kensho/bizbench huggingface dataset:
{"Foreign currency translation adjustment": {"Financial Statement Line Item": "Operating income", "2019": "$\u2014", "2018": "$\u2014", "2017": 5947}, "Realized losses (gains) on derivative instruments:(3) -- Foreign exchange contracts": {"Financial Statement Line Item": "Cost of revenue", "2019": 21982, "2018": -9379, "2017": 4799}, "Realized losses (gains) on derivative instruments:(3) -- Interest rate contracts": {"Financial Statement Line Item": "Interest expense", "2019": -1723, "2018": -13697, "2017": 3950}, "Realized losses (gains) on derivative instruments:(3) -- Actuarial loss": {"Financial Statement Line Item": -1, "2019": 741, "2018": 1127, "2017": 1929}, "Realized losses (gains) on derivative instruments:(3) -- Prior service credit": {"Financial Statement Line Item": -1, "2019": -44, "2018": -88, "2017": -138}, "Realized losses (gains) on derivative instruments:(3) -- Available for sale securities": {"Financial Statement Line Item": -2, "2019": 33333, "2018": "\u2014", "2017": 10139}, "Realized losses (gains) on derivative instruments:(3) -- Total amounts reclassified from AOCI(4)": {"Financial Statement Line Item": "", "2019": 54289, "2018": -22037, "2017": 26626}}

Question: What was the change in the Foreign exchange contracts between 2017 and 2019?
Answer: 17183
{"": {"2019": "\u00a3m", "2018": "\u00a3m"}, "Fees payable for the audit of the Company and consolidated financial statements": {"2019": 0.1, "2018": 0.1}, "Fees payable for other services: --  the audit of the subsidiary undertakings pursuant to legislation": {"2019": 0.2, "2018": 0.1}, "Fees payable for other services: -- Total": {"2019": 0.3, "2018": 0.2}}

Question: What was the change in the total amount of fees payable in 2019 from 2018?
Answer: 0.1

Question: What was the percentage change in the total amount of fees payable in 2019 from 2018?
Answer: 50
{"": {"2018": "$NT (In Thousands)", "2019": "$NT (In Thousands)"}, "Defined benefit obligation at beginning of year": {"2018": -5671058, "2019": -5620509}, "Items recognized as profit or loss: -- Service cost": {"2018": -24477, "2019": -21043}, "Items recognized as profit or loss: -- Interest cost": {"2018": -61247, "2019": -51146}, "Items recognized as profit or loss: -- Subtotal": {"2018": -85724, "2019": -72189}, "Remeasurements recognized in other comprehensive income (loss): -- Arising from changes in financial assumptions": {"2018": -91350, "2019": -114976}, "Remeasurements recognized in other comprehensive income (loss): -- Experience adjustments": {"2018": -5907, "2019": 180095}, "Remeasurements recognized in other comprehensive income (loss): -- Subtotal": {"2018": -97257, "2019": 65119}, "Remeasurements recognized in other comprehensive income (loss): -- Benefits paid": {"2018": 233530, "2019": 216510}}

Question: What is the increase/ (decrease) in Benefits paid from 2018 to 2019?
Answer: -17020
{"": {"March 31, 2018": "", "June 30, 2018": "(in thousands, except share and per share amounts)", "September 30, 2018": "", "December 31, 2018": ""}, "Service revenue": {"March 31, 2018": 128706, "June 30, 2018": 129296, "September 30, 2018": 130139, "December 31, 2018": 132049}, "Network operations, including equity-based compensation expense": {"March 31, 2018": 54875, "June 30, 2018": 54379, "September 30, 2018": 54615, "December 31, 2018": 55660}, "Gains on equipment transactions": {"March 31, 2018": 117, "June 30, 2018": 357, "September 30, 2018": 416, "December 31, 2018": 92}, "Operating income": {"March 31, 2018": 20637, "June 30, 2018": 21354, "September 30, 2018": 22255, "December 31, 2018": 22311}, "Net income": {"March 31, 2018": 6784, "June 30, 2018": 6552, "September 30, 2018": 8231, "December 31, 2018": 7100}, "Net income per common sharebasic and diluted": {"March 31, 2018": 0.15, "June 30, 2018": 0.15, "September 30, 2018": 0.18, "December 31, 2018": 0.16}, "Weighted-average number of common sharesbasic": {"March 31, 2018": 44923973, "June 30, 2018": 45016767, "September 30, 2018": 45105830, "December 31, 2018": 45284481}, "Weighted-average number of common sharesdiluted": {"March 31, 2018": 45294697, "June 30, 2018": 45536473, "September 30, 2018": 45699635, "December 31, 2018": 45803418}}

Question: What is the total service revenue at March 31 and June 30, 2018?
Answer: 258002
{"Cost of cloud and software": {"2019": 138, "2018": 78, "2017": 115}, "Cost of services": {"2019": 246, "2018": 142, "2017": 158}, "Research and development": {"2019": 429, "2018": 210, "2017": 269}, "Sales and marketing": {"2019": 562, "2018": 312, "2017": 442}, "General and administration": {"2019": 461, "2018": 88, "2017": 135}, "Share-based payment expenses": {"2019": 1835, "2018": 830, "2017": 1120}, "Thereof cash-settled share-based payments": {"2019": 1664, "2018": 674, "2017": 963}, "Thereof equity-settled share-based payments": {"2019": 171, "2018": 156, "2017": 157}}

Question: What was the change in Cost of cloud and software in 2019 from 2018?
Answer: 60

Question: What was the percentage change in Cost of cloud and software in 2019 from 2018?
Answer: 76.92
{"Plans with accumulated benefit obligations in excess of plan assets: -- Accumulated benefit obligations": {"2019": 75.6, "2018": 130.7}, "Plans with accumulated benefit obligations in excess of plan assets: -- Plan assets": {"2019": 70.0, "2018": 112.1}, "Plans with projected benefit obligations in excess of plan assets: -- Projected benefit obligations": {"2019": 91.6, "2018": 158.1}, "Plans with projected benefit obligations in excess of plan assets: -- Plan assets": {"2019": 80.8, "2018": 121.1}}

