next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report united-micro-electronics-corp_2019.pdf:

question: What does the company culture emphasize on?
answer: Our culture emphasizes responsiveness to customer needs with a focus on flexibility, speed and accuracy throughout our manufacturing and delivery processes
question: What is the major portion of the operating revenue?
answer: wafers
question: What is the approach taken by the company to grow its business?
answer: Our customer oriented approach is especially evident in two types of services: customer design development services and manufacturing services.
question: What is the increase / (decrease) in the Fabless design companies from 2018 to 2019?
answer: -1.1
derivation: 91.3% - 92.4%
scale: percent
question: What is the average of Integrated device manufacturers?
answer: 8.43
derivation: (9.0% + 7.6% + 8.7%) / 3
scale: percent
question: What is the increase / (decrease) in the Integrated device manufacturers from 2017 to 2018?
answer: -1.4
derivation: 7.6% - 9.0%
scale: percent
Questions and answers about page 1 of the financial report cogeco-inc_2019.pdf:

question: What was the exchange rate in 2019?
answer: 1.3255 USD/CDN.
question: What was the exchange rate in 2018?
answer: 1.2773 USD/CDN.
question: What was the increase in 2019 operating expenses?
answer: 7.3%
question: What was the increase / (decrease) in Canadian broadband services from 2018 to 2019?
answer: -12600
derivation: 606,286 - 618,886
scale: thousand
question: What was the average American broadband services between 2018 and 2019?
answer: 524690
derivation: (571,208 + 478,172) / 2
scale: thousand
question: What was the increase / (decrease) in the Inter-segment eliminations and other from 2018 to 2019?
answer: 1919
derivation: 26,486 - 24,567
scale: thousand
Questions and answers about page 1 of the financial report advanced-energy_2019.pdf:

question: What was the cost of sales in 2019?
answer: (901)
scale: thousand
question: What was the Total operating expense in 2018?
answer: 96
scale: thousand
question: What was the Provision (benefit) for income taxes in 2018?
answer: 6
scale: thousand
question: What was the change in Provision (benefit) for income taxes between 2018 and 2019?
answer: 2288
derivation: 2,294-6
scale: thousand
question: What was the percentage change in Cost of sales between 2018 and 2019?
answer: 923.86
derivation: (-901-(-88))/-88
scale: percent
question: What was the percentage change in Income (loss) from discontinued operations, net of income taxes between 2018 and 2019?
answer: -22415.79
derivation: ($8,480-(-$38))/-$38
scale: percent
Questions and answers about page 1 of the financial report stmicroelectronics_2019.pdf:

question: What are Original Equipment Manufacturers?
answer: Original Equipment Manufacturers (“OEM”) are the end-customers to which we provide direct marketing application engineering support
question: What are Distribution customers?
answer: Distribution customers refers to the distributors and representatives that we engage to distribute our products around the world.
question: How much did the Distribution accounted for in the fourth quarter of total revenues?
answer: 28%
question: What is the average net revenues from OEM for the period December 31, 2019 and 2018?
answer: 70.5
derivation: (72+69) / 2
scale: percent
question: What is the average net revenues from Distribution for the period December 31, 2019 and 2018?
answer: 29.5
derivation: (28+31) / 2
scale: percent
question: What is the increase/ (decrease) in OEM from the period December 31, 2018 to 2019?
answer: 3
derivation: 72-69
scale: percent
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: How much is the 2019 trade receivables included within non-current assets?
answer: 197
scale: million
question: How much is the 2018 trade receivables included within non-current assets?
answer: 435
scale: million
question: How much is the 2019 contract assets included within non-current assets?
answer: 531
scale: million
question: What is the average trade receivables included within non-current assets?
answer: 316
derivation: (197+435)/2
scale: million
question: What is the average prepayments included in non-current assets?
answer: 484
derivation: (371+597)/2
scale: million
question: Which year has higher trade receivables included within non-current assets?
answer: 2018
derivation: 435>197
Questions and answers about page 1 of the financial report tencent_2019.pdf:

question: How much is the VAS segment revenue?
answer: 199,991
scale: million
question: How much is the VAS gross profit?
answer: 105,905
scale: million
question: How much is the VAS depreciation?
answer: 3,461
scale: million
question: How many percent of total segment revenues is the VAS segment revenue? 
answer: 53.01
derivation: 199,991/377,289
scale: percent
question: How many percent of total depreciation was the VAS depreciation?
answer: 28.13
derivation: 3,461/12,303
scale: percent
question: How many percent of total amortisation was the VAS amortisation?
answer: 52.91
derivation: 14,710/27,802
scale: percent
Questions and answers about page 1 of the financial report sunpower-corporation_2019.pdf:

question: What does the company's equity investments consist of?
answer: Consist of equity investments with readily determinable fair value, investments without readily determinable fair value, equity investments accounted for using the fair value option, and equity method investments.
question: What is the share of earnings from equity investments accounted for under the equity method reflected as?
answer: ‘‘Equity in earnings (losses) of unconsolidated investees’’ in our consolidated statements of operations
question: In which years is equity investments recorded for?
answer: 2019
2018
question: Which year is the total equity investment with fair value option higher?
answer: 2019
derivation: 17,500 > 8,831
question: What was the change in total equity method investments from 2018 to 2019?
answer: -8170
derivation: 26,658 - 34,828 
scale: thousand
question: What was the percentage change in total equity investments from 2018 to 2019?
answer: 155.49
derivation: ($226,602 - $88,694)/$88,694 
scale: percent
Questions and answers about page 1 of the financial report adtran-inc_2019.pdf:

question: What was the inventory reserve in 2019?
answer: $34.1 million
question: What was the Raw material inventory in 2019?
answer: 36,987
scale: thousand
question: What was the work in process inventory in 2019?
answer: 1,085
scale: thousand
question: What was the change in raw materials between 2018 and 2019?
answer: -8346
derivation: $36,987-$45,333
scale: thousand
question: What was the change in finished goods between 2018 and 2019?
answer: 7356
derivation: 60,233-52,877
scale: thousand
question: What was the percentage change in net total inventory between 2018 and 2019?
answer: -1.55
derivation: ($98,305-$99,848)/$99,848
scale: percent
Questions and answers about page 1 of the financial report international-business-machines-corp_2019.pdf:

question: How does the company utilizes certain of its financing receivables?
answer: The company utilizes certain of its financing receivables as collateral for nonrecourse borrowings.
question: What amount of Financing receivables pledged as collateral for borrowings in December 2018 and 2019?
answer: Financing receivables pledged as collateral for borrowings were $1,062 million and $710 million at December 31, 2019 and 2018, respectively.
question: Did the company have any financing receivables held for sale as of December 2019 and 2018.
answer: The company did not have any financing receivables held for sale as of December 31, 2019 and 2018.
question: What is the average Unearned income?
answer: 398.33
derivation: 1,195 / 3
scale: million
question: What is the average Recorded investment?
answer: 10384.33
derivation: 31,153 / 3
scale: million
question: How much is the difference between Unguaranteed and Guaranteed residual value of Investment in Sales-Type and Direct Financing Leases?
answer: 504
derivation: 589-85 
scale: million
Questions and answers about page 1 of the financial report finjan-holding-inc_2019.pdf:

question: What is the amount of cash and cash equivalents had by the company in 2018 and 2019 respectively?
answer: $43.3 million
$36.1 million
question: What is the amount authorised to be spent on the share repurchase program in 2018 and what is the remaining authorization in 2019?
answer: $10.0 million
$8.0 million
question: What are the respective cash & cash equivalents held by the company in 2018 and 2019 respectively?
answer: 32,011
18,304
scale: thousand
question: What is the percentage change in the cash & cash equivalents between 2018 and 2019?
answer: -42.82
derivation: (18,304 - 32,011)/32,011 
scale: percent
question: What is the percentage change in the short term investments between 2018 and 2019?
answer: 57.29
derivation: (17,779 - 11,303)/11,303 
scale: percent
question: What is the percentage change in the total liquidity and capital resources between 2018 and 2019?
answer: -16.69
derivation: (36,083 - 43,314)/43,314 
scale: percent
Questions and answers about page 1 of the financial report everbridge-inc_2019.pdf:

question: What was the income tax expense in 2019,2018 and 2017 respectively?
answer: $128,000
$143,000
$76,000
question: What was the accrued interest and penalties in 2019, 2018 and 2017 respectively?
answer: $22,000
$15,000
$11,000
question: What was the company's unremitted earnings in 2019?
answer: $0.6 million
question: What was the change in the Additions for current year tax positions from 2018 to 2019?
answer: -36
derivation: 106 - 142
scale: thousand
question: In which year was Interest and penalties less than 20 thousand?
answer: 2018
2017
derivation: locate and analyze Interest and Penalties in row 8
question: What was the average Reductions for prior year tax positions from 2017-2019?
answer: -4.67
derivation: -(0 + 14 + 0) / 3
scale: thousand
Questions and answers about page 1 of the financial report spirax-sarco-engineering-plc_2019.pdf:

