kensho/bizbench huggingface dataset:
{"Net cash provided from operating activities": {"2019": 232.4, "2018": 209.2, "2017": 130.3}, "Purchases of property, plant, equipment and software": {"2019": -180.3, "2018": -135.0, "2017": -98.5}, "Acquisition of businesses, net of cash acquired": {"2019": -79.0, "2018": -13.3, "2017": -35.3}, "Proceeds from divestiture of business": {"2019": "\u2014", "2018": "\u2014", "2017": 12.0}, "Proceeds from disposals of property, plant and equipment and assets held for sale": {"2019": 0.4, "2018": 1.9, "2017": 2.5}, "Proceeds from note receivable from sale of equity method investment": {"2019": "\u2014", "2018": 6.3, "2017": 6.3}, "Proceeds from insurance recovery": {"2019": 11.4, "2018": "\u2014", "2017": "\u2014"}, "Dividends paid": {"2019": -38.6, "2018": -34.4, "2017": -34.1}, "Free cash flow": {"2019": -53.7, "2018": 34.7, "2017": -16.8}}

Question: What was the change in Net cash provided from operating activities in 2019 from 2018?
Answer: 23.2

Question: What was the percentage change in Net cash provided from operating activities in 2019 from 2018?
Answer: 11.09
{"Net cash provided by operating activities": {"2019": 466342, "2018": 311456, "2017": 199381}, "Less: Capital expenditures": {"2019": -44192, "2018": -30209, "2017": -15129}, "Free cash flow": {"2019": 422150, "2018": 281247, "2017": 184252}}

Question: What is the percentage change in free cash flow between 2017 and 2018?
Answer: 52.64
{"10. Specific items continued -- ": {"2019": 2019, "2018": 2018, "2017": 2017}, "10. Specific items continued -- Year ended 31 March": {"2019": "\u00a3m", "2018": "\u00a3m", "2017": "\u00a3m"}, "Revenue -- Italian business investigation": {"2019": "\u2013", "2018": "\u2013", "2017": 22}, "Revenue -- Retrospective regulatory matters": {"2019": 31, "2018": 23, "2017": -2}, "Revenue -- ": {"2019": 31, "2018": 23, "2017": 20}, "Operating costs -- EE acquisition warranty claims": {"2019": "\u2013", "2018": 225, "2017": "\u2013"}, "Operating costs -- Restructuring charges": {"2019": 386, "2018": 241, "2017": "\u2013"}, "Operating costs -- EE integration costs": {"2019": "\u2013", "2018": 46, "2017": 215}, "Operating costs -- Property rationalisation costs": {"2019": 36, "2018": 28, "2017": "\u2013"}, "Operating costs -- Pension equalisation costs": {"2019": 26, "2018": "\u2013", "2017": "\u2013"}, "Operating costs -- Retrospective regulatory matters": {"2019": -4, "2018": 26, "2017": 481}, "Operating costs -- Italian business investigation": {"2019": -55, "2018": 22, "2017": 238}, "Operating costs -- Out of period irrecoverable VAT": {"2019": "\u2013", "2018": "\u2013", "2017": 30}, "Operating costs -- Profit (loss) on disposal of businesses": {"2019": 5, "2018": -1, "2017": -16}, "Operating costs -- ": {"2019": 394, "2018": 587, "2017": 948}, "Operating costs -- Operating loss": {"2019": 425, "2018": 610, "2017": 968}, "Net finance expense -- Interest expense on retirement benefit obligation": {"2019": 139, "2018": 218, "2017": 209}, "Net finance expense -- Interest on out of period irrecoverable VAT": {"2019": "\u2013", "2018": "\u2013", "2017": 1}, "Net finance expense -- ": {"2019": 139, "2018": 218, "2017": 210}, "Net finance expense -- Net specific items charge before tax": {"2019": 564, "2018": 828, "2017": 1178}, "Taxation -- Tax credit on specific items above": {"2019": -112, "2018": -87, "2017": -154}, "Taxation -- Tax credit on re-measurement of deferred tax": {"2019": "\u2013", "2018": "\u2013", "2017": -63}, "Taxation -- ": {"2019": -112, "2018": -87, "2017": -217}, "Taxation -- Net specific items charge after tax": {"2019": 452, "2018": 741, "2017": 961}}

Question: What is the change in the Retrospective regulatory matters from 2018 to 2019?
Answer: 8
{"": {"Group Exposure 31 December 2019": "\u00a3m", "Group Exposure 31 December 2018": "\u00a3m"}, "Counterparty #1": {"Group Exposure 31 December 2019": 64.9, "Group Exposure 31 December 2018": 111.9}, "Counterparty #2": {"Group Exposure 31 December 2019": 43.1, "Group Exposure 31 December 2018": 44.1}, "Counterparty #3": {"Group Exposure 31 December 2019": 38.7, "Group Exposure 31 December 2018": 27.2}, "Counterparty #4": {"Group Exposure 31 December 2019": 26.0, "Group Exposure 31 December 2018": 22.3}, "Counterparty #5": {"Group Exposure 31 December 2019": 20.0, "Group Exposure 31 December 2018": 12.3}, "Sum of five largest exposures": {"Group Exposure 31 December 2019": 192.7, "Group Exposure 31 December 2018": 217.8}, "Sum of cash deposits and derivative financial instrument assets": {"Group Exposure 31 December 2019": 203.5, "Group Exposure 31 December 2018": 244.2}, "Five largest exposures as a percentage of assets at risk": {"Group Exposure 31 December 2019": 95, "Group Exposure 31 December 2018": 89}}

Question: What is the percentage of counterparty #5 exposure in the total exposure in 2019?
Answer: 10.38

Question: What is the percentage change in the sum of cash deposits and derivative financial instrument assets from 2018 to 2019?
Answer: -16.67
{"Income taxes per federal statutory rate": {"2019": 14111, "2018": 36199, "2017": 69348}, "State income taxes, net of federal deduction": {"2019": 10, "2018": 2372, "2017": 1794}, "Transition tax - U.S. Tax Reform": {"2019": "\u2014", "2018": 1174, "2017": 61690}, "Corporate tax rate changes - U.S. Tax Reform": {"2019": "\u2014", "2018": -652, "2017": 11177}, "Tax benefit associated with inverter business wind down": {"2019": "\u2014", "2018": "\u2014", "2017": -33837}, "Stock based compensation": {"2019": -97, "2018": -974, "2017": -5263}, "GILTI Tax": {"2019": 8796, "2018": 13064, "2017": "\u2014"}, "Tax effect of foreign operations": {"2019": -13086, "2018": -19162, "2017": -47482}, "Uncertain tax position": {"2019": -4487, "2018": -3088, "2017": 4948}, "Unremitted earnings": {"2019": 1624, "2018": 2564, "2017": "\u2014"}, "Tax credits": {"2019": -6280, "2018": -9844, "2017": -658}, "Change in valuation allowance": {"2019": 7222, "2018": -1306, "2017": 841}, "Withholding taxes": {"2019": 6500, "2018": 1371, "2017": "\u2014"}, "Other permanent items, net": {"2019": -3614, "2018": 3509, "2017": -468}, "Total provision for income taxes": {"2019": 10699, "2018": 25227, "2017": 62090}}