Question: How much is the percentage change in the projected benefit obligations from 2018 to 2019?
Answer: -42.06
{"Long-term debt: (a) -- Principal payments": {"2020": 5518, "2021-2022": 11744, "2023-2024": 8000, "Thereafter": 47519, "Total": 72781}, "Long-term debt: (a) -- Interest payments": {"2020": 2299, "2021-2022": 4309, "2023-2024": 3818, "Thereafter": 29383, "Total": 39809}, "Long-term debt: (a) -- Construction commitments (b)": {"2020": 3443, "2021-2022": 515, "2023-2024": 0, "Thereafter": 0, "Total": 3958}, "Long-term debt: (a) -- Operating leases, including imputed interest (c)": {"2020": 1790, "2021-2022": 3144, "2023-2024": 2413, "Thereafter": 3645, "Total": 10992}, "Long-term debt: (a) -- Finance leases, including imputed interest (c)": {"2020": 797, "2021-2022": 2008, "2023-2024": 2165, "Thereafter": 9872, "Total": 14842}, "Long-term debt: (a) -- Transition tax (d)": {"2020": 1180, "2021-2022": 2900, "2023-2024": 4168, "Thereafter": 8155, "Total": 16403}, "Long-term debt: (a) -- Purchase commitments (e)": {"2020": 17478, "2021-2022": 1185, "2023-2024": 159, "Thereafter": 339, "Total": 19161}, "Long-term debt: (a) -- Other long-term liabilities (f)": {"2020": 0, "2021-2022": 72, "2023-2024": 29, "Thereafter": 324, "Total": 425}, "Long-term debt: (a) -- Total": {"2020": 32505, "2021-2022": 25877, "2023-2024": 20752, "Thereafter": 99237, "Total": 178371}}

Question: How much do the top 3 contractual obligation terms add up to in 2020?
Answer: 26439

Question: What are the construction commitments in 2020 as a percentage of the total contractual obligations?
Answer: 10.59

Question: What is the percentage change in interest payments from 2020 to 2021-2022?
Answer: 87.43
{"Outstanding as of August 30, 2018": {"Number of Shares": 18, "Weighted-Average Exercise Price Per Share": 23.38, "Weighted-Average Remaining Contractual Life (In Years)": "", "Aggregate Intrinsic Value": ""}, "Granted": {"Number of Shares": "\u2014", "Weighted-Average Exercise Price Per Share": 44.3, "Weighted-Average Remaining Contractual Life (In Years)": "", "Aggregate Intrinsic Value": ""}, "Exercised": {"Number of Shares": -5, "Weighted-Average Exercise Price Per Share": 17.5, "Weighted-Average Remaining Contractual Life (In Years)": "", "Aggregate Intrinsic Value": ""}, "Canceled or expired": {"Number of Shares": -1, "Weighted-Average Exercise Price Per Share": 22.6, "Weighted-Average Remaining Contractual Life (In Years)": "", "Aggregate Intrinsic Value": ""}, "Outstanding as of August 29, 2019": {"Number of Shares": 12.0, "Weighted-Average Exercise Price Per Share": 25.94, "Weighted-Average Remaining Contractual Life (In Years)": 4.3, "Aggregate Intrinsic Value": 220.0}, "Exercisable as of August 29, 2019": {"Number of Shares": 7.0, "Weighted-Average Exercise Price Per Share": 25.37, "Weighted-Average Remaining Contractual Life (In Years)": 3.7, "Aggregate Intrinsic Value": 143.0}, "Unvested as of August 29, 2019": {"Number of Shares": 5.0, "Weighted-Average Exercise Price Per Share": 26.94, "Weighted-Average Remaining Contractual Life (In Years)": 5.5, "Aggregate Intrinsic Value": 77.0}}

Question: What is the price of outstanding shares as of August 29, 2019?
Answer: 311.28

Question: What is the proportion of exercisable shares among the total outstanding shares as of August 29, 2019?
Answer: 0.58
{"Cash and cash equivalents": {"2019": 1, "2018": 2}, "Equity securities": {"2019": 24, "2018": 27}, "Government debt securities": {"2019": 12, "2018": 3}, "Corporate debt securities": {"2019": 16, "2018": 26}, "Investments in funds(a)": {"2019": 21, "2018": 17}, "Real estate": {"2019": 2, "2018": 3}, "Other (mainly insurance assets  contracts and reserves)": {"2019": 24, "2018": 22}, "Total": {"2019": 100, "2018": 100}}

Question: What was the average investment in cash and cash equivalents?
Answer: 1.5

Question: What was the increase / (decrease) in the investment in Equity Securities from 2018 to 2019?
Answer: -3
{"Non-current deferred tax assets: -- Reserve for uncollectible accounts": {"2019": 1194, "2018": 1164}, "Non-current deferred tax assets: -- Accrued vacation pay deducted when paid": {"2019": 4152, "2018": 4371}, "Non-current deferred tax assets: -- Accrued expenses and deferred revenue": {"2019": 9839, "2018": 12848}, "Non-current deferred tax assets: -- Net operating loss carryforwards": {"2019": 86535, "2018": 76659}, "Non-current deferred tax assets: -- Pension and postretirement obligations": {"2019": 80245, "2018": 84786}, "Non-current deferred tax assets: -- Share-based compensation": {"2019": 693, "2018": 9}, "Non-current deferred tax assets: -- Derivative instruments": {"2019": 5868, "2018": -825}, "Non-current deferred tax assets: -- Financing costs": {"2019": 176, "2018": 189}, "Non-current deferred tax assets: -- Tax credit carryforwards": {"2019": 6077, "2018": 6411}, "Non-current deferred tax assets: -- ": {"2019": 194779, "2018": 185612}, "Non-current deferred tax assets: -- Valuation allowance": {"2019": -6680, "2018": -9158}, "Non-current deferred tax assets: -- Net non-current deferred tax assets": {"2019": 188099, "2018": 176454}, "Non-current deferred tax liabilities: -- Goodwill and other intangibles": {"2019": -66271, "2018": -82992}, "Non-current deferred tax liabilities: -- Basis in investment": {"2019": -5, "2018": -12}, "Non-current deferred tax liabilities: -- Partnership investments": {"2019": -16138, "2018": -14425}, "Non-current deferred tax liabilities: -- Property, plant and equipment": {"2019": -278712, "2018": -267154}, "Non-current deferred tax liabilities: -- ": {"2019": -361126, "2018": -364583}, "Non-current deferred tax liabilities: -- Net non-current deferred taxes": {"2019": -173027, "2018": -188129}}

Question: What is the increase/ (decrease) in Reserve for uncollectible accounts from 2018 to 2019?
Answer: 30

Question: What is the increase/ (decrease) in Accrued vacation pay deducted when paid from 2018 to 2019?
Answer: -219

