kensho/bizbench huggingface dataset:
{"": {"For the year ended 31 December": 2019.0, "": 2018.0}, "Total GHG emissions (Scopes 1 and 2) (tonnes)": {"For the year ended 31 December": 743287.01, "": 612521.16}, "Direct GHG emissions (Scope 1) (tonnes)": {"For the year ended 31 December": 316.35, "": 36.76}, "Including: Diesel (tonnes)": {"For the year ended 31 December": 316.35, "": 36.76}, "Indirect GHG emissions (Scope 2) (tonnes)": {"For the year ended 31 December": 742970.66, "": 612484.4}, "Including: Purchased electricity (tonnes)": {"For the year ended 31 December": 742970.66, "": 612484.4}, "Hazardous waste (tonnes)": {"For the year ended 31 December": 8.0, "": "\u2013"}, "Non-hazardous waste (tonnes)": {"For the year ended 31 December": 1811.27, "": 1350.76}}

Question: What is the change between 2018 and 2019 Total GHG emissions in tonnes?
Answer: 130765.85

Question: What is the change between 2018 and 2019 direct GHG emissions in tonnes?
Answer: 279.59

Question: What is the change between 2018 and 2019 non-hazardous waste in tonnes?
Answer: 460.51
{"Year ended 31 March": {"2019": "\u00a3m", "2018": "\u00a3m", "2017": "\u00a3m"}, "Service cost (including administration expenses & PPF levy: -- defined benefit plans": {"2019": 135, "2018": 376, "2017": 281}, "Service cost (including administration expenses & PPF levy: -- defined contribution plans": {"2019": 476, "2018": 265, "2017": 240}, "Service cost (including administration expenses & PPF levy: -- Past service credit a": {"2019": "\u2013", "2018": -17, "2017": "\u2013"}, "Service cost (including administration expenses & PPF levy: -- Subtotal": {"2019": 611, "2018": 624, "2017": 521}, "Recognised in the income statement as specific items (note 10) -- Costs to close BT Pension Scheme and provide transition paymentsb for affected employees": {"2019": 23, "2018": "\u2013", "2017": "\u2013"}, "Recognised in the income statement as specific items (note 10) -- Cost to equalise benefits between men and women due to guaranteed minimum pension (GMP) c": {"2019": 26, "2018": "\u2013", "2017": "\u2013"}, "Recognised in the income statement as specific items (note 10) -- Net interest expense on pensions deficit included in specific items": {"2019": 139, "2018": 218, "2017": 209}, "Recognised in the income statement as specific items (note 10) -- Subtotal": {"2019": 188, "2018": 218, "2017": 209}, "Recognised in the income statement as specific items (note 10) -- Total recognised in the income statement": {"2019": 799, "2018": 842, "2017": 730}}

Question: What is the change in defined benefit plans from 2019 to 2018?
Answer: -241

Question: What is the change in defined contribution plans from 2019 to 2018?
Answer: 211

Question: What is the change in Total recognised in the income statement from 2019 to 2018?
Answer: -43
{"December 29, 2019 -- ": {"Gross Carrying Amount": "Gross Carrying Amount", "Accumulated Amortization": "Accumulated Amortization", "Net Carrying Amount": "Net Carrying Amount"}, "December 29, 2019 -- Developed technology": {"Gross Carrying Amount": 959, "Accumulated Amortization": -96, "Net Carrying Amount": 863}, "December 29, 2019 -- Customer relationships": {"Gross Carrying Amount": 81, "Accumulated Amortization": -40, "Net Carrying Amount": 41}, "December 29, 2019 -- Trade names and trade marks": {"Gross Carrying Amount": 116, "Accumulated Amortization": -12, "Net Carrying Amount": 104}, "December 29, 2019 -- Total acquired identifiable intangible assets": {"Gross Carrying Amount": 1156, "Accumulated Amortization": -148, "Net Carrying Amount": 1008}}

Question: What is the value of the net carrying amount of the developed technology as a percentage of the gross carrying amount?
Answer: 89.99

Question: What is the value of the net carrying amount of customer relationships as a percentage of the gross carrying amount?
Answer: 50.62

Question: What is the value of the net carrying amount of trade names and trade marks as a percentage of the gross carrying amount?
Answer: 89.66
{"EBIT less Tax": {"2019": 205.1, "2018": 1.2, "2017": 38.8}, "Impairment reversal": {"2019": -120.0, "2018": "-", "2017": "-"}, "EBIT less tax and impairment": {"2019": 85.1, "2018": 1.2, "2017": 38.8}, "Average invested capital": {"2019": 1627.7, "2018": 1437.7, "2017": 1396.9}, "Average impairment ": {"2019": 98.2, "2018": 185.0, "2017": 185.0}, "Average invested capital less average impairment": {"2019": 1725.9, "2018": 1622.7, "2017": 1581.9}, "Adjusted RoIC": {"2019": 4.9, "2018": 0.1, "2017": 2.4}}

Question: What was the change in the Average invested capital less average impairment in 2019 from 2018?
Answer: 103.2

Question: What was the percentage change in the Average invested capital less average impairment in 2019 from 2018?
Answer: 6.36
{"Deferred tax assets -- Net operating loss and tax credit carryforwards": {"2019": 1045, "2018": 1417}, "Deferred tax assets -- Accrued salaries, wages, and benefits": {"2019": 122, "2018": 163}, "Deferred tax assets -- Property, plant, and equipment": {"2019": 80, "2018": "\u2014"}, "Deferred tax assets -- Other": {"2019": 110, "2018": 115}, "Deferred tax assets -- Gross deferred tax assets": {"2019": 1357, "2018": 1695}, "Deferred tax assets -- Less valuation allowance": {"2019": -277, "2018": -228}, "Deferred tax assets -- Deferred tax assets, net of valuation allowance": {"2019": 1080, "2018": 1467}, "Deferred tax liabilities -- Product and process technology": {"2019": -138, "2018": -62}, "Deferred tax liabilities -- Property, plant, and equipment": {"2019": "\u2014", "2018": -173}, "Deferred tax liabilities -- Other": {"2019": -109, "2018": -213}, "Deferred tax liabilities -- Deferred tax liabilities": {"2019": -247, "2018": -448}, "Deferred tax liabilities -- Net deferred tax assets": {"2019": 833, "2018": 1019}, "Reported as -- Deferred tax assets": {"2019": 837, "2018": 1022}, "Reported as -- Deferred tax liabilities (included in other noncurrent liabilities)": {"2019": -4, "2018": -3}, "Reported as -- Net deferred tax assets": {"2019": 833, "2018": 1019}}

Question: What is the percentage change in the amount of net deferred tax assets from 2018 to 2019?
Answer: -18.25

Question: What is the difference between the amount of gross deferred tax assets in 2018 and 2019?
Answer: 338
{"Goodwill": {"Blue Coat": 4084, "LifeLock": 1397, "Total": 5481}, "Intangible assets": {"Blue Coat": 1608, "LifeLock": 1247, "Total": 2855}, "Net liabilities assumed": {"Blue Coat": -1019, "LifeLock": -361, "Total": -1380}, "Total purchase price": {"Blue Coat": 4673, "LifeLock": 2283, "Total": 6956}}

