next-tat/TAT-DQA huggingface dataset:
Questions and answers about page 1 of the financial report mimecast-limited_2019.pdf:

question: What are the principal sources of liquidity?
answer: cash and cash equivalents, investments and accounts receivable.
question: What was the net proceeds raised in 2015?
answer: $68.3 million
question: What was the Net cash provided by operating activities in 2019, 2018 and 2017 respectively?
answer: $66,235
$46,412
$32,514
scale: thousand
question: What was the change in the Net cash provided by operating activities from 2018 to 2019?
answer: 19823
derivation: 66,235 - 46,412
scale: thousand
question: What was the average Net cash used in investing activities between 2017 to 2019?
answer: -80319.33
derivation: -(121,324 + 35,019 + 84,615) / 3
scale: thousand
question: In which year was Net cash provided by (used in) financing activities less than 25,000 thousands?
answer: 2018
2017
derivation: locate and analyze Net cash provided by (used in) financing activities in row 6
Questions and answers about page 1 of the financial report kemet-corporation_2019.pdf:

question: What did Pension and other post-retirement benefits reflect?
answer: expected benefit payments through fiscal year 2029.
question: What were the total debt obligations?
answer: 305,927
scale: thousand
question: What were the interest obligations that had payments due more than 5 years?
answer: 1,907
scale: thousand
question: What was the difference in the total between Employee separation liability and Restructuring liability?
answer: 5459
derivation: 7,640-2,181
scale: thousand
question: What was the difference between the payments due by Year 1 between Interest obligations and operating lease obligations?
answer: 4572
derivation: 10,898-6,326
scale: thousand
question: What were the total debt obligations as a percentage of the total contractual obligations?
answer: 55.14
derivation: 305,927/554,834
scale: percent
Questions and answers about page 1 of the financial report atlassian-corp-plc_2019.pdf:

question: What was the increase of maintenance revenues from fiscal year ended 2018 to 2019?
answer: $68.0 million
question: What was the main reason for the increase in maintenance revenues?
answer: Growing renewal of software maintenance contracts from our customers related to our perpetual license software offerings.
question: What was the increase of perpetual license revenues from fiscal year ended 2018 to 2019?
answer: $10.4 million
question: For fiscal year ended 2019, what is the difference in subscription revenue and maintenance revenue?
answer: 239424
derivation: 633,950-394,526
scale: thousand
question: For fiscal year ended 2018, what is the percentage constitution of perpetual license among the total revenue?
answer: 9.44
derivation: 83,171/880,978
scale: percent
question: What is the average maintenance revenues for fiscal year ended 2018 and 2019?
answer: 360518.5
derivation: (394,526+326,511)/2
scale: thousand
Questions and answers about page 1 of the financial report spirax-sarco-engineering-plc_2019.pdf:

question: How were the voting rights in the table determined?
answer: in accordance with the requirements of the UK Listing Authority’s Disclosure and Transparency Rules DTR 5
question: What do the voting rights in the table represent?
answer: 3% or more of the voting rights attached to issued shares in the Company as at 28th February 2020 and 31st December 2019
question: What are the companies under substantial shareholdings in the table?
answer: The Capital Group Companies, Inc.
Sun Life Financial, Inc.
BlackRock, Inc.
Fiera Capital Corporation
APG Groep N.V.
The Vanguard Group, Inc.
question: Which company has the largest % of issued share capital as at 28.02.20?
answer: The Capital Group Companies, Inc.
derivation: 8.9%>7.4%>6.7%>6.5%>5.5%>3.6%
question: What was the change in the number of ordinary shares for BlackRock, Inc. in 2020 from 2019?
answer: 289586
derivation: 4,913,790-4,624,204
question: What was the percentage change in the number of ordinary shares for BlackRock, Inc. in 2020 from 2019?
answer: 6.26
derivation: (4,913,790-4,624,204)/4,624,204
scale: percent
Questions and answers about page 1 of the financial report kemet-corporation_2019.pdf:

question: Which years does the table provide information for the cash and cash equivalents for the company? 
answer: 2019
2018
2017
question: What was the Net cash provided by (used in) investing activities in 2018?
answer: 102,364
scale: thousand
question: What was the Net cash provided by (used in) financing activities in 2017?
answer: (125)
scale: thousand
question: Which years did Net cash provided by operating activities exceed $100,000 thousand?
answer: 2019
2018
derivation: (2019:131,731),(2018:120,761)
question: What was the change in Net cash provided by financing activities between 2017 and 2018?
answer: -55673
derivation: -55,798-(-125)
scale: thousand
question: What was the percentage change in the Net increase in cash, cash equivalents, and restricted cash between 2018 and 2019?
answer: -144.57
derivation: (-78,928-177,072)/177,072
scale: percent
Questions and answers about page 2 of the financial report centurylink-inc_2019.pdf:

question: Where are the items not recognized as a component of net periodic benefits expense recorded?
answer: on our consolidated balance sheets in accumulated other comprehensive loss
question: The table presents cumulative items not recognized as a component of net periodic benefits expense as of which years?
answer: 2018
2019
question: What is the Net actuarial (loss) gain for 2019?
answer: (3,046)
scale: million
question: Which year has a larger prior service benefit (cost) under pension plans?
answer: 2019
derivation: 46<47
question: What is the change in the deferred income tax benefit (expense) for pension plans in 2019 from 2018?
answer: 16
derivation: 770-754
scale: million
question: What is the percentage change in the deferred income tax benefit (expense) for pension plans in 2019 from 2018?
answer: 2.12
derivation: (770-754)/754
scale: percent
Questions and answers about page 2 of the financial report allscripts-healthcare-solutions-inc_2019.pdf:

question: What was the exchange amount in cash for the Class A Common Units of Netsmart?
answer: $566.6 million
question: What was the Total revenue in 2018?
answer: 345,231
scale: thousand
question: What was the Client services revenue in 2018?
answer: 131,166
scale: thousand
question: What is the change in the Client services revenue from 2017 to 2018?
answer: 20736
derivation: 131,166 - 110,430
scale: thousand
question: What is the average Total cost of revenue for 2017-2018?
answer: 326932.5
derivation: (345,231 + 308,634) / 2
scale: thousand
question: What is the percentage change in the Gross profit from 2017 to 2018?
answer: 4.92
derivation: 156,713 / 149,362 - 1
scale: percent
Questions and answers about page 1 of the financial report csg-systems-international-inc_2019.pdf:

question: What are the customers that represent 10% or more of the company's revenue in 2019?
answer: Comcast
Charter
question: What is the total revenue earned from Comcast in 2018 and 2019?
answer: 450
derivation: $(229 + 221) 
scale: million
question: What is the average revenue earned by Comcast between 2018 and 2019?
answer: 225
derivation: $(229 + 221)/2 
scale: million
question: What is the company's R&D expenses in 2018?
answer: $128.0 million
question: Who does the company work with?
answer: Leading communication service providers located around the world
question: How many companies individually account for 10% or more of the revenue of the company in 2019? 
answer: 2
derivation: Comcast##Charter
Questions and answers about page 1 of the financial report siemens-ag_2019.pdf:

question: What was the rationale for decline in the orders for digital industries?
answer: due to lower demand in the short-cycle factory automation and motion control businesses, which faced increasingly adverse market conditions during the course of the fiscal year, particularly in the automotive and machine building industries.
question: What was the severance charge in 2019?
answer: Severance charges were € 92 million in fiscal 2019
question: What was the impact of positive development of raw material prices on discrete industries?
answer: discrete industries faced headwinds from low demand including destocking effects
question: What was the average revenue in 2019 and 2018?
answer: 15837
derivation: (16,087 + 15,587) / 2
scale: million
question: What is the increase / (decrease) in the Adjusted EBITDA margin from 2018 to 2019?
answer: -0.7
derivation: 17.9% - 18.6%
scale: percent
question: What percentage of revenue is software business comprised of in 2019?
answer: 25.11
derivation: 4,039 / 16,087
scale: percent
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: What does the Weighted average actuarial assumptions consist of?
answer: Rate of inflation
Rate of increase in salaries
Discount rate
question: How much is the 2019 rate of inflation?
answer: 2.9
scale: percent
question: How much is the 2018 rate of inflation?
answer: 2.9
scale: percent
question: What is the 2019 average rate of inflation?
answer: 2.9
derivation: (2.9+2.9)/2
scale: percent
question: What is the 2019 average rate of increase in salaries?
answer: 2.7
derivation: (2.7+2.7)/2
scale: percent
question: What is the difference between 2019 average rate of inflation and 2019 average rate of increase in salaries?
answer: 0.2
derivation: [(2.9+2.9)/2] - [(2.7+2.7)/2]
scale: percent
Questions and answers about page 1 of the financial report teradyne-inc_2019.pdf:

question: How is the carrying value of inventory assessed?
answer: on a quarterly basis by estimating future demand and comparing that demand against on-hand and on-order inventory positions.
question: What are the types of gross profit in the table?
answer: Product gross profit
Service gross profit
question: In which years was the  breakout of product and service gross profit provided?
answer: 2019
2018
question: In which year was service gross profit larger?
answer: 2019
derivation: 234.2>217.9
question: What was the percentage change in service gross profit from 2018 to 2019?
answer: 7.48
derivation: (234.2-217.9)/217.9
scale: percent
question: What was the percentage change in product gross profit from 2018 to 2019?
answer: 10.28
derivation: (1,105.6-1,002.5)/1,002.5
scale: percent
Questions and answers about page 1 of the financial report amcon-distributing-company_2019.pdf:

question: How many shares of its common stock did the company repurchase in fiscal 2019 and fiscal 2018, respectively?
answer: 75,113
74,880
question: How much did the company pay to repurchase shares of its common stock during fiscal 2019 and fiscal 2018, respectively?
answer: $7.5 million
$7.7 million
question: What is the total number of shares purchased by the company in August and September 2019 respectively?
answer: 39,769
91
question: What is the percentage change in the shares of common stock repurchased between fiscal 2018 and 2019?
answer: 0.31
derivation: (75,113 - 74,880)/74,880 
scale: percent
question: What is the percentage change in the amount paid by the company to purchase its common stock during 2018 and 2019?
answer: -2.6
derivation: (7.5 - 7.7)/7.7 
scale: percent
question: What is the percentage change in the number of shares (or units) purchased by the company between August and September 2019?
answer: -99.77
derivation: (91 - 39,769)/39,769 
scale: percent
Questions and answers about page 1 of the financial report calamp-corp_2019.pdf:

question: What did ThinxNet do in August 2018?
answer: commenced a subsequent financing transaction to raise additional funds for working capital purposes.
question: How much was deferred compensation in 2019?
answer: 6,413
scale: thousand
question: How much was deferred product cost in 2019?
answer: 10,094
scale: thousand
question: What was the change in investment in international licenses from 2018 to 2019?
answer: 86
derivation: (2,349-2,263)
scale: thousand
question: What was the percentage change in product costs from 2018 to 2019?
answer: 186.52
derivation: (10,094-3,523)/3,523
scale: percent
question: How much do the top 3 assets add up to in 2018?
answer: 12978
derivation: (5,641+3,814+3,523)
scale: thousand
Questions and answers about page 1 of the financial report spirax-sarco-engineering-plc_2019.pdf:

question: What does the ROIC measure?
answer: the after tax return on the total capital invested in the business
question: How is the ROIC calculated?
answer: adjusted operating profit after tax divided by average invested capital
question: What are the components factored in when calculating the total invested capital?
answer: Total equity
Net debt
question: In which year was the amount of adjusted operating profit after tax (excluding IFRS 16) larger?
answer: 2019
derivation: 201.2>191.8
question: What is the change in net debt in 2019 from 2018?
answer: 98.3
derivation: 334.1-235.8
scale: million
question: What is the percentage change in net debt in 2019 from 2018?
answer: 41.69
derivation: (334.1-235.8)/235.8
scale: percent
Questions and answers about page 1 of the financial report george-weston-limited_2019.pdf:

question: What is the basis for evaluation of cash generating capabilities of GWL?
answer: based on the various cash flow streams it receives from its operating subsidiaries.
question: What is the GWL Corporate free cash flow based on?
answer: based on the dividends received from Loblaw, distributions received from Choice Properties and net cash flow contributions received from Weston Foods less corporate expenses, interest and income taxes paid
question: What additional items are included in Other and Intersegment of GWL Corporate?
answer: includes all other company level activities that are not allocated to the reportable operating segments, such as net interest expense, corporate activities and administrative costs. Also included are preferred share dividends paid.
question: What is the increase / (decrease) in the Weston Foods adjusted EBITDA from 2018 to 2019?
answer: -3
derivation: 56 - 59
scale: million
question: What is the average Distributions from Choice Properties for quarters ended in 2019 and 2018?
answer: 62.5
derivation: (82 + 43) / 2
scale: million
question: What is the percentage increase in the GWL Corporate cash flow from operating businesses for quarters ended 2018 to 2019?
answer: 340
derivation: 132 / 30 - 1
scale: percent
Questions and answers about page 1 of the financial report cisco-systems-inc_2019.pdf:

question: What does diluted shares outstanding include?
answer: the dilutive effect of in-the-money options, unvested restricted stock, and restricted stock units.
question: What was the basic weighted-average shares in 2019?
answer: 4,419
scale: million
question: What was the basic net income per share in 2018?
answer: 0.02
question: What was the change in the Effect of dilutive potential common shares between 2017 and 2018?
answer: 5
derivation: 44-39
scale: million
question: How many years did the basic weighted-average shares exceed $5,000 million?
answer: 1
derivation: 2017
question: What was the percentage change in net income between 2018 and 2019?
answer: 10464.55
derivation: (11,621-110)/110
scale: percent
Questions and answers about page 1 of the financial report everbridge-inc_2019.pdf:

question: What was the company capitalized software development costs during the years ended December 31, 2019?
answer: $8.8 million
question: What was the company capitalized software development costs during the years ended December 31, 2018?
answer: $8.8 million
question: What was the company capitalized software development costs during the years ended December 31, 2017?
answer: $6.2 million
question: What is the increase/ (decrease) in Gross carrying amount: Capitalized software development costs from December 31, 2019 to December 31, 2018?
answer: 4232
derivation: 49,909-45,677
scale: thousand
question: What is the increase/ (decrease) in Accumulated amortization: Capitalized software development costs from December 31, 2019 to December 31, 2018?
answer: 2838
derivation: 35,622-32,784
scale: thousand
question: What is the increase/ (decrease) in Net carrying amount: Capitalized software development costs from December 31, 2019 to December 31, 2018?
answer: 1394
derivation: 14,287-12,893
scale: thousand
Questions and answers about page 2 of the financial report resonant-inc_2019.pdf:

question: What are the components recorded under cost for intangible assets?
answer: Patents
Domain name
Client Base
Trademark
Backlog
Technology
question: What was the impact of foreign currency translation to the cost components in 2019?
answer: No impact
question: How many years was the domain name amortized over?
answer: Approximate useful life of 10 years
question: Which year was the cost for patents lower?
answer: 2018
derivation: $1,507,000 < $1,801,000  
question: What was the change in total cost?
answer: 297000
derivation: 2,075,000 - 1,778,000 
question: What was the percentage change in net intangible assets?
answer: 14.7
derivation: ($1,576,000 - $ 1,374,000)/$ 1,374,000 
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
question: What was the Net cash provided by operating activities in 2019?
answer: 153,327
scale: thousand
question: What was the Net cash used in financing activities in 2019?
answer: (159,608)
scale: thousand
question: Which years did Cash and cash equivalents and restricted cash at beginning of period exceed $400,000 thousand?
answer: 1
derivation: 2019
question: What was the change in the net cash used in financing activities between 2018 and 2019?
answer: -5398
derivation: -159,608-(-154,210)
scale: thousand
question: What was the percentage change in Net cash provided by operating activities between 2018 and 2019?
answer: -40.21
derivation: (153,327-256,426)/256,426
scale: percent
Questions and answers about page 1 of the financial report premier-foods-plc_2019.pdf:

question: What was the operating profit in the year 2018/19 and 2017/18?
answer: £4.5m
£69.3m
question: What is the adjusted EBITDA in 2018/19?
answer: 145.5
scale: million
question: What led to Amortisation of intangibles being £1.9m lower than 2017/18?
answer: due to certain SAP software modules becoming fully amortised in the year.
question: What is the change in Adjusted EBITDA from 2018/19 to 2017/18?
answer: 5.9
derivation: 145.5-139.6
scale: million
question: What is the change in Depreciation from 2018/19 to 2017/18?
answer: 0.4
derivation: 17.0-16.6
scale: million
question: What is the change in Trading profit from 2018/19 to 2017/18?
answer: 5.5
derivation: 128.5-123.0
scale: million
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: What was the Stock-based compensation expense - Property in 2019?
answer: $1.8
scale: million
question: Which years did the company record and capitalize stock-based compensation expenses?
answer: 2019
2018
2017
question: What was the Total stock-based compensation expense in 2017?
answer: $108.5
scale: million
question: How many years did Total stock-based compensation expense exceed $100 million?
answer: 3
derivation: 2019##2018##2017
question: How many years did Stock-based compensation expense - Services exceed $1 million?
answer: 1
derivation: 2019
question: What was the percentage change in Total stock-based compensation expense between 2018 and 2019?
answer: -18.98
derivation: ($111.4-$137.5)/$137.5
scale: percent
Questions and answers about page 1 of the financial report microchip-technology-inc_2019.pdf:

question: How were inventories valued at the lower of cost and net realizable value?
answer: using the first-in, first-out method.
question: Which years does the table provide information for the components of inventories?
answer: 2019
2018
question: What was the amount of raw materials in 2018?
answer: 26.0
scale: million
question: What was the change in raw materials between 2018 and 2019?
answer: 48.5
derivation: 74.5-26.0
scale: million
question: How many years did the amount of Finished goods exceed $200 million?
answer: 1
derivation: 2019
question: What was the percentage change in total inventories between 2018 and 2019?
answer: 49.45
derivation: (711.7-476.2)/476.2
scale: percent
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: How many shares were reissued from treasury shares to satisfy the second tranche of the MCB?
answer: 799.1
scale: million
question: What unit is the Average price paid per share inclusive of transaction costs expressed in?
answer: Pence
question: When is the share buyback programme expected to be completed?
answer: 20 May 2019
question: What is the percentage change between shares purchased in February and March 2019?
answer: 1999.93
derivation: (305,099-14,529)/14,529
scale: percent
question: What is the percentage change between shares purchased in March and April 2019?
answer: -4.76
derivation: (290,570-305,099)/305,099
scale: percent
question: What percentage of total shares purchased is the April shares purchased?
answer: 40
derivation: 290,570/726,426
scale: percent
Questions and answers about page 1 of the financial report conagra-brands-inc_2019.pdf:

question: What was the expense incurred by Grocery & Snacks related to acquisitions and divestitures in the fiscal year 2018?
answer: $11.4 million
question: How much expense was incurred by Refrigerated & Frozen in the company’s restructuring plans in fiscal 2017 and 2018, respectively?
answer: $6.2 million
$0.1 million
question: What was the operating profit in the Foodservice segment in 2017 and 2018, respectively?
answer: 105.1
121.8
scale: million
question: What is the total operating profit of all segments in 2018?
answer: 1412.5
derivation: 724.8+479.4+86.5+121.8 
scale: million
question: What is the ratio of Grocery & Snacks’ operating profit to its expense in restructuring plans for the fiscal year 2018?
answer: 51.4
derivation: 724.8/14.1 
question: What is the percentage change in total operating profit in 2018 compared to 2017?
answer: 13.91
derivation: ((724.8+479.4+86.5+121.8)-(655.4+445.8-168.9+105.1+202.6))/(655.4+445.8-168.9+105.1+202.6) 
scale: percent
Questions and answers about page 1 of the financial report cogeco-inc_2019.pdf:

question: What is the definition of trade accounts receivable past due?
answer: Trade accounts receivable past due is defined as the amount outstanding beyond normal credit terms and conditions for the respective customers.
question: What is the trade accounts receivable in 2019 less than 60 days past due?
answer: 18,645
scale: thousand
question: What is the trade accounts receivable in 2018 less than 60 days past due?
answer: 32,857
scale: thousand
question: What was the increase / (decrease) in trade accounts receivable less than 60 days past due?
answer: -14212
derivation: 18,645 - 32,857
scale: thousand
question: What was the average trade accounts receivable 60 to 90 days past due?
answer: 1960.5
derivation: (899 + 3,022) / 2
scale: thousand
question: What was the average trade accounts receivable more than 90 days past due?
answer: 3998.5
derivation: (3,074 + 4,923) / 2
scale: thousand

Questions and answers about page 1 of the financial report cogeco-inc_2019.pdf:

question: How does the corporation measure its performance?
answer: The Corporation measures its performance, with regard to these objectives by monitoring revenue, adjusted EBITDA(1), free cash flow(1) and capital intensity(1) on a constant currency basis(1).
question: When were the fiscal 2019 financial guidelines revised?
answer: February 27, 2019
question: What was the status of achievement of projections in 2019 for revenue?
answer: Achieved
question: What was the increase / (decrease) in the revenue from 2018 to 2019?
answer: 147
derivation: 2,294 - 2,147
scale: million
question: What was the average Adjusted EBITDA between 2018 to 2019?
answer: 1049.5
derivation: (1,007 + 1,092) / 2
scale: million
question: What was the increase / (decrease) in Free Cash flow from 2018 to 2019?
answer: 151
derivation: 453 - 302
scale: million