Question: What is the increase/ (decrease) in Accrued expenses and deferred revenue from 2018 to 2019?
Answer: -3009
{"2018: -- Operating revenues": {"March 31,": 1741.8, "June 30,": 1780.9, "September 30,": 1785.5, "December 31,": 2131.9, "Year Ended December 31,": 7440.1}, "2018: -- Costs of operations (1)": {"March 31,": 519.9, "June 30,": 560.3, "September 30,": 556.7, "December 31,": 540.9, "Year Ended December 31,": 2177.8}, "2018: -- Operating income": {"March 31,": 402.9, "June 30,": 546.0, "September 30,": 567.2, "December 31,": 388.9, "Year Ended December 31,": 1905.0}, "2018: -- Net income": {"March 31,": 280.3, "June 30,": 314.4, "September 30,": 377.3, "December 31,": 292.7, "Year Ended December 31,": 1264.7}, "2018: -- Net income attributable to American Tower Corporation stockholders": {"March 31,": 285.2, "June 30,": 306.7, "September 30,": 366.9, "December 31,": 277.6, "Year Ended December 31,": 1236.4}, "2018: -- Dividends on preferred stock": {"March 31,": -9.4, "June 30,": "\u2014", "September 30,": "\u2014", "December 31,": "\u2014", "Year Ended December 31,": -9.4}, "2018: -- Net income attributable to American Tower Corporation common stockholders": {"March 31,": 275.8, "June 30,": 306.7, "September 30,": 366.9, "December 31,": 277.6, "Year Ended December 31,": 1227.0}, "2018: -- Basic net income per share attributable to American Tower Corporation common stockholders": {"March 31,": 0.63, "June 30,": 0.69, "September 30,": 0.83, "December 31,": 0.63, "Year Ended December 31,": 2.79}, "2018: -- Diluted net income per share attributable to American Tower Corporation common stockholders": {"March 31,": 0.63, "June 30,": 0.69, "September 30,": 0.83, "December 31,": 0.62, "Year Ended December 31,": 2.77}}

Question: What was the change in Operating revenues between Three Months Ended March and June?
Answer: 39.1

Question: What was the percentage change in operating revenues between Three Months Ended  September and December?
Answer: 19.4
{"Debt to assets ratio": {"Notes": "A", "2019": 67.8, "2018": 53.1, "Change": 14.7}, "Interest cover": {"Notes": "B", "2019": 1.67, "2018": 1.91, "Change": 0.24}, "Weighted average debt maturity": {"Notes": "", "2019": 5.0, "2018": 5.8, "Change": 0.8}, "Weighted average cost of gross debt (excluding RCF)": {"Notes": "", "2019": 4.3, "2018": 4.2, "Change": 0.1}, "Proportion of gross debt with interest rate protection": {"Notes": "", "2019": 88.0, "2018": 84.0, "Change": 4.0}, "Immediately available cash and facilities": {"Notes": "C", "2019": 241.5, "2018": 246.8, "Change": -5.3}}

Question: What is the change in the proportion of gross debt with interest rate protection from 2018 to 2019?
Answer: 4
{"": {"2019": "", "2018": "(in millions)", "2017": ""}, "Basic": {"2019": 338, "2018": 350, "2017": 355}, "Dilutive impact of share-based compensation arrangements": {"2019": 2, "2018": 3, "2017": 3}, "Diluted": {"2019": 340, "2018": 353, "2017": 358}}

Question: What was the change in Dilutive impact of share-based compensation arrangements in 2019 from 2018?
Answer: -1

Question: What was the percentage change in Dilutive impact of share-based compensation arrangements in 2019 from 2018?
Answer: -33.33
{"Severance and termination benefit costs": {"March 29, 2019": 28, "March 30, 2018": 61, "March 31, 2017": 76}, "Other exit and disposal costs": {"March 29, 2019": 15, "March 30, 2018": 52, "March 31, 2017": 80}, "Asset write-offs": {"March 29, 2019": 2, "March 30, 2018": 25, "March 31, 2017": 23}, "Transition costs": {"March 29, 2019": 196, "March 30, 2018": 272, "March 31, 2017": 94}, "Total restructuring, transition and other costs": {"March 29, 2019": 241, "March 30, 2018": 410, "March 31, 2017": 273}}

Question: What is the Total restructuring, transition and other costs for the fiscal years 2019, 2018, 2017?
Answer: 924

Question: What is the change in Total restructuring, transition and other costs from fiscal 2018 to fiscal 2019?
Answer: -169
{"Balance at January 1": {"2019": 107.7, "2018": 116.7, "2017": 107.6}, "Additions based on tax positions related to the current year": {"2019": 33.3, "2018": 8.1, "2017": 7.6}, "Additions and reductions for tax positions of prior years": {"2019": 37.5, "2018": 0.3, "2017": "\u2014"}, "Foreign currency": {"2019": -1.6, "2018": -8.1, "2017": 1.9}, "Reduction as a result of the lapse of statute of limitations": {"2019": -1.3, "2018": -2.6, "2017": -0.4}, "Reduction as a result of effective settlements": {"2019": "\u2014", "2018": -6.7, "2017": "\u2014"}, "Balance at December 31": {"2019": 175.6, "2018": 107.7, "2017": 116.7}}

Question: What was the percentage change in the balance at December 31 between 2018 and 2019?
Answer: 63.05
{"Europe, C. I. S., Africa, Middle East": {"2019": 46086, "2018": 46495, "Actual": -1, "Comp.": -1}, "therein: Germany": {"2019": 12021, "2018": 11254, "Actual": 7, "Comp.": 7}, "Americas": {"2019": 29812, "2018": 25060, "Actual": 19, "Comp.": 14}, "therein: U.S.": {"2019": 21166, "2018": 18106, "Actual": 17, "Comp.": 10}, "Asia, Australia": {"2019": 22101, "2018": 19742, "Actual": 12, "Comp.": 11}, "therein: China": {"2019": 8989, "2018": 8459, "Actual": 6, "Comp.": 6}, "Siemens": {"2019": 97999, "2018": 91296, "Actual": 7, "Comp.": 6}, "therein: emerging markets1": {"2019": 31720, "2018": 30564, "Actual": 4, "Comp.": 4}}

Question: What is the increase / (decrease) in the orders for Asia and Australia from 2018 to 2019?
Answer: 2359
{"Current service cost": {"2019 m": 31, "2018 m": 34, "2017 m": 43}, "Past service costs1": {"2019 m": 16, "2018 m": 2, "2017 m": -27}, "Net interest charge": {"2019 m": 10, "2018 m": 8, "2017 m": 4}, "Total included within staff costs": {"2019 m": 57, "2018 m": 44, "2017 m": 20}, "Actuarial losses recognised in the SOCI": {"2019 m": 33, "2018 m": 94, "2017 m": 274}}

Question: What is the 2019 average actuarial losses recognised in the SOCI ?
Answer: 63.5

Question: What is the change between 2018 and 2019 average actuarial losses recognised in the SOCI?
Answer: -120.5
{"Weighted average common shares outstanding": {"2019 Basic": 597961.0, "2018 Basic": 660925.0}, "Net income available to common shareholders": {"2019 Basic": 3202943.0, "2018 Basic": 3614610.0}, "Net earnings per share available to common shareholders": {"2019 Basic": 5.36, "2018 Basic": 5.47}}

Question: What is the percentage change in the weighted average basic common shares outstanding between 2018 and 2019?
Answer: -9.53