Question: What is the difference in Total purchase price between Blue Coat and LifeLock?
Answer: 2390

Question: What is the Goodwill for Blue Coat expressed as a percentage of Total purchase price?
Answer: 87.4

Question: What is the Goodwill for LifeLock expressed as a percentage of Total purchase price?
Answer: 61.19
{"Balance at beginning of fiscal year ": {"2019": 5841, "2018": 3115, "2017": 2799}, "Gross increases for tax positions of prior years": {"2019": 62, "2018": 21, "2017": 184}, "Gross increases for tax positions of the current year": {"2019": 39, "2018": 2893, "2017": 163}, "Gross decreases for tax positions of prior years ": {"2019": -3672, "2018": -188, "2017": -31}, "Balance at end of fiscal year": {"2019": 2270, "2018": 5841, "2017": 3115}}

Question: What was the change in the Gross increases for tax positions of prior years between 2018 and 2019?
Answer: 41

Question: What was the percentage change in the balance at end of fiscal year between 2018 and 2019?
Answer: -61.14
{"2020 to 2024": {"Federal": "$\u2014", "State": 222.3, "Foreign": 11.9}, "2025 to 2029": {"Federal": 141.6, "State": 285.7, "Foreign": 104.8}, "2030 to 2034": {"Federal": 7.0, "State": 41.4, "Foreign": 19.6}, "2035 to 2039": {"Federal": 3.6, "State": 159.5, "Foreign": "\u2014"}, "Indefinite carryforward": {"Federal": 22.8, "State": "\u2014", "Foreign": 853.8}, "Total": {"Federal": 175.0, "State": 708.9, "Foreign": 990.1}}

Question: What is the difference between Federal and State NOLs in the period 2025 to 2029?
Answer: 144.1

Question: What was the Federal NOL as a ratio of Foreign NOL in the period 2030 to 2034?
Answer: 0.36

Question: What is the sum of the company's total NOLs?
Answer: 1874
{"": {"Total ": "", "Less than One Year": "", "1-3 Years": "(In thousands)", "4-5 Years": "", "Thereafter": ""}, "Inventory purchase commitments": {"Total ": 53413, "Less than One Year": 53413, "1-3 Years": "$\u2014", "4-5 Years": "$\u2014", "Thereafter": "$\u2014"}, "Indebtedness": {"Total ": 406644, "Less than One Year": 2993, "1-3 Years": 244151, "4-5 Years": 159500, "Thereafter": "$\u2014"}, "Finance lease obligations ": {"Total ": 4597, "Less than One Year": 880, "1-3 Years": 1715, "4-5 Years": 1392, "Thereafter": 610}, "Pension exit liabilities ": {"Total ": 2169, "Less than One Year": 149, "1-3 Years": 329, "4-5 Years": 375, "Thereafter": 1316}, "Long-term operating leases ": {"Total ": 197359, "Less than One Year": 25662, "1-3 Years": 43130, "4-5 Years": 30080, "Thereafter": 98487}, "Total ": {"Total ": 664182, "Less than One Year": 83097, "1-3 Years": 289325, "4-5 Years": 191347, "Thereafter": 100413}}

Question: What is the difference in the total Indebtedness and total Inventory purchase commitments for all periods?
Answer: 353231

Question: What is the percentage constitution of total inventory purchase commitments among the total contractual obligations?
Answer: 8.04
{"Balance at the beginning of the period": {"2019": 2720, "2018": 1342, "2017": 8531}, "Current period tax position increases": {"2019": "\u2014", "2018": 2950, "2017": "\u2014"}, "Decreases from settlements with tax authorities": {"2019": "\u2014", "2018": -191, "2017": -10865}, "Decreases due to lapse in applicable statute of limitations": {"2019": "\u2014", "2018": -1310, "2017": -466}, "Foreign currency translation increases (decreases)": {"2019": -9, "2018": -71, "2017": 4142}, "Balance at the end of the period": {"2019": 2711, "2018": 2720, "2017": 1342}}

Question: What was the change in the Balance at the end of the period in 2019 from 2018?
Answer: -9

Question: What was the percentage change in the Balance at the end of the period in 2019 from 2018?
Answer: -0.33
{"Unrecognized tax benefits, beginning of the year": {"2019": 6029, "2018": 3004, "2017": 2460}, "Increases related to prior year tax position": {"2019": "\u2014", "2018": 1050, "2017": "\u2014"}, "Decreases related to prior year tax positions": {"2019": -48, "2018": "\u2014", "2017": -3}, "Increases related to current year tax positions": {"2019": 2984, "2018": 1975, "2017": 547}, "Unrecognized tax benefits, end of year": {"2019": 8965, "2018": 6029, "2017": 3004}}

Question: What is the percentage change in the unrecognized tax benefits, beginning of the year between 2017 and 2018?
Answer: 22.11

Question: What is the percentage change in the unrecognized tax benefits at the beginning of the year between 2018 and 2019?
Answer: 100.7
{"Restricted cash relating to the total return equity swap (1)": {"2019": 55573, "2018": 82863}, "Restricted cash in relation to the Hilli (2)": {"2019": 75968, "2018": 174597}, "Restricted cash and short-term deposits held by lessor VIEs (3)": {"2019": 34947, "2018": 176428}, "Restricted cash relating to the $1.125 billion debt facility (4)": {"2019": 10975, "2018": 17657}, "Collateral on the Margin Loan facility (5)": {"2019": 10000, "2018": 33413}, "Restricted cash relating to office lease": {"2019": 826, "2018": 777}, "Bank guarantee": {"2019": "\u2014", "2018": 691}, "Total restricted cash and short-term deposits": {"2019": 188289, "2018": 486426}, "Less: Amounts included in current restricted cash and short-term deposits": {"2019": -111545, "2018": -332033}}

Question: What was the change in collateral on the Margin Loan facility between 2018 and 2019?
Answer: -23413

Question: What was the percentage change in restricted cash in relation to the Hilli between 2018 and 2019?
Answer: -56.49
{"": {"Fiscal 2018": "", "Fiscal 2017": "(in millions)", "% Change": ""}, "Sales": {"Fiscal 2018": 670.7, "Fiscal 2017": 578.6, "% Change": 16.0}, "Operating income": {"Fiscal 2018": 60.4, "Fiscal 2017": 39.8, "% Change": 52.0}, "Adjusted EBITDA": {"Fiscal 2018": 73.3, "Fiscal 2017": 48.8, "% Change": 50.0}}