Question: What was the change in GILTI Tax between 2018 and 2019?
Answer: -4268

Question: What was the change in Unremitted earnings between 2018 and 2019?
Answer: -940

Question: What was the percentage change in Withholding taxes between 2018 and 2019?
Answer: 374.11
{"Numerator: -- Net loss attributable to ordinary shareholders": {"2019": -637621.0, "2018": -113432.0, "2017": -37449.0}, "Denominator: -- Weighted-average ordinary shares outstandingbasic": {"2019": 238611.0, "2018": 231184.0, "2017": 222224.0}, "Denominator: -- Weighted-average ordinary shares outstandingdiluted": {"2019": 238611.0, "2018": 231184.0, "2017": 222224.0}, "Net loss per share attributable to ordinary shareholders: -- Basic net loss per share": {"2019": -2.67, "2018": -0.49, "2017": -0.17}, "Net loss per share attributable to ordinary shareholders: -- Diluted net loss per share": {"2019": -2.67, "2018": -0.49, "2017": -0.17}}

Question: In fiscal year ended June 30, 2019, what is the difference in the weighted-average ordinary shares outstanding between the basic and the diluted?
Answer: 0

Question: What is the percentage change for the weighted-average ordinary basic shares outstanding between fiscal years ended June 30, 2018 and 2019?
Answer: 3.21
{"($ in millions) -- For the year ended December 31:": {"2019": 2019.0, "2018": 2018.0, "Yr.-to-Yr. Percent/ Margin Change*": "Yr.-to-Yr. Percent/ Margin Change*"}, "($ in millions) -- Total consolidated expense and other (income)": {"2019": 26322.0, "2018": 25594.0, "Yr.-to-Yr. Percent/ Margin Change*": 2.8}, "Non-operating adjustments -- Amortization of acquired intangible assets": {"2019": -764.0, "2018": -437.0, "Yr.-to-Yr. Percent/ Margin Change*": 74.8}, "Non-operating adjustments -- Acquisition-related charges": {"2019": -409.0, "2018": -16.0, "Yr.-to-Yr. Percent/ Margin Change*": "NM"}, "Non-operating adjustments -- Non-operating retirement related (costs)/income": {"2019": -615.0, "2018": -1572.0, "Yr.-to-Yr. Percent/ Margin Change*": -60.9}, "Non-operating adjustments -- Operating (non-GAAP) expense and other (income)": {"2019": 24533.0, "2018": 23569.0, "Yr.-to-Yr. Percent/ Margin Change*": 4.1}, "Non-operating adjustments -- Total consolidated expense-to-revenue ratio": {"2019": 34.1, "2018": 32.2, "Yr.-to-Yr. Percent/ Margin Change*": 2.0}, "Non-operating adjustments -- Operating (non-GAAP) expense-to-revenue ratio": {"2019": 31.8, "2018": 29.6, "Yr.-to-Yr. Percent/ Margin Change*": 2.2}}

Question: What is the increase / (decrease) in the Operating (non-GAAP) expense and other (income) from 2018 to 2019?
Answer: 964
{"Gross unrecognized tax benefits beginning balance": {"2019": 4191, "2018": 3782, "2017": 3360}, "Increases (decrease) related to tax positions from prior years": {"2019": -280, "2018": -266, "2017": -151}, "Increases related to tax positions taken during current year": {"2019": 530, "2018": 675, "2017": 573}, "Decreases related to tax positions taken during the current year": {"2019": "\u2014", "2018": "\u2014", "2017": "\u2014"}, "Gross unrecognized tax benefits ending balance": {"2019": 4441, "2018": 4191, "2017": 3782}}

Question: What is the total increases related to tax positions taken during current year in 2018 and 2019?
Answer: 1205
{"Borrowings, current portion": {"2018": 520550.0, "2019": 255422.0}, "Borrowings, non-current portion": {"2018": 2307909.0, "2019": 2891973.0}, "Lease liabilities, current portion": {"2018": 6675.0, "2019": 9363.0}, "Lease liabilities, non-current portion": {"2018": 199424.0, "2019": 195567.0}, "Total debt": {"2018": 3034558.0, "2019": 3352325.0}, "Total equity": {"2018": 1983122.0, "2019": 1649853.0}, "Total debt and equity": {"2018": 5017680.0, "2019": 5002178.0}, "Gearing ratio": {"2018": 60.48, "2019": 67.01}}

Question: What was the change in gearing ratio from 2018 to 2019?
Answer: 6.53

Question: What was the percentage change in total equity from 2018 to 2019?
Answer: -16.81
{"Loss before tax, joint ventures and associates": {"2019": -1856.8, "2018": -1139.6}, "Loss before tax multiplied by the standard rate of tax in the UK of 19% (2018: 19%)": {"2019": -352.8, "2018": -216.6}, "Exempt property rental profits and revaluations": {"2019": 307.0, "2018": 214.9}, "": {"2019": -45.8, "2018": -1.7}, "Tax on shortfall of minimum PID": {"2019": 22.1, "2018": "\u2013"}, "Additions and disposals of property and investments": {"2019": 7.1, "2018": 0.3}, "Non-deductible and other items": {"2019": 3.4, "2018": 3.4}, "Overseas taxation": {"2019": -3.4, "2018": -0.4}, "Unprovided deferred tax1": {"2019": 22.4, "2018": -7.3}, "Total tax expense/(credit)": {"2019": 5.8, "2018": -5.7}}

Question: What is the percentage change in the exempt property rental profits and revaluations from 2018 to 2019?
Answer: 42.86
{"For year ended December 31, 2019:   -- Revenue from external customers": {"PSG": 2788.3, "ASG": 1972.3, "ISG": 757.3, "Total": 5517.9}, "For year ended December 31, 2019:   -- Segment gross profit": {"PSG": 976.0, "ASG": 794.8, "ISG": 275.4, "Total": 2046.2}, "For year ended December 31, 2018:   -- Revenue from external customers": {"PSG": 3038.2, "ASG": 2071.2, "ISG": 768.9, "Total": 5878.3}, "For year ended December 31, 2018:   -- Segment gross profit": {"PSG": 1110.1, "ASG": 878.3, "ISG": 317.1, "Total": 2305.5}, "For year ended December 31, 2017:   -- Revenue from external customers  ": {"PSG": 2819.3, "ASG": 1950.9, "ISG": 772.9, "Total": 5543.1}, "For year ended December 31, 2017:   -- Segment gross profit  ": {"PSG": 959.8, "ASG": 817.8, "ISG": 302.6, "Total": 2080.2}}

Question: What is the change in PSG Revenue from external customers from year ended December 31, 2018 to 2019?
Answer: -249.9

