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

question: How was basic earnings per share computed?
answer: based on the weighted average number of shares outstanding during the period, excluding unvested restricted stock
question: How was diluted earnings per share computed?
answer: based on the weighted average number of shares outstanding during the period increased by the effect of dilutive employee stock awards, including stock options, restricted stock awards and stock purchase plan contracts, using the treasury stock method
question: In which years was earnings per share provided in the table?
answer: 2019
2018
2017
question: In which year was the Dilutive effect of employee stock awards largest?
answer: 2017
derivation: 290>279>161
question: What was the change in Dilutive effect of employee stock awards in 2019 from 2018?
answer: -118
derivation: 161-279
scale: thousand
question: What was the percentage change in Dilutive effect of employee stock awards in 2019 from 2018?
answer: -42.29
derivation: (161-279)/279
scale: percent
Questions and answers about page 1 of the financial report asm-international-nv_2019.pdf:

question: What does cost of warranty include?
answer: the cost of labor and materials to repair a product during the warranty period
question: How are warranty costs estimated?
answer: based on actual historical expenses incurred and on estimated future expenses related to current sales, and are updated periodically
question: For what years are the costs of warranty information provided?
answer: 2018
2019
question: Which year had a larger difference in the balance between the start and the end of the year?
answer: 2019
derivation: 2018:(7,955-6,562=1,393); 2019:(16,424-7,955=8,469)
question: What is the percentage change in balance at end of year from 2018 to 2019?
answer: 106.46
derivation: (16,424-7,955)/7,955
scale: percent
question: What is the change in balance at start of year from 2018 to 2019?
answer: 1393
derivation:  7,955 - 6,562
Questions and answers about page 2 of the financial report cts-corporation_2019.pdf:

question: Which years does the table provide information for the company's Other income and expense items?
answer: 2019
2018
question: What was the primary reason for interest expense increase?
answer: mainly as a result of an increase in debt related to the QTI acquisition.
question: What was Other expense in 2019 principally driven by?
answer: foreign currency translation losses, mainly due to the appreciation of the U.S. Dollar compared to the Chinese Renminbi and Euro, as well as an increase in pension expense.
question: What was the change in Other (expense) income between 2018 and 2019?
answer: 38
derivation: -2,638-(-2,676)
scale: thousand
question: Which years did Interest income exceed $1,500 thousand?
answer: 2
derivation: 2019##2018
question: What was the percentage change in interest income between 2018 and 2019?
answer: -4.87
derivation: (1,737-1,826)/1,826
scale: percent
Questions and answers about page 1 of the financial report black-knight-financial-services-inc_2019.pdf:

question: What does a contract asset represent to the company?
answer: our expectation of receiving consideration in exchange for products or services that we have transferred to our client.
question: What were the prepaid expenses in 2018?
answer: 43.9
scale: million
question: What were the Other current assets in 2019?
answer: 8.2
scale: million
question: What was the change in contract assets between 2018 and 2019?
answer: 4.7
derivation: 19.5-14.8
scale: million
question: How many years did prepaid expenses exceed $40.0 million?
answer: 1
derivation: 2018
scale: million
question: What was the percentage change in Other current assets between 2018 and 2019?
answer: -4.65
derivation: (8.2-8.6)/8.6
scale: percent
Questions and answers about page 1 of the financial report cogeco-inc_2019.pdf:

question: What was the reimbursement amount under the Canadian Revolving Facility during the second quarter of 2019?
answer: $65 million and US$35 million
question: What was the early reimbursement amount of Senior Unsecured Notes in the third quarter of 2018?
answer: US$400 million
question: What was the redemption premium in third quarter of 2018?
answer: $6.2 million redemption premium
question: What was the increase / (decrease) in the interest on long-term debt from 2018 to 2019?
answer: -2882
derivation: 176,798 - 179,680
scale: thousand
question: What was the average net foreign exchange gains between 2018 and 2019?
answer: -2439
derivation: - (2,744 + 2,134) / 2
scale: thousand
question: What was the increase / (decrease) in the amortization of deferred transactions costs from 2018 to 2019?
answer: -48
derivation: 1,836 - 1,884
scale: thousand
Questions and answers about page 1 of the financial report nortonlifelock-inc_2019.pdf:

question: What does the table show?
answer: summarizes the effect of adopting the above new accounting standards
question: What is the Opening balance as of March 31, 2018 for Accounts receivable, net?
answer: $809
scale: million
question: What is the Opening balance as of March 31, 2018 for Total assets?
answer: $16,574
scale: million
question: What is the percentage increase in Accounts receivable, net from Balance as of March 30, 2018 to Opening balance as of March 31, 2018?
answer: 2.97
derivation: 24/809
scale: percent
question: What is the percentage increase in Total assets from Balance as of March 30, 2018 to Opening balance as of March 31, 2018?
answer: 5.17
derivation: (73+742)/15,759
scale: percent
question: What is the percentage change in Total liabilities from Balance as of March 30, 2018 to Opening balance as of March 31, 2018?
answer: -1.15
derivation: -124/10,736
scale: percent
Questions and answers about page 1 of the financial report protagenic-therapeutics-inc_2019.pdf:

question: What is the weighted average remaining life of the outstanding warrants as at December 31, 2017?
answer: 4.69
question: What is the weighted average remaining life of the outstanding warrants as at December 31, 2018?
answer: 3.69
question: What is the weighted average remaining life of the outstanding warrants as at December 31, 2019?
answer: 2.69
question: What is the percentage change in the number of outstanding shares at December 31, 2018 and December 31, 2019?
answer: 0
derivation: (3,826,658 - 3,826,658)/3,826,658 
scale: percent
question: What is the difference in the number of outstanding shares as at December 31, 2017 and 2018?
answer: 0
derivation: 3,826,658 - 3,826,658 
question: Using the intrinsic value of the company's shares issuable under warrants, what is the value of each share?
answer: 0.95
derivation: 3,633,335/3,826,658
Questions and answers about page 1 of the financial report sap-ag_2019.pdf:

question: What was the total amount of Executive Board Compensation in 2019?
answer: 52,596
scale: thousand
question: What does the subtotal amount of compensation relate to?
answer: Portion of total executive compensation allocated to the respective year
question: In which years was the total compensation for Executive Board Members calculated?
answer: 2019
2018
2017
question: In which year was the amount Thereof defined-contribution largest?
answer: 2017
derivation: 889>856>769
question: What was the change in Thereof defined-contribution in 2019 from 2018?
answer: -87
derivation: 769-856
scale: thousand
question: What was the percentage change in Thereof defined-contribution in 2019 from 2018?
answer: -10.16
derivation: (769-856)/856
scale: percent
Questions and answers about page 1 of the financial report finjan-holding-inc_2019.pdf:

question: Where is revenue in 2019 derived from?
answer: license agreements that we entered into with third-parties following negotiations pursuant to our patent licensing and enforcement program
question: How much is litigation expenses in 2019 and what was the increase in litigation expenses between 2018 and 2019?
answer: $19.4 million
$3.0 million
question: What does cost of revenues comprise?
answer: contingent legal fees directly associated with our licensing and enforcement programs
question: What is the percentage change in revenue between 2018 and 2019?
answer: -83.96
derivation: (13.2-82.3)/82.3 
scale: percent
question: What is the value of litigation expenses in 2019 as a percentage of the 2019 gross profit?
answer: 171.68
derivation: 19.4/11.3 
scale: percent
question: What is the value of employee headcount related expenses as a percentage of the cost of revenues in 2019?
answer: 189.47
derivation: 3.6/1.9 
scale: percent
Questions and answers about page 1 of the financial report optimizerx-corporation_2019.pdf:

question: How many key partners that the Company had which 10% or greater of its revenue was generated in either 2019 or 2018?
answer: four
question: What are the amounts of revenue generated from Partner B in 2018 and 2019, respectively?
answer: 5,350,393
9,210,347
question: What are the amounts of revenue generated from Partner A in 2018 and 2019, respectively?
answer: 6,841,386
1,315,706
question: What is the percentage change in revenue generated from Partner C from 2018 to 2019?
answer: 56.77
derivation: (4,051,217-2,584,103)/2,584,103 
scale: percent
question: Which partner contributed the highest revenue to the Company in 2018?
answer: Partner A
derivation: 6,841,386>5,350,393>2,584,103>2,159,356
question: What is the average revenue generated from Partner D in the last 2 years, i.e. 2018 and 2019?
answer: 1583464.5
derivation: (1,007,573+2,159,356)/2
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: Which years does the table provide information for the breakdown of the company's product revenue by segment?
answer: 2019
2018
2017
question: What was the product revenue from Americas in 2017?
answer: 20,487
scale: million
question: What was the variance in dollars for the product revenue from EMEA for 2019 and 2018?
answer: 575
scale: million
question: What was the change in the product revenue from APJC between 2017 and 2018?
answer: 101
derivation: 5,950-5,849
scale: million
question: What was the change in the product revenue from Americas between 2017 and 2018?
answer: 601
derivation: 21,088-20,487
scale: million
question: What was the percentage change in the total revenue from all segments between 2017 and 2018?
answer: 2.81
derivation: (36,709-35,705)/35,705
scale: percent
Questions and answers about page 1 of the financial report international-business-machines-corp_2019.pdf:

question: What caused the total consolidated other (income) and expenses to decrease?
answer: The year-to-year change was primarily driven by: • Lower non-operating retirement-related costs ($957 million). Refer to “Retirement-Related Plans” for additional information. • Higher gains from divestitures ($833 million) reflected in Other; and • Higher net exchange gains (including derivative instruments) ($272 million). The company’s hedging programs help mitigate currency impacts in the Consolidated Income Statement.
question: What caused the Operating (non-GAAP) other (income) and expense to increase?
answer: The year-to-year change was primarily driven by the same factors excluding lower non-operating retirement-related costs.
question: What was the total Operating (non-GAAP) other (income) and expense in 2019?
answer: $(1,431)
scale: million
question: What was the increase / (decrease) in the Foreign currency transaction losses/(gains) from 2018 to 2019?
answer: 148
derivation: -279 - (-427)
scale: million
question: What is the increase / (decrease) in the interest income from 2018 to 2019?
answer: -85
derivation: -349 - (-264)
scale: million
question: What is the average Acquisition-related charges?
answer: 77
derivation: (154 + 0) / 2
scale: million
Questions and answers about page 1 of the financial report bce-inc_2019.pdf:

question: How is adjusted EBITDA defined?
answer: operating revenues less operating costs as shown in BCE’s consolidated income statements
question: How is adjusted EBITDA margin defined?
answer: adjusted EBITDA divided by operating revenues
question: What is the Net earnings for 2019?
answer: 3,253
question: What is the percentage of interest expense of finance costs in 2018?
answer: 93.55
derivation: 1,000/(1,000+69)
scale: percent
question: What is the change in the adjusted EBITDA margin in 2019?
answer: 1.6
derivation: 42.2%-40.6%
scale: percent
question: What is the total net earnings in 2018 and 2019?
answer: 6226
derivation: 3,253+2,973
Questions and answers about page 1 of the financial report cogeco-inc_2019.pdf:

question: Where is the activities of Canadian broadband services carried out?
answer: Québec and Ontario
question: Where is the activities of American broadband services carried out?
answer: 11 states: Connecticut, Delaware, Florida, Maine, Maryland, New Hampshire, New York, Pennsylvania, South Carolina, Virginia and West Virginia.
question: What are the services provided by Canadian and American broadband?
answer: a wide range of Internet, video and telephony services primarily to residential customers as well as business services across their coverage areas
question: What is the average Revenue between Canadian and American broadband services for year ended August 31, 2019?
answer: 1165910
derivation: (1,294,967+1,036,853)/ 2
scale: thousand
question: What are the average Operating expenses from Canadian and American broadband services for year ended August 31, 2019?
answer: 588747
derivation: (606,286+571,208 ) / 2
scale: thousand
question: What is the average Integration, restructuring and acquisition costs from Canadian and American broadband services for year ended August 31, 2019?
answer: 5575
derivation: (9,299+1,851) / 2
scale: thousand
Questions and answers about page 1 of the financial report frequency-electronics-inc_2019.pdf:

question: What is the size of the Long Island, NY and Garden Grove, CA facilities respectively in sq ft?
answer: 93,000
27,850
question: What is the size of the Tianjin, China and Northvale, NJ facilities respectively in sq ft?
answer: 28,000
9,000
question: When did the company enter into a new lease agreement for its Northvale, New Jersey facility?
answer: February 1, 2018
question: What is the difference in size between the Long Island, NY and Northvale, NJ facility in sq ft?
answer: 84000
derivation: 93,000-9,000
question: How many facilities are currently under lease?
answer: 4
derivation: Long Island, NY ## Garden Grove, CA ## Tianjin, China ## Northvale, NJ
question: What is the total size of all the four facilities leased by the company in sq ft?
answer: 157850
derivation: 93,000+27,850+28,000+9,000
Questions and answers about page 1 of the financial report csp-inc_2019.pdf:

question: How does the company sort its sales by?
answer: Geographic area
question: How does the company determine its sales by geographic area?
answer: Based on the location of where the products were shipped or services rendered
question: What percentage of the company's 2019 sales are from Asia?
answer: 3%
question: What is the percentage change in Asia sales between 2018 and 2019?
answer: 16.41
derivation: (2,483 - 2,133)/2,133 
scale: percent
question: What is the difference in total sales between 2018 and 2019?
answer: 6145
derivation: 79,061 - 72,916 
scale: thousand
question: What is the difference in total sales between TS Asia and TS Europe in 2019?
answer: 2639
derivation: 3,285-646 
scale: thousand
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: Which financial years' information is shown in the table?
answer: 2017
2018
2019
question: What information does the table show?
answer: The total remuneration of the Group’s auditors, PricewaterhouseCoopers LLP and other member firms of PricewaterhouseCoopers International Limited, for services provided to the Group during the year ended 31 March 2019
question: How much is the 2019 audit fees ?
answer: 17
scale: million
question: What is the average audit fees for 2018 and 2019?
answer: 19
derivation: (17+21)/2
scale: million
question: What is the average total fees for 2018 and 2019?
answer: 22.5
derivation: (19+26)/2
scale: million
question: What is the difference between the average audit fees and the average total fees for 2018 and 2019?
answer: -3.5
derivation: [(17+21)/2] - [(19+26)/2]
scale: million
Questions and answers about page 2 of the financial report sealed-air-corporation_2019.pdf:

question: What is the Total Cash Dividends Paid for 2017?
answer: $119.7
scale: million
question: What years are included in the table?
answer: 2017
2018
2019
question: What did the Board of Directors declare on February 13, 2020?
answer: a quarterly cash dividend of $0.16 per common share payable on March 20, 2020 to stockholders of record at the close of business on March 6, 2020.
question: What is the total cash dividends paid for 2019 expressed as percentage of the total cash dividends paid for all years?
answer: 30.81
derivation: 99.1/321.7
scale: percent
question: About how many common shares were there in total for all years?
answer: 502.66
derivation: 321.7/0.64
scale: million
question: Including the declared quarterly cash dividend on February 13, 2020, what is the Total Cash Dividends Paid as of February 21, 2020 in dollars?
answer: 346.5
derivation: 321.7+24.8
scale: million
Questions and answers about page 1 of the financial report nokia-corporation_2019.pdf:

question: Nokia Techonologies IPR and Licensing net sales are allocated to which country?
answer: Finland
question: What is the proposed dividend for financial year 2019? 
answer: 0.00
question: What is the Gross margin for year ending 2019?
answer: 35.7%
question: What is the increase / (decrease) in Gross profit from 2018 to 2019?
answer: -120
derivation: 8,326 - 8,446
scale: million
question: What is the average Profit/(loss) for the year in the last 3 years?
answer: -656
derivation: (18 - 549 - 1,437) / 3
scale: million
question: What is the percentage increase / (decrease) in Net cash and current financial investments from 2018 to 2019?
answer: -43.33
derivation: 1,730 / 3,053 - 1
scale: percent
Questions and answers about page 1 of the financial report netapp-inc_2019.pdf:

question: Which years does the table provide information for?
answer: 2019
2018
2017
question: What was the interest income in 2019?
answer: 88
scale: million
question: What was the interest expense in 2018?
answer: (62)
scale: million
question: How many years did interest income exceed $50 million?
answer: 2
derivation: 2019##2018
question: What was the change in interest expense between 2017 and 2018?
answer: -10
derivation: -62-(-52)
scale: million
question: What was the percentage change in Interest income between 2018 and 2019?
answer: 11.39
derivation: (88-79)/79
scale: percent
Questions and answers about page 1 of the financial report gaslog-ltd_2019.pdf:

question: What are the components of fees recorded?
answer: Audit fees
Tax fees
Audit-related fees
All other fees
question: What does audit fees represent?
answer: Compensation for professional services rendered for the audit of the consolidated financial statements of the Company and the audit of the financial statements for its individual subsidiary companies, fees for the review of the quarterly financial information, as well as in connection with the review of registration statements and related consents and comfort letters, and any other services required for SEC or other regulatory filings
question: How much are the fees related to equity and bond related transactions in 2019?
answer: $0.2 million
question: In which year was the audit fees lower?
answer: 2019
derivation: $1.7 < $1.8
question: What was the change in audit fees from 2018 to 2019?
answer: -0.1
derivation: $1.7 - $1.8 
scale: million
question: What was the percentage change in total fees from 2018 to 2019?
answer: -5.56
derivation: ($1.7 - $1.8)/$1.8 
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 Share-based compensation expense recognized in the financial statements by line item caption?
answer: 2019
2018
2017
question: What was the cost of product revenue in 2017?
answer: 333
scale: thousand
question: What was the amount of research and development in 2019?
answer: 10,443
scale: thousand
question: How many years did Cost of service revenue exceed $1,000 thousand?
answer: 2
derivation: 2019##2018
question: What was the change in cost of product revenue between 2018 and 2019?
answer: 280
derivation: 844-564
scale: thousand
question: What was the percentage change in Sales and marketing between 2017 and 2018?
answer: 131.44
derivation: (9,843-4,253)/4,253
scale: percent
Questions and answers about page 1 of the financial report opentext-corporation_2019.pdf:

question: Where are Cloud services and subscriptions revenues from?
answer: hosting arrangements where in connection with the licensing of software, the end user doesn’t take possession of the software, as well as from end-to-end fully outsourced business-to-business (B2B) integration solutions to our customers (collectively referred to as cloud arrangements)
question: What is Cost of Cloud services and subscriptions revenues comprised primarily of?
answer: third party network usage fees, maintenance of in-house data hardware centers, technical support personnel-related costs, and some third party royalty costs.
question: What years are included in the table?
answer: 2019
2018
2017
question: What is the average GAAP-based Cloud Services and Subscriptions Gross Margin %?
answer: 57.1
derivation: (57.7+56.1+57.5)/3
scale: percent
question: What is the percentage increase in the Cloud Services and Subscriptions for Americas for 2018 to 2019?
answer: 11.09
derivation: 61,553/555,223
scale: percent
question: What is the average annual GAAP-based Cloud Services and Subscriptions Gross Profit for the 3 years?
answer: 464757.33
derivation: (523,819+464,808+405,645)/3
scale: thousand
Questions and answers about page 1 of the financial report cts-corporation_2019.pdf:

question: What does the table show?
answer: contractual obligations as of December 31, 2019
question: What were the Operating lease payments for payments due in 2020?
answer: 4,467
question: What were the total contractual obligations?
answer: 155,643
question: What was the difference between total Operating lease payments and   Retirement obligations  payments ?
answer: 31163
derivation: 37,610-6,447
question: What was the difference between payments due in 2023-2024 between Long-term debt, including interest and  Operating lease payments ?
answer: 95090
derivation: 102,903-7,813
question: What was the percentage change in the total contractual obligations due between 2020 and 2021-2022?
answer: 100.09
derivation: (16,069-8,031)/8,031
scale: percent
Questions and answers about page 1 of the financial report tyson-foods-inc_2019.pdf:

question: Did the adoption of the new FASB issued guidances have a material impact on the firm's consolidated financial statements? 
answer: No
question: What guidance did the FASB issue in November 2016?
answer: In November 2016, the FASB issued guidance that requires entities to show the changes in the total of cash, cash equivalents, restricted cash and restricted cash equivalents in the statement of cash flows.
question: What guidance did the FASB issue in August 2016?
answer: In August 2016, the FASB issued guidance that aims to eliminate diversity in practice in how certain cash receipts and cash payments are presented and classified in the statement of cash flows.
question: What is the percentage change between the cost of sales previously reported in 2017 and 2018?
answer: 5.27
derivation: ($34,926-$33,177)/$33,177
scale: percent
question: What is the  percentage change between the cost of sales as recasted in 2017 and 2018?
answer: 5.3
derivation: ($34,956-$33,198)/$33,198
scale: percent
question: What is the difference between the operating income as recasted in 2017 and 2018?
answer: 3.8
derivation: ($3,032-$2,921)/$2,921
scale: percent