next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report iselect-ltd_2019.pdf:

question: Which cash receipts are classified as current?
answer: Cash receipts that are expected to be received within 12 months of the reporting date
question: What is the range of the attrition rates used in the valuation of the Health portfolio at 30 June 2019?
answer: 7.5% and 26.5%
question: What was the increase in the average duration band attrition in 2019?
answer: up to 0.2%
question: What is the percentage change in the current trail commission asset from 2018 to 2019?
answer: 15.94
derivation: (25,626-22,103)/22,103
scale: percent
question: What is the percentage change in the total trail commission asset from 2018 to 2019?
answer: 10.84
derivation: (114,078-102,920)/102,920
scale: percent
question: What is the percentage change in the cash receipts from 2018 to 2019?
answer: -0.33
derivation: (23,574-23,651)/23,651
scale: percent
Questions and answers about page 1 of the financial report aci-worldwide-inc_2019.pdf:

question: What does Walletron deliver?
answer: patented mobile wallet technology.
question: How much did it cost the company to acquire certain technology assets of RevChip, LLC ("RevChip") and TranSend Integrated Technologies Inc. ("TranSend")?
answer: $7.0 million
scale: million
question: What was the pro forma revenue in 2019?
answer: $1,382,957
scale: thousand
question: What was the change in pro forma revenue between 2018 and 2019?
answer: 21228
derivation: $1,382,957-$1,361,729
scale: thousand
question: What was the change in pro forma net income between 2018 and 2019?
answer: -6425
derivation: $82,003-$88,428
scale: thousand
question: What was the percentage change in pro forma net income between 2018 and 2019?
answer: -7.27
derivation: ($82,003-$88,428)/$88,428
scale: percent
Questions and answers about page 1 of the financial report adtran-inc_2019.pdf:

question: What was the depreciation expense in 2019?
answer: $12.5 million
question: What was the  Total Property, Plant and Equipment, net in 2019?
answer: $73,708
scale: thousand
question: What was the amount of building assets in 2019?
answer: 68,157
scale: thousand
question: What was the change in furniture and fixtures between 2018 and 2019?
answer: 128
derivation: 19,959-19,831
scale: thousand
question: What was the change in engineering and other equipment between 2018 and 2019?
answer: 3370
derivation: 130,430-127,060
scale: thousand
question: What was the percentage change in net total property, plant and equipment between 2018 and 2019?
answer: -8.59
derivation: ($73,708-$80,635)/$80,635
scale: percent
Questions and answers about page 1 of the financial report xperi-corporation_2019.pdf:

question: What is the estimated per share fair value of the granted stock options before estimated forfeitures in 2017?
answer: $4.62
question: What is the total fair value of restricted stock awards and units in 2018 and 2017, respectively? 
answer: $30.4 million
$22.7 million
question: How does the company calculate the intrinsic value?
answer: the difference between the market value on the date of exercise and the exercise price of the shares
question: What is the proportion of employee stock options and employee stock purchase plans over total stock-based compensation expense in 2018?
answer: 0.1
derivation: (438+2,599)/31,011 
question: What is the average total stock-based compensation expense for the last 3 years (2017 - 2019)?
answer: 32009
derivation: (31,554+31,011+33,462)/3 
scale: thousand
question: What is the percentage change in restricted stock awards and units’ expenses from 2018 to 2019?
answer: 3.78
derivation: (29,031-27,974)/27,974 
scale: percent
Questions and answers about page 1 of the financial report csg-systems-international-inc_2019.pdf:

question: What is a factor affecting the nature, amount, timing and uncertainty of the company's revenue?
answer: Maintenance
question: What is the amount of cash flow pertaining to maintenance in 2019?
answer: 48,282
scale: thousand
question: What is the amount of revenue earned by the company in 2019?
answer: $996,810
scale: thousand
question: What is the percentage change in revenue between 2018 and 2019?
answer: 13.91
derivation: (996,810-875,059)/875,059
scale: percent
question: What is the proportion of total revenue arising from cloud and related solutions in 2019?
answer: 89.9
derivation: 896,164/996,810 
scale: percent
question: What is the total revenue earned from 2018 to 2019?
answer: 1871869
derivation: $875,059+$996,810 
scale: thousand
Questions and answers about page 1 of the financial report jack-in-the-box-inc_2019.pdf:

question: What is the total capital expenditure in 2019?
answer: $47,649
scale: thousand
question: What is the increase in capital expenditure from 2018 to 2019?
answer: $9.8 million
question: Why was there an increase in purchases of assets intended for sale or sale and leaseback?
answer: Purchase of a commercial property in Los Angeles, California
question: What is the difference in restaurant facility expenditures between 2018 and 2019?
answer: 8747
derivation: $17,949 - $9,202 
scale: thousand
question: What is the average capital expenditure spent on information technology for 2018 and 2019?
answer: 6994.5
derivation: ($9,405+$4,584)/2 
scale: thousand
question: What is the difference in total capital expenditure for restaurants and total capital expenditure for corporate services in 2018?
answer: 28370
derivation: $33,106-$4,736
scale: thousand
Questions and answers about page 1 of the financial report xperi-corporation_2019.pdf:

question: What was the primary cause of the decrease in revenue in 2019 compared to 2018?
answer: revenue recorded in 2018 related to the Samsung settlement and license agreement executed in December 2018, partially offset by a one-time payment from a new license agreement signed in December 2019
question: What was the revenue change between 2018 and 2019?
answer: $104.5 million
question: What was the total operating expense in 2017 and 2018, respectively?
answer: 73,519
44,074
scale: thousand
question: Which year did the Semiconductor and IP Licensing segment have the highest total operating income?
answer: 2017
derivation: 117,971>112,906>37,869
question: What is the percentage of research, development, and other related costs as well as litigation expenses over total operating expenses in 2018?
answer: 72.92
derivation: (27,514+26,099)/73,519 
scale: percent
question: What is the average revenue that the company received in the last three years, i.e. from 2017 to 2019?
answer: 158059
derivation: (81,943+186,425+205,809)/3 
scale: thousand
Questions and answers about page 1 of the financial report bce-inc_2019.pdf:

question: What is the total debt comprised of?
answer: debt due within one year and long-term debt
question: What is the $ change in cash and cash equivalents?
answer: $280 million
question: What is the $ change in net debt?
answer: 2,171
scale: million
question: What is the Debt due within one year expressed as a ratio of Long-term debt for 2019?
answer: 0.17
derivation: 3,881/22,415
question: What is the percentage of long-term debt over net debt in 2019?
answer: 79.62
derivation: 22,415/28,153
scale: percent
question: What is the change in the net debt in 2019?
answer: 2171
derivation: 28,153-25,982
scale: million
Questions and answers about page 1 of the financial report travelzoo_2019.pdf:

question: What is the revenue amount in 2019 and 2018 respectively?
answer: $36,898
$36,149
scale: thousand
question: What is the income from operations in 2019 and 2018 respectively?
answer: $4,461
$4,973
scale: thousand
question: Why did Europe expenses increase from 2018 to 2019?
answer: primarily due to increased marketing costs
question: What is the average income from operations in 2018 and 2019?
answer: 4717
derivation: (4,461+ 4,973)/2
scale: thousand
question: What is the change in income from operations between 2018 and 2019?
answer: -512
derivation: 4,461-4,973
scale: thousand
question: What is the percentage change in revenues from 2018 to 2019?
answer: 2.07
derivation: (36,898-36,149)/36,149
scale: percent
Questions and answers about page 1 of the financial report amcon-distributing-company_2019.pdf:

question: What is the closing price of the company's common stock on NYSE American as of October 31, 2019?
answer: $73.00
question: What are the respective high and low closing prices per share of the Company’s common stock reported by NYSE American for the 1st Quarter of fiscal 2019?
answer: 99.75
77.92
question: What are the respective high and low closing prices per share of the Company’s common stock reported by NYSE American for the 2nd Quarter of fiscal 2019?
answer: 101.51
88.01
question: What is the average high closing prices per share of the Company’s common stock reported by NYSE American for fiscal 2019?
answer: 100.31
derivation: (100.00 + 100.00 + 101.51 + 99.75)/4 
question: What is the average high closing prices per share of the Company’s common stock reported by NYSE American for fiscal 2018?
answer: 96.27
derivation: (89.00 + 98.35 + 99.87 + 97.85)/4 
question: What is the percentage change in the high closing prices per share of the Company’s common stock reported by NYSE American between Quarter 4 of fiscal 2018 and 2019?
answer: 12.36
derivation: (100-89)/89 
scale: percent
Questions and answers about page 1 of the financial report aci-worldwide-inc_2019.pdf:

question: What was the balance of unrecognized tax benefits at the beginning of 2019?
answer: $28,406
scale: thousand
question: What was the balance of unrecognized tax benefits at the beginning of 2017?
answer: $24,278
scale: thousand
question: What was the increases for tax positions of prior years in 2019?
answer: 2,784
scale: thousand
question: What was the change in Balance of unrecognized tax benefits at beginning of year between 2017 and 2018?
answer: 2959
derivation: $27,237-$24,278
scale: thousand
question: What was the change in balance of unrecognized tax benefits at the end of the year between 2018 and 2019?
answer: 594
derivation: $29,000-$28,406
scale: thousand
question: What was the percentage change in increases for tax positions established for the current year between 2018 and 2019?
answer: 114.51
derivation: (2,542-1,185)/1,185
scale: percent
Questions and answers about page 1 of the financial report formfactor_2019.pdf:

question: What led to increase in selling, general and administrative in fiscal 2019 compared to fiscal 2018?
answer: The increase in selling, general and administrative in fiscal 2019 compared to fiscal 2018 was primarily due to higher variable costs on increased sales volumes
question: What is the average Selling, general and administrative for the Fiscal Year Ended December 28, 2019 to December 29, 2018?  
answer: 102794.5
derivation: (106,335+99,254) / 2
scale: thousand
question: What is the average Selling, general and administrative for the Fiscal Year Ended December 29, 2018 to December 30, 2017?
answer: 97371.5
derivation: (99,254+95,489) / 2
scale: thousand
question: In which year was Selling, general and administrative less than 100,000 thousands?
answer: 2018
2017
derivation: locate and analyze the Selling, general and administrative in row 4
question: What is the percentage of revenue in 2019 and 2018?
answer: 18.0
18.7
scale: percent
question: What was the Selling, general and administrative in 2018 and 2017?
answer: 99,254
95,489
scale: thousand
Questions and answers about page 1 of the financial report allscripts-healthcare-solutions-inc_2019.pdf:

question: For what amount was the outstanding minority interests in a third party acquired?
answer: $6.9 million
question: On which date was the assets of the Allscripts’ business sold?
answer: April 2, 2018
question: What was the total consideration for OneContent business?
answer: $260 million
question: What is the change in the Equity method investments from 2018 to 2019?
answer: 665
derivation: 11,332 - 10,667
scale: thousand
question: What is the average Cost less impairment for 2018 and 2019?
answer: 29192.5
derivation: (32,462 + 25,923) / 2
scale: thousand
question: What is the change in the Total long-term equity investments from 2018 to 2019?
answer: 7204
derivation: 43,794 - 36,590
scale: thousand
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: How does the company accrue for warranty costs?
answer: as part of our cost of sales based on associated material product costs, labor costs for technical support staff, and associated overhead
question: Which years does the table provide information for the company's activity related to their product warranty liability?
answer: 2019
2018
2017
question: What were the Acquisitions and divestitures in 2019?
answer: (2)
scale: million
question: What was the change in Provisions for warranties issued between 2017 and 2018?
answer: -109
derivation: 582-691
scale: million
question: How many years did the Balance at beginning of fiscal year exceed $400 million?
answer: 2
derivation: 2018##2017
question: What was the percentage change in the Balance at end of fiscal year between 2018 and 2019?
answer: -4.74
derivation: (342-359)/359
scale: percent
Questions and answers about page 1 of the financial report hc2-holdings-inc_2019.pdf:

question: What was the Selling, general and administrative expenses from our Life Sciences segment for the year ended December 31, 2019?
answer: $8.6 million
question: What was the decrease in the selling, general and administrative expenses?
answer: $5.0 million
question: What was the Depreciation and amortization in 2019?
answer: 0.3
scale: million
question: What was the percentage change in the selling, general and administrative expenses from 2018 to 2019?
answer: -36.76
derivation: 8.6 / 13.6 - 1
scale: percent
question: What was the average depreciation and amortization expense for 2018 and 2019?
answer: 0.25
derivation: (0.3 + 0.2) / 2
scale: million
question: What was the percentage change in the loss from operations from 2018 to 2019?
answer: -35.51
derivation: -8.9 / -13.8 - 1
scale: percent
Questions and answers about page 1 of the financial report sophos-group_2019.pdf:

question: What does the Companies Act 2006 require Sophos to do?
answer: Sophos is required to measure and report on its Greenhouse Gas (“GHG”) emissions disclosures.
question: What does the Group's operations that primarily release GHG include?
answer: usage of electricity and gas of owned and leased offices, business travel and usage of vehicles.
question: What are the scopes considered in the table when calculating the total greenhouse gas emissions?
answer: Combustion of natural gas and operation of owned vehicles
Electricity consumption in offices
Business travel (air and car)
question: In which year was the total Greenhouse gas emissions the largest?
answer: 2018
derivation: 9,894.7>9,444.6>7,969.0
question: What was the change in the intensity ratio in 2019 from 2018?
answer: -2.4
derivation: 10.5-12.9
question: What was the percentage change in the intensity ratio in 2019 from 2018?
answer: -18.6
derivation: (10.5-12.9)/12.9
scale: percent
Questions and answers about page 1 of the financial report jabil-circuit-inc_2019.pdf:

question: What was the fair value of plan assets in 2019?
answer: $158,101
scale: thousand
question: Which years does the table provide information for the plans with an accumulated benefit obligation for?
answer: 2019
2018
question: What was the Accumulated benefit obligation in 2018?
answer: $152,380
scale: thousand
question: What was the change in Accumulated benefit obligation between 2018 and 2019?
answer: 9349
derivation: $161,729-$152,380
scale: thousand
question: How many years did the Projected benefit obligation exceed $150,000 thousand?
answer: 2
derivation: 2019##2018
question: What was the percentage change in the fair value of plan assets between 2018 and 2019?
answer: 4.21
derivation: ($158,101-$151,715)/$151,715
scale: percent
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 were the additions in 2018?
answer: 93,240
scale: thousand
question: What was the loss on sale in 2017?
answer: (500)
scale: thousand
question: How many years did additions exceed $100,000 thousand?
answer: 2
derivation: 2019##2017
question: What was the change in the ending balance between 2017 and 2019?
answer: -21680
derivation: 51,926-73,606
scale: thousand
question: What was the percentage change in the Write offs and other between 2018 and 2019?
answer: 3.15
derivation: (-2,982-(-2,891))/-2,891
scale: percent
Questions and answers about page 1 of the financial report ringcentral_2019.pdf:

question: What are the respective drivers of the company's increased cost of revenue in 2019?
answer: third-party costs to support our solution offerings
infrastructure support costs
headcount and personnel and contractor related costs
question: What caused the increased in headcount and other expense?
answer: investments in our infrastructure and capacity to improve the availability of our subscription offerings, while also supporting the growth in new customers and increased usage of our subscriptions by our existing customer base
question: What are the factors influencing the cost of revenues and gross margins in 2019?
answer: increase in services personnel costs
cost of product sales
overhead costs
question: What is the average cost of subscription between 2017 to 2019?
answer: 119655.67
derivation: (89,193 + 109,454 + 160,320)/3 
scale: thousand
question: What is the value of the subscription costs as a percentage of the total cost of revenue in 2019?
answer: 69.39
derivation: 160,320/231,043 
scale: percent
question: What is the average total cost of revenue between 2017 to 2019?
answer: 169814.33
derivation: (121,271 + 157,129 + 231,043)/3 
scale: thousand
Questions and answers about page 1 of the financial report coherent-inc_2019.pdf:

question: What do Accounts receivable allowances reflect?
answer: reflect our best estimate of probable losses inherent in our accounts receivable balances, including both losses for uncollectible accounts receivable and sales returns
question: What was the Ending balance in 2019?
answer: $8,690
scale: thousand
question: In which years were the accounts receivable allowances provided in the table?
answer: 2019
2018
2017
question: In which year were the Additions charged to expenses the largest?
answer: 2019
derivation: 5,210>4,190>1,980
question: What was the change in Ending balance in 2019 from 2018?
answer: 4122
derivation: 8,690-4,568
scale: thousand
question: What was the percentage change in Ending balance in 2019 from 2018?
answer: 90.24
derivation: (8,690-4,568)/4,568
scale: percent
Questions and answers about page 1 of the financial report consolidated-communications-holdings-inc_2019.pdf:

question: How is the delinquency and write-off experience monitored?
answer: as key credit quality indicators for the portfolio of device payment plan agreement receivables and fixed-term service plans.
question: What does the customer-scoring models assess?
answer: origination characteristics
customer account history
payment patterns
question: What was the unbilled in 2019?
answer: $ 22,827
question: What was the increase / (decrease) in the unbilled from 2018 to 2019?
answer: -1455
derivation: 22,827 - 24,282
question: What was the average current billed for 2018 and 2019?
answer: 1375.5
derivation: (1,286 + 1,465) / 2
question: What was the increase / (decrease) in the past due from 2018 to 2019?
answer: -35
derivation: 236 - 271
Questions and answers about page 1 of the financial report guidewire-software-inc_2019.pdf:

question: How is the basic earnings per share calculated?
answer: by dividing the net income (loss) by the weighted average number of shares of common stock outstanding for the period.
question: What was the Net income (loss) in 2019, 2018 and 2017 respectively?
answer: $20,732
$(26,743)
$18,072
scale: thousand
question: What was the basic Net income (loss) per share in 2019?
answer: $0.25
question: In which year was basic Net income (loss) per share negative?
answer: 2018
derivation: locate and analyze Basic in row 5
question: What was the change in the basic Weighted average shares used in computing net income (loss) per share from 2018 to 2019?
answer: 3738406
derivation: 81,447,998 - 77,709,592
question: What was the average Diluted Weighted average shares used in computing net income (loss) per share for 2018 and 2019?
answer: 78573049.67
derivation: (82,681,214 + 77,709,592 + 75,328,343) / 3
Questions and answers about page 1 of the financial report centurylink-inc_2019.pdf:

question: What does 'Fiber, conduit and other outside plant' consist of?
answer: fiber and metallic cable, conduit, poles and other supporting structures
question: What do 'Support assets' consist of?
answer: buildings, cable landing stations, data centers, computers and other administrative and support equipment.
question: In which years was the depreciation expense recorded?
answer: 2019
2018
2017
question: In which year was the depreciation expense recorded the largest?
answer: 2018
derivation: 3.3>3.1>2.7
question: What is the change in the construction in progress in 2019?
answer: 596
derivation: 2,300-1,704
scale: million
question: What is the average net property, plant and equipment?
answer: 26243.5
derivation: (26,079+26,408)/2
scale: million
Questions and answers about page 1 of the financial report nordic-american-tankers-limited_2019.pdf:

question: What does Senior Secured Credit Facility refer to?
answer: obligation to repay indebtedness outstanding as of December 31, 2019.
question: What does Interest Payments refer to?
answer: estimated interest payments over the term of the indebtedness outstanding as of December 31, 2019
question: What does Financing of 2018 Newbuildings refer to?
answer: obligation to repay indebtedness outstanding as of December 31, 2019 for three 2018 Newbuildings.
question: What is the average total Senior Secured Credit Facility and Interest Payments?
answer: 187026.5
derivation: (291,798 + 82,255)/2 
scale: thousand
question: What is the average total Interest Payments and Financing of 2018 Newbuildings?
answer: 101061
derivation: (82,255 + 119,867)/2 
scale: thousand
question: What is the total average Financing of 2018 Newbuildings and Interest Payments 2018 Newbuildings?
answer: 83692
derivation: (119,867 + 47,517)/2 
scale: thousand
Questions and answers about page 1 of the financial report tata-consultancy-services-ltd_2019.pdf:

question: What happens to dividends that are not claimed for a consecutive period of 7 years from the date of transfer to the Company's Unpaid Dividend Account?
answer: liable to be transferred to the Investor Education and Protection Fund (“IEPF”)
question: How many shares from FY 2012 were transferred to IEPF in FY 2019?
answer: 29,672
question: How many consolidated claims can Members/Claimants file in a financial year as per the IEPF Rules?
answer: one
question: What is the difference in number of shares transferred to IEPF from 2011 to 2012?
answer: 26644
derivation: 29,672-3,028 
question: Which financial year has the highest Amount of unclaimed dividend transferred?
answer: 2011
derivation: 102.6> 86.5
question: What is the percentage change in amount of unclaimed dividend between 2011 and 2012?
answer: -15.69
derivation: (86.5-102.6)/102.6
scale: percent
Questions and answers about page 1 of the financial report cogeco-inc_2019.pdf:

question: What was the financial expense decrease in fourth-quarter 2019?
answer: 15.2%
question: What was the reimbursement in 2019 fourth quarter?
answer: $65 million and US$35 million
question: What was the percentage decrease in the interest on long-term debt from 2018 to 2019?
answer: 10.4
scale: percent
question: What was the increase / (decrease) in the interest on long-term debt from 2018 to 2019?
answer: -4820
derivation: 41,307 - 46,127
scale: thousand
question: What was the average Amortization of deferred transaction costs from 2018 to 2019?
answer: 452.5
derivation: (464 + 441) / 2
scale: thousand
question: What was the increase / (decrease) in total financial expense from 2018 to 2019?
answer: -7272
derivation: 40,437 - 47,709
scale: thousand