Question: What is the change in ASG Revenue from external customers from year ended December 31, 2018 to 2019?
Answer: -98.9
{"": {"2019": "", "2018": "(in millions)"}, "Restructuring and other charges, net": {"2019": 48, "2018": 13}, "Other items": {"2019": 1, "2018": "\u2014"}, "Total": {"2019": 49, "2018": 13}}

Question: What was the change in Total operating income in the Communications Solutions segment in 2019 from 2018?
Answer: 36

Question: What was the percentage change in Total operating income in the Communications Solutions segment in 2019 from 2018?
Answer: 276.92
{"Total operating revenues": {"2019": 230654, "2018": 302979, "Change": -72325, "% Change": -24}, "Vessel operating expenses": {"2019": -67601, "2018": -70543, "Change": 2942, "% Change": -4}, "Voyage, charterhire and commission expenses (including expenses from collaborative arrangement)": {"2019": -38381, "2018": -104463, "Change": 66082, "% Change": -63}, "Administrative expenses": {"2019": -50801, "2018": -51716, "Change": 915, "% Change": -2}, "Project development expenses": {"2019": -2050, "2018": -5165, "Change": 3115, "% Change": -60}, "Depreciation and amortization": {"2019": -64945, "2018": -65496, "Change": 551, "% Change": -1}, "Impairment of long-term assets": {"2019": -42098, "2018": "\u2014", "Change": -42098, "% Change": 100}, "Other operating gains": {"2019": 13295, "2018": 50740, "Change": -37445, "% Change": -74}, "Operating (loss)/income": {"2019": -21927, "2018": 56336, "Change": -78263, "% Change": -139}, "Equity in net losses of affiliates": {"2019": -22565, "2018": -138677, "Change": 116112, "% Change": -84}, "Other Financial Data: -- Average Daily TCE (1) (to the closest $100)": {"2019": 44400, "2018": 43700, "Change": 700, "% Change": 2}, "Other Financial Data: -- Calendar days less scheduled off-hire days": {"2019": 3840, "2018": 3987, "Change": -147, "% Change": -4}}

Question: What was the change in the calendar days less scheduled off-hire days?
Answer: 147

Question: What was the percentage change in average daily TCE?
Answer: 1.6
{"Cash,accounts receivable and other current assets(1)": {"Adjusted November 1, 2017 Balance as of December 31, 2017": 3317, "Purchase Price Adjustments": -26, "Adjusted November 1, 2017 Balance as of October 31, 2018": 3291}, "Property, plant and equipment": {"Adjusted November 1, 2017 Balance as of December 31, 2017": 9311, "Purchase Price Adjustments": 157, "Adjusted November 1, 2017 Balance as of October 31, 2018": 9468}, "Identifiable intangible assets(2) -- Customer relationships": {"Adjusted November 1, 2017 Balance as of December 31, 2017": 8964, "Purchase Price Adjustments": -533, "Adjusted November 1, 2017 Balance as of October 31, 2018": 8431}, "Identifiable intangible assets(2) -- Other": {"Adjusted November 1, 2017 Balance as of December 31, 2017": 391, "Purchase Price Adjustments": -13, "Adjusted November 1, 2017 Balance as of October 31, 2018": 378}, "Identifiable intangible assets(2) -- Other non current assets": {"Adjusted November 1, 2017 Balance as of December 31, 2017": 782, "Purchase Price Adjustments": 216, "Adjusted November 1, 2017 Balance as of October 31, 2018": 998}, "Identifiable intangible assets(2) -- Current liabilities, excluding current maturities of long-term debt": {"Adjusted November 1, 2017 Balance as of December 31, 2017": -1461, "Purchase Price Adjustments": -32, "Adjusted November 1, 2017 Balance as of October 31, 2018": -1493}, "Identifiable intangible assets(2) -- Current maturities of long-term debt": {"Adjusted November 1, 2017 Balance as of December 31, 2017": -7, "Purchase Price Adjustments": "\u2014", "Adjusted November 1, 2017 Balance as of October 31, 2018": -7}, "Identifiable intangible assets(2) -- Long-term debt": {"Adjusted November 1, 2017 Balance as of December 31, 2017": -10888, "Purchase Price Adjustments": "\u2014", "Adjusted November 1, 2017 Balance as of October 31, 2018": -10888}, "Identifiable intangible assets(2) -- Deferred revenue and other liabilities": {"Adjusted November 1, 2017 Balance as of December 31, 2017": -1629, "Purchase Price Adjustments": -114, "Adjusted November 1, 2017 Balance as of October 31, 2018": -1743}, "Identifiable intangible assets(2) -- Goodwill": {"Adjusted November 1, 2017 Balance as of December 31, 2017": 10837, "Purchase Price Adjustments": 340, "Adjusted November 1, 2017 Balance as of October 31, 2018": 11177}, "Identifiable intangible assets(2) -- Total estimated aggregate consideration": {"Adjusted November 1, 2017 Balance as of December 31, 2017": 19617, "Purchase Price Adjustments": -5, "Adjusted November 1, 2017 Balance as of October 31, 2018": 19612}}

Question: What is the percentage change in other non currrent assets in 2018?
Answer: 27.62
{"Maintenance": {"2019": 292696, "2018": 269708, "Reported": 22988, "": 9, "Constant currency": 8}, "Term": {"2019": 231267, "2018": 190349, "Reported": 40918, "": 21, "Constant currency": 21}, "Client Cloud": {"2019": 523963, "2018": 460057, "Reported": 63906, "": 14, "Constant currency": 14}, "Pega Cloud": {"2019": 169329, "2018": 109973, "Reported": 59356, "": 54, "Constant currency": 54}, "Total ACV": {"2019": 693292, "2018": 570030, "Reported": 123262, "": 22, "Constant currency": 22}}

Question: What is the percentage change in the maintenance values between 2018 and 2019?
Answer: 8.52

Question: What is the value of Client Cloud as a percentage of the total ACV in 2019?
Answer: 75.58

Question: What is the value of Pega Cloud as a percentage of the total ACV in 2019?
Answer: 24.42
{"Net cash provided by operating activities": {"2019": 64846, "2018": 72130, "2017": 41165}, "Net cash used in investing activities": {"2019": -296780, "2018": -83448, "2017": -26387}, "Net cash provided by financing activities": {"2019": 9042, "2018": 397255, "2017": 6783}, "Effect of exchange rate changes": {"2019": 169, "2018": -800, "2017": -724}, "Net (decrease) increase in cash, cash equivalents, and restricted cash": {"2019": -222723, "2018": 385137, "2017": 20837}}

Question: What is the percentage change in the net cash provided by operating activities between 2017 and 2018?
Answer: 75.22

Question: What is the percentage change in the net cash provided by operating activities between 2018 and 2019?
Answer: -10.1