Question: What is the percentage change in the net income available to common shareholders between 2018 and 2019?
Answer: -11.39
{"": {"2019": "\u00a3m", "2018": "\u00a3m"}, "Sterling": {"2019": 5.8, "2018": 4.1}, "Euro": {"2019": 0.1, "2018": 0.2}, "Cash at bank and in hand": {"2019": 5.9, "2018": 4.3}}

Question: What was the change in Cash at bank and in hand in 2019 from 2018?
Answer: 1.6

Question: What was the percentage change in Cash at bank and in hand in 2019 from 2018?
Answer: 37.21
{"": {"2019": "", "2018": "(U.S. $ in thousands)", "2017": ""}, "Net cash provided by operating activities": {"2019": 466342, "2018": 311456, "2017": 199381}, "Net cash used in by investing activities": {"2019": -604198, "2018": -51696, "2017": -224573}, "Net cash (used in) provided by financing activities": {"2019": -3187, "2018": 906789, "2017": 9438}, "Effect of exchange rate changes on cash and cash equivalents": {"2019": -855, "2018": -630, "2017": 465}, "Net (decrease) increase in cash and cash equivalents": {"2019": -141898, "2018": 1165919, "2017": -15289}}

Question: What is the difference in net cash provided by operating activities between fiscal year ended 2018 and 2019?
Answer: 154886

Question: What is the percentage change of net cash provided by operating activities between fiscal year 2017 to 2018?
Answer: 56.21
{"Amount computed using statutory rate": {"2019": 841, "2018": 2122, "2017": -1078}, "Net change in valuation allowance for net deferred tax assets": {"2019": -459, "2018": -367, "2017": 10058}, "AMT and other": {"2019": "\u2014", "2018": -191, "2017": 20}, "Foreign rate differential": {"2019": 664, "2018": 22, "2017": -169}, "Non-deductible items": {"2019": -151, "2018": -276, "2017": -370}, "State income tax": {"2019": -370, "2018": 50, "2017": -34}, "Impact of tax reform on deferred taxes": {"2019": "\u2014", "2018": -4901, "2017": "\u2014"}, "Research and development credits": {"2019": 1694, "2018": 475, "2017": 2494}, "Foreign income tax": {"2019": -494, "2018": "\u2014", "2017": "\u2014"}, "Stock compensation, net": {"2019": 1539, "2018": "\u2014", "2017": "\u2014"}, "Income tax benefit (provision)": {"2019": 3264, "2018": -3066, "2017": 10921}}

Question: What is the percentage change in research and development credits from 2018 to 2019?
Answer: 256.63
{"(In millions) -- June 30,": {"2019": 2019, "2018": 2018, "2017": 2017}, "(In millions) -- United States": {"2019": 55252, "2018": 44501, "2017": 42730}, "(In millions) -- Ireland": {"2019": 12958, "2018": 12843, "2017": 12889}, "(In millions) -- Other countries": {"2019": 25422, "2018": 22538, "2017": 19898}, "(In millions) -- Total": {"2019": 93632, "2018": 79882, "2017": 75517}}

Question: What was the percentage change in the total long-lived assets from 2017 to 2018?
Answer: 5.78
{"Net income (U.S. GAAP) (1)": {"2019": 206587, "2018": 254127, "2017": 47157}, "Non-GAAP adjustments: -- Income tax expense (benefit)": {"2019": -39460, "2018": 9132, "2017": 4294}, "Non-GAAP adjustments: -- Interest expense, net": {"2019": 19204, "2018": 32073, "2017": 39731}, "Non-GAAP adjustments: -- Depreciation and amortization": {"2019": 52628, "2018": 50661, "2017": 38151}, "Non-GAAP adjustments: -- EBITDA (non-GAAP) (1)": {"2019": 238959, "2018": 345993, "2017": 129333}, "Excluding the following items: -- Equity (income) loss from equity method investments": {"2019": 3304, "2018": -76192, "2017": -41643}, "Excluding the following items: -- Acquisition (gain) loss": {"2019": "\u2014", "2018": -130880, "2017": "\u2014"}, "Excluding the following items: -- Change in value of TOKIN options": {"2019": "\u2014", "2018": "\u2014", "2017": -10700}, "Excluding the following items: -- (Gain) loss on write down and disposal of long-lived assets": {"2019": 1660, "2018": -992, "2017": 10671}, "Excluding the following items: -- ERP integration costs/IT transition costs": {"2019": 8813, "2018": 80, "2017": 7045}, "Excluding the following items: -- Stock-based compensation": {"2019": 12866, "2018": 7657, "2017": 4720}, "Excluding the following items: -- Restructuring charges (2)": {"2019": 8779, "2018": 14843, "2017": 5404}, "Excluding the following items: -- R&D grant reimbursements and grant income": {"2019": -4559, "2018": "\u2014", "2017": "\u2014"}, "Excluding the following items: -- Legal expenses/fines related to antitrust class actions": {"2019": 11896, "2018": 16636, "2017": 2640}, "Excluding the following items: -- Net foreign exchange (gain) loss": {"2019": -7230, "2018": 13145, "2017": -3758}, "Excluding the following items: -- TOKIN investment-related expenses": {"2019": "\u2014", "2018": "\u2014", "2017": 1101}, "Excluding the following items: -- Plant start-up costs (2)": {"2019": -927, "2018": 929, "2017": 427}, "Excluding the following items: -- Loss on early extinguishment of debt": {"2019": 15946, "2018": 486, "2017": "\u2014"}, "Excluding the following items: -- Adjusted EBITDA (non-GAAP) (1)": {"2019": 289507, "2018": 191705, "2017": 105240}}

Question: What was the change in the Loss on early extinguishment of debt between 2018 and 2019?
Answer: 15460

Question: What was the percentage change in the net interest expense between 2018 and 2019?
Answer: -40.12
{"": {"2019": "(in thousands)", "2018": ""}, "Beginning balance": {"2019": 238330, "2018": 237992}, "Adjustments": {"2019": "\u2014", "2018": 338}, "Ending balance": {"2019": 238330, "2018": 238330}}

Question: What was the change in the Beginning balance from 2018 to 2019?
Answer: 338
{"": {"2019 Fair value": "\u00a3m", "2019 Carrying value": "\u00a3m", "2018 Carrying value": "\u00a3m", "2018 Fair value": "\u00a3m"}, "Financial assets: -- Cash and cash equivalents": {"2019 Fair value": 168.5, "2019 Carrying value": 168.5, "2018 Carrying value": 187.1, "2018 Fair value": 187.1}, "Financial assets: -- Trade, other receivables and contract assets": {"2019 Fair value": 263.4, "2019 Carrying value": 263.4, "2018 Carrying value": 264.9, "2018 Fair value": 264.9}, "Financial assets: -- Total financial assets": {"2019 Fair value": 431.9, "2019 Carrying value": 431.9, "2018 Carrying value": 452.0, "2018 Fair value": 452.0}}

Question: What was the change in the carrying value in total financial assets from 2018 to 2019?
Answer: -20.1