Question: What is the change in CTS adjusted EBITDA?
Answer: 24.5
{"Estimated future value of NOLs -- - Federal": {"2019": 2622, "2018": 2174}, "Estimated future value of NOLs -- - State": {"2019": 869, "2018": 862}, "Research and development tax credits -- - Federal": {"2019": 1207, "2018": 1184}, "Research and development tax credits -- - State": {"2019": 8, "2018": "-"}, "Research and development tax credits -- Share-based compensation": {"2019": 72, "2018": 71}, "Research and development tax credits -- Other, net": {"2019": 177, "2018": 151}, "Research and development tax credits -- Total deferred taxes": {"2019": 4955, "2018": 4442}, "Research and development tax credits -- Valuation allowance": {"2019": -4955, "2018": -4442}, "Research and development tax credits -- Net deferred tax assets": {"2019": "$-", "2018": "$-"}}

Question: What is the difference between the total deferred tax in 2018 and 2019?
Answer: 513

Question: How much did R&D tax credits from the Federal increased from 2018 to 2019?
Answer: 23
{"2019 issuances -- April 30, 2019": {"Principal/ Notional amount (US$)": 1250.0, "Maturity date": 2049.0, "Coupon rate": 4.35, "Fixed hedged (Cdn$) interest rate 1": 4.173, "Equivalent (Cdn$)": 1676.0}, "2019 issuances -- November 12, 2019": {"Principal/ Notional amount (US$)": 1000.0, "Maturity date": 2049.0, "Coupon rate": 3.7, "Fixed hedged (Cdn$) interest rate 1": 3.996, "Equivalent (Cdn$)": 1308.0}, "2018 issuances -- February 8, 2018": {"Principal/ Notional amount (US$)": 750.0, "Maturity date": 2048.0, "Coupon rate": 4.3, "Fixed hedged (Cdn$) interest rate 1": 4.193, "Equivalent (Cdn$)": 938.0}}

Question: What was the increase / (decrease) in the Equivalent (Cdn$) between 2018 and November 2019?
Answer: 370
{"Year Ended January 3, 2020 -- ": {"Defense Solutions": "Defense Solutions", "Civil": "Civil", "Health": "Health", "Total": "Total"}, "(in millions) -- Cost-reimbursement and fixed-price-incentive-fee": {"Defense Solutions": 3697, "Civil": 1997, "Health": 234, "Total": 5928}, "(in millions) -- Firm-fixed-price": {"Defense Solutions": 1203, "Civil": 1075, "Health": 1296, "Total": 3574}, "(in millions) -- Time-and-materials and fixed-price-level-of-effort": {"Defense Solutions": 466, "Civil": 564, "Health": 444, "Total": 1474}, "(in millions) -- Total": {"Defense Solutions": 5366, "Civil": 3636, "Health": 1974, "Total": 10976}}

Question: What was the difference in the Cost-reimbursement and fixed-price-incentive-fee between Civil and Health?
Answer: 1763
{"(Gain) loss on disposition of property, plant, and equipment": {"2019": 43, "2018": -96, "2017": -22}, "Restructure and asset impairments": {"2019": -29, "2018": 28, "2017": 18}, "Other": {"2019": 35, "2018": 11, "2017": 5}, "": {"2019": 49, "2018": -57, "2017": 1}}

Question: What is the percentage change of other operating (income) expenses for restructure and asset impairments between 2017 and 2018?
Answer: 55.56

Question: What is the ratio of other operating expenses in 2019 to 2017?
Answer: 7

Question: What is the difference between total net other operating (income) expenses in 2017 and 2019?
Answer: 48
{"Foreign currency transaction gains(losses)": {"2019": -1262, "2018": 2029, "2017": -548}, "Gains (losses) on derivative instruments not designated as hedges": {"2019": -674, "2018": -1751, "2017": 143}, "Net investment gains (losses) on investments held in rabbi trust": {"2019": 2379, "2018": -867, "2017": 1619}, "Other miscellaneous income (expense)": {"2019": -857, "2018": -1659, "2017": 44}, "": {"2019": -414, "2018": -2248, "2017": 1258}}

Question: What was the overall change in Net investment gains  on investments held in rabbi trust in 2019 from 2017?
Answer: 760

Question: What was the overall percentage change in Net investment gains  on investments held in rabbi trust in 2019 from 2017?
Answer: 46.94
{"Net revenue by product family (1): -- Architecture, Engineering and Construction": {"2019": 1021.6, "2018": 787.5, "2017": 810.4}, "Net revenue by product family (1): -- Manufacturing": {"2019": 616.2, "2018": 528.8, "2017": 575.2}, "Net revenue by product family (1): -- AutoCAD and AutoCAD LT": {"2019": 731.8, "2018": 561.4, "2017": 472.7}, "Net revenue by product family (1): -- Media and Entertainment": {"2019": 182.0, "2018": 152.1, "2017": 138.8}, "Net revenue by product family (1): -- Other": {"2019": 18.2, "2018": 26.8, "2017": 33.9}, "Net revenue by product family (1): -- Total net revenue": {"2019": 2569.8, "2018": 2056.6, "2017": 2031.0}, "Americas -- U.S.": {"2019": 874.6, "2018": 740.4, "2017": 742.1}, "Americas -- Other Americas": {"2019": 175.3, "2018": 130.7, "2017": 129.8}, "Americas -- Total Americas": {"2019": 1049.9, "2018": 871.1, "2017": 871.9}, "Americas -- Europe, Middle East and Africa": {"2019": 1034.3, "2018": 815.4, "2017": 800.4}, "Americas -- Asia Pacific": {"2019": 485.6, "2018": 370.1, "2017": 358.7}, "Americas -- Total net revenue": {"2019": 2569.8, "2018": 2056.6, "2017": 2031.0}, "Net revenue by sales channel: -- Indirect": {"2019": 1830.8, "2018": 1443.8, "2017": 1468.9}, "Net revenue by sales channel: -- Direct": {"2019": 739.0, "2018": 612.8, "2017": 562.1}, "Net revenue by sales channel: -- Total net revenue": {"2019": 2569.8, "2018": 2056.6, "2017": 2031.0}}

Question: What percentage of total net revenue in 2019 came from the US?
Answer: 34.03

Question: What is the change in total net revenue from 2019 to 2018?
Answer: 513.2

Question: What is the total revenue from Manufacturing from 2018 to 2019? 
Answer: 1145
{"Company-Sponsored Research and Development Expense: -- Cubic Transportation Systems": {"2019": 10948, "2018": 13394, "2017": 26308}, "Company-Sponsored Research and Development Expense: -- Cubic Mission Solutions": {"2019": 27111, "2018": 22745, "2017": 11949}, "Company-Sponsored Research and Development Expense: -- Cubic Global Defense": {"2019": 10573, "2018": 16259, "2017": 14395}, "Company-Sponsored Research and Development Expense: -- Unallocated corporate expenses": {"2019": 1500, "2018": "\u2014", "2017": "\u2014"}, "Company-Sponsored Research and Development Expense: -- Total company-sponsored research and development expense": {"2019": 50132, "2018": 52398, "2017": 52652}}

Question: What is the change in the total company-sponsored research and development expense in 2019 from 2018?
Answer: -2266