Question: What is the total net cash provided by financing activities between 2017 to 2019?
Answer: 413080
{"": {"December 31, 2019": "", "September 29, 2019": "", "December 31, 2018": "(Unaudited, in millions)", "Sequential": "", "Year-Over-Year": ""}, "EMEA": {"December 31, 2019": 538.0, "September 29, 2019": 549.0, "December 31, 2018": 617.0, "Sequential": -2.0, "Year-Over-Year": -12.8}, "Americas": {"December 31, 2019": 360.0, "September 29, 2019": 326.0, "December 31, 2018": 342.0, "Sequential": 10.5, "Year-Over-Year": 5.4}, "Asia Pacific": {"December 31, 2019": 1856.0, "September 29, 2019": 1678.0, "December 31, 2018": 1689.0, "Sequential": 10.6, "Year-Over-Year": 9.9}, "Total": {"December 31, 2019": 2754.0, "September 29, 2019": 2553.0, "December 31, 2018": 2648.0, "Sequential": 7.9, "Year-Over-Year": 4.0}}

Question: What is the increase / (decrease) in the EMEA revenue from 2018 to 2019?
Answer: -79

Question: What is the increase / (decrease) in the total revenue from 2018 to 2019?
Answer: 106
{"": {"Fair Value": "(U.S. $ in thousands)", "Useful Life": "(years)"}, "Developed technology": {"Fair Value": 35600, "Useful Life": 5}, "Customer relationships": {"Fair Value": 48600, "Useful Life": 10}, "Trade name": {"Fair Value": 3700, "Useful Life": 5}, "Total intangible assets subject to amortization": {"Fair Value": 87900, "Useful Life": ""}}

Question: What is the difference in useful life between developed technology and customer relationships?
Answer: 5

Question: What is the percentage constitution of customer relationships among the total intangible assets subject to amortization?
Answer: 55.29
{"": {"31 December": 2019, "30 September": 2019}, "Revenues": {"31 December": 105767, "30 September": 97236}, "Cost of revenues": {"31 December": -59659, "30 September": -54757}, "Gross profit": {"31 December": 46108, "30 September": 42479}, "Interest income": {"31 December": 1580, "30 September": 1674}, "Other gains, net": {"31 December": 3630, "30 September": 932}, "Selling and marketing expenses": {"31 December": -6712, "30 September": -5722}, "General and administrative expenses": {"31 December": -16002, "30 September": -13536}, "Operating profit": {"31 December": 28604, "30 September": 25827}, "Finance costs, net": {"31 December": -2767, "30 September": -1747}, "Share of (loss)/profit of associates and joint ventures": {"31 December": -1328, "30 September": 234}, "Profit before income tax": {"31 December": 24509, "30 September": 24314}, "Income tax expense": {"31 December": -2137, "30 September": -3338}, "Profit for the period": {"31 December": 22372, "30 September": 20976}, "Attributable to: -- Equity holders of the Company": {"31 December": 21582, "30 September": 20382}, "Attributable to: -- Non-controlling interests": {"31 December": 790, "30 September": 594}, "Attributable to: -- ": {"31 December": 22372, "30 September": 20976}, "Attributable to: -- Non-IFRS profit attributable to equity holders of the Company": {"31 December": 25484, "30 September": 24412}}

Question: What is the profit margin for the fourth quarter of 2019?
Answer: 21.15

Question: What is the profit margin for the third quarter of 2019?
Answer: 21.57

Question: What percentage of fourth quarter profits is the profits attributable to equity holders of the company?
Answer: 96.47
{"Year Ended May 31, -- ": {"2019": "", "Actual": "", "Constant": "Percent Change", "2018": ""}, "Year Ended May 31, -- (Dollars in millions)": {"2019": 2019, "Actual": "Actual", "Constant": "Constant", "2018": 2018}, "Year Ended May 31, -- Research and development (1)": {"2019": 5063, "Actual": -2, "Constant": 0, "2018": 5163}, "Year Ended May 31, -- Stock-based compensation": {"2019": 963, "Actual": 5, "Constant": 5, "2018": 921}, "Year Ended May 31, -- Total expenses": {"2019": 6026, "Actual": -1, "Constant": 0, "2018": 6084}, "Year Ended May 31, -- % of Total Revenues": {"2019": 15, "Actual": "", "Constant": "", "2018": 15}}

Question: How much more was the research and development expenses in 2018 compared to 2019?
Answer: 100

Question: What is the percentage of expenses that went towards stock-based compensation in 2019?
Answer: 15.98

Question: What was the difference in total expenses in 2019 relative to 2018?
Answer: -58
{"Diluted earnings per share, as reported (GAAP)": {"2019": 3.5, "2018": 0.38}, "Restructuring costs, net of tax ": {"2019": 0.05, "2018": "\u2014"}, "U.S. Tax Reform ": {"2019": 0.23, "2018": 2.46}, "Accumulated foreign earnings assertion ": {"2019": -0.35, "2018": ""}, "One-time employee bonus, net of tax ": {"2019": "\u2014", "2018": 0.39}, "Diluted earnings per share, as adjusted (non-GAAP) (1)": {"2019": 3.43, "2018": 3.23}}

Question: What was the change in the amount of U.S Tax Reform between 2018 and 2019?
Answer: -2.23

Question: What was the percentage change in diluted earnings per share between 2018 and 2019?
Answer: 821.05
{"Balance at beginning of period": {"April 26, 2019": 40, "April 27, 2018": 50}, "Expense accrued during the period": {"April 26, 2019": 22, "April 27, 2018": 16}, "Warranty costs incurred": {"April 26, 2019": -22, "April 27, 2018": -26}, "Balance at end of period": {"April 26, 2019": 40, "April 27, 2018": 40}, "Total warranty liabilities": {"April 26, 2019": 40, "April 27, 2018": 40}}