Question: What was the percentage change in the carrying value in total financial assets from 2018 to 2019?
Answer: -4.45
{"Beginning of period balance": {"2019": 2881, "2018": "$\u2014"}, "Commission costs and upfront payments to a customer capitalized in period": {"2019": 4141, "2018": 4864}, "Amortization of contract assets": {"2019": -2444, "2018": -1983}, "End of period balance": {"2019": 4578, "2018": 2881}}

Question: What was the change between the beginning of period balance and end of period balance in 2019?
Answer: 1697
{"Hardware": {"2019": 34965, "2018": 29496, "%Change": 19}, "Software": {"2019": 92988, "2018": 107363, "%Change": -13}, "Services": {"2019": 52288, "2018": 50055, "%Change": 4}, "": {"2019": 180241, "2018": 186914, "%Change": -4}}

Question: What is the change in Sales Mix of Hardware between 2018 and 2019?
Answer: 5469

Question: What is the change in Sales Mix of Software between 2018 and 2019?
Answer: -14375
{"($ in millions) -- For the year ended December 31:": {"2019": 2019, "2018": 2018, "2017": 2017}, "Cloud & Cognitive Software* -- Software": {"2019": 18712, "2018": 17970, "2017": 17681}, "Cloud & Cognitive Software* -- Services": {"2019": 4321, "2018": 4082, "2017": 3920}, "Cloud & Cognitive Software* -- Systems": {"2019": 166, "2018": 156, "2017": 150}, "Global Business Services* -- Services": {"2019": 16363, "2018": 16238, "2017": 15728}, "Global Business Services* -- Software": {"2019": 156, "2018": 151, "2017": 179}, "Global Business Services* -- Systems": {"2019": 115, "2018": 206, "2017": 165}, "Global Technology Services* -- Services": {"2019": 20768, "2018": 22222, "2017": 21913}, "Global Technology Services* -- Maintenance": {"2019": 5183, "2018": 5484, "2017": 5783}, "Global Technology Services* -- Systems": {"2019": 1072, "2018": 1069, "2017": 1207}, "Global Technology Services* -- Software": {"2019": 338, "2018": 371, "2017": 310}, "Systems -- Servers": {"2019": 3746, "2018": 3996, "2017": 3993}, "Systems -- Storage": {"2019": 1920, "2018": 2114, "2017": 2243}, "Systems -- Software": {"2019": 1528, "2018": 1499, "2017": 1520}, "Systems -- Services": {"2019": 410, "2018": 425, "2017": 438}, "Global Financing -- Financing": {"2019": 1120, "2018": 1223, "2017": 1167}, "Global Financing -- Used equipment sales": {"2019": 281, "2018": 366, "2017": 530}}

Question: What is the increase/ (decrease) in Used equipment sales from 2018 to 2019
Answer: -85
{"": {"2019": "\u00a3m", "2018": "\u00a3m"}, "Present value of funded obligations": {"2019": 20.0, "2018": 19.7}, "Fair value of plan assets": {"2019": -22.2, "2018": -21.0}, "Effect of surplus cap": {"2019": 2.2, "2018": 1.3}, "Net asset recognised in the Consolidated balance sheet": {"2019": "\u2013", "2018": "\u2013"}}

Question: What was the change in effect of surplus cap in 2019 from 2018?
Answer: 0.9

Question: What was the percentage change in effect of surplus cap in 2019 from 2018?
Answer: 69.23
{"Orders": {"2019": 15944.0, "2018": 16287.0, "Actual": -2.0, "Comp.": -4.0}, "Revenue": {"2019": 16087.0, "2018": 15587.0, "Actual": 3.0, "Comp.": 2.0}, "therein: software business": {"2019": 4039.0, "2018": 3560.0, "Actual": 13.0, "Comp.": 8.0}, "Adjusted EBITA": {"2019": 2880.0, "2018": 2898.0, "Actual": -1, "Comp.": ""}, "Adjusted EBITA margin": {"2019": 17.9, "2018": 18.6, "Actual": "", "Comp.": ""}}

Question: What was the average revenue in 2019 and 2018?
Answer: 15837

Question: What is the increase / (decrease) in the Adjusted EBITDA margin from 2018 to 2019?
Answer: -0.7

Question: What percentage of revenue is software business comprised of in 2019?
Answer: 25.11
{"Deductible temporary differences": {"Gross amount": 20642, "Tax effect": 4842}, "Credits 1)": {"Gross amount": 15221, "Tax effect": 15221}, "Unrecognized deferred tax assets": {"Gross amount": 35863, "Tax effect": 20063}}

Question: What is the gross Deductible temporary differences expressed as a percentage of gross Unrecognized deferred tax assets?
Answer: 57.56

Question: What is the difference in the gross amount of  Deductible temporary differences and Credits?
Answer: 5421
{"": {"2019": "", "2018": "(In thousands) ", "2017": ""}, "Income taxes at statutory rate": {"2019": 13408, "2018": 7132, "2017": 148585}, "Discrete benefit resulting from TCJA ": {"2019": "\u2014", "2018": -37505, "2017": "\u2014"}, "State income taxes": {"2019": 1189, "2018": 1014, "2017": 9038}, "State income tax credits ": {"2019": -2139, "2018": -804, "2017": -606}, "Expiration of state income tax credits ": {"2019": 4121, "2018": 4117, "2017": 642}, "Federal income tax credits ": {"2019": -474, "2018": -460, "2017": -390}, "Federal manufacturers deduction ": {"2019": "\u2014", "2018": "\u2014", "2017": -11527}, "Excess tax benefits ": {"2019": -1388, "2018": -1638, "2017": -3345}, "Nondeductible expenses": {"2019": 1786, "2018": 1890, "2017": 3506}, "Change in valuation allowance ": {"2019": -5380, "2018": -5297, "2017": -1106}, "Other ": {"2019": -570, "2018": 677, "2017": -12}, "Income tax expense (benefit) ": {"2019": 10553, "2018": -30874, "2017": 144785}}