Question: What is the percentage change in Cubic Mission Solutions in 2019 from 2018?
Answer: 19.2
{"Years Ended December 31, -- (In thousands)": {"2019": 2019, "2018": 2018, "2017": 2017}, "Years Ended December 31, -- Net cash provided by operations": {"2019": 13951, "2018": 16671, "2017": 18204}, "Years Ended December 31, -- Net cash used in investing activities": {"2019": -296243, "2018": -15952, "2017": -11285}, "Years Ended December 31, -- Net cash provided by (used in) financing activities": {"2019": 268740, "2018": -6593, "2017": -367}}

Question: What is the percentage change in Net cash provided by operations from 2017 to 2018?
Answer: -8.42
{"": {"Q1": "Days", "Q2": "Days", "Q3": "Days", "Q4": "Days"}, "2018": {"Q1": 90, "Q2": 91, "Q3": 91, "Q4": 93}, "2019": {"Q1": 89, "Q2": 91, "Q3": 91, "Q4": 94}, "2020": {"Q1": 88, "Q2": 91, "Q3": 91, "Q4": 96}}

Question: What is the increase/ (decrease) in Q1 days from 2018 to 2020?
Answer: -2

Question: What is the increase/ (decrease) in Q4 days from 2018 to 2020?
Answer: 3
{"": {"2019": "\u00a3m", "2018": "\u00a3m"}, "Balance at 1st January": {"2019": 9.8, "2018": 9.6}, "Additional impairment": {"2019": 8.6, "2018": 2.8}, "Amounts written off as uncollectable": {"2019": -1.2, "2018": -0.7}, "Amounts recovered": {"2019": -0.6, "2018": -0.5}, "Impairment losses reversed": {"2019": -1.1, "2018": -1.4}, "Exchange differences": {"2019": -0.7, "2018": "\u2013"}, "Balance at 31st December": {"2019": 14.8, "2018": 9.8}}

Question: What was the change in the balance at 31st December in 2019 from 2018?
Answer: 5

Question: What was the percentage change in the balance at 31st December in 2019 from 2018?
Answer: 51.02
{"United States": {"2019": 292980, "2018": 233133, "2017": 198250}, "Hong Kong": {"2019": 188102, "2018": 169073, "2017": 121813}, "Germany": {"2019": 124805, "2018": 105548, "2017": 104755}, "Europe (2) (3)": {"2019": 76149, "2018": 64248, "2017": 63863}, "China": {"2019": 173148, "2018": 163016, "2017": 71223}, "Taiwan": {"2019": 88853, "2018": 78728, "2017": 9147}, "Asia Pacific (2)": {"2019": 47233, "2018": 36647, "2017": 26878}, "Japan": {"2019": 178502, "2018": 170282, "2017": 3565}, "United Kingdom": {"2019": 42472, "2018": 37038, "2017": 33837}, "Netherlands": {"2019": 44065, "2018": 39684, "2017": 32478}, "Malaysia": {"2019": 33748, "2018": 28165, "2017": 15177}, "Singapore": {"2019": 19417, "2018": 17267, "2017": 15565}, "Italy": {"2019": 15551, "2018": 17905, "2017": 15376}, "Hungary": {"2019": 12245, "2018": 13254, "2017": 18856}, "Mexico": {"2019": 44267, "2018": 23915, "2017": 22424}, "Other Countries (2)": {"2019": 1281, "2018": 2278, "2017": 4131}, "Total Non-United States (3)": {"2019": 1089838, "2018": 967048, "2017": 559088}, "": {"2019": 1382818, "2018": 1200181, "2017": 757338}}

Question: What was the change in net sales in Mexico between 2017 and 2018?
Answer: 1491

Question: What was the percentage change in the net sales from Other Countries between 2018 and 2019?
Answer: -43.77
{"Weighted average shares outstanding: -- Basic weighted average shares outstanding": {"2019": 116175, "2018": 116057, "2017": 118059}, "Add: Dilutive effect of stock options, RSUs, and contingently issuable -- shares": {"2019": 2396, "2018": 1575, "2017": 1385}, "Add: Dilutive effect of stock options, RSUs, and contingently issuable -- Diluted weighted average shares outstanding": {"2019": 118571, "2018": 117632, "2017": 119444}}

Question: What was the change in Basic weighted average shares outstanding between 2018 and 2019?
Answer: 118

Question: What was the change in Basic weighted average shares outstanding between 2017 and 2018?
Answer: -2002

Question: What was the percentage change in Diluted weighted average shares outstanding between 2018 and 2019?
Answer: 0.8
{"Revenues: -- Subscription solutions": {"2019": 642241.0, "2018": 464996.0, "2017": 310031.0}, "Revenues: -- Merchant solutions": {"2019": 935932.0, "2018": 608233.0, "2017": 363273.0}, "Revenues: -- ": {"2019": 1578173.0, "2018": 1073229.0, "2017": 673304.0}, "Percentage of revenues: -- Subscription solutions": {"2019": 40.7, "2018": 43.3, "2017": 46.0}, "Percentage of revenues: -- Merchant solutions": {"2019": 59.3, "2018": 56.7, "2017": 54.0}, "Percentage of revenues: -- Total revenues": {"2019": 100.0, "2018": 100.0, "2017": 100.0}}

Question: What is the change in subscription solutions revenue between 2018 and 2019?
Answer: 177245
{"": {"2019": "\u00a3m", "2018": "\u00a3m"}, "Property, plant and equipment": {"2019": 251.2, "2018": 230.8}, "Right-of-use assets (IFRS 16)": {"2019": 40.8, "2018": "\u2013"}, "Prepayments": {"2019": 0.9, "2018": 6.2}, "Inventories": {"2019": 185.9, "2018": 160.6}, "Trade receivables": {"2019": 240.7, "2018": 245.1}, "Other current assets": {"2019": 35.3, "2018": 32.9}, "Tax recoverable": {"2019": 8.4, "2018": 4.6}, "Trade, other payables and current provisions": {"2019": -178.3, "2018": -172.0}, "Current tax payable": {"2019": -26.7, "2018": -23.7}, "Capital employed": {"2019": 558.2, "2018": 484.5}, "Average capital employed": {"2019": 521.4, "2018": 482.2}, "Average capital employed (excluding IFRS 16)": {"2019": 501.0, "2018": 482.2}, "Operating profit": {"2019": 245.0, "2018": 299.1}, "Adjustments (see adjusted operating profit on page 160)": {"2019": 37.7, "2018": -34.2}, "Adjusted operating profit": {"2019": 282.7, "2018": 264.9}, "Adjusted operating profit (excluding IFRS 16)": {"2019": 281.4, "2018": 264.9}, "Return on capital employed": {"2019": 54.2, "2018": 54.9}, "Return on capital employed (excluding IFRS 16)": {"2019": 56.2, "2018": 54.9}}

Question: What was the change in the adjusted operating profit in 2019 from 2018?
Answer: 17.8

