next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report proofpoint_2019.pdf:

question: How did Proofpoint Inc make it easier for enterprises to accurately control employees and contractor access to on-premises, cloud and consumer application?  
answer: combining Meta Networks’ innovative zero trust network access technology with the Company’s people-centric security capabilities
question: What method was used to value the acquired technology, in-process research and development assests? 
answer: Discounted Cash Flow Method
question: Which subject has the highest estimated useful life?
answer: Goodwill
question: What is the difference in estimated fair value between current assets and fixed assets?
answer: 8471
derivation: $10,603 - 2,132
scale: thousand
question: What is the average estimated fair value of Customer relationships?
answer: 3160
derivation: 15,800 / 5
scale: thousand
question: What is the total estimated fair value of all assets?
answer: 89556
derivation: $10,603 + 2,132 + 2,669 + 652 + 15,800 + 1,300 + 35,400 + 400 + 20,600
scale: thousand
Questions and answers about page 1 of the financial report atlassian-corp-plc_2019.pdf:

question: What does the dilapidation provision relate to?
answer: Certain lease arrangements for office space entered into by the Group
question: What is the total non-current provisions for fiscal years 2018 and 2019 respectively?
answer: $4,363
$6,082
scale: thousand
question: What is the dilapidation provision for fiscal year 2019?
answer: 2,759
scale: thousand
question: What is the average employee benefits for fiscal years 2018 and 2019?
answer: 2708.5
derivation: (3,323+2,094)/2
scale: thousand
question: What is the difference in the total non-current provision between fiscal years 2018 and 2019?
answer: 1719
derivation: 6,082-4,363
scale: thousand
question: In fiscal year 2019, what is the percentage constitution of employee benefits among the total non-current provisions?
answer: 54.64
derivation: 3,323/6,082
scale: percent
Questions and answers about page 1 of the financial report on-semiconductor_2019.pdf:

question: How much is the Depreciation expense for property, plant and equipment, including amortization of finance leases for 2019?
answer: $409.7 million
question: How much is the Depreciation expense for property, plant and equipment, including amortization of finance leases for 2018?
answer: $359.3 million
question: How much is the Depreciation expense for property, plant and equipment, including amortization of finance leases for 2017?
answer: $325.2 million
question: What is the change in Inventories: Work in process from December 31, 2018 to 2019?
answer: 12.2
derivation: 772.9-760.7
scale: million
question: What is the change in Inventories: Finished goods from year ended December 31, 2018 to 2019?
answer: -6.1
derivation: 321.1-327.2
scale: million
question: What is the average Inventories: Work in process for December 31, 2018 to 2019?
answer: 766.8
derivation: (772.9+760.7) / 2
scale: million
Questions and answers about page 1 of the financial report kemet-corporation_2019.pdf:

question: Which years does the table provide information for expenses aggregated on the Consolidated Statements of Operations line item “Restructuring charges"?
answer: 2019
2018
2017
question: What were the relocation and exit costs in 2017?
answer: 3,190
scale: thousand
question: What were the restructuring charges in 2019?
answer: 8,779
scale: thousand
question: How many years did restructuring charges exceed $10,000 thousand?
answer: 1
derivation: 2018
question: What was the change in Personnel reduction costs between 2017 and 2018?
answer: 10373
derivation: 12,587-2,214
scale: thousand
question: What was the percentage change in the Relocation and exit costs between 2018 and 2019?
answer: 164.01
derivation: (5,956-2,256)/2,256
scale: percent
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: Where does the company derive the largest portion of its revenues and corresponding accounts receivable and the related deferred rent asset from?
answer: a relatively small number of tenants in the telecommunications industry, and 54% of its current-year revenues are derived from four tenants.
question: In 2019, what were the write-offs primarily related to?
answer: uncollectible amounts in India
question: What was the balance as at January 1, 2019?
answer: $282.4
scale: million
question: What was the change in balance as of January 1 between 2018 and 2019?
answer: 151.4
derivation: $282.4-$131.0
scale: million
question: What was the change in current year increases between 2017 and 2018?
answer: 70.6
derivation: 157.8-87.2
scale: million
question: What was the percentage change in balance as of December 31 between 2018 and 2019?
answer: -42.17
derivation: ($163.3-$282.4)/$282.4
scale: percent
Questions and answers about page 1 of the financial report black-knight-financial-services-inc_2019.pdf:

