kensho/bizbench huggingface dataset:
{"Balance, beginning of period": {"2019": 3912, "2018": 4799, "2017": 3873}, "Provision increase": {"2019": -2561, "2018": -1505, "2017": -2086}, "Amounts written off, net of recoveries": {"2019": 1368, "2018": 2269, "2017": 1305}, "Foreign currency translation adjustments and other": {"2019": -44, "2018": 123, "2017": -145}, "Balance, end of period": {"2019": 5149, "2018": 3912, "2017": 4799}}

Question: What was the change in balance at the end of period between 2018 and 2019?
Answer: -1237

Question: What was the change in Amounts written off, net of recoveries between 2018 and 2019?
Answer: -901

Question: What was the percentage change in Amounts written off, net of recoveries between 2017 and 2018?
Answer: 73.87
{"Consolidated Net Income": {"2019": 19788, "2018": 16039}, "Add: -- Provision for income taxes": {"2019": 2945, "2018": 3584}, "Add: -- Interest expense": {"2019": 4730, "2018": 4833}, "Add: -- Depreciation and amortization expense": {"2019": 16682, "2018": 17403}, "Add: -- Consolidated EBITDA": {"2019": 44145, "2018": 41