Question: What was the percentage change in the adjusted operating profit in 2019 from 2018?
Answer: 6.72
{"Net cash provided by operating activities": {"2019": 116126, "2018": 140459}, "Net cash used in investing activities": {"2019": -301433, "2018": -537584}, "Net cash provided by financing activities": {"2019": 3954, "2018": 573000}}

Question: What is the change in the Net cash provided by financing activities from 2018 to 2019?
Answer: -569046
{"Consumer": {"2019": 91056.0, "2018": 89762.0, "2019 vs. 2018": 1294.0, "": 1.4}, "Business ": {"2019": 31443.0, "2018": 31534.0, "2019 vs. 2018": -91.0, "": -0.3}, "Corporate and other ": {"2019": 9812.0, "2018": 9936.0, "2019 vs. 2018": -124.0, "": -1.2}, "Eliminations ": {"2019": -443.0, "2018": -369.0, "2019 vs. 2018": -74.0, "": 20.1}, "Consolidated Revenues": {"2019": 131868.0, "2018": 130863.0, "2019 vs. 2018": 1005.0, "": 0.8}}

Question: What was the change in the consumer revenue from 2018 to 2019?
Answer: 1294
{"": {"2019": "\u20acm", "2018": "\u20acm", "2017": "\u20acm"}, "Parent company": {"2019": 2, "2018": 2, "2017": 2}, "Subsidiaries": {"2019": 14, "2018": 14, "2017": 13}, "Subsidiaries  new accounting standards1": {"2019": 1, "2018": 5, "2017": 1}, "Audit fees:": {"2019": 17, "2018": 21, "2017": 16}, "Audit-related fees2": {"2019": 2, "2018": 5, "2017": 4}, "Non-audit fees:": {"2019": 2, "2018": 5, "2017": 4}, "Total fees": {"2019": 19, "2018": 26, "2017": 20}}

Question: What is the average total fees for 2018 and 2019?
Answer: 22.5

Question: What is the difference between the average audit fees and the average total fees for 2018 and 2019?
Answer: -3.5
{"U.S. $ in thousands -- Research and development": {"2019": 123, "2 0 1 8": 175}, "U.S. $ in thousands -- General and administrative": {"2019": 666, "2 0 1 8": 844}, "U.S. $ in thousands -- Total stock-based compensation expense": {"2019": 789, "2 0 1 8": 1019}}

Question: What is the change in the research and development stock-based compensation expense from 2018 to 2019?
Answer: -52

Question: What is the change in the general and administrative stock-based compensation expense from 2018 to 2019?
Answer: -178

Question: What is the percentage change in the total stock-based compensation expense from 2018 to 2019?
Answer: -22.57
{"Deferred tax assets: -- Accrued defined benefit pension and postretirement benefits": {"2019": 46918, "2018": 34776}, "Deferred tax assets: -- Deferred income": {"2019": 13803, "2018": 1535}, "Deferred tax assets: -- Impairment": {"2019": 9981, "2018": 11388}, "Deferred tax assets: -- Accrued insurance": {"2019": 7133, "2018": 8994}, "Deferred tax assets: -- Share-based compensation": {"2019": 5415, "2018": 4936}, "Deferred tax assets: -- Tax loss and tax credit carryforwards": {"2019": 5327, "2018": 7458}, "Deferred tax assets: -- Lease commitments related to closed or refranchised locations": {"2019": 3786, "2018": 4696}, "Deferred tax assets: -- Deferred interest deduction": {"2019": 3188, "2018": "\u2014"}, "Deferred tax assets: -- Other reserves and allowances": {"2019": 2965, "2018": 851}, "Deferred tax assets: -- Accrued incentive compensation": {"2019": 2617, "2018": 2055}, "Deferred tax assets: -- Accrued compensation expense": {"2019": 1092, "2018": 2034}, "Deferred tax assets: -- Interest rate swaps": {"2019": "\u2014", "2018": 181}, "Deferred tax assets: -- Other, net": {"2019": 868, "2018": 2206}, "Deferred tax assets: -- Total gross deferred tax assets": {"2019": 103093, "2018": 81110}, "Deferred tax assets: -- Valuation allowance": {"2019": -2485, "2018": -3554}, "Deferred tax assets: -- Total net deferred tax assets": {"2019": 100608, "2018": 77556}, "Deferred tax liabilities: -- Intangible assets": {"2019": -10520, "2018": -10492}, "Deferred tax liabilities: -- Leasing transactions": {"2019": -3822, "2018": -2790}, "Deferred tax liabilities: -- Property and equipment, principally due to differences in depreciation": {"2019": -128, "2018": -1855}, "Deferred tax liabilities: -- Other": {"2019": -574, "2018": -279}, "Deferred tax liabilities: -- Total gross deferred tax liabilities": {"2019": -15044, "2018": -15416}, "Deferred tax liabilities: -- Net deferred tax assets": {"2019": 85564, "2018": 62140}}

Question: What is the difference in net deferred tax assets between 2018 and 2019?
Answer: 23424

Question: What is the percentage change in accrued incentive compensation from 2018 to 2019?
Answer: 27.35
{"Pretax (loss) income: -- U.S.": {"2019": -593.4, "2018": -127.3, "2017": -279.3}, "Pretax (loss) income: -- Foreign": {"2019": 797.9, "2018": 864.6, "2017": 369.1}, "Pretax (loss) income: -- ": {"2019": 204.5, "2018": 737.3, "2017": 89.8}, "Current (benefit) expense: -- U.S. Federal": {"2019": -98.0, "2018": 369.4, "2017": 21.3}, "Current (benefit) expense: -- State": {"2019": -5.3, "2018": 0.5, "2017": 1.0}, "Current (benefit) expense: -- Foreign": {"2019": 14.1, "2018": 60.8, "2017": 23.8}, "Current (benefit) expense: -- Total current (benefit) expense": {"2019": -89.2, "2018": 430.7, "2017": 46.1}, "Deferred expense (benefit): -- U.S. Federal": {"2019": 11.9, "2018": 82.5, "2017": -114.7}, "Deferred expense (benefit): -- State": {"2019": 0.6, "2018": 0.1, "2017": -5.4}, "Deferred expense (benefit): -- Foreign": {"2019": -74.7, "2018": -31.4, "2017": -6.8}, "Deferred expense (benefit): -- Total deferred (benefit) expense": {"2019": -62.2, "2018": 51.2, "2017": -126.9}, "Deferred expense (benefit): -- Total Income tax (benefit) provision": {"2019": -151.4, "2018": 481.9, "2017": -80.8}}

Question: What was the change in the Deferred expense for State between 2018 and 2019?
Answer: 0.5

Question: What was the change in the Foreign Pretax income between 2018 and 2019? 
Answer: -66.7

Question: What was the percentage change in the Total current expense between 2017 and 2018?
Answer: 834.27
{"Data entry, indexing services and other operating expenses": {"2019(1)": 8.8, "2018": 8.2, "2017": 5.1}, "Corporate services": {"2019(1)": 3.8, "2018": 4.9, "2017": 9.2}, "Technology and corporate services": {"2019(1)": -0.1, "2018": -1.0, "2017": -1.7}, "Total related party expenses, net": {"2019(1)": 12.5, "2018": 12.1, "2017": 12.6}}