question: What was the date after which FNF was no longer considered a related party?
answer: November 30, 2019
question: What was the amount of Corporate Services in 2018?
answer: 4.9
scale: million
question: Which years does the table provide information for related party items included in Operating expenses (net of expense reimbursements)?
answer: 2019
2018
2017
question: What was the change in corporate services between 2017 and 2018?
answer: -4.3
derivation: 4.9-9.2
scale: million
question: What was the change in Total related party expenses, net between 2018 and 2019?
answer: 0.4
derivation: 12.5-12.1
scale: million
question: What was the percentage change in Technology and corporate services between 2017 and 2018?
answer: -41.18
derivation: (-1.0-(-1.7))/-1.7
scale: percent
Questions and answers about page 1 of the financial report chefs-wharehouse_2019.pdf:

question: What is the Statutory U.S. Federal tax for 2019, 2018 and 2017 respectively?
answer: $6,805
$5,847
$6,443
question: What is the Income tax expense for 2019, 2018 and 2017 respectively?
answer: $8,210
$7,442
$4,042
question: What is the change in valuation allowance for 2017?
answer: 289
question: Which year has the highest Statutory U.S. Federal tax?
answer: 2019
derivation: 6,805> 6,443> 5,847
question: What is the change in Statutory U.S. Federal tax between 2018 and 2019?
answer: 958
derivation: 6,805-5,847
question: What is the average Statutory U.S. Federal tax from 2017-2019?
answer: 6365
derivation: (6,805+ 5,847+ 6,443)/3
Questions and answers about page 1 of the financial report torm_2019.pdf:

question: What is recognized in the income statement under Port expenses, bunkers and commissions?
answer: Allowance for expected credit loss of freight receivables
question: How is allowance for expected credit loss of freight receivables calculated?
answer: using an ageing factor as well as a specific customer knowledge and is based on a provision matrix on days past due.
question: For which years are the movements in provisions for impairment of freight receivables during the year recorded?
answer: 2019
2018
2017
question: In which year was the Balance as of 1 January the largest?
answer: 2017
derivation: 2.6>1.7>1.3
question: What was the change in the Balance as of 31 December in 2019 from 2018?
answer: 2
derivation: 3.7-1.7
scale: million
question: What was the percentage change in the Balance as of 31 December in 2019 from 2018?
answer: 117.65
derivation: (3.7-1.7)/1.7
scale: percent
Questions and answers about page 1 of the financial report sophos-group_2019.pdf:

question: What was UK corporation tax for the year-ended 31 March 2019 calculated as?
answer: 19% (2018: 19%) of the estimated assessable loss for the period.
question: What was the total income tax charge in 2019?
answer: 26.7
scale: million
question: What are the subtotal components in the table used to calculate the total income tax charge?
answer: Total current tax charge
Total deferred tax credit
question: In which year was the total income tax charge larger?
answer: 2019
derivation: 26.7>19.9
question: What was the change in Total income tax charge in 2019 from 2018?
answer: 6.8
derivation: 26.7-19.9
scale: million
question: What was the percentage change in Total income tax charge in 2019 from 2018?
answer: 34.17
derivation: (26.7-19.9)/19.9
scale: percent
Questions and answers about page 1 of the financial report par-technology-corp_2019.pdf:

question: What is the estimated useful lives of furniture and equipment?
answer: range from three to eight years.
question: What was the Depreciation expense from continuing operations for 2019 and 2018 respectively?
answer: $1.5 million
$1.2 million
question: How much was the Net rent received from leases for 2019 and 2018 respectively?
answer: $0.3 million
$0.4 million
question: What is the change in Furniture and equipment between December 31, 2018 and 2019?
answer: 1481
derivation: 11,755-10,274
scale: thousand
question: What is the change in accumulated depreciation between December 31, 2018 and 2019?
answer: 1455
derivation: 19,830-18,375
scale: thousand
question: What is the average Furniture and equipment for December 31, 2018 and 2019?
answer: 11014.5
derivation: (11,755+10,274) / 2
scale: thousand
Questions and answers about page 1 of the financial report everbridge-inc_2019.pdf:

question: What does the Adjusted EBITDA represent?
answer: Adjusted EBITDA represents our net loss before interest and investment income, net and interest expense, provision for income taxes, depreciation and amortization expense, loss on extinguishment of convertible notes and stock-based compensation expense
question: What are the non-cash items included in Adjusted EBITDA?
answer: depreciation and amortization expense and stock-based compensation expense.
question: What was the Net Loss in 2019, 2018 and 2017 respectively?
answer: (52,250)
(47,515)
(19,634)
scale: thousand
question: Which year has the highest adjusted EBITDA?
answer: 2019
derivation: locate and analyze Adjusted EBITDA in row 9
question: What is the average Interest and investment (income) expense, net for 2017-2019?
answer: 2566.33
derivation: (2,979 + 4,504 + 216) / 3
scale: thousand
question: What is the change in the Provision for income taxes from 2018 to 2019?
answer: -371
derivation: 425 - 796
scale: thousand
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: What was the total amount of fees payable in 2019?
answer: 0.3
scale: million
question: What do the fees payable for other services relate to?
answer: the audit of the subsidiary undertakings pursuant to legislation
question: What do the fees in the table relate to?
answer: Services provided by the Company’s auditors
question: In which year was the total amount of fees payable larger?
answer: 2019
derivation: 0.3>0.2
question: What was the change in the total amount of fees payable in 2019 from 2018?
answer: 0.1
derivation: 0.3-0.2
scale: million
question: What was the percentage change in the total amount of fees payable in 2019 from 2018?
answer: 50
derivation: (0.3-0.2)/0.2
scale: percent
Questions and answers about page 1 of the financial report sunpower-corporation_2019.pdf:

question: What are the components of the fees incurred?
answer: Audit Fees
Audit-Related Fees
Tax Fees
All Other Fees
question: What are the other fees for in 2018 and 2019?
answer: For access to technical accounting services.
question: What are the tax fees used for?
answer: For tax compliance and consulting services.
question: Which year was the tax fees higher?
answer: 2019
derivation: 2,346,879 > 1,440,168
question: What was the change in audit fees?
answer: -835662
derivation: 5,024,093-5,859,755 
question: What was the percentage change in total fees from 2018 to 2019?
answer: 41.78
derivation: ( 10,560,664 - 7,448,544 )/ 7,448,544 
scale: percent
Questions and answers about page 1 of the financial report travelzoo_2019.pdf:

question: What is the value of cash and cash equivalents from 2019 to 2015 respectively?
answer: $19,505
$18,017
$22,553
$26,838
$35,128
scale: thousand
question: What is the value of working capital from 2019 to 2015 respectively?
answer: $1,116
$6,356
$7,646
$14,643
$16,046
scale: thousand
question: What should the table show be read in conjunction with?
answer: Management's Discussion and Analysis of Financial Condition and Results of Operations” and the consolidated financial statements and the notes thereto included elsewhere herein.
question: What is the average value of working capital from 2015 to 2019?
answer: 9161.4
derivation: (1,116+ 6,356+ 7,646+ 14,643+16,046)/5
scale: thousand
question: What is the change in the value of total assets between 2019 and 2018?
answer: 11114
derivation: 54,538-43,424
scale: thousand
question: What is the percentage change for cash and cash equivalents between 2018 and 2019?
answer: 8.26
derivation: (19,505-18,017)/18,017
scale: percent
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: When did the Board of Directors authorize an increase to the stock repurchase program?
answer: On February 13, 2019, our Board of Directors authorized a $15 billion increase to the stock repurchase program.
question: Where is Cisco common stock traded under?
answer: Cisco common stock is traded on the Nasdaq Global Select Market under the symbol CSCO.
question: How many shareholders were there as of August 30, 2019?
answer: There were 39,216 registered shareholders as of August 30, 2019
question: What was the total amount paid for the shares during the period from April 28, 2019 to May 25, 2019 and May 26, 2019 to June 22, 2019?
answer: 3493.4
derivation: (42*54.33)+(22*55.07)
scale: million
question: What was the average total amount paid for the shares during the period from April 28, 2019 to May 25, 2019 and May 26, 2019 to June 22, 2019?
answer: 1746.7
derivation: ((42*54.33)+(22*55.07))/2
scale: million
question: What is the average of Average Price Paid per Share in the three period? 
answer: 55.29
derivation: ($54.33+$55.07+$56.46)/3
Questions and answers about page 1 of the financial report tata-consultancy-services-ltd_2019.pdf:

question: Which Director had the highest % increase in remuneration in the financial year?
answer: Rajesh Gopinathan
question: Why was the remuneration for N Chandrasekaran not stated?
answer: As a policy, N Chandrasekaran, Chairman, has abstained from receiving commission from the Company and hence not stated.
question: What is the difference between the percentage increase in the median remuneration of employees and managerial remuneration for the financial year?
answer: 10.96
derivation: 14.66 - 3.70 
scale: percent
question: What is the average % increase in remuneration in the financial year for the Director, Chief Executive Officer, Chief Financial Officer and Company Secretary?
answer: 15.89
derivation: (5.00 + 4.76 + 7.50 + 28.31 + 24.88 + 22.58 + 18.23)/7 
scale: percent
question: What is the difference in ratio to median remuneration between the two Executive Directors?
answer: 72.29
derivation: 262.30 - 190.01 
question: What information does the second table column provide?
answer: The ratio of the remuneration of each director to the median remuneration of the employees of the Company
Questions and answers about page 2 of the financial report cal-maine-foods-inc_2019.pdf:

question: What is the net sales in 2019?
answer: 112,396
scale: thousand
question: What is the increase in net sales from 2018 to 2019?
answer: 4691
derivation: 112,396 - 107,705
scale: thousand
question: What is the average total assets in 3 years?
answer: 131465.67
derivation: (128,470 + 134,056 + 131,871) / 3
scale: thousand
question: What is the Return on Assets in 2019?
answer: 7.39
derivation: 9,490 / 128,470
scale: percent
question: Which method is used by the company to account for investments?
answer: investment using the cost method
question: What percentage each of Red River, Specialty Eggs, and Southwest Specialty Eggs is owned by the company?
answer: 50%
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: What was the main reason for the decrease in revenue?
answer: due to the adoption of ASC 606 in the beginning of our first quarter of fiscal 2019.
question: Why did deferred service revenue increase?
answer: driven by the impact of contract renewals, partially offset by amortization of deferred service revenue.
question: Which years does the table provide information for the breakdown of the company's deferred revenue?
answer: 2019
2018
question: What was the percentage change in service revenue between 2018 and 2019?
answer: 2.43
derivation: (11,709-11,431)/11,431
scale: percent
question: How many years did total reported deferred revenue exceed $15,000 million?
answer: 2
derivation: 2019##2018
question: What was the percentage change in the total product revenue between 2018 and 2019?
answer: -18.12
derivation: (6,758-8,254)/8,254
scale: percent
Questions and answers about page 1 of the financial report premier-foods-plc_2019.pdf:

question: What was the increase in the assets in the combined schemes in 2019?
answer: £177.1m
question: What was the increase in the liabilities in the combined schemes in 2019?
answer: £121.0m
question: What was the net present value of future-deficit payments?
answer: £300–320m
question: What was the change in equities from 2018 to 2019?
answer: -117
derivation: 179.5 - 296.5
scale: million
question: What was the average government bonds for 2018 and 2019?
answer: 1268.4
derivation: (1,490.4 + 1,046.4) / 2
scale: million
question: What was the change in the corporate bonds from 2018 to 2019?
answer: 6.2
derivation: 26.9 - 20.7
scale: million
Questions and answers about page 1 of the financial report roper-technologies_2019.pdf:

question: How is basic earning per share calculated?
answer: using net earnings and the weighted-average number of shares of common stock outstanding during the respective year
question: How many outstanding stock options would have been antidilutive for fiscal years 2017 and 2018, respectively?
answer: 0.478
0.724
question: How are the effects of potential common stock determined?
answer: using the treasury stock method
question: What is the average of basic weighted-average shares outstanding from 2017 to 2019?
answer: 103.1
derivation: (103.9+103.2+102.2)/3 
question: What is the proportion of basic over diluted weighted-average shares outstanding in 2017?
answer: 0.99
derivation: 102.2/103.5 
question: What is the change in Diluted weighted-average shares outstanding between 2018 and 2019?
answer: 0.7
derivation: 105.1-104.4
Questions and answers about page 1 of the financial report mitek-systems_2019.pdf:

question: What does intangible assets include?
answer: the value assigned to completed technologies, customer relationships, and trade names
question: What is the range of the estimated useful lives of the intangible assets?
answer: two to seven years
question: What are the costs of completed technologies and customer relationships in 2019, respectively?
answer: $20,341
17,628
scale: thousand
question: Which intangible assets have the highest proportion of accumulated amortization over cost in 2019?
answer: Trade names
derivation: (377/618)>(6,701/17,628)>(7,104/20,341) = 0.61>0.38>0.35
question: What is the percentage constitution of the cost of customer relationships among the total cost of the total intangible assets in 2019?
answer: 45.68
derivation: 17,628/38,587
scale: percent
question: What is the average net value of the three categories of intangible assets in 2019?
answer: 8135
derivation: (13,237+10,927+241)/3 
scale: thousand