Question: What was the change in expense accrued during the period between 2018 and 2019?
Answer: 6
{"Total revenue": {"First\nQuarter": 103700.0, "Second Quarter": 138695.0, "Third Quarter": 153415.0, "Fourth Quarter": 133836.0, "Total": 529646.0}, "Cost of revenue (exclusive of depreciation and\namortization)": {"First\nQuarter": 58037.0, "Second Quarter": 56228.0, "Third Quarter": 64957.0, "Fourth Quarter": 69358.0, "Total": 248580.0}, "Total costs and expenses": {"First\nQuarter": 92212.0, "Second Quarter": 92189.0, "Third Quarter": 101017.0, "Fourth Quarter": 123275.0, "Total": 408693.0}, "Operating profit": {"First\nQuarter": 11488.0, "Second Quarter": 46506.0, "Third Quarter": 52398.0, "Fourth Quarter": 10561.0, "Total": 120953.0}, "Total other income (expense), net": {"First\nQuarter": -4682.0, "Second Quarter": -11779.0, "Third Quarter": -6790.0, "Fourth Quarter": -8854.0, "Total": -32105.0}, "Income before income tax expense (benefit)": {"First\nQuarter": 6806.0, "Second Quarter": 34727.0, "Third Quarter": 45608.0, "Fourth Quarter": 1707.0, "Total": 88848.0}, "Net income": {"First\nQuarter": 7401.0, "Second Quarter": 39193.0, "Third Quarter": 44075.0, "Fourth Quarter": 5304.0, "Total": 95973.0}, "Less: Net income attributable to noncontrolling\ninterests": {"First\nQuarter": 4502.0, "Second Quarter": 26877.0, "Third Quarter": 29349.0, "Fourth Quarter": 3265.0, "Total": 63993.0}, "Net income attributable to GreenSky, Inc.": {"First\nQuarter": 2899.0, "Second Quarter": 12316.0, "Third Quarter": 14726.0, "Fourth Quarter": 2039.0, "Total": 31980.0}, "Earnings per share of Class A common stock: -- Basic": {"First\nQuarter": 0.05, "Second Quarter": 0.2, "Third Quarter": 0.24, "Fourth Quarter": 0.03, "Total": 0.52}, "Earnings per share of Class A common stock: -- Diluted(1)": {"First\nQuarter": 0.05, "Second Quarter": 0.19, "Third Quarter": 0.23, "Fourth Quarter": 0.03, "Total": 0.49}}

Question: What was the change in operating profit between the third and fourth quarter?
Answer: -41837
{"": {"2019": "$ million", "2018": "$ million"}, "At 1 January": {"2019": 254.2, "2018": 282.6}, "Interest income on plans assets": {"2019": 7.0, "2018": 7.0}, "Employer contributions": {"2019": 6.6, "2018": 6.8}, "Benefit payments": {"2019": -11.4, "2018": -12.1}, "Plan administration expenses": {"2019": -0.6, "2018": -0.5}, "Re-measurement gain/(loss) on plans assets": {"2019": 25.8, "2018": -14.2}, "Exchange adjustment": {"2019": 9.5, "2018": -15.4}, "Fair value of plans assets": {"2019": 291.1, "2018": 254.2}}

Question: What was the change in the fair value of plans' assets?
Answer: 36.9

Question: What was the percentage change in the fair value of plans' assets?
Answer: 14.52
{"Current accounts": {"2018": 220089, "2019": 113655}, "Time deposits (with original maturities of three months or less).": {"2018": 121925, "2019": 149491}, "Ship management client accounts": {"2018": 580, "2019": 601}, "Total": {"2018": 342594, "2019": 263747}}

Question: What was the change in current accounts  from 2018 to 2019?
Answer: -106434

Question: What was the percentage change in total cash and cash equivalents from 2018 to 2019?
Answer: -23.01
{"Cash and cash equivalents": {"April 26, 2019": 2325, "April 27, 2018": 2941}, "Short-term investments": {"April 26, 2019": 1574, "April 27, 2018": 2450}, "Total": {"April 26, 2019": 3899, "April 27, 2018": 5391}}

Question: What was the change in short-term investments between 2018 and 2019?
Answer: -876

Question: What was the percentage change in cash and cash equivalents between 2018 and 2019?
Answer: -20.95
{"": {"30 June 2019": 0, "30 June 2018": 0}, "CASH AT BANK -- AA rated": {"30 June 2019": 398999, "30 June 2018": 417982}, "SECURITY DEPOSITS -- AA rated": {"30 June 2019": 8822, "30 June 2018": 4151}}

Question: What was the percentage change in AA rated security deposits between 2018 and 2019?
Answer: 112.53
{"Gross salary -- (a) Salary as per provisions contained in Section 17(1) of the Income-tax Act, 1961": {"Rajesh Gopinathan Chief Executive Officer and Managing Director": 115.74, "N Ganapathy Subramaniam Chief Operating Officer and Executive Director": 109.02, "Total Amount": 224.76}, "Gross salary -- (b) Value of perquisites u/s 17(2) of the Income-tax Act, 1961": {"Rajesh Gopinathan Chief Executive Officer and Managing Director": 126.76, "N Ganapathy Subramaniam Chief Operating Officer and Executive Director": 13.3, "Total Amount": 140.06}, "Gross salary -- (c) Profits in lieu of salary under Section 17(3) of the Income-tax Act, 1961": {"Rajesh Gopinathan Chief Executive Officer and Managing Director": "-", "N Ganapathy Subramaniam Chief Operating Officer and Executive Director": "-", "Total Amount": "-"}, "Gross salary -- 2. Stock Option": {"Rajesh Gopinathan Chief Executive Officer and Managing Director": "-", "N Ganapathy Subramaniam Chief Operating Officer and Executive Director": "-", "Total Amount": "-"}, "Gross salary -- 3.Sweat Equity": {"Rajesh Gopinathan Chief Executive Officer and Managing Director": "-", "N Ganapathy Subramaniam Chief Operating Officer and Executive Director": "-", "Total Amount": "-"}, "Gross salary -- 4.Commission": {"Rajesh Gopinathan Chief Executive Officer and Managing Director": 1300.0, "N Ganapathy Subramaniam Chief Operating Officer and Executive Director": 900.0, "Total Amount": 2200.0}, "Gross salary -- as % of profit": {"Rajesh Gopinathan Chief Executive Officer and Managing Director": 0.03, "N Ganapathy Subramaniam Chief Operating Officer and Executive Director": 0.02, "Total Amount": 0.05}, "Gross salary -- 5.Others, Allowances": {"Rajesh Gopinathan Chief Executive Officer and Managing Director": 60.35, "N Ganapathy Subramaniam Chief Operating Officer and Executive Director": 138.76, "Total Amount": 199.11}, "Gross salary -- Total (A)": {"Rajesh Gopinathan Chief Executive Officer and Managing Director": 1602.85, "N Ganapathy Subramaniam Chief Operating Officer and Executive Director": 1161.08, "Total Amount": 2763.93}, "Gross salary -- Ceiling as per the Act (@ 10% of profits calculated under Section 198 of the Companies Act, 2013)": {"Rajesh Gopinathan Chief Executive Officer and Managing Director": "", "N Ganapathy Subramaniam Chief Operating Officer and Executive Director": "", "Total Amount": 404348.06}}

Question: What is difference between the value of Others, Allowances of the CEO and COO?
Answer: 78.41
{"(in millions of $) -- Net cash provided by/(used in) operating activities": {"2019": 106.5, "2018": 116.7, "2017": -35.1}, "(in millions of $) -- Net cash used in investing activities": {"2019": -264.4, "2018": -202.5, "2017": -419.9}, "(in millions of $) -- Net cash (used in)/provided by financing activities": {"2019": -136.0, "2018": 177.4, "2017": 427.4}, "(in millions of $) -- Net (decrease) increase in cash, cash equivalents and restricted cash": {"2019": -293.9, "2018": 91.6, "2017": -27.5}, "(in millions of $) -- Cash, cash equivalents and restricted cash at beginning of year": {"2019": 704.3, "2018": 612.7, "2017": 640.2}, "(in millions of $) -- Cash, cash equivalents and restricted cash at end of year": {"2019": 410.4, "2018": 704.3, "2017": 612.7}}

