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

question: Why was there less interest and other expense in 2019 compared to 2018?
answer: primarily driven by curtailment gains on our pension plans, mark-to-market gains on certain of our privately-held strategic investments, realized gains on sales of strategic investments, offset by an increase in interest expense resulting from our term loan entered into on December 17, 2018 in aggregate principal amount of $500 million and mark-to-market losses on marketable securities.
question: What is average "other income" for the 3 year period from 2017 to 2019?
answer: 10.43
derivation: (16.8 + 6.0 + 8.5) / 3 
scale: million
question: Why was there a loss in strategic investments in 2018 compared to 2017?
answer: Impairment losses
question: How much did net interest and investment expense increase over fiscal year ending January 31, 2019?
answer: 51.01
derivation: (52.1-34.5)/34.5 
scale: percent
question: What determines the amount of gain or loss on the foreign currency?
answer: volume of foreign currency transactions and the foreign currency exchange rates for the year
question: What is the total net interest and other expenses for all 3 years?
answer: 90.1
derivation: 17.7+48.2+24.2
scale: million
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: What were the Foreign currency losses recorded in AOCL in 2019?
answer: $45.8
scale: million
question: What were the Foreign currency (gains) losses recorded in Other expense in 2018?
answer: 4.5
scale: million
question: What does the table show?
answer: net foreign currency losses
question: What was the change in Foreign currency losses recorded in AOCL between 2018 and 2019?
answer: -340
derivation: $45.8-$385.8
scale: million
question: What was the change in Foreign currency (gains) losses recorded in Other expense between 2017 and 2018?
answer: 30.9
derivation: 4.5-(-26.4)
scale: million
question: What was the total percentage change in Total foreign currency losses between 2017 and 2019?
answer: 57.54
derivation: ($39.7-$25.2)/$25.2
scale: percent
Questions and answers about page 1 of the financial report quicklogic-corporation_2019.pdf:

question: What are the respective weighted average estimated fair value of the company's ESPP during 2019 and 2018?
answer: $4.28
$5.18
question: What are the respective weighted average estimated fair value of the company's ESPP during 2018 and 2017?
answer: $5.18
$6.02
question: What are the respective compensation expenses related to the ESPP in 2019 and 2018 respectively?
answer: $60,000
$205,000
question: What is the average risk-free interest rate of the company's ESPP in 2017 and 2018?
answer: 1.74
derivation: (1.22 + 2.26)/2 
scale: percent
question: What is the average risk-free interest rate of the company's ESPP in 2018 and 2019?
answer: 2.32
derivation: (2.26 + 2.37)/2 
scale: percent
question: What is the average volatility of the company's ESPP in 2018 and 2019?
answer: 52
derivation: (54 + 50)/2 
scale: percent
Questions and answers about page 1 of the financial report ringcentral_2019.pdf:

question: What are the respective unrecognised tax benefits at the beginning of the year in 2017 and 2018?
answer: $2,460
$3,004
scale: thousand
question: What are the respective unrecognised tax benefits at the beginning of the year in 2018 and 2019?
answer: $3,004
$6,029
scale: thousand
question: What are the respective increases related to current year tax positions in 2017 and 2018?
answer: 547
1,975
scale: thousand
question: What is the percentage change in the unrecognized tax benefits, beginning of the year between 2017 and 2018?
answer: 22.11
derivation: (3,004 - 2,460)/2,460 
scale: percent
question: What is the percentage change in the unrecognized tax benefits at the beginning of the year between 2018 and 2019?
answer: 100.7
derivation: (6,029 - 3,004)/3,004 
scale: percent
question: What is the average increases related to current year tax positions between 2017 to 2019?
answer: 1835.33
derivation: (2,984 + 1,975 + 547)/3 
scale: thousand
Questions and answers about page 1 of the financial report everbridge-inc_2019.pdf:

question: What was the increase in the Sales and marketing expense in 2018 compared to 2017?
answer: $22.6 million
question: What was the Sales and marketing expense in 2018 and 2017?
answer: 69,608
46,998
question: What is the % change in the sales and marketing expense between 2017 and 2018?
answer: 48.1
scale: percent
question: What is the average Sales and marketing expense for 2017 and 2018?
answer: 58303
derivation: (69,608 + 46,998) / 2
scale: thousand
question: In which year was Sales and marketing expenses less than 50,000 thousands?
answer: 2017
derivation: locate and analyze sales and marketing in row 4
question: What is the change in the gross margin between 2017 and 2018?
answer: 2
derivation: 47 - 45
scale: thousand
Questions and answers about page 1 of the financial report Auto-Trader_2019.pdf:

question: What are the key drivers to future growth rates dependent on?
answer: the Group’s ability to maintain and grow income streams whilst effectively managing operating costs
question: In what situations might the level of headroom change?
answer: if different growth rate assumptions or a different pre-tax discount rate were used in the cash flow projections
question: What are the key assumptions used for value-in-use calculations in the table?
answer: Annual growth rate (after plan period)
Risk free rate of return
Market risk premium
Beta factor
Cost of debt
question: In which year was the market risk premium percentage larger?
answer: 2019
derivation: 5.0%>4.9%
question: What was the change in the Beta factor in 2019 from 2018?
answer: 0.04
derivation: 0.83-0.79
question: What was the percentage change in the Beta factor in 2019 from 2018?
answer: 5.06
derivation: (0.83-0.79)/0.79
scale: percent
Questions and answers about page 2 of the financial report teekay-corporation_2019.pdf:

question: What was the total Total minimum lease payments to be received in 2019？
answer: 1,115,968
scale: thousand
question: As at December 31, 2019 what was the minimum lease payments to be received by Teekay LNG related to its direct financing and sales-type leases in 2020?
answer: $324.7 million
question: As at December 31, 2018 what was the minimum lease payments to be received by Teekay LNG related to its direct financing leases in 2019?
answer: $63.9 million
question: What is the change in Total minimum lease payments to be received from December 31, 2019 to December 31, 2018?
answer: 218838
derivation: 1,115,968-897,130
scale: thousand
question: What is the change in Estimated unguaranteed residual value of leased properties from December 31, 2019 to December 31, 2018?
answer: -6821
derivation: 284,277-291,098
scale: thousand
question: What is the change in Initial direct costs and other from December 31, 2019 to December 31, 2018?
answer: -33
derivation: 296-329
scale: thousand
Questions and answers about page 1 of the financial report hc2-holdings-inc_2019.pdf:

question: What was the aggregate net pension cost recognized in December 2019?
answer: $6.5 million
question: What was the net pension cost in 2019?
answer: $ 6.5
scale: million
question: What was the Expected return on assets in 2019?
answer: (6.7)
scale: million
question: What was the average Interest cost on projected benefit obligation for 2018 and 2019?
answer: 5.3
derivation: (5.3 + 5.3) / 2
scale: million
question: What is the change in the expected return on assets from 2018 to 2019?
answer: 0.8
derivation: -6.7 - (-7.5)
scale: million
question: What is the average actuarial (gain) loss for 2018 and 2019?
answer: 7.3
derivation: (7.9 + 6.7) / 2
scale: million
Questions and answers about page 1 of the financial report atlassian-corp-plc_2019.pdf:

question: How are non-marketable equity securities measured?
answer: using market data, such as publicly available financing round valuations
question: Why was there transfers out of Level 3 during fiscal year 2019?
answer: Due to initial public offerings of the respective investees
question: What is the balance of capped call as of June 30, 2019?
answer: $214,597
scale: thousand
question: What is the change in the balance of capped call between fiscal year ended June 30, 2018 and 2019?
answer: 114665
derivation: 214,597-99,932
scale: thousand
question: What is the percentage change in the balance of capped call between fiscal year ended June 30, 2018 and 2019?
answer: 114.74
derivation: (214,597-99,932)/99,932
scale: percent
question: What is the difference in balance of capped call and non-marketable investments as of June 30, 2019?
answer: 211597
derivation: 214,597-3,000
scale: thousand
Questions and answers about page 1 of the financial report black-knight-financial-services-inc_2019.pdf:

question: What did revenues for Corporate and Other represent?
answer: deferred revenue purchase accounting adjustments recorded in accordance with GAAP.
question: What were the operating expenses for Software Solutions?
answer: 394.8
scale: million
question: What were the total Transition and integration costs?
answer: 6.6
scale: million
question: What was the difference in the EBITDA between Software Solutions and Data and Analytics?
answer: 527.7
derivation: 567.2-39.5
scale: million
question: What was the difference between Total Assets and Total Goodwill?
answer: 1323.7
derivation: 3,653.4-2,329.7
scale: million
question: What was the difference in Depreciation and amortization between Software Solutions and Corporate and Other?
answer: 22.9
derivation: 112.9-90.0
scale: million
Questions and answers about page 1 of the financial report Intu-Properties_2019.pdf:

question: What is the weighted average exercise prices of the outstanding options at 31 December 2019 for the Share Option Schemes?
answer: 304 pence
question: When will the options lapse?
answer: if not exercised within 10 years of the date of grant
question: What is the weighted average exercise prices of the outstanding options exercisable at 31 December 2019 for the Save As You Earn Scheme?
answer: 278
question: What is the percentage change in the outstanding shares under the share options scheme from 1 January 2019 to 31 December 2019?
answer: -10.1
derivation: (7,137,073-7,938,601)/7,938,601
scale: percent
question: What is the percentage change in the outstanding shares under the performance share plan from 1 January 2019 to 31 December 2019?
answer: 21.49
derivation: (8,514,392-7,008,260)/7,008,260
scale: percent
question: What is the percentage change in the outstanding shares under the Save As You Earn Scheme from 1 January 2019 to 31 December 2019?
answer: 149.31
derivation: (546,332-219,136)/219,136
scale: percent
Questions and answers about page 1 of the financial report Woolworths-Limited_2019.pdf:

question: What does the lease-adjusted ROFE measure?
answer: Measures the balance between our earnings growth and the disciplined allocation and application of assets used to generate those earnings.
question: What is the rTSR for Entry?
answer: 16.66%
question: What does the Sales per square metre measure?
answer: Measures sales productivity improvements across the Food and Drinks businesses.
question: What is the total SALES/SQM for all 3 levels?
answer: 59.99
derivation: 6.66% + 20% + 33.33% 
scale: percent
question: What is the difference for rTSR between Stretch and Entry?
answer: 16.67
derivation: 33.33% - 16.66% 
scale: percent
question: What is the total ROFE across all 3 levels?
answer: 59.99
derivation: 6.66% + 20% + 33.33% 
scale: percent
Questions and answers about page 1 of the financial report leidos-holdings_2019.pdf:

question: What was the result of composition change of Defense solutions?
answer: resulted in the identification of new operating segments and reporting units within Defense Solutions.
question: What was the immaterial correction in January 2020 and December 2018?
answer: $3 million
$6 million
question: What was the Goodwill at December 29, 2017 under Defense Solutions, Civil and Health respectively?
answer: $2,055
$1,998
$921
scale: million
question: In which category was Goodwill at December 29, 2017 under 2,000 million?
answer: Civil
Health
derivation: locate and analyze Goodwill at December 29, 2017(1) in row 3
question: What was the average Foreign currency translation adjustments?
answer: -17
derivation: -(40 + 11 + 0) / 3
scale: million
question: What was the change between total Goodwill from 2018 to 2019?
answer: 114
derivation: 4,974 - 4,860
scale: million
Questions and answers about page 1 of the financial report first-solar-inc_2019.pdf:

question: What are the reasons for the increase in cash provided by operating activities in 2019?
answer: primarily driven by higher cash proceeds from sales of systems projects, including the Sunshine Valley, Sun Streams, and California Flats projects, and advance payments received for sales of solar modules prior to the step down in the U.S. investment tax credit as discussed above.
question: What are the reasons for the decrease in cash used in investing activities?
answer: The decrease in net cash used in investing activities during 2019 was primarily due to higher net sales of marketable securities and restricted investments, partially offset by proceeds associated with the sale of our interests in 8point3 and its subsidiaries in 2018.
question: What are the reasons for the decrease in cash provided by financing activities?
answer: The decrease in net cash provided by financing activities during 2019 was primarily the result of lower net proceeds from borrowings under project specific debt financings associated with the construction of certain projects in Australia, Japan, and India.
question: What is the increase in cash provided by operating activities from 2018 to 2019?
answer: 501010
derivation: 174,201 - (-326,809) 
scale: thousand
question: What is the difference in net cash and cash equivalents between 2019 and 2018?
answer: 651740
derivation:  (-116,113) - (-767,853) 
scale: thousand
question: What is the percentage decrease in cash provided in financing activities from 2018 to 2019?
answer: 70.64
derivation: (255,228 - 74,943) / 255,228 
scale: percent
Questions and answers about page 1 of the financial report asm-international-nv_2019.pdf:

question: What is the lease duration for the company?
answer: typically run up to a period of 5 years
question: What are the types of assets included in the table?
answer: Land and buildings
Motor vehicles
Other machinery and equipment
question: What is the total balance in january 1, 2019?
answer: 25,687
question: Which type of asset had the greatest depreciation for the year?
answer: Land and buildings
derivation: For COL 3-5, row 7, find the largest number and the corresponding asset
question: What is the average depreciation for the year for the assets?
answer: -2444.33
derivation: -7,333/3
question: What is the change in total Balance from January 1, 2019 to December 31, 2019 
answer: 1860
derivation:  27,547 - 25,687
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: What was the operating revenue in Three Months Ended  June?
answer: $1,889.6
scale: million
question: What was the operating income in Three Months Ended  March?
answer: 614.9
scale: million
question: What was the Basic net income per share attributable to American Tower Corporation common stockholders in Three Months Ended  September?
answer: 1.13
question: What was the change in Diluted net income per share attributable to American Tower Corporation common stockholders between Three Months Ended  March and June?
answer: 0.07
derivation: 0.96-0.89
question: What was the change in net income between Three Months Ended  June and September?
answer: 71
derivation: 505.3-434.3
scale: million
question: What was the percentage change in operating revenues between Three Months Ended  September and December?
answer: -1.53
derivation: ($1,923.7-$1,953.6)/$1,953.6
scale: percent
Questions and answers about page 1 of the financial report overseas-shipholding-group-inc_2019.pdf:

question: Does the company believe that believe that further disaggregation would result in increased insight into the economic factors?
answer: the Company does not believe that further disaggregation would result in increased insight into the economic factors impacting revenue and cash flows.
question: What is the change in Time and bareboat charter revenues from Years Ended December 31, 2018 to 2019?
answer: 49760
derivation: 263,683-213,923
question: What is the average Time and bareboat charter revenues for Years Ended December 31, 2018 to 2019?
answer: 238803
derivation: (263,683+213,923) / 2
question: In which year was Voyage charter revenues less than 50,000?
answer: 2019
derivation: locate and analyze Voyage charter revenues(1) in row 4
question: What was the Time and bareboat charter revenues revenues in 2019 and 2018 respectively?
answer: $263,683
$213,923
question: What was the Contracts of affreightment revenues in 2019 and 2018 respectively?
answer: 58,589
68,698
Questions and answers about page 1 of the financial report plexus-corp_2019.pdf:

question: Which years does the table provide information for inventories?
answer: 2019
2018
question: What was the amount of Work-in-process in 2018?
answer: 102,337
scale: thousand
question: What was the amount of customer deposits related to inventory and included within current liabilities on the accompanying Consolidated Balance Sheets in 2019?
answer: 136.5
scale: million
question: How many years did net total inventories exceed $700,000 thousand?
answer: 2
derivation: 2019##2018
question: What was the change in the amount of Finished goods between 2018 and 2019?
answer: -38554
derivation: 74,078-112,632
scale: thousand
question: What was the percentage change in the work-in-process between 2018 and 2019?
answer: -51.81
derivation: (49,315-102,337)/102,337
scale: percent
Questions and answers about page 1 of the financial report asm-international-nv_2019.pdf:

question: Where can the products and services described by nature be found?
answer: Note 1
question: What is the  Equipment revenue in 2018?
answer: 631,504
scale: thousand
question: What is the  Spares & service revenue for 2019?
answer: 215,215
scale: thousand
question: What is the patent litigation & arbitration settlements expressed as a percentage of Equipment revenue in 2019?
answer: 14.88
derivation: 159 millions / 1,068,645 thousands
scale: percent
question: What is the change in total revenue from 2018 to 2019?
answer: 465779
derivation:  1,283,860 - 818,081 
scale: thousand
question: What was the component that comprised of the largest proportion of revenue for 2018 and 2019 respectively?
answer: Equipment revenue
Equipment revenue
derivation: Compare whether  Equipment revenue or  Spares & service revenue has a larger value for 2018 and 2019
Questions and answers about page 1 of the financial report on-semiconductor_2019.pdf:

question: How much was the worldwide semiconductor industry sales in 2019?
answer: $412.1 billion
question: How much was the worldwide semiconductor industry sales in 2018?
answer: $468.8 billion
question: What led to the decrease of 12.1% semiconductor sales from 2018 to 2019?
answer: decreased demand for semiconductor products.
question: What is the change in Worldwide Semiconductor Industry Sales from Year Ended December 31, 2018 to 2019?
answer: -56.7
derivation: 412.1-468.8
scale: billion
question: What is the change in Worldwide Semiconductor Industry Sales from Year Ended December 31, 2016 to 2017?
answer: 73.3
derivation: 412.2-338.9
scale: billion
question: What is the average Worldwide Semiconductor Industry Sales for Year Ended December 31, 2018 to 2019?
answer: 440.45
derivation: (412.1+468.8) / 2
scale: billion
Questions and answers about page 1 of the financial report hc2-holdings-inc_2019.pdf:

question: What was the net revenue for the year ended December 31, 2019?
answer: $41.8 million
question: What was the selling, general and administrative expense for the year ended December 31, 2019?
answer: $26.4 million
question: What was the cost of revenue for the year ended December 31, 2019?
answer: $23.5 million
question: What was the percentage change in the net revenue from 2018 to 2019?
answer: -7.93
derivation: 41.8 / 45.4 - 1
scale: percent
question: What was the average cost of revenue for 2018 and 2019?
answer: 26
derivation: (23.5 + 28.5) / 2
scale: million
question: What is the percentage change in the Depreciation and amortization from 2018 to 2019?
answer: 90.91
derivation: 6.3 / 3.3 - 1
scale: percent
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: 2018
2019
question: How many shares were allotted as at 31 March 2019?
answer: 28,815,258,178
question: How many shares were allotted as at 31 March 2018?
answer: 28,814,803,308
question: What is the 2019 average amount of ordinary shares as at 1 April?
answer: 28814473078
derivation: (28,814,803,308+28,814,142,848)/2
question: What is the 2019 average amount of ordinary shares as at 31 March?
answer: 28815030743
derivation: (28,815,258,178+28,814,803,308)/2
question: What is the 2019 average amount of ordinary shares allotted during the year?
answer: 557665
derivation: (454,870+660,460)/2
Questions and answers about page 1 of the financial report american-tower-corporation_2019.pdf:

question: What does unearned revenue exclude?
answer: $56.7 million and $55.0 million of capital contributions related to DAS networks as of December 31, 2019 and 2018, respectively.
question: What does Other non-current liabilities exclude?
answer: Excludes $300.2 million and $313.6 million of capital contributions related to DAS networks as of December 31, 2019 and 2018, respectively.
question: What was Prepaids and other current assets in 2019?
answer: 8.3
scale: million
question: What was the change in Other non-current liabilities between 2018 and 2019?
answer: 24.9
derivation: 79.0-54.1
scale: million
question: What was the change in Prepaids and other current assets between 2018 and 2019?
answer: 0.6
derivation: 8.3-7.7
scale: million
question: What was the percentage change in Accounts receivable between 2018 and 2019?
answer: -13.07
derivation: ($80.5-$92.6)/$92.6
scale: percent
Questions and answers about page 1 of the financial report overseas-shipholding-group-inc_2019.pdf:

question: How much did TCE revenues increased during 2019 from 2018?
answer: $8,426
question: What led to the increase in TCE revenues?
answer: an increase in average daily rates earned by our fleet and decreased spot market exposure.
question: What is the vessel expenses in 2019 and 2018 respectively?
answer: $134,618
$134,956
question: What is the change in Jones Act Handysize Product Carriers: Average rate in Spot Earnings between 2018 and 2019?
answer: -6218
derivation: 25,036-31,254
question: What is the change in Jones Act Handysize Product Carriers: Revenue days in Spot Earnings between 2018 and 2019?
answer: -619
derivation: 523-1,142
question: What is the change in Non-Jones Act Handysize Product Carriers: Average rate in Spot Earnings between 2018 and 2019?
answer: 4746
derivation: 30,671-25,925
Questions and answers about page 2 of the financial report cts-corporation_2019.pdf:

question: What does the Credit Agreement provide for?
answer: revolving credit facility of $300,000, which may be increased by $150,000 at the request of the Company, subject to the administrative agent's approval.
question: What was the Total credit facility in 2019?
answer: 300,000
scale: thousand
question: What was the Standby letters of credit in 2018?
answer: 1,940
scale: thousand
question: What was the change in balance outstanding between 2018 and 2019?
answer: 49700
derivation: 99,700-50,000
scale: thousand
question: What was the change in the Weighted-average interest rate between 2018 and 2019?
answer: 0.15
derivation: 3.25-3.10
scale: percent
question: What was the percentage change in the amount available between 2018 and 2019?
answer: -19.98
derivation: (198,500-248,060)/248,060
scale: percent