Questions and answers about page 1 of the financial report mitek-systems_2019.pdf:

question: What segment do expenditures for repairs and maintenance belong to?
answer: operations
question: What are the total depreciation and amortization of property and equipment for the fiscal year 2018 and 2019, respectively?
answer: $0.6 million
$1.4 million
question: What does the table provide for us?
answer: a summary of property and equipment as of September 30, 2019 and 2018
question: What is the average of total repairs and maintenance expenses from 2017 to 2019?
answer: 0.13
derivation: (0.1+0.1+0.2)/3 
scale: million
question: What is the percentage change of net total property and equipment from 2018 to 2019?
answer: -9.3
derivation: (4,231-4,665)/4,665 
scale: percent
question: What is the proportion of the total value of leasehold improvements and equipment over the total value of property and equipment at cost in 2019?
answer: 0.8
derivation: (3,575+3,041)/8,230
Questions and answers about page 2 of the financial report teekay-corporation_2019.pdf:

question: What is the Net deferred tax assets in 2019?
answer: 2,602
scale: thousand
question: How much is the estimated disallowed finance costs in Spain and Norway at December 31, 2019 respectively?
answer: $15.1 million
$15.0 million
question: Which subsidiaries are subject to income taxes?
answer: the Company’s U.K. and Norwegian subsidiaries are subject to income taxes.
question: What is the change in Deferred tax assets: Vessels and equipment from December 31, 2019 to December 31, 2018?
answer: -4222
derivation: 1,646-5,868
scale: thousand
question: What is the change in Deferred tax assets: Tax losses carried forward and disallowed finance costs from December 31, 2019 to December 31, 2018?
answer: 8099
derivation: 164,009-155,910
scale: thousand
question: What is the change in Deferred tax assets: Other from December 31, 2019 to December 31, 2018?
answer: 9129
derivation: 19,674-10,545
scale: thousand
Questions and answers about page 1 of the financial report a10-networks-inc_2019.pdf:

question: What is the company's domestic loss in 2019?
answer: $(20,345)
scale: thousand
question: What is the company's domestic loss in 2018?
answer: $(29,658)
scale: thousand
question: What is the company's domestic loss in 2017?
answer: $(13,752)
scale: thousand
question: What is the company's total loss before income taxes between 2017 to 2019?
answer: -52492
derivation: $(16,412) + $(26,535) + $(9,545)
scale: thousand
question: What is the company's change in foreign income between 2018 and 2019?
answer: 25.94
derivation: (3,933 - 3,123)/3,123 
scale: percent
question: What is the company's total domestic loss between 2017 to 2019?
answer: -63755
derivation: $(20,345) + $(29,658) + $(13,752) 
scale: thousand
Questions and answers about page 1 of the financial report bce-inc_2019.pdf:

question: What are the favourable impact from the adoption of IFRS 16?
answer: Continued effective cost containment
Lower pension expenses reflecting reduced DB costs
question: What is the % change in operating costs from 2018 to 2019?
answer: 0.1%
question: What is the % change in the adjusted EBITDA margin from 2018 to 2019?
answer: 0.4 pts
question: What is the sum of the adjusted EBITDA in 2018 and 2019?
answer: 10735
derivation: 5,414+5,321
question: What is the sum of the operating costs in 2018 and 2019?
answer: -13888
derivation: -6,942+-6,946
question: What is the percentage of the 2019 adjusted EBITDA over the sum of the adjusted EBITDA in 2018 and 2019? 
answer: 50.43
derivation: 5,414/(5,414+5,321)
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 the company's shares reserved for issuance?
answer: 2019
2018
question: What was the amount of Employee stock options and awards outstanding in 2018?
answer: 12,060
scale: thousand
question: What was the amount of Total shares reserved for issuance in 2019?
answer: 29,002
scale: thousand
question: How many years did 2013 Equity Incentive Plan shares available for grant exceed $5,000 thousand?
answer: 2
derivation: 2019##2018
question: What was the change in the 2014 Employee Stock Purchase Plan between 2018 and 2019?
answer: 4720
derivation: 10,085-5,365
scale: thousand
question: What was the percentage change in the Total shares reserved for issuance between 2018 and 2019?
answer: 5.92
derivation: (29,002-27,382)/27,382
scale: percent