Question: What was the change in cash, cash equivalents and restricted cash at beginning of year from 2018 to 2019?
Answer: 91.6

Question: What was the percentage change in cash, cash equivalents and restricted cash at end of year from 2017 to 2018?
Answer: 14.95
{"": {"2019": "", "2018": "(dollars in thousands) ", "2017": ""}, "Revenue constant currency growth rate (1)": {"2019": 32, "2018": 38, "2017": 39}, "Revenue retention rate": {"2019": 111, "2018": 110, "2017": 111}, "Total customers (2)": {"2019": 34400, "2018": 30400, "2017": 26400}, "Gross profit percentage  ": {"2019": 73, "2018": 73, "2017": 73}, "Adjusted EBITDA (1)": {"2019": 54008, "2018": 25752, "2017": 12457}}

Question: What is the change in the Revenue constant currency growth rate from 2018 to 2019?
Answer: -6
{"Service cost": {"2019": 272, "2018": 841, "2017": "$  \u2014"}, "Interest cost": {"2019": 1211, "2018": 802, "2017": 809}, "Expected return on plan assets": {"2019": -615, "2018": -665, "2017": -597}, "Amortization of actuarial gains and losses": {"2019": 411, "2018": 478, "2017": 503}, "Net periodic pension cost": {"2019": 1279, "2018": 1456, "2017": 715}}

Question: What was the change in the net periodic pension cost between 2018 and 2019?
Answer: -177

Question: What was the change in Amortization of actuarial gains and losses between 2017 and 2018?
Answer: -25

Question: What was the percentage change in Interest cost between 2018 and 2019?
Answer: 51
{"Jon Kirchner": {"Number of Shares Acquired on Exercise (#)": "\u2014", "Value Realized on Exercise ($)": "\u2014", "Number of Shares Acquired on Vesting (#)": 153090, "Value Realized on Vesting ($)": 3428285}, "Robert Andersen": {"Number of Shares Acquired on Exercise (#)": "\u2014", "Value Realized on Exercise ($)": "\u2014", "Number of Shares Acquired on Vesting (#)": 24500, "Value Realized on Vesting ($)": 578806}, "Paul Davis": {"Number of Shares Acquired on Exercise (#)": "\u2014", "Value Realized on Exercise ($)": "\u2014", "Number of Shares Acquired on Vesting (#)": 20500, "Value Realized on Vesting ($)": 482680}, "Murali Dharan": {"Number of Shares Acquired on Exercise (#)": "\u2014", "Value Realized on Exercise ($)": "\u2014", "Number of Shares Acquired on Vesting (#)": 15000, "Value Realized on Vesting ($)": 330120}, "Geir Skaaden": {"Number of Shares Acquired on Exercise (#)": "\u2014", "Value Realized on Exercise ($)": "\u2014", "Number of Shares Acquired on Vesting (#)": 21100, "Value Realized on Vesting ($)": 500804}}

Question: What is the average value per share that Robert Andersen acquired on vesting?
Answer: 23.62
{"Receivables (1)": {"At December 31, 2019": 5752, "At December 31, 2018": 5448, "At January 1, 2018": 5555}, "Device payment plan agreement receivables (2)": {"At December 31, 2019": 15313, "At December 31, 2018": 12272, "At January 1, 2018": 2073}, "Contract assets": {"At December 31, 2019": 761, "At December 31, 2018": 772, "At January 1, 2018": 858}, "Contract liabilities": {"At December 31, 2019": 4721, "At December 31, 2018": 4521, "At January 1, 2018": 3445}}

Question: What is the increase / (decrease) in the receivables from 31 December 2018 to 31 December 2019?
Answer: 304

Question: What was the increase / (decrease) in contract liabilities from December 2018 to December 2019?
Answer: 200
{"Cost of revenuesproduct sales: -- Product costs": {"Year Ended December 31, 2019": 656, "Year Ended December 31, 2018": 719, "Increase (Decrease)": -63}, "Cost of revenuesproduct sales: -- Software royalties, amortization, intellectual property licenses": {"Year Ended December 31, 2019": 240, "Year Ended December 31, 2018": 371, "Increase (Decrease)": -131}, "Cost of revenuessubscription, licensing, and other revenues: -- Game operations and distribution costs": {"Year Ended December 31, 2019": 965, "Year Ended December 31, 2018": 1028, "Increase (Decrease)": -63}, "Cost of revenuessubscription, licensing, and other revenues: -- Software royalties, amortization, intellectual property licenses": {"Year Ended December 31, 2019": 233, "Year Ended December 31, 2018": 399, "Increase (Decrease)": -166}, "Cost of revenuessubscription, licensing, and other revenues: -- Total cost of revenues": {"Year Ended December 31, 2019": 2094, "Year Ended December 31, 2018": 2517, "Increase (Decrease)": -423}}

Question: What is the percentage change in product costs between 2018 and 2019?
Answer: -8.76

Question: What is the percentage change in game operations and distribution costs between 2018 and 2019?
Answer: -6.13

Question: What percentage of total cost of revenues in 2019 consists of product costs?
Answer: 31.33
{"Cost: -- Balance as of 1 January": {"2019": 1886.3, "2018": 1726.6, "2017": 1697.4}, "Cost: -- Additions": {"2019": 81.3, "2018": 162.7, "2017": 103.1}, "Cost: -- Disposals": {"2019": -25.6, "2018": -30.2, "2017": -14.3}, "Cost: -- Transferred from prepayments": {"2019": 252.3, "2018": 81.8, "2017": "-"}, "Cost: -- Transferred to assets held for sale": {"2019": -130.1, "2018": -54.6, "2017": -59.6}, "Cost: -- Balance as of 31 December": {"2019": 2064.2, "2018": 1886.3, "2017": 1726.6}, "Depreciation: -- Balance as of 1 January": {"2019": 327.6, "2018": 264.8, "2017": 180.0}, "Depreciation: -- Disposals": {"2019": -25.6, "2018": -30.2, "2017": -14.3}, "Depreciation: -- Depreciation for the year": {"2019": 106.5, "2018": 113.4, "2017": 113.6}, "Depreciation: -- Transferred to assets held for sale": {"2019": -47.9, "2018": -20.4, "2017": -14.5}, "Depreciation: -- Balance as of 31 December": {"2019": 360.6, "2018": 327.6, "2017": 264.8}, "Impairment: -- Balance as of 1 January": {"2019": 162.1, "2018": 167.3, "2017": 173.6}, "Impairment: -- Impairment losses on tangible fixed assets": {"2019": 6.0, "2018": 3.2, "2017": 3.6}, "Impairment: -- Reversal of impairment ": {"2019": -120.0, "2018": "-", "2017": "-"}, "Impairment: -- Transferred to assets held for sale": {"2019": -19.3, "2018": -8.4, "2017": -9.9}, "Impairment: -- Balance as of 31 December": {"2019": 28.8, "2018": 162.1, "2017": 167.3}, "Impairment: -- Carrying amount as of 31 December": {"2019": 1674.8, "2018": 1396.6, "2017": 1294.5}}

