2019 from 2018?
answer: -7
derivation: 19-26
scale: million
question: What was the percentage change in Other liabilities in 2019 from 2018?
answer: -26.92
derivation: (19-26)/26
scale: percent
Questions and answers about page 1 of the financial report oracle-corporation_2019.pdf:

question: How much more revenue came from the Americas as compared to Asia Pacific in 2019?
answer: 15476
derivation: 21,856 - 6,380 
scale: million
question: What was the total revenue that came from the hardware and cloud and license businesses in 2018?
answer: 35988
derivation: 31,994 + 3,994
scale: million
question: What was the percentage increase in revenue from the EMEA and Americas regions in 2019 as compared to 2018?
answer: 0.21
derivation: ((21,856+11,270) - (21,648+11,409) )/ (21,648+11,409) 
scale: percent
question: Why was the total operating expense higher in fiscal 2019 as compared to fiscal 2018?
answer: Excluding the effects of currency rate fluctuations, our total operating expenses increased during fiscal 2019 relative to fiscal 2018 primarily due to higher expenses related to our cloud and license business, which resulted primarily from increased headcount and infrastructure expenses to support the increase in our cloud and license business’ revenues.
question: What was the reason Oracle gave to explain the constant currency decreases in its hardware revenues in fiscal 2019 relative to fiscal 2018?
answer: The constant currency decreases in our hardware revenues during fiscal 2019 relative to fiscal 2018 were due to a reduction in our hardware products revenues and hardware support revenues primarily due to the emphasis we placed on the marketing and sale of our cloud-based infrastructure technologies, which resulted in reduced sales volumes of certain of our hardware product lines and also impacted the volume of customers that purchased hardware support contracts.
question: When was the financial year end in 2019 and 2018?
answer: May 31
Questions and answers about page 1 of the financial report gaslog-ltd_2019.pdf:

question: In which year was the financial income and costs recorded for?
answer: 2017
2018
2019
question: What was the loss arising on bond repurchases at a premium in 2019?
answer: 2,119
scale: thousand
question: What was the interest expense on bonds and realized loss on CCSs in 2019?
answer: 34,607
scale: thousand
question: Which year has the highest interest income?
answer: 2019
derivation: 5,318 > 4,784 > 2,650
question: What was the change in lease charge from 2018 to 2019?
answer: -14
derivation: 10,506 - 10,520 
scale: thousand
question: What was the percentage change in total financial costs from 2017 to 2019?
answer: 36.86
derivation: (190,481 - 139,181 )/139,181  
scale: percent
Questions and answers about page 1 of the financial report teradyne-inc_2019.pdf:

question: What was the valuation allowance for certain deferred tax assets in 2019?
answer: $77.2 million
question: What was the  Tax credits in 2019?
answer: $79,480
scale: thousand
question: In which years were components of Teradyne’s deferred tax assets (liabilities) provided?
answer: 2019
2018
question: In which year was Other larger?
answer: 2019
derivation: 1,472>685
question: What was the change in Other in 2019 from 2018?
answer: 787
derivation: 1,472-685
scale: thousand
question: What was the percentage change in Other in 2019 from 2018?
answer: 114.89
derivation: (1,472-685)/685
scale: percent
Questions and answers about page 1 of the financial report black-knight-financial-services-inc_2019.pdf:

question: What was the gross carrying value of computer software?
answer: 9.4
scale: million
question: What was the weighted average estimated life of client relationships in years?
answer: 10
question: What was the total gross carrying value?
answer: 30.8
scale: million
question: What was the gross carrying value of other intangible assets as a percentage of the total gross carrying value?
answer: 69.48
derivation: 21.4/30.8
scale: percent
question: What was the difference in the gross carrying value between Trade Names and Non-compete agreements?
answer: 0.5
derivation: 1.4-0.9
scale: million
question: What was the difference in the weighted average estimated life between computer software and client relationships in years?
answer: 5
derivation: 10-5
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 depreciation expense in 2017?
answer: 2,149
scale: thousand
question: What was the amortization expense in 2019?
answer: 4,764
scale: thousand
question: How many years did depreciation expense exceed $2,000 thousand?
answer: 3
derivation: 2019##2018##2017
question: What was the change in amortization expense between 2017 and 2018?
answer: 324
derivation: 2,158-1,834
scale: thousand
question: What was the percentage change in impairment losses between 2017 and 2018?
answer: -75.64
derivation: (19-78)/78
scale: percent
Questions and answers about page 1 of the financial report tencent_2019.pdf:

question: What was the 2019 year-on-year percentage change in VAS revenues?
answer: 13%
question: What was the reason for the year-on-year change for revenues from FinTech and Business Services?
answer: The increase was primarily driven by greater revenues from commercial payment due to increased daily active consumers and number of transactions per user. Greater revenues from cloud services also contributed to the annual growth.
question: What was the reason for the year-on-year change for revenues from the Online Advertising Business?
answer: The increase mainly reflected higher advertising revenues derived from Weixin (primarily Weixin Moments and Mini Programs) as a result of its increased inventories and impressions, as well as contributions from our mobile advertising network due to increased traffic and video inventories
question: What is the year-on-year change in VAS Business revenue?
answer: 23345
derivation: 199,991-176,646
scale: million
question: What is the year-on-year change in FinTech and Business Services revenue?
answer: 28217
derivation: 101,355-73,138
scale: million
question: What is the year-on-year change in Online Advertising Business revenue?
answer: 10298
derivation: 68,377-58,079
scale: million
Questions and answers about page 1 of the financial report amcon-distributing-company_2019.pdf:

question: What are the company's respective land value in 2018 and 2019?
answer: $773,068
$773,068
question: What are the company's respective warehouse equipment value in 2018 and 2019?
answer: 13,424,236
15,011,605
question: What are the company's respective vehicles value in 2018 and 2019?
answer: 3,229,551
3,687,901
question: What is the percentage change in the company's net owned property and equipment between September 2018 and September 2019?
answer: 11.97
derivation: (17,655,415 - 15,768,484)/15,768,484 
scale: percent
question: What is the percentage change in the company's land value between September 2018 and September 2019?
answer: 0
derivation: (773,068 - 773,068)/773,068 
scale: percent
question: What is the difference in the company's net owned property and equipment between 2018 and 2019?
answer: 1886931
derivation: 17,655,415 - 15,768,484