Question: What is the change in Income taxes at statutory rate between fiscal years 2019 and 2018?
Answer: 6276
{"Changes in common stock: -- Number of shares, beginning of year": {"2019": 231619037, "2018": 230080944, "2017": 227638738}, "Changes in common stock: -- Restricted stock shares issued for new awards(1)": {"2019": 1478, "2018": 569960, "2017": 480283}, "Changes in common stock: -- Restricted stock shares, forfeited(1)": {"2019": -110984, "2018": -86518, "2017": -184235}, "Changes in common stock: -- Shares issued for vested restricted stock units": {"2019": 164347, "2018": 151280, "2017": 607231}, "Changes in common stock: -- Shares issued as part of acquisition(2)": {"2019": "\u2014", "2018": 20000, "2017": "\u2014"}, "Changes in common stock: -- Shares issued for 2014 Special Performance Stock Units (PSU) Awards": {"2019": "\u2014", "2018": 658783, "2017": 749653}, "Changes in common stock: -- Shares issued for 2015 Three-Year PSU Awards": {"2019": "\u2014", "2018": 129139, "2017": "\u2014"}, "Changes in common stock: -- Shares issued for 2014 Three-Year PSU Awards": {"2019": "\u2014", "2018": "\u2014", "2017": 636723}, "Changes in common stock: -- Shares issued for Stock Leverage Opportunity Awards (SLO)": {"2019": 6321, "2018": 109841, "2017": 136783}, "Changes in common stock: -- Shares granted and issued under the Omnibus Incentive Plan and Directors Stock Plan to Directors": {"2019": 123824, "2018": 10841, "2017": 15768}, "Changes in common stock: -- Canceled shares for tax netting(3)": {"2019": -181488, "2018": "\u2014", "2017": "\u2014"}, "Changes in common stock: -- Other activity(4)": {"2019": "\u2014", "2018": -25233, "2017": "\u2014"}, "Changes in common stock: -- Number of shares issued, end of year(1)": {"2019": 231622535, "2018": 231619037, "2017": 230080944}, "Changes in common stock in treasury: -- Number of shares held, beginning of year": {"2019": 75964667, "2018": 61485423, "2017": 34156355}, "Changes in common stock in treasury: -- Repurchase of common stock(5)": {"2019": 1632163, "2018": 14826924, "2017": 27320816}, "Changes in common stock in treasury: -- Profit sharing contribution paid in stock": {"2019": -487108, "2018": -538524, "2017": -502519}, "Changes in common stock in treasury: -- Shares withheld for taxes(3)": {"2019": "\u2014", "2018": 190844, "2017": 510771}, "Changes in common stock in treasury: -- Number of shares held, end of year(5)": {"2019": 77109722, "2018": 75964667, "2017": 61485423}, "Changes in common stock in treasury: -- Number of common stock outstanding, end of year": {"2019": 154512813, "2018": 155654370, "2017": 168595521}}

Question: What is the Number of shares held, end of year expressed as a percentage of Number of common stock outstanding, end of year?
Answer: 49.91
{"": {"Total Number of Shares Repurchased (1)": "", "Average Price Paid per Share(2)": "(in thousands, except per share data)", "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": "", "Amount Available Under Repurchase Program": ""}, "Available balance as of June 24, 2018": {"Total Number of Shares Repurchased (1)": "", "Average Price Paid per Share(2)": "", "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": "", "Amount Available Under Repurchase Program": 1733638}, "Quarter ended September 23, 2018": {"Total Number of Shares Repurchased (1)": 7821.0, "Average Price Paid per Share(2)": 183.46, "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": 7807.0, "Amount Available Under Repurchase Program": 108.0}, "Board authorization, $5.0 billion, November  2018": {"Total Number of Shares Repurchased (1)": "", "Average Price Paid per Share(2)": "", "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": "", "Amount Available Under Repurchase Program": 5000000}, "Quarter ended December 23, 2018": {"Total Number of Shares Repurchased (1)": 1693.0, "Average Price Paid per Share(2)": 145.3, "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": 1683.0, "Amount Available Under Repurchase Program": 5000000.0}, "Quarter ended March 31, 2019": {"Total Number of Shares Repurchased (1)": 6125.0, "Average Price Paid per Share(2)": 172.06, "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": 5702.0, "Amount Available Under Repurchase Program": 4138494.0}, "April 1, 2019 - April 28, 2019": {"Total Number of Shares Repurchased (1)": 3, "Average Price Paid per Share(2)": 193.52, "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": "\u2014", "Amount Available Under Repurchase Program": 4138494}, "April 29, 2019 - May 26, 2019": {"Total Number of Shares Repurchased (1)": 1147.0, "Average Price Paid per Share(2)": 190.89, "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": 1143.0, "Amount Available Under Repurchase Program": 3920258.0}, "May 27, 2019 - June 30, 2019": {"Total Number of Shares Repurchased (1)": 4728.0, "Average Price Paid per Share(2)": 176.68, "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": 4724.0, "Amount Available Under Repurchase Program": 3033500.0}, "Total": {"Total Number of Shares Repurchased (1)": 21517.0, "Average Price Paid per Share(2)": 181.72, "Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs": 21059.0, "Amount Available Under Repurchase Program": 3033500.0}}

Question: What is the percentage of shares repurchased in Quarter ended December 23, 2018 in the total repurchased shares?
Answer: 7.87

Question: What is the percentage of shares repurchased within May 27, 2019 - June 30, 2019 in the total repurchased shares?
Answer: 21.97

Question: What is the percentage of the Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs in the Total Number of Shares Repurchased?
Answer: 97.87
{"(In thousands of Canadian dollars)": {"2019": "$", "2018": "$"}, "Less than 60 days past due": {"2019": 18645, "2018": 32857}, "60 to 90 days past due": {"2019": 899, "2018": 3022}, "More than 90 days past due": {"2019": 3074, "2018": 4923}, "": {"2019": 22618, "2018": 40802}}

Question: What was the increase / (decrease) in trade accounts receivable less than 60 days past due?
Answer: -14212
{"Operations: -- Revenue:": {"2019(1)": 11171297.0, "2018": 9030008.0, "2017": 7301505.0, "2016(3)": 5854430.0, "2015": 4795511.0}, "Operations: -- Gross profit": {"2019(1)": 9498577.0, "2018": 7835009.0, "2017": 6291014.0, "2016(3)": 5034522.0, "2015": 4051194.0}, "Operations: -- Income before income taxes": {"2019(1)": 3204741.0, "2018": 2793876.0, "2017": 2137641.0, "2016(3)": 1435138.0, "2015": 873781.0}, "Operations: -- Net income": {"2019(1)": 2951458.0, "2018": 2590774.0, "2017": 1693954.0, "2016(3)": 1168782.0, "2015": 629551.0}, "Net income per share: -- Basic": {"2019(1)": 6.07, "2018": 5.28, "2017": 3.43, "2016(3)": 2.35, "2015": 1.26}, "Net income per share: -- Diluted": {"2019(1)": 6.0, "2018": 5.2, "2017": 3.38, "2016(3)": 2.32, "2015": 1.24}, "Net income per share: -- Shares used to compute basic net income                                        per share": {"2019(1)": 486291.0, "2018": 490564.0, "2017": 493632.0, "2016(3)": 498345.0, "2015": 498764.0}, "Net income per share: -- Shares used to compute diluted net income per share": {"2019(1)": 491572.0, "2018": 497843.0, "2017": 501123.0, "2016(3)": 504299.0, "2015": 507164.0}, "Financial position: -- Cash, cash equivalents and short-term investments": {"2019(1)": 4176976.0, "2018": 3228962.0, "2017": 5819774.0, "2016(3)": 4761300.0, "2015": 3988084.0}, "Financial position: -- Working capital(2)": {"2019(1)": -1696013.0, "2018": 555913.0, "2017": 3720356.0, "2016(3)": 3028139.0, "2015": 2608336.0}, "Financial position: -- Total assets": {"2019(1)": 20762400.0, "2018": 18768682.0, "2017": 14535556.0, "2016(3)": 12697246.0, "2015": 11714500.0}, "Financial position: -- Debt, current": {"2019(1)": 3149343.0, "2018": "$\u2014", "2017": "$\u2014", "2016(3)": "$\u2014", "2015": "$\u2014"}, "Financial position: -- Debt, non-current": {"2019(1)": 988924.0, "2018": 4124800.0, "2017": 1881421.0, "2016(3)": 1892200.0, "2015": 1895259.0}, "Financial position: -- Stockholders equity": {"2019(1)": 10530155.0, "2018": 9362114.0, "2017": 8459869.0, "2016(3)": 7424835.0, "2015": 7001580.0}, "Additional data: -- Worldwide employees": {"2019(1)": 22634.0, "2018": 21357.0, "2017": 17973.0, "2016(3)": 15706.0, "2015": 13893.0}}