Question: What was the change in Additions in 2019 from 2018?
Answer: -81.4
{"($ in millions) -- For the year ended December 31:": {"2018*": 2018.0, "2017*": 2017.0, "Yr.-to-Yr. Percent/ Margin Change": "Yr.-to-Yr. Percent/ Margin Change"}, "Cloud & Cognitive Software -- External gross profit": {"2018*": 17224.0, "2017*": 16986.0, "Yr.-to-Yr. Percent/ Margin Change": 1.4}, "Cloud & Cognitive Software -- External gross profit margin": {"2018*": 77.6, "2017*": 78.1, "Yr.-to-Yr. Percent/ Margin Change": -0.5}, "Cloud & Cognitive Software -- Pre-tax income": {"2018*": 8882.0, "2017*": 8068.0, "Yr.-to-Yr. Percent/ Margin Change": 10.1}, "Cloud & Cognitive Software -- Pre-tax margin": {"2018*": 35.0, "2017*": 32.4, "Yr.-to-Yr. Percent/ Margin Change": 2.6}}

Question: What is the increase / (decrease) in the external gross profit from 2017 to 2018?
Answer: 238
{"Beginning balance": {"2019": 63.6, "2018": 52.2, "2017": 38.7}, "Additions for tax positions of prior periods": {"2019": 2.9, "2018": 2.4, "2017": 24.8}, "Additions for tax positions of the current period": {"2019": 4.2, "2018": 6.9, "2017": 4.2}, "Additions due to acquisitions": {"2019": 1.9, "2018": 4.4, "2017": "\u2014"}, "Reductions for tax positions of prior periods": {"2019": -0.3, "2018": -0.4, "2017": -11.2}, "Reductions attributable to settlements with taxing authorities": {"2019": "\u2014", "2018": "\u2014", "2017": -1.5}, "Reductions attributable to lapses of applicable statute of limitations": {"2019": -2.5, "2018": -1.9, "2017": -2.8}, "Ending balance": {"2019": 69.8, "2018": 63.6, "2017": 52.2}}

Question: What is the percentage change in the beginning and ending balance of unrecognized tax benefits in 2019?
Answer: 9.75
{"Beginning balance": {"2019": 3016, "2018": 2071, "2017": "$\u2014"}, "Initial obligation from transfer of Charged-Off Receivables(1)": {"2019": 2705, "2018": 2461, "2017": 2379}, "Fair value changes recognized in other gains (losses), net(2)": {"2019": -1925, "2018": -1516, "2017": -308}, "Ending balance": {"2019": 3796, "2018": 3016, "2017": 2071}}

Question: What was the change in the beginning balance between 2018 and 2019?
Answer: 945

Question: What was the percentage change in the Initial obligation from transfer of Charged-Off Receivables between 2018 and 2019?
Answer: 9.91
{"Nonvested performance shares at May 27, 2018": {"Share Units (in Millions)": 1.0, "Weighted Average Grant-Date Fair Value": 33.4}, "Granted": {"Share Units (in Millions)": 0.45, "Weighted Average Grant-Date Fair Value": 35.96}, "Adjustments for performance results attained and dividend equivalents": {"Share Units (in Millions)": 0.18, "Weighted Average Grant-Date Fair Value": 31.03}, "Vested/Issued .": {"Share Units (in Millions)": -0.43, "Weighted Average Grant-Date Fair Value": 31.03}, "Forfeited .": {"Share Units (in Millions)": -0.05, "Weighted Average Grant-Date Fair Value": 34.54}, "Nonvested performance shares at May 26, 2019": {"Share Units (in Millions)": 1.15, "Weighted Average Grant-Date Fair Value": 34.89}}

Question: What is the total price of performance shares that were granted or being adjusted for performance results attained and dividend equivalents?
Answer: 21.77
{"2020": {"Pension Benefits": 83.0, "Other Benefits": 14.7}, "2021": {"Pension Benefits": 82.4, "Other Benefits": 15.1}, "2022": {"Pension Benefits": 82.6, "Other Benefits": 15.1}, "2023": {"Pension Benefits": 82.4, "Other Benefits": 15.1}, "2024": {"Pension Benefits": 81.8, "Other Benefits": 15.1}, "2025-2029": {"Pension Benefits": 395.5, "Other Benefits": 73.1}}

Question: What was the change in the amount under other benefits in 2021 from 2020?
Answer: 0.4

Question: What was the percentage change in the amount under other benefits in 2021 from 2020?
Answer: 2.72
{"": {"December 31,": 2018.0, "September 30,": 2018.0, "June 30,": 2018.0, "March 31,": 2018.0}, "Sales, net": {"December 31,": 154161.0, "September 30,": 173082.0, "June 30,": 196032.0, "March 31,": 195617.0}, "Gross Profit": {"December 31,": 75188.0, "September 30,": 85539.0, "June 30,": 101235.0, "March 31,": 103645.0}, "Restructuring Expense": {"December 31,": 3836, "September 30,": 403.0, "June 30,": "$ \u2014", "March 31,": "$ \u2014"}, "Operating income": {"December 31,": 19570.0, "September 30,": 39862.0, "June 30,": 56018.0, "March 31,": 56103.0}, "Income from continuing operations, net of income taxes": {"December 31,": 19222.0, "September 30,": 35157.0, "June 30,": 46400.0, "March 31,": 46370.0}, "Loss (income) from discontinued operations, net of income taxes": {"December 31,": 188.0, "September 30,": -371.0, "June 30,": 5.0, "March 31,": 140.0}, "Net Income": {"December 31,": 19410.0, "September 30,": 34786.0, "June 30,": 46405.0, "March 31,": 46510.0}, "Income from continuing operations attributable to noncontrolling interest": {"December 31,": 4.0, "September 30,": 7.0, "June 30,": 44.0, "March 31,": 31.0}, "Net income attributable to Advanced Energy Industries, Inc.": {"December 31,": 19406.0, "September 30,": 34779.0, "June 30,": 46361.0, "March 31,": 46479.0}, "Continuing Operations: -- Basic earnings per share": {"December 31,": 0.5, "September 30,": 0.9, "June 30,": 1.18, "March 31,": 1.17}, "Continuing Operations: -- Diluted earnings per share": {"December 31,": 0.5, "September 30,": 0.9, "June 30,": 1.17, "March 31,": 1.16}, "Discontinued Operations: -- Basic loss per share": {"December 31,": "$  \u2014", "September 30,": -0.01, "June 30,": "$ \u2014", "March 31,": "$ \u2014"}, "Discontinued Operations: -- Diluted loss per share": {"December 31,": "$  \u2014", "September 30,": -0.01, "June 30,": "$ \u2014", "March 31,": "$ \u2014"}, "Net Income: -- Basic earnings per share": {"December 31,": 0.51, "September 30,": 0.89, "June 30,": 1.18, "March 31,": 1.17}, "Net Income: -- Diluted earnings per share": {"December 31,": 0.5, "September 30,": 0.89, "June 30,": 1.17, "March 31,": 1.16}}

