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

question: What information does the table show?
answer: Property and equipment, net by geography
question: What are the two geographic regions listed in the table?
answer: U.S.
International
question: Which financial years' information is shown in the table?
answer: 2018
2019
question: What is the average net property and equipment for 2018 and 2019 in U.S?
answer: 215.7
derivation: (200.4+231.0)/2
question: What is the average net property and equipment for 2018 and 2019 Internationally?
answer: 63.1
derivation: (58.2+68.0)/2
question: Between 2018 and 2019, which year has higher net property and equipment in U.S.?
answer: 2018
derivation: 231.0>200.4
Questions and answers about page 1 of the financial report lm-ericsson-telephone-company_2019.pdf:

question: What is the restated financial income in 2018?
answer: 151
scale: million
question: What is the restated total of financial income, expenses and net foreign exchange gains and losses in 2017?
answer: –1,215
scale: million
question: What is the restated total of financial income, expenses and net foreign exchange gains and losses in 2018?
answer: -2,705
scale: million
question: What is the change between the total of financial income, expenses and net foreign exchange gains and losses in 2018 and 2017?
answer: -1490
derivation: -2,705-(-1,215)
scale: million
question: What is the change in financial income between 2018 and 2017?
answer: 201
derivation: 151-(-50)
scale: million
question: What is the change in the net foreign exchange gains and losses between 2018 and 2017?
answer: -1229
derivation: -824-405
scale: million
Questions and answers about page 1 of the financial report tata-consultancy-services-ltd_2019.pdf:

question: What was the value of deposits as at March 31, 2019?
answer: `39 crore
question: What are deposits?
answer: amounts received from lessee for the premises given on sub-lease and from vendors for contracts to be executed.
question: What is the value of the bank overdraft as at April 1, 2018?
answer: `181 crore
question: At the beginning of the financial year, what percentage of total indebtedness is made up of deposits?
answer: 1.32
derivation: 3/228 
scale: percent
question: What is the change in total indebtedness between the beginning and end of the financial year?
answer: -185
derivation: 43-228
question: At the beginning of the financial year, what percentage of total indebtedness is made up of unsecured loans?
answer: 79.39
derivation: 181/228
scale: percent
Questions and answers about page 1 of the financial report frequency-electronics-inc_2019.pdf:

question: What is the amount of raw materials and component parts in 2019 and 2018 respectively?
answer: $11,600
$ 16,206
scale: thousand
question: What is the amount of work in progress inventory in 2019 and 2018 respectively?
answer: 8,896
8,216
scale: thousand
question: What is the amount of finished goods in 2019 and 2018 respectively?
answer: 2,860
1,764
scale: thousand
question: What is the average amount of raw materials and component parts in 2018 and 2019?
answer: 13903
derivation: (11,600+16,206)/2
scale: thousand
question: In 2019, what is the percentage constitution of finished goods among the total inventory amount?
answer: 12.25
derivation: 2,860/23,356
scale: percent
question: What is the percentage change of amount of inventory from 2018 and 2019 ?
answer: -10.81
derivation: (23,356-26,186)/26,186
scale: percent
Questions and answers about page 1 of the financial report pegasystems-inc_2019.pdf:

question: When did the company announce that the Board of Directors extended the expiration date of the current stock repurchase program?
answer: March 15, 2019
question: What were the amounts that the company is authorised to repurchase in 2019 and 2018 respectively?
answer: $60,000
$27,003
scale: thousand
question: What were the respective amounts of stock repurchases made by the company as at January 1, 2018 and 2019 respectively?
answer: $34,892
$6,620
scale: thousand
question: What is the value of stock repurchases as at January 1, 2019 as a percentage of the stock repurchases as at January 1, 2018?
answer: 18.97
derivation: 6,620/34,892 
scale: percent
question: What is the average stock repurchases as at January 1, 2017 and 2018?
answer: 37138.5
derivation: (39,385 + 34,892)/2 
scale: thousand
question: What is the percentage change in stock repurchases authorizations made in 2018 and 2019?
answer: 122.2
derivation: (60,000 - 27,003)/27,003 
scale: percent
Questions and answers about page 1 of the financial report shopify-inc_2019.pdf:

question: What financial items does intangible assets comprise of?
answer: Acquired technology
Software development costs
Acquired customer relationships
Purchased software
Other intangible assets
question: What information does the table show?
answer: Intangible Assets
question: What is the cost of acquired technology as at December 31, 2018?
answer: 15,556
scale: thousand
question: How much is the 2019 software development costs excluding the internal software development costs of $12,666?
answer: 12297
derivation: 24,963-12,666
scale: thousand
question: What is the average amortization expense relating to the capitalized internally developed software for 2018 and 2019?
answer: 5648
derivation: (7,464+3,832)/2
scale: thousand
question: Between 2018 and 2019 year end, which year had a higher amount of intangible assets?
answer: 2019
derivation: 48,578>22,506
Questions and answers about page 1 of the financial report spirax-sarco-engineering-plc_2019.pdf:

question: What is the vast majority of the right-of-use asset value related to?
answer: leased property where the Group leases a number of office and warehouse sites in a number of geographical locations
question: What is the average lease term?
answer: 4.3 years
question: What are the different types of leases making up the right-of-use assets in the table?
answer: Leased land and buildings
Leased plants and machinery
Leased fixtures, fittings, tools and equipment
question: Which type of lease had the largest amount of Acquisitions?
answer: Leased land and buildings
derivation: 0.8>0.3>0
question: What was the total net book value of leased land and buildings and leased plant and machinery?
answer: 39.3
derivation: 31.9+7.4
scale: million
question: What was the sum of net book values of leased land and buildings and leased plant and machinery as a percentage of the net book value of the total right-of-use assets?
answer: 96.32
derivation: (31.9+7.4)/40.8
scale: percent
Questions and answers about page 1 of the financial report asm-international-nv_2019.pdf:

question: What does the table show?
answer: changes in the allowance for obsolescence
question: What is the major part of the obsolescence allowance?
answer: components and raw materials
question: What was the Balance at beginning of year 2019?
answer: (13,364)
question: What is the percentage change in Balance at end of year from 2018 to 2019?
answer: -6.26
derivation: ( -12,527 - (-13,364))/-13,364
scale: percent
question: Which component caused the greatest increase in allowance for inventory obsolescence in 2019?
answer: Charged to cost of sales
derivation: Find the largest negative number in COL4 ROWS 4 to 7
question: What is the change in reversals from 2018 to 2019?
answer: 192
derivation: 915-723
Questions and answers about page 1 of the financial report micron-technology-inc_2019.pdf:

question: What does Accounting Standards Update ("ASU") 2016-16 – Intra-Entity Transfers Other Than Inventory ("ASU 2016-16") specify?
answer: requires an entity to recognize the income tax consequences of an intra-entity transfer of an asset other than inventory when the transfer occurs
question: What is the opening balance for retained earnings as of August 31, 2018?
answer: 24,487
question: What were the effects of adopting ASU 2016-16 and ASC 606 for other current assets respectively?
answer: (14)
30
question: What is the total opening balance for receivables and inventories as of August 31, 2018?
answer: 9182
derivation: 5,592+3,590 
question: What is the ratio of ending balance as of August 30, 2018, for other current liabilities to other noncurrent liabilities?
answer: 1.47
derivation: 521/354 
question: What is the percentage change of opening balance as of August 31, 2018, from ending balance in August 30, 2018, for receivables due to the adoption of ASC 606?
answer: 2.08
derivation: ($5,592-$5,478)/$5,478 
scale: percent
Questions and answers about page 1 of the financial report cubic-corp_2019.pdf:

question: Which markets does the company target?
answer: markets that have the potential for above-average growth and profit margins where domain expertise, innovation, technical competency and contracting dynamics can help to create meaningful barriers to entry.
question: Where will the company strategically reinvest their cash?
answer: in key program captures, internal research and development (R&D), and acquisitions to target priority markets and help ensure market leading positions to drive long-term shareholder return
question: What are the types of company-sponsored R&D activities in the table?
answer: Cubic Transportation Systems
Cubic Mission Solutions
Cubic Global Defense
Unallocated corporate expenses
question: How many types of company-sponsored R&D activities are there in the table?
answer: 4
derivation: Cubic Transportation Systems##Cubic Mission Solutions##Cubic Global Defense##Unallocated corporate expenses
question: What is the change in the total company-sponsored research and development expense in 2019 from 2018?
answer: -2266
derivation: 50,132-52,398
scale: thousand
question: What is the percentage change in Cubic Mission Solutions in 2019 from 2018?
answer: 19.2
derivation: (27,111-22,745)/22,745
scale: percent
Questions and answers about page 1 of the financial report coherent-inc_2019.pdf:

question: What is the change in net sales in 2019?
answer: decreased by $471.9 million
question: What is the amount of Microelectronics in 2019?
answer: $632,176
scale: thousand
question: In which years is net sales calculated?
answer: 2019
2018
question: In which year was Materials processing a larger percentage of total net sales?
answer: 2019
derivation: 28.3%>27.4%
question: What was the change in the amount of OEM components and instrumentation in 2019 from 2018?
answer: 45965
derivation: 266,788-220,823
scale: thousand
question: What was the percentage change in the amount of OEM components and instrumentation in 2019 from 2018?
answer: 20.82
derivation: (266,788-220,823)/220,823
scale: percent
Questions and answers about page 1 of the financial report finjan-holding-inc_2019.pdf:

question: What are the respective revenues from operations in 2018 and 2019 respectively?
answer: $82.3
$13.2
scale: million
question: What are the respective cost of revenues from operations in 2018 and 2019 respectively?
answer: 15.3
1.9
scale: million
question: What are the respective gross profit from operations in 2018 and 2019 respectively?
answer: 67.0
11.3
scale: million
question: What is the average revenue between 2017 to 2019?
answer: 48.67
derivation: (50.5 + 82.3 + 13.2)/3 
scale: million
question: What is the percentage change in cost of revenue between 2017 and 2018?
answer: 155
derivation: (15.3-6)/6 
scale: percent
question: What is the percentage change in gross profit between 2018 and 2019?
answer: -83.13
derivation: (11.3-67)/67 
scale: percent
Questions and answers about page 1 of the financial report plexus-corp_2019.pdf:

question: Which years does the table provide information for the company's Debt and capital lease obligations?
answer: 2019
2018
question: What was the amount of Capital lease and other financing obligations in 2018?
answer: 39,857
scale: thousand
question: What was the amount of total obligations in 2019?
answer: 287,980
scale: thousand
question: How many years did Capital lease and other financing obligations exceed $40,000 thousand?
answer: 1
derivation: 2019
question: What was the change in the Unamortized deferred financing fees between 2018 and 2019?
answer: -272
derivation: -1,512-(-1,240)
scale: thousand
question: What was the percentage change in Total obligations between 2018 and 2019?
answer: 52.68
derivation: (287,980-188,617)/188,617
scale: percent
Questions and answers about page 1 of the financial report siemens-ag_2019.pdf:

question: What was the reason for the decline in the Adjusted EBITDA?
answer: Adjusted EBITA declined due mainly to the systems and software business including negative effects related to grid control projects early in the year.
question: What drove the growth in the important building electrification and automation market?
answer: driven by demand for building performance and sustainability offerings, including strong demand for energy efficiency and digital services.
question: If the new organizational structure had already existed in fiscal 2019, Smart Infrastructure would have posted what revenue in 2019? 
answer: € 14.597 billion
question: What was the average orders for 2019 and 2018?
answer: 15721
derivation: (16,244 + 15,198) / 2
scale: million
question: What it the increase / (decrease) in revenue from 2018 to 2019?
answer: 780
derivation: (15,225 - 14,445)
scale: million
question: What is the increase / (decrease) in the Adjusted EBITDA margin from 2018 to 2019?
answer: -1
derivation: 9.9% - 10.9%
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  reconciliation from U.S. GAAP Gross margin to non-GAAP Adjusted gross margin?
answer: 2019
2018
2017
question: What were the net sales in 2018?
answer: 1,200,181
scale: thousand
question: What was the gross margin (GAAP) in 2017?
answer: 185,394
scale: thousand
question: What was the change in net sales between 2017 and 2019?
answer: 625480
derivation: 1,382,818-757,338
scale: thousand
question: How many years did cost of sales exceed $800,000 thousand?
answer: 2
derivation: 2019##2018
question: What was the percentage change in Stock-based compensation expense between 2018 and 2019?
answer: 81.44
derivation: (2,756-1,519)/1,519
scale: percent
Questions and answers about page 1 of the financial report alarmcom-holdings-inc_2019.pdf:

question: What was the Cost of SaaS and license revenue in 2019?
answer: $50,066
scale: thousand
question: What was the Cost of hardware and other revenue in 2018?
answer: 100,782
scale: thousand
question: What was the total cost of revenue in 2018?
answer: $145,715
scale: thousand
question: How many years did total cost of revenue exceed $150,000 thousand?
answer: 1
derivation: 2019
question: How many costs of revenue exceeded $100,000 thousand in 2019?
answer: 1
derivation: Cost of hardware and other revenue
question: What was the change in total cost of revenue as a percentage of total revenue between 2018 and 2019?
answer: 2
derivation: 37-35
scale: percent
Questions and answers about page 1 of the financial report vmware-inc_2019.pdf:

question: How many authorized shares were there under the ESPP as of  2020?
answer: 32.3 million
question: Which years does the table provide information for ESPP activity for VMware?
answer: 2020
2019
2018
question: What were the Cash proceeds in 2020?
answer: 172
scale: million
question: What was the change in cash proceeds between 2018 and 2019?
answer: 96
derivation: 161-65
scale: million
question: What was the change in Class A common stock purchased between 2019 and 2020?
answer: -406
derivation: 1,489-1,895
scale: thousand
question: What was the percentage change in Weighted-average price per share between 2019 and 2020?
answer: 35.97
derivation: (115.51-84.95)/84.95
scale: percent
Questions and answers about page 1 of the financial report sykes-enterprises-incorporated_2019.pdf:

question: What was the Number of share awards granted in 2019?
answer: 34
scale: thousand
question: What was the Fair value of share awards vested in 2017?
answer: $850
scale: thousand
question: In which years was the Number of share awards granted calculated?
answer: 2019
2018
2017
question: In which year was the Weighted average grant-date fair value per share award the largest?
answer: 2017
derivation: $32.93>$27.68>$25.41
question: What was the change in Fair value of share awards vested in 2019 from 2018?
answer: -40
derivation: 840-880
scale: thousand
question: What was the percentage change in Fair value of share awards vested in 2019 from 2018?
answer: -4.55
derivation: (840-880)/880
scale: percent
Questions and answers about page 1 of the financial report greensky-inc_2019.pdf:

question: What does the amount of Settlements represent?
answer: the reversal of previously billed finance charges associated with deferred payment loan principal balances that were repaid within the promotional period.
question: How was the fair value adjustment made for the fair value changes recognized in cost of revenue?
answer: based on the expected reversal percentage of billed finance charges (expected settlements), which is estimated at each reporting date.
question: Which years does the table show?
answer: 2019
2018
2017
question: How many years did the fair value changes exceed $100,000 thousand?
answer: 1
derivation: 2019
question: What was the change in the settlements between 2017 and 2018?
answer: -54561
derivation: -181,590-(-127,029)
scale: thousand
question: What was the percentage change in the ending balance between 2018 and 2019?
answer: 48.67
derivation: (206,035-138,589)/138,589
scale: percent
Questions and answers about page 1 of the financial report consolidated-communications-holdings-inc_2019.pdf:

question: What is the function of customer-scoring models?
answer: assess a number of variables, including origination characteristics, customer account history and payment patterns
question: When is an account considered to be delinquent?
answer: if there are unpaid charges remaining on the account on the day after the bill’s due date.
question: What was the current billed in 2019?
answer: 815
question: What is the increase / (decrease) in the unbilled from 2018 to 2019?
answer: 918
derivation: 12,403 - 11,485
question: What is the average current billed for 2018 and 2019?
answer: 728
derivation: (815 + 641) / 2
question: What is the increase / (decrease) in the Device payment plan agreement receivables, gross from 2018 to 2019?
answer: 1145
derivation: 13,480 - 12,335
Questions and answers about page 1 of the financial report ringcentral_2019.pdf:

question: What are the respective values of the cash and cash equivalents as of December 31, 2019 and 2018? 
answer: $343.6 million
$566.3 million
question: What are the respective net cash provided by operating activities between 2017 to 2019?
answer: $41,165
$72,130
$64,846
scale: thousand
question: What are the respective net cash used by financing activities between 2017 to 2019?
answer: 6,783
397,255
9,042
scale: thousand
question: What is the percentage change in the net cash provided by operating activities between 2017 and 2018?
answer: 75.22
derivation: (72,130 - 41,165)/41,165 
scale: percent
question: What is the percentage change in the net cash provided by operating activities between 2018 and 2019?
answer: -10.1
derivation: (64,846 - 72,130)/72,130 
scale: percent
question: What is the total net cash provided by financing activities between 2017 to 2019?
answer: 413080
derivation: 6,783 + 397,255 + 9,042 
scale: thousand
Questions and answers about page 1 of the financial report vodafone-group-plc_2019.pdf:

question: What does cash consideration paid comprise of?
answer: Acquisitions during the year
Net cash acquired and acquisition related costs
question: Which financial years' information is shown in the table?
answer: 2018
2019
question: How much is the 2019 acquisitions during the year ?
answer: 61
scale: million
question: Between 2018 and 2019, which year had a greater amount of acquisitions during the year?
answer: 2019
derivation: 61>9
question: Between 2018 and 2019, which year had a greater amount of cash consideration paid?
answer: 2019
derivation: 87>9
question: What percentage of 2019 average cash consideration paid is the 2019 average acquisitions during the year?
answer: 72.92
derivation: [(61+9)/2] / [(87+9)/2]
scale: percent
Questions and answers about page 1 of the financial report cubic-corp_2019.pdf:

question: Where is the restructuring liability included within?
answer: accrued compensation and other current liabilities within our Consolidated Balance Sheet, (in millions)
question: What is the  Balance as of October 1, 2017 for Restructuring Liability Employee Separation and other?
answer: $ 1.0
scale: million
question: Which elements of restructuring liability are considered in the table?
answer: Employee Separation and other
Consulting Costs
question: What is the change in balance as of September 30, 2019 from September 30, 2018 for Restructuring Liability Consulting Costs?
answer: 0.5
derivation: 0.8-0.3
scale: million
question: What is the change in balance as of September 30, 2019 from September 30, 2018 for Restructuring Liability Employee Separation and other?
answer: 1.4
derivation: 2.0-0.6
scale: million
question: What is the percentage change in balance as of September 30, 2019 from September 30, 2018 for Restructuring Liability Consulting Costs?
answer: 166.67
derivation: (0.8-0.3)/0.3
scale: percent
Questions and answers about page 1 of the financial report chefs-wharehouse_2019.pdf:

question: What is the adjusted net income for fiscal years 2019, 2018 and 2017 respectively?
answer: $24,400
$20,764
$14,902
question: What is the Weighted average basic common shares outstanding for fiscal years 2019, 2018 and 2017 respectively?
answer: 29,532,342
28,703,265
26,118,482
question: What is the Weighted average diluted common shares outstanding for fiscal years 2019, 2018 and 2017 respectively?
answer: 30,073,338
29,678,919
27,424,526
question: What is the change in the adjusted net income between 2018 and 2019?
answer: 3636
derivation: 24,400-20,764
question: Which year has the highest adjusted net income?
answer: 2019
derivation: $24,400>$20,764>$14,902
question: What is the average adjusted net income from 2017-2019?
answer: 20022
derivation: (24,400+ 20,764+ 14,902)/3
Questions and answers about page 1 of the financial report spirent-communications-plc_2019.pdf:

question: What is the total financial liabilities in 2019?
answer: 112.8
scale: million
question: What is the key objective of the Group's treasury department?
answer: to manage the financial risks of the business and to ensure that sufficient liquidity is available to the Group
question: What are the components under Financial assets?
answer: Non-current trade and other receivables
Cash and cash equivalents
Current trade and other receivables
Current other financial assets
question: In which year was the amount of Non-current trade and other receivables larger?
answer: 2019
derivation: 5.7>3.5
question: What was the change in Non-current trade and other receivables?
answer: 2.2
derivation: 5.7-3.5
scale: million
question: What was the percentage change in Non-current trade and other receivables?
answer: 62.86
derivation: (5.7-3.5)/3.5
scale: percent
Questions and answers about page 1 of the financial report centurylink-inc_2019.pdf:

question: What additional information does Note 17 provide?
answer: additional information on our reportable segments and product and services categories
question: What is the total adjusted EBITDA in 2019?
answer: $8,771
scale: million
question: What are the segments under Adjusted EBITDA?
answer: International and Global Accounts
Enterprise
Small and Medium Business
Wholesale
Consumer
question: How many segments are there under Adjusted EBITDA?
answer: 5
derivation: International and Global Accounts##Enterprise##Small and Medium Business##Wholesale##Consumer
question: What is the change in the adjusted EBITDA under Wholesale in 2019 from 2018?
answer: -239
derivation: 3,427-3,666
scale: million
question: What is the average total adjusted EBITDA over the three years?
answer: 7809.67
derivation: (8,771+8,602+6,056)/3
scale: million