Question: What was the change in corporate services between 2017 and 2018?
Answer: -4.3

Question: What was the change in Total related party expenses, net between 2018 and 2019?
Answer: 0.4
{"PSG": {"2019": 2788.3, "2018": 3038.2}, "ASG": {"2019": 1972.3, "2018": 2071.2}, "ISG": {"2019": 757.3, "2018": 768.9}, "Total revenue": {"2019": 5517.9, "2018": 5878.3}}

Question: What is the change in revenue from PSG from 2018 to 2019?
Answer: -249.9

Question: What is the change in revenues from ASG from 2018 to 2019?
Answer: -98.9
{"Research and development funding": {"Year ended December 31, 2019": 132, "Year ended December 31, 2018": 52, "Year ended December 31, 2017": 65}, "Phase-out and start-up costs": {"Year ended December 31, 2019": -38, "Year ended December 31, 2018": -1, "Year ended December 31, 2017": -8}, "Exchange gain (loss), net": {"Year ended December 31, 2019": "\u2014", "Year ended December 31, 2018": 4, "Year ended December 31, 2017": 4}, "Patent costs": {"Year ended December 31, 2019": -1, "Year ended December 31, 2018": -8, "Year ended December 31, 2017": -9}, "Gain on sale of businesses and non-current assets": {"Year ended December 31, 2019": 7, "Year ended December 31, 2018": 8, "Year ended December 31, 2017": 4}, "Other, net": {"Year ended December 31, 2019": 3, "Year ended December 31, 2018": -2, "Year ended December 31, 2017": -1}, "Total": {"Year ended December 31, 2019": 103, "Year ended December 31, 2018": 53, "Year ended December 31, 2017": 55}}

Question: What is the average Research and development funding?
Answer: 83
{"Current tax expense -- Germany": {"2019": 625, "2018": 733, "2017": 935}, "Current tax expense -- Foreign": {"2019": 1153, "2018": 1019, "2017": 716}, "Current tax expense -- Total current tax expense": {"2019": 1778, "2018": 1752, "2017": 1651}, "Deferred tax expense/income -- Germany": {"2019": 3, "2018": 57, "2017": 584}, "Deferred tax expense/income -- Foreign": {"2019": 549, "2018": 298, "2017": 84}, "Deferred tax expense/income -- Total deferred tax income": {"2019": 552, "2018": 241, "2017": 668}, "Deferred tax expense/income -- Total income tax expense": {"2019": 1226, "2018": 1511, "2017": 983}}

Question: What was the change in current tax expense in Germany in 2019 from 2018?
Answer: -108

Question: What was the percentage change in current tax expense in Germany in 2019 from 2018?
Answer: -14.73
{"Net sales": {"March 31, 2019": 143791.0, "June 30, 2019": 156391.0, "September 30, 2019": 114092.0, "December 31, 2019": 115787.0}, "Gross profit": {"March 31, 2019": 60612.0, "June 30, 2019": 65015.0, "September 30, 2019": 46331.0, "December 31, 2019": 47209.0}, "Operating income (loss)": {"March 31, 2019": -6167.0, "June 30, 2019": 562.0, "September 30, 2019": -20288.0, "December 31, 2019": -14070.0}, "Net income (loss)": {"March 31, 2019": 770.0, "June 30, 2019": 3995.0, "September 30, 2019": -46123.0, "December 31, 2019": -11624.0}, "Earnings (loss) per common share - basic": {"March 31, 2019": 0.02, "June 30, 2019": 0.08, "September 30, 2019": -0.96, "December 31, 2019": -0.25}, "Earnings (loss) per common share - diluted": {"March 31, 2019": 0.02, "June 30, 2019": 0.08, "September 30, 2019": -0.96, "December 31, 2019": -0.25}}

Question: What is the total net sales of the 3 highest earning quarters in 2019?
Answer: 415969

Question: What was the change in gross profit between  Three Months Ended  March 31, 2019 and June 30, 2019?
Answer: 4403

Question: What was the percentage change in Net sales between Three Months Ended  September and December in 2019?
Answer: 1.49
{"2024 Notes": {"Amount (USDMillion)": 1250.0, "Interest Rate (per annum)": 3.28, "Due": 2024.0}, "2024 Floating Rate Notes": {"Amount (USDMillion)": 750, "Interest Rate (per annum)": 3, "Due": 2024}, "2026 Notes": {"Amount (USDMillion)": 500.0, "Interest Rate (per annum)": 3.575, "Due": 2026.0}, "2029 Notes": {"Amount (USDMillion)": 3000.0, "Interest Rate (per annum)": 3.975, "Due": 2029.0}, "2049 Notes": {"Amount (USDMillion)": 500.0, "Interest Rate (per annum)": 4.525, "Due": 2049.0}, "": {"Amount (USDMillion)": 6000, "Interest Rate (per annum)": "", "Due": ""}}

Question: How many percent of the total notes payable is the 2024 Notes?
Answer: 20.83

Question: How many percent of the total notes payable is the 2026 Notes?
Answer: 8.33

Question: How many percent of the total notes payable is the 2029 Notes?
Answer: 50
{"": {"Total Number of Shares Purchased (1)": "", "Average Price Paid per Share (2)": "", "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": "", "Approximate Dollar Value of Shares that May Yet be Purchased Under the Plans or Programs (3)": "(in millions)"}, "October 1, 2019 - October 31, 2019": {"Total Number of Shares Purchased (1)": "\u2014", "Average Price Paid per Share (2)": "$", "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": "\u2014", "Approximate Dollar Value of Shares that May Yet be Purchased Under the Plans or Programs (3)": "$"}, "November 1, 2019 - November 30, 2019": {"Total Number of Shares Purchased (1)": 42800.0, "Average Price Paid per Share (2)": 209.74, "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": 42800.0, "Approximate Dollar Value of Shares that May Yet be Purchased Under the Plans or Programs (3)": 103.1}, "December 1, 2019 - December 31, 2019": {"Total Number of Shares Purchased (1)": 50854.0, "Average Price Paid per Share (2)": 209.59, "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": 50854.0, "Approximate Dollar Value of Shares that May Yet be Purchased Under the Plans or Programs (3)": 92.4}, "Total Fourth Quarter": {"Total Number of Shares Purchased (1)": 93654.0, "Average Price Paid per Share (2)": 209.66, "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": 93654.0, "Approximate Dollar Value of Shares that May Yet be Purchased Under the Plans or Programs (3)": 92.4}}

Question: What was the change in the total number of shares purchased between November and December?
Answer: 8054

Question: What was the percentage change in the Approximate Dollar Value of Shares that May Yet be Purchased Under the Plans or Programs between November and December?
Answer: -10.38
{"Flocks, net of accumulated amortization": {"June 1, 2019": 105536, "June 2, 2018": 96594}, "Eggs": {"June 1, 2019": 14318, "June 2, 2018": 17313}, "Feed and supplies": {"June 1, 2019": 52383, "June 2, 2018": 54737}, "": {"June 1, 2019": 172237, "June 2, 2018": 168644}}