Question: What was the change in net income between Quarter Ended  September and December?
Answer: -15376

Question: What was the change in Net income attributable to Advanced Energy Industries, Inc. between Quarter Ended  June and September?
Answer: -11582

Question: What was the percentage change in net sales between Quarter Ended  June and September?
Answer: -11.71
{"Federal income tax benefit (expense) attributable to:         -- Current operations ": {"2019": 848000, "2018": -48000}, "Federal income tax benefit (expense) attributable to:         -- Acquisition costs  ": {"2019": -143000, "2018": "-"}, "Federal income tax benefit (expense) attributable to:         -- Change in fair value of contingent consideration  ": {"2019": -133000, "2018": "-"}, "Federal income tax benefit (expense) attributable to:         -- Other permanent items  ": {"2019": 29000, "2018": -36000}, "Federal income tax benefit (expense) attributable to:         -- Deferred Adjustment  ": {"2019": -913000, "2018": "-"}, "Federal income tax benefit (expense) attributable to:         -- Valuation allowance  ": {"2019": 1209960, "2018": 84000}, "Federal income tax benefit (expense) attributable to:         -- Net provision for federal income tax ": {"2019": 897960, "2018": "$-"}}

Question: What is the percentage change in valuation allowance in 2019 compared to 2018?
Answer: 1340.43
{"Raw materials": {"2019": 8921, "2018": 6396}, "Finished goods": {"2019": 25247, "2018": 16594}, "Total inventory, net": {"2019": 34168, "2018": 22990}}

Question: What was the change in raw materials between 2018 and 2019?
Answer: 2525

Question: What was the change in finished goods between 2018 and 2019?
Answer: 8653

Question: What was the percentage change in the net total inventory between 2018 and 2019?
Answer: 48.62
{"Term loans - principal payments": {"2020": 42838, "2021": 7838, "2022": 7838, "Total": 58514}, "Term loans - interest payments(1)": {"2020": 777, "2021": 155, "2022": 47, "Total": 979}, "Total": {"2020": 43615, "2021": 7993, "2022": 7885, "Total": 59493}}

Question: What is the change in Term loans - principal payments from Fiscal Year 2021 to 2020?
Answer: -35000

Question: What is the change in Term loans - interest payments from Fiscal Year 2021 to 2020?
Answer: -622
{"Weighted-average shares used in computing basic net income per share": {"December 28, 2019": 74994, "December 29, 2018": 73482, "December 30, 2017": 72292}, "Add potentially dilutive securities": {"December 28, 2019": 2292, "December 29, 2018": 1700, "December 30, 2017": 1947}, "Weighted-average shares used in computing basic and diluted net income per share": {"December 28, 2019": 77286, "December 29, 2018": 75182, "December 30, 2017": 74239}}

Question: What is the change in Weighted-average shares used in computing basic net income per share from Fiscal Year Ended December 28, 2019 to December 29, 2018?
Answer: 1512

Question: What is the change in Weighted-average shares used in computing basic and diluted net income per share from Fiscal Year Ended December 28, 2019 to December 29, 2018?
Answer: 2104
{"Cost of revenue": {"2019": 78, "2018": 129, "2017": 121}, "Research and development": {"2019": 2242, "2018": 760, "2017": 614}, "Selling, general and administrative": {"2019": 824, "2018": 1012, "2017": 706}, "Total costs and expenses": {"2019": 3144, "2018": 1901, "2017": 1441}}

Question: What is the total stock-based compensation for the cost of revenue in 2018 and 2019?
Answer: 207

Question: What is the value of the 2018 stock-based compensation for selling, general and administrative as a percentage of the 2019 stock-based compensation for selling, general and administrative?
Answer: 122.82
{"": {"January 3, 2020": "", "December 28, 2018": "(in millions)", "December 29, 2017": ""}, "Acquisition costs": {"January 3, 2020": "$\u2014", "December 28, 2018": "$\u2014", "December 29, 2017": 25}, "Integration costs": {"January 3, 2020": 3, "December 28, 2018": 29, "December 29, 2017": 77}, "Total acquisition and integration costs": {"January 3, 2020": 3, "December 28, 2018": 29, "December 29, 2017": 102}}

Question: What was the change in the Total acquisition and integration costs from 2017 to 2018?
Answer: -73
{"Current: -- Federal": {"2019": -9627, "2018": 1423, "2017": 26550}, "Current: -- State": {"2019": 882, "2018": 12, "2017": 601}, "Current: -- Foreign": {"2019": 18429, "2018": 13772, "2017": 9621}, "Current: -- Total current provision": {"2019": 9684, "2018": 15207, "2017": 36772}, "Deferred: -- Federal": {"2019": 3822, "2018": 4021, "2017": 28297}, "Deferred: -- State": {"2019": -178, "2018": 2363, "2017": -1000}, "Deferred: -- Foreign": {"2019": -2629, "2018": 3636, "2017": -1979}, "Deferred: -- Total deferred provision": {"2019": 1015, "2018": 10020, "2017": 25318}, "Deferred: -- Total provision for income taxes": {"2019": 10699, "2018": 25227, "2017": 62090}}

Question: What was the change in total current provision between 2017 and 2018?
Answer: -21565

Question: What was the change in Total deferred provision between 2018 and 2019?
Answer: -9005

Question: What was the percentage change in total provision for income taxes between 2017 and 2018?
Answer: -59.37
{"Interest on borrowings 1": {"2019": 746, "2018": 709, "%Chg": 5}, "Interest on post-employment benefits liability": {"2019": 11, "2018": 14, "%Chg": -21}, "Loss on repayment of long-term debt": {"2019": 19, "2018": 28, "%Chg": -32}, "(Gain) loss on foreign exchange": {"2019": -79, "2018": 136, "%Chg": "n/m"}, "Change in fair value of derivative instruments": {"2019": 80, "2018": -95, "%Chg": "n/m"}, "Capitalized interest": {"2019": -19, "2018": -20, "%Chg": -5}, "Other": {"2019": 21, "2018": 21, "%Chg": "-"}, "Finance costs before interest on lease liabilities": {"2019": 779, "2018": 793, "%Chg": -2}, "Interest on lease liabilities 2": {"2019": 61, "2018": "-", "%Chg": "n/m"}, "Total finance costs": {"2019": 840, "2018": 793, "%Chg": 6}}

Question: What was the increase / (decrease) in Interest on borrowings from 2018 to 2019?
Answer: 37

Question: What was the increase / (decrease) in the Finance costs before interest on lease liabilities from 2018 to 2019?
Answer: -14