Question: What was the gross profit margin in 2018?
Answer: 86.77

Question: What is the total liabilities of the company in 2019?
Answer: 4138267
{"Deferred tax assets: -- Investment in partnership": {"2019": 358024, "2018": 299466}, "Deferred tax assets: -- Net operating loss carryforwards and tax credits": {"2019": 5160, "2018": 5634}, "Deferred tax assets: -- Other": {"2019": 1657, "2018": 1879}, "Deferred tax assets: -- Total": {"2019": 364841, "2018": 306979}, "Deferred tax assets: -- Valuation allowance": {"2019": "\u2014", "2018": "\u2014"}, "Deferred tax assets: -- Total deferred tax assets": {"2019": 364841, "2018": 306979}, "Deferred tax assets: -- Total deferred tax liabilities": {"2019": "\u2014", "2018": "\u2014"}, "Deferred tax assets: -- Deferred tax assets, net": {"2019": 364841, "2018": 306979}}

Question: What was the change in the the Total deferred tax assets between 2018 and 2019?
Answer: 57862
{"": {"2019": "", "2018": "(in millions)"}, "Accrued payroll and employee benefits": {"2019": 455, "2018": 565}, "Dividends payable to shareholders": {"2019": 308, "2018": 303}, "Restructuring reserves": {"2019": 245, "2018": 141}, "Income taxes payable": {"2019": 94, "2018": 109}, "Deferred revenue": {"2019": 36, "2018": 27}, "Interest payable": {"2019": 31, "2018": 34}, "Share repurchase program payable": {"2019": 18, "2018": 94}, "Other": {"2019": 426, "2018": 438}, "Accrued and other current liabilities": {"2019": 1613, "2018": 1711}}

Question: What was the change in deferred revenue in 2019 from 2018?
Answer: 9

Question: What was the percentage change in deferred revenue in 2019 from 2018?
Answer: 33.33
{"Change in projected benefit obligation: -- Projected benefit obligation at beginning of period": {"2019": 37245, "2018": 34893}, "Change in projected benefit obligation: -- Service cost": {"2019": 1471, "2018": 1193}, "Change in projected benefit obligation: -- Interest cost": {"2019": 634, "2018": 727}, "Change in projected benefit obligation: -- Actuarial loss - experience": {"2019": 453, "2018": 38}, "Change in projected benefit obligation: -- Actuarial loss - assumptions": {"2019": 5091, "2018": 2139}, "Change in projected benefit obligation: -- Benefit payments": {"2019": -166, "2018": -138}, "Change in projected benefit obligation: -- Effects of foreign currency exchange rate changes": {"2019": -826, "2018": -1607}, "Change in projected benefit obligation: -- Projected benefit obligation at end of period": {"2019": 43902, "2018": 37245}, "Change in plan assets: -- Fair value of plan assets at beginning of period": {"2019": 24159, "2018": 26624}, "Change in plan assets: -- Actual gain (loss) on plan assets": {"2019": 4392, "2018": -2024}, "Change in plan assets: -- Contributions": {"2019": "\u2014", "2018": 688}, "Change in plan assets: -- Effects of foreign currency exchange rate changes": {"2019": -535, "2018": -1129}, "Change in plan assets: -- Fair value of plan assets at end of period": {"2019": 28016, "2018": 24159}, "Change in plan assets: -- Unfunded status at end of period": {"2019": -15886, "2018": -13086}}

Question: What was the change in service cost between 2018 and 2019?
Answer: 278

Question: What was the change in interest cost between 2018 and 2019?
Answer: -93

Question: What was the percentage change in the fair value of plan assets at end of period between 2018 and 2019?
Answer: 15.97
{"Remuneration": {"2017": 7603, "2018": 7011, "2019": 7536}, "Short-term benefits": {"2017": 106, "2018": 136, "2019": 172}, "Expense recognized in respect of share-based compensation": {"2017": 1821, "2018": 1992, "2019": 2044}, "Total": {"2017": 9530, "2018": 9139, "2019": 9752}}

Question: What was the percentage change in remuneration from 2018 to 2019?
Answer: 7.49
{"": {"30 June 2019": 0, "30 June 2018": 0}, "Current assets": {"30 June 2019": 447698, "30 June 2018": 464222}, "Non-current assets": {"30 June 2019": 1121500, "30 June 2018": 771702}, "TOTAL ASSETS": {"30 June 2019": 1569198, "30 June 2018": 1235924}, "Current liabilities": {"30 June 2019": 63382, "30 June 2018": 36484}, "Non-current liabilities": {"30 June 2019": 886979, "30 June 2018": 305463}, "TOTAL LIABILITIES": {"30 June 2019": 950361, "30 June 2018": 341947}, "NET ASSETS": {"30 June 2019": 618837, "30 June 2018": 893977}, "Shareholders' equity -- Contributed equity": {"30 June 2019": 905117, "30 June 2018": 904247}, "Shareholders' equity -- Reserves": {"30 June 2019": 6285, "30 June 2018": 6005}, "Shareholders' equity -- Retained earnings": {"30 June 2019": -292565, "30 June 2018": -16275}, "Shareholders' equity -- TOTAL EQUITY": {"30 June 2019": 618837, "30 June 2018": 893977}, "Shareholders' equity -- Profit/(loss) for the year after tax": {"30 June 2019": -266311, "30 June 2018": 6639}, "Shareholders' equity -- Total comprehensive income/(loss) for the year": {"30 June 2019": -261657, "30 June 2018": 6639}}

Question: What was the percentage change in total liabilities between 2018 and 2019?
Answer: 177.93

Question: What was the difference between current and non-current assets in 2018?
Answer: 307480