question: Where can more details on each shares payment scheme be found?
answer: in the Annual Report on Remuneration 2019 on pages 102 to 132
question: What is the total expense recognised in Income Statement in 2019?
answer: 6.2
scale: million
question: What are the types of plans for the share-based payments offered to employees in the table?
answer: Performance Share Plan
Employee Share Ownership Plan
question: In which year was the amount for Employee Share Ownership Plan value larger?
answer: 2019
derivation: 1.1>1.0
question: What was the change in the amount for Performance Share Plan from 2018 to 2019?
answer: 0.4
derivation: 5.1-4.7
scale: million
question: What was the percentage change in the amount for Performance Share Plan from 2018 to 2019?
answer: 8.51
derivation: (5.1-4.7)/4.7
scale: percent
Questions and answers about page 1 of the financial report extreme-networks-inc_2019.pdf:

question: What was the net revenues in September 30, 2018?
answer: 239,886
scale: thousand
question: What was the gross profit in June 30, 2019?
answer: 138,946
scale: thousand
question: What was the basic net (loss) income per share in December 31, 2018?
answer: 0.06
question: What was the change in the net revenues between March 31 and June 30, 2019?
answer: 1495
derivation: 252,359-250,864
scale: thousand
question: What was the change in the gross profit between September 30 and December 31, 2018?
answer: 9228
derivation: 141,299-132,071
scale: thousand
question: What was the percentage change in the net (loss) income between March 31 and June 30, 2019?
answer: 146.03
derivation: (-17,055+6,932)/-6,932
scale: percent
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: What are trade receivables?
answer: amounts due from customers for services performed in the ordinary course of business
question: What does accrued income relate to?
answer: the Group’s rights to consideration for services provided but not invoiced at the reporting date.
question: What are the components factored in when calculating the net trade receivables?
answer: Trade receivables
Less: provision for impairment of trade receivables
question: What was the change in Prepayments in 2019 from 2018?
answer: 0.2
derivation: 2.9-2.7
scale: million
question: What was the percentage change in Prepayments in 2019 from 2018?
answer: 7.41
derivation: (2.9-2.7)/2.7
scale: percent
question: In which year was total trade receivables larger?
answer: 2019
derivation: 56.1>54.9
Questions and answers about page 1 of the financial report formfactor_2019.pdf:

question: How much is the valuation allowance maintained As of December 28, 2019?
answer: $36.6 million
question: What is the change in Provision (benefit) for income taxes from Fiscal Year Ended December 28, 2019 to December 29, 2018?
answer: 81826
derivation: 11,717-(70,109)
scale: thousand
question: What is the change in Provision (benefit) for income taxes from Fiscal Year Ended December 29, 2018 to December 30, 2017?
answer: -71402
derivation: (70,109)-1,293
scale: thousand
question: In which year was Provision (benefit) for income taxes greater than 10,000 thousands?
answer: 2019
derivation: locate and analyze Provision (benefit) for income taxes in row 4
question: What was the Effective tax rate in 2018 and 2017 respectively?
answer: (206.6) %
3.1 %
scale: percent
question: What was the reduction to valuation allowance in 2018?
answer: $75.8 million
Questions and answers about page 1 of the financial report te-connectivity-ltd_2019.pdf:

question: In which years was the basic earnings per share calculated for?
answer: 2019
2018
2017
question: What was used in the computations of basic and diluted earnings per share?
answer: The weighted-average number of shares outstanding
question: What are the types of earnings per share analyzed in the table?
answer: Basic
Diluted
question: Which year was the basic earnings per share the largest?
answer: 2017
derivation: 355>350>338
question: What was the change in Dilutive impact of share-based compensation arrangements in 2019 from 2018?
answer: -1
derivation: 2-3
scale: million
question: What was the percentage change in Dilutive impact of share-based compensation arrangements in 2019 from 2018?
answer: -33.33
derivation: (2-3)/3
scale: percent
Questions and answers about page 1 of the financial report vmware-inc_2019.pdf:

question: What did the Senior Notes consists of?
answer: principal and interest payments on the Senior Notes
question: What was the total term loans?
answer: 1,500
scale: million
question: What were the total future lease commitments?
answer: 1,202
scale: million
question: What was the difference between total Senior Notes and total Notes payable to Dell?
answer: 4269
derivation: 4,552-283
scale: million
question: What was the difference between total Term Loans and total Future Lease Commitments?
answer: 298
derivation: 1,500-1,202
scale: million
question: What was the total Senior Notes as a percentage of total contractual obligations?
answer: 51.56
derivation: 4,552/8,829
scale: percent
Questions and answers about page 1 of the financial report cogeco-inc_2019.pdf:

question: How many months of MetroCast operations are included in 2018?
answer: eight months
question: How much was the net cash consideration in 2019?
answer: $720 million
question: What is the company's projection for EBITDA?
answer: EBITDA should continue to decline as a result of growing adjusted EBITDA and a projected reduction in net indebtedness from generated free cash flow.
question: What was the increase / (decrease) in the Average cost of indebtedness from 2019 to 2020?
answer: 0
derivation: 4.4% - 4.4%
scale: percent
question: What was the average Net indebtedness / adjusted EBITDA for Fiscal 2019 and 2020?
answer: 2.45
derivation: (2.3 + 2.6) / 2
scale: percent
question: What was the increase / (decrease) in the Average term: long-term debt (in years) from 2018 to 2019?
answer: -0.8
derivation: 4.9 - 5.7
scale: percent
Questions and answers about page 1 of the financial report gaslog-ltd_2019.pdf:

question: What are the two components of the share based compensation?
answer: RCUs
PCUs
question: What was the number of awards of RCUs granted during the year in 2018?
answer: 24,608
scale: thousand
question: What was the number of awards of PCUs granted during the year in 2018?
answer: 24,608
scale: thousand
question: In which year was the total expense recognized in respect of share-based compensation the highest?
answer: 2018
derivation: $5,216 > $5,107 > $4,565
question: What was the change in total expense recognized from 2017 to 2018?
answer: 651
derivation: $5,216 - $4,565 
scale: thousand
question: What was the percentage change in total accrued cash distribution from 2018 to 2019?
answer: -7.04
derivation: ($1,176- $1,265)/$1,265 
scale: percent
Questions and answers about page 2 of the financial report travelzoo_2019.pdf:

question: What is the cash and cash equivalents as of December 31, 2019 and 2018 respectively?
answer: $19,505
$18,017
scale: thousand
question: What is the restricted cash amount as of December 31, 2019 and 2018 respectively?
answer: 1,205
1,444
scale: thousand
question: What does restricted cash primarily relate to?
answer: refundable deposits and funds held in escrow
question: What is the change in the cash and cash equivalents between 2019 and 2018?
answer: 1488
derivation: 19,505-18,017
scale: thousand
question: What is the average restricted cash amount in 2018 and 2019?
answer: 1324.5
derivation: (1,205+1,444)/2
scale: thousand
question: Which year has the higher amount of cash and cash equivalents?
answer: 2019
derivation: Look at COL3 and COL4 , and compare the values at Row 2
Questions and answers about page 1 of the financial report verizon-communications-inc_2019.pdf:

question: How much was the Cost of services in 2019?
answer: $10,655
scale: million
question: How much was the Cost of Wireless Equipment in 2019?
answer: 4,733
scale: million
question: How much was the Selling, General and Administrative Expense in 2019?
answer: 8,188
scale: million
question: What is the change in Cost of services from 2018 to 2019?
answer: -204
derivation: 10,655-10,859
scale: million
question: What is the change in Cost of wireless equipment from 2018 to 2019?
answer: 173
derivation: 4,733-4,560
scale: million
question: What is the change in Selling, general and administrative expense from 2018 to 2019?
answer: 499
derivation: 8,188-7,689
scale: million
Questions and answers about page 1 of the financial report alarmcom-holdings-inc_2019.pdf:

question: How much was the provision for doubtful accounts in 2019?
answer: $1.2 million
scale: million
question: Which years does the table provide information for accounts receivable, net for?
answer: 2019
2018
question: What was the reduction to the reserve for product returns in 2019?
answer: $0.1 million
scale: million
question: What was the change in Accounts receivable between 2018 and 2019?
answer: 27182
derivation: 80,032-52,850
scale: thousand
question: How many years did net accounts receivable exceed $50,000 thousand?
answer: 1
derivation: 2019
question: What was the percentage change in allowance for product returns between 2018 and 2019?
answer: -43.86
derivation: (-1,075+1,915)/-1,915
scale: percent
Questions and answers about page 1 of the financial report stmicroelectronics_2019.pdf:

question: What was the fair value of the shares vested in 2019?
answer: $114 million
question: What was the compensation cost excluding payroll tax and social contribution, capitalised as a part of inventory as of 31 December 2019?
answer: $6 million
question: What was the total deferred income tax benefit recognized in 019?
answer: $9 million
question: What was the increase ./ (decrease) in the cost of sales from 2018 to 2019?
answer: -1
derivation: 22 - 23
scale: million
question: What was the average of Selling, general and administrative?
answer: 48
derivation: (46 + 67 + 31) / 3
scale: million
question: What was the percentage increase / (decrease) in the Research and development from 2018 to 2019?
answer: 120
derivation: 77 / 35 - 1
scale: percent
Questions and answers about page 1 of the financial report nielsen-nv_2019.pdf:

question: What was the cause of the increase in the contract assets balance?
answer: due to $203 million of revenue recognized that was not billed, in accordance with the terms of the contracts, as of December 31, 2019, offset by $193 million of contract assets included in the December 31, 2018 balance that were invoiced to Nielsen’s clients and therefore transferred to trade receivables
question: What was the cause of the decrease in contract liability balance?
answer: due to $326 million of advance consideration received or the right to consideration that is unconditional from customers for which revenue was not recognized during the period, offset by $337 million of revenue recognized during the period that had been included in the December 31, 2018 contract liability balance
question: What is the contract assets for the year ended December 31, 2019?
answer: 218
scale: million
question: What is the percentage change in the contract assets from 2018 to 2019?
answer: 3.81
derivation: (218-210)/210
scale: percent
question: What is the percentage change in the contract liabilities from 2018 to 2019?
answer: -3.62
derivation: (346-359)/359
scale: percent
question: What is the change in the contract assets from 2018 to 2019?
answer: 8
derivation: 218-210
scale: million
Questions and answers about page 1 of the financial report on-semiconductor_2019.pdf:

question: How much Revenue was recognized for sales agreements for the years ended December 31, 2019 and 2018 respectively?
answer: $5,492.0 million
$5,849.0 million
question: How much Revenue was recognized for product development agreements for the years ended December 31, 2019 and 2018 respectively?
answer: $25.9 million
$29.3 million
question: What are the three operating and reportable segments?
answer: PSG
ASG
ISG.
question: What is the change in PSG Revenue from external customers from year ended December 31, 2018 to 2019?
answer: -249.9
derivation: 2,788.3-3,038.2
scale: million
question: What is the change in ASG Revenue from external customers from year ended December 31, 2018 to 2019?
answer: -98.9
derivation: 1,972.3-2,071.2
scale: million
question: What is the average PSG Revenue from external customers for year ended December 31, 2018 to 2019?
answer: 2913.25
derivation: (2,788.3+3,038.2) / 2
scale: million
Questions and answers about page 1 of the financial report sykes-enterprises-incorporated_2019.pdf:

question: What is the number of Basic Weighted average common shares outstanding in 2019?
answer: 41,649
scale: thousand
question: What is the number of Total weighted average diluted shares outstanding in 2018?
answer: 42,246
scale: thousand
question: In which years is the Total weighted average diluted shares outstanding calculated?
answer: 2019
2018
2017
question: In which year was the Anti-dilutive shares excluded from the diluted earnings per share calculation largest?
answer: 2019
derivation: 69>46>46
question: What was the change in the Anti-dilutive shares excluded from the diluted earnings per share calculation in 2019 from 2018?
answer: 25
derivation: 69-44
scale: thousand
question: What was the percentage change in the Anti-dilutive shares excluded from the diluted earnings per share calculation in 2019 from 2018?
answer: 56.82
derivation: (69-44)/44
scale: percent
Questions and answers about page 1 of the financial report altium-limited_2019.pdf:

question: What are the LTI performance hurdles in 2019?
answer: 50% Revenue
50% EPS
question: What is the share price  in 2019?
answer: $34.2
question: What are the STI performance hurdles in 2019?
answer: 70% Revenue
30% EBITDA
question: What is the percentage change in the revenue from 2018 to 2019?
answer: 22.57
derivation: (171,819-140,176)/140,176
scale: percent
question: What is the percentage change in profits from 2018 to 2019?
answer: 41.09
derivation: (52,893-37,489)/37,489
scale: percent
question: What is the percentage change in EBITDA from 2017 to 2018?
answer: 34.93
derivation: (44,869-33,254)/33,254
scale: percent