Question: What is the increase / (decrease) in number of eggs in 2019?
Answer: -2995

Question: What is the increase / (decrease) in total inventory in 2019 compared to 2018?
Answer: 3593
{"Mr. Dorsey": {"Grant Date": "\u2014", "Number of Securities Underlying Restricted Stock Awards and Restricted Stock Units (#)": "\u2014", "Number of Securities Underlying Options (#)": "\u2014", "Exercise or Base Price of Option Awards ($/Sh)": "\u2014", "Grant Date Fair Value of Stock and Option Awards ($) (1)": "\u2014"}, "Ms. Friar": {"Grant Date": 4.0, "Number of Securities Underlying Restricted Stock Awards and Restricted Stock Units (#)": 38159.0, "Number of Securities Underlying Options (#)": 109026.0, "Exercise or Base Price of Option Awards ($/Sh)": 44.75, "Grant Date Fair Value of Stock and Option Awards ($) (1)": 3479299.0}, "Ms.Henry": {"Grant Date": 4.0, "Number of Securities Underlying Restricted Stock Awards and Restricted Stock Units (#)": 38159.0, "Number of Securities Underlying Options (#)": 109026.0, "Exercise or Base Price of Option Awards ($/Sh)": 44.75, "Grant Date Fair Value of Stock and Option Awards ($) (1)": 3479299.0}, "Ms. Reses": {"Grant Date": 4.0, "Number of Securities Underlying Restricted Stock Awards and Restricted Stock Units (#)": 38159.0, "Number of Securities Underlying Options (#)": 109026.0, "Exercise or Base Price of Option Awards ($/Sh)": 44.75, "Grant Date Fair Value of Stock and Option Awards ($) (1)": 3479299.0}, "Ms. Whiteley": {"Grant Date": 4.0, "Number of Securities Underlying Restricted Stock Awards and Restricted Stock Units (#)": 16695.0, "Number of Securities Underlying Options (#)": 47699.0, "Exercise or Base Price of Option Awards ($/Sh)": 44.75, "Grant Date Fair Value of Stock and Option Awards ($) (1)": 1522215.0}, "Mr. Daswani": {"Grant Date": 4, "Number of Securities Underlying Restricted Stock Awards and Restricted Stock Units (#)": 4198, "Number of Securities Underlying Options (#)": "\u2014", "Exercise or Base Price of Option Awards ($/Sh)": "\u2014", "Grant Date Fair Value of Stock and Option Awards ($) (1)": 187861}, "Mr. Murphy": {"Grant Date": 4, "Number of Securities Underlying Restricted Stock Awards and Restricted Stock Units (#)": 4962, "Number of Securities Underlying Options (#)": "\u2014", "Exercise or Base Price of Option Awards ($/Sh)": "\u2014", "Grant Date Fair Value of Stock and Option Awards ($) (1)": 222050}}

Question: What is the difference between the smallest and largest amount of Grant Date Fair Value of Stock and Option Awards?
Answer: 3291438

Question: What is the ratio of Ms. Henry’s to Ms. Whiteley’s Number of Securities Underlying Options?
Answer: 2.29
{"": {"2019": "", "2018": "", "2017": "(in thousands)", "2016": "", "2015": ""}, "Net cash provided by (used in) operating activities (1)": {"2019": -156832, "2018": 113207, "2017": 64241, "2016": 138720, "2015": 141257}, "Purchase of property and equipment": {"2019": -36531, "2018": -52880, "2017": -89160, "2016": -78640, "2015": -30566}, "Free cash flow": {"2019": -193363, "2018": 60327, "2017": -24919, "2016": 60080, "2015": 110691}, "Net cash provided by (used in) investing activities": {"2019": 25761, "2018": 17496, "2017": -28718, "2016": -392666, "2015": -170027}, "Net cash provided by (used in) financing activities (1)": {"2019": -8406, "2018": 1287, "2017": 4635, "2016": 19794, "2015": 368953}}

Question: What is the difference in the net cash provided by investing activities between 2018 and 2019?
Answer: 8265

Question: What is the percentage change for net cash provided by financing activities from 2017 to 2018?
Answer: 72.23
{"NorthAmerica": {"2019": 871114.0, "% of Net\nSales": 14.5, "2018": 732695.0, "% of Net Sales": 13.7}, "EMEA": {"2019": 227083.0, "% of Net\nSales": 14.9, "2018": 221467.0, "% of Net Sales": 14.5}, "APAC": {"2019": 39901.0, "% of Net\nSales": 22.1, "2018": 39556.0, "% of Net Sales": 21.2}, "Consolidated": {"2019": 1138098.0, "% of Net\nSales": 14.7, "2018": 993718.0, "% of Net Sales": 14.0}}

Question: What is the change in Net sales of North America between 2018 and 2019?
Answer: 138419

Question: What is the change in Net sales of EMEA between 2018 and 2019?
Answer: 5616
{"Net revenues: -- FEI-NY": {"2019": 38096, "2018": 26936}, "Net revenues: -- FEI-Zyfer": {"2019": 12235, "2018": 15272}, "Net revenues: -- Less intersegment revenues": {"2019": -822, "2018": -2801}, "Net revenues: -- Consolidated revenues": {"2019": 49509, "2018": 39407}, "Operating loss: -- FEI-NY": {"2019": -4429, "2018": -15097}, "Operating loss: -- FEI-Zyfer": {"2019": 1730, "2018": 3164}, "Operating loss: -- Corporate": {"2019": -118, "2018": -462}, "Operating loss: -- Consolidated operating loss": {"2019": -2817, "2018": -12395}, "Operating loss: -- ": {"2019": 2019, "2018": 2018}, "Identifiable assets: -- FEI-NY (approximately $1.5 in China in 2019)": {"2019": 54295, "2018": 55181}, "Identifiable assets: -- FEI-Zyfer": {"2019": 10478, "2018": 8168}, "Identifiable assets: -- less intersegment receivables": {"2019": -8346, "2018": -11888}, "Identifiable assets: -- Corporate": {"2019": 30344, "2018": 32123}, "Identifiable assets: -- Consolidated identifiable assets": {"2019": 86771, "2018": 83584}, "Depreciation and amortization (allocated): -- FEI-NY": {"2019": 2695, "2018": 2355}, "Depreciation and amortization (allocated): -- FEI-Zyfer": {"2019": 92, "2018": 114}, "Depreciation and amortization (allocated): -- Corporate": {"2019": 15, "2018": 15}, "Depreciation and amortization (allocated): -- Consolidated depreciation and amortization expense": {"2019": 2802, "2018": 2484}}

Question: What is the change in net revenues from FEI-NY between 2018 and 2019?
Answer: 11160