Question: What was the percentage change in reserves between 2018 and 2019?
Answer: 4.66
{"Entry": {"rTSR": 16.66, "SALES/SQM": 6.66, "ROFE": 6.66}, "Target": {"rTSR": "n/a", "SALES/SQM": 20.0, "ROFE": 20.0}, "Stretch": {"rTSR": 33.33, "SALES/SQM": 33.33, "ROFE": 33.33}}

Question: What is the difference for rTSR between Stretch and Entry?
Answer: 16.67
{"Revenue: -- Royalty and license fees": {"2019": 198124, "2018": 219708, "2017": 167923}, "Revenue: -- Total revenue": {"2019": 198124, "2018": 219708, "2017": 167923}, "Operating expenses: -- Cost of revenues": {"2019": 8460, "2018": 13291, "2017": 6308}, "Operating expenses: -- Research, development and other related costs": {"2019": 83613, "2018": 78892, "2017": 75809}, "Operating expenses: -- Litigation": {"2019": 1656, "2018": "\u2014", "2017": 288}, "Operating expenses: -- Amortization": {"2019": 88075, "2018": 88544, "2017": 90340}, "Operating expenses: -- Total operating expenses (1)": {"2019": 181804, "2018": 180727, "2017": 172745}, "Operating expenses: -- Total operating income (loss)": {"2019": 16320, "2018": 38981, "2017": -4822}}

Question: What is the percentage change in total revenue in 2019 compared to 2018?
Answer: -9.82
{"Numerator -- Net loss": {"2019": -53607.0, "2018": -26203.0, "2017": -4204.0}, "Denominator -- Weighted-average common shares for basic and diluted net loss per share": {"2019": 83130.0, "2018": 79500.0, "2017": 76281.0}, "Denominator -- Basic and diluted net loss per share": {"2019": -0.64, "2018": -0.33, "2017": -0.06}}

Question: What is the change in the weighted-average common shares for basic and diluted net loss per share between 2017 and 2018?
Answer: 3219

Question: What is the percentage change in the weighted-average common shares for basic and diluted net loss per share between 2017 and 2018?
Answer: 4.22

Question: What is the percentage change in the weighted-average common shares for basic and diluted net loss per share between 2018 and 2019?
Answer: 4.57
{"Operations data: -- Net revenues": {"2019(1)(8)": 5366.8, "2018(2)": 5191.2, "2017(3)": 4607.5, "2016(4)": 3789.9, "2015(5)": 3582.4}, "Operations data: -- Gross profit": {"2019(1)(8)": 3427.1, "2018(2)": 3279.5, "2017(3)": 2864.8, "2016(4)": 2332.4, "2015(5)": 2164.6}, "Operations data: -- Income from operations": {"2019(1)(8)": 1498.4, "2018(2)": 1396.4, "2017(3)": 1210.2, "2016(4)": 1054.6, "2015(5)": 1027.9}, "Operations data: -- Net earnings(6)": {"2019(1)(8)": 1767.9, "2018(2)": 944.4, "2017(3)": 971.8, "2016(4)": 658.6, "2015(5)": 696.1}, "Per share data: -- Basic earnings per share": {"2019(1)(8)": 17.02, "2018(2)": 9.15, "2017(3)": 9.51, "2016(4)": 6.5, "2015(5)": 6.92}, "Per share data: -- Diluted earnings per share": {"2019(1)(8)": 16.82, "2018(2)": 9.05, "2017(3)": 9.39, "2016(4)": 6.43, "2015(5)": 6.85}, "Per share data: -- Dividends declared per share": {"2019(1)(8)": 1.9, "2018(2)": 1.7, "2017(3)": 1.4625, "2016(4)": 1.25, "2015(5)": 1.05}, "Balance sheet data: -- Cash and cash equivalents": {"2019(1)(8)": 709.7, "2018(2)": 364.4, "2017(3)": 671.3, "2016(4)": 757.2, "2015(5)": 778.5}, "Balance sheet data: -- Working capital(7)": {"2019(1)(8)": -505.4, "2018(2)": -200.4, "2017(3)": -140.4, "2016(4)": -25.0, "2015(5)": 126.2}, "Balance sheet data: -- Total assets": {"2019(1)(8)": 18108.9, "2018(2)": 15249.5, "2017(3)": 14316.4, "2016(4)": 14324.9, "2015(5)": 10168.4}, "Balance sheet data: -- Current portion of long-term debt": {"2019(1)(8)": 602.2, "2018(2)": 1.5, "2017(3)": 800.9, "2016(4)": 401.0, "2015(5)": 6.8}, "Balance sheet data: -- Long-term debt, net of current portion": {"2019(1)(8)": 4673.1, "2018(2)": 4940.2, "2017(3)": 4354.6, "2016(4)": 5808.6, "2015(5)": 3264.4}, "Balance sheet data: -- Stockholders equity": {"2019(1)(8)": 9491.9, "2018(2)": 7738.5, "2017(3)": 6863.6, "2016(4)": 5788.9, "2015(5)": 5298.9}}

Question: What is the percentage change in cash and cash equivalents in 2018 compared to 2015?
Answer: -53.19

Question: What is the cost of goods sold (COGS) in 2017?
Answer: 1742.7
{"Amount paid to repurchase shares": {"2019": "$  \u2014", "2018": 95125.0, "2017": 29993.0}, "Number of shares repurchased": {"2019": "\u2014", "2018": 1696.0, "2017": 422.0}, "Average repurchase price per share": {"2019": "$  \u2014", "2018": 56.07, "2017": 71.07}}

Question: What was the change in Amount paid to repurchase shares between 2017 and 2018?
Answer: 65132

Question: What was the change in number of shares repurchased between 2017 and 2018?
Answer: 1274

Question: What was the percentage change in the average repurchase price per share between 2017 and 2018?
Answer: -21.11
{"CEO": {"Protected Period": 2.0, "Multiple of Annual Cash Compensation": 3.0, "Years of Welfare Benefits": 3.0}, "Other Executives": {"Protected Period": 1.5, "Multiple of Annual Cash Compensation": 2.0, "Years of Welfare Benefits": 2.0}, "Other Officers": {"Protected Period": 1.0, "Multiple of Annual Cash Compensation": 1.0, "Years of Welfare Benefits": 1.0}}

Question: What is the difference in the protected period between CEO and Other Executives?
Answer: 0.5

Question: What is the average protected period?
Answer: 1.5
{"Cash and cash equivalents": {"2019": 4777, "2018": 1008}, "Restricted cash": {"2019": 72, "2018": 70}, "Restricted cash included in other assets, noncurrent": {"2019": "--   ", "2018": 70}, "Total cash, cash equivalents, and restricted cash in the balance sheet ": {"2019": 4849, "2018": 1148}}

Question: What was the change in the Cash and cash equivalents from 2018 to 2019?
Answer: 3769