Question: In 2019, what is the percentage constitution of the revenue from FEI-NY among the total consolidated revenues?
Answer: 76.95
{"SaaS and license revenue": {"2019": 337375, "2018": 291072, "2019 vs. 2018": 16}, "Hardware and other revenue": {"2019": 164988, "2018": 129422, "2019 vs. 2018": 27}, "Total revenue": {"2019": 502363, "2018": 420494, "2019 vs. 2018": 19}}

Question: What was SaaS and license revenue as a percentage of total revenue in 2019?
Answer: 67.16
{"Audit Fees (1)": {"2019": 2723, "2018": 2529}, "Audit-Related Fees (2)": {"2019": 33, "2018": 59}, "Tax Fees (3)": {"2019": 23, "2018": 32}, "Total": {"2019": 2779, "2018": 2620}, "": {"2019": "", "2018": ""}}

Question: What is the increase/ (decrease) in Audit Fees from 2019 to 2018?
Answer: 194

Question: What is the increase/ (decrease) in Audit-Related Fees from 2019 to 2018?
Answer: -26

Question: What is the increase/ (decrease) in Tax Fees from 2019 to 2018?
Answer: -9
{"Year Ended December 31 -- ": {"2019": 2019, "2018": 2018}, "Year Ended December 31 -- Vaulation allowances, beginning of year": {"2019": 5398, "2018": 13872}, "Year Ended December 31 -- Net operating loss": {"2019": 3284, "2018": 1920}, "Year Ended December 31 -- Expiration of net operating losses and limitations": {"2019": -7, "2018": -9939}, "Year Ended December 31 -- Adjustment to deferred taxes": {"2019": 29, "2018": -321}, "Year Ended December 31 -- Impact of state tax rate change": {"2019": 26, "2018": -146}, "Year Ended December 31 -- Other adjusments": {"2019": 9, "2018": 12}, "Year Ended December 31 -- Valuation allowance, end of year": {"2019": 8739, "2018": 5398}}

Question: What is the change in valuation allowance in 2019?
Answer: 3341

Question: What is the change in valuation allowance in 2018?
Answer: -8474

Question: What is the change in net operating loss between 2018 and 2019?
Answer: 1364
{"Net cash provided by operating activities": {"2019": 1831, "2018": 1790, "Increase (Decrease)": 41}, "Net cash used in investing activities": {"2019": -22, "2018": -230, "Increase (Decrease)": 208}, "Net cash used in financing activities": {"2019": -237, "2018": -2020, "Increase (Decrease)": 1783}, "Effect of foreign exchange rate changes": {"2019": -3, "2018": -31, "Increase (Decrease)": 28}, "Net increase (decrease) in cash and cash equivalents and restricted cash": {"2019": 1569, "2018": -491, "Increase (Decrease)": 2060}}

Question: What was the percentage change in Net cash provided by operating activities between 2018 and 2019?
Answer: 2.29

Question: What is the increase(decrease) in Net cash provided by operating activities as a percentage of Increase (Decrease) of Net cash used in investing activities?
Answer: 19.71

Question: What is the increase(decrease) in Net cash provided by operating activities as a percentage of Increase (Decrease) in Net cash used in financing activities?
Answer: 2.3
{"Prepaid expenses": {"DECEMBER 31, 2018 AS REPORTED": 244, "IFRS 16 IMPACTS": -55, "JANUARY 1, 2019 UPON ADOPTION OF IFRS 16": 189}, "Other current assets": {"DECEMBER 31, 2018 AS REPORTED": 329, "IFRS 16 IMPACTS": 9, "JANUARY 1, 2019 UPON ADOPTION OF IFRS 16": 338}, "Property, plant and equipment": {"DECEMBER 31, 2018 AS REPORTED": 24844, "IFRS 16 IMPACTS": 2257, "JANUARY 1, 2019 UPON ADOPTION OF IFRS 16": 27101}, "Other non-current assets": {"DECEMBER 31, 2018 AS REPORTED": 847, "IFRS 16 IMPACTS": 17, "JANUARY 1, 2019 UPON ADOPTION OF IFRS 16": 864}, "Trade payables and other liabilities": {"DECEMBER 31, 2018 AS REPORTED": 3941, "IFRS 16 IMPACTS": -10, "JANUARY 1, 2019 UPON ADOPTION OF IFRS 16": 3931}, "Debt due within one year": {"DECEMBER 31, 2018 AS REPORTED": 4645, "IFRS 16 IMPACTS": 293, "JANUARY 1, 2019 UPON ADOPTION OF IFRS 16": 4938}, "Long-term debt": {"DECEMBER 31, 2018 AS REPORTED": 19760, "IFRS 16 IMPACTS": 2011, "JANUARY 1, 2019 UPON ADOPTION OF IFRS 16": 21771}, "Deferred tax liabilities": {"DECEMBER 31, 2018 AS REPORTED": 3163, "IFRS 16 IMPACTS": -7, "JANUARY 1, 2019 UPON ADOPTION OF IFRS 16": 3156}, "Other non-current liabilities": {"DECEMBER 31, 2018 AS REPORTED": 997, "IFRS 16 IMPACTS": -39, "JANUARY 1, 2019 UPON ADOPTION OF IFRS 16": 958}, "Deficit": {"DECEMBER 31, 2018 AS REPORTED": -4937, "IFRS 16 IMPACTS": -19, "JANUARY 1, 2019 UPON ADOPTION OF IFRS 16": -4956}, "Non-controlling interest": {"DECEMBER 31, 2018 AS REPORTED": 326, "IFRS 16 IMPACTS": -1, "JANUARY 1, 2019 UPON ADOPTION OF IFRS 16": 325}}

Question: What is the percentage change in other current assets due to the adoption of IFRS 16?
Answer: 2.74

Question: What is the percentage change in Debt due within one year due to the adoption of IFRS 16?
Answer: 6.31

Question: What is the percentage change in property, plant and equipment upon adoption of IFRS 16?
Answer: 9.08
{"Available-for-sale securities: -- U.S. Treasury, short-term": {"Cost": 4240, "Gross Unrealized Gains": 2, "Gross Unrealized Losses": "$\u2014", "Fair Market Value": 4242}, "Available-for-sale securities: -- Corporate debt securities, short-term": {"Cost": 12258, "Gross Unrealized Gains": 2, "Gross Unrealized Losses": "\u2014", "Fair Market Value": 12260}, "Available-for-sale securities: -- U.S. Treasury, long-term": {"Cost": 1102, "Gross Unrealized Gains": "\u2014", "Gross Unrealized Losses": -1, "Fair Market Value": 1101}, "Available-for-sale securities: -- Corporate debt securities, long-term": {"Cost": 451, "Gross Unrealized Gains": "\u2014", "Gross Unrealized Losses": "\u2014", "Fair Market Value": 451}, "Available-for-sale securities: -- Total": {"Cost": 18051, "Gross Unrealized Gains": 4, "Gross Unrealized Losses": -1, "Fair Market Value": 18054}}

Question: What is the ratio (including both short-term and long-term) of the cost from the U.S. Treasury securities to corporate debt securities in 2019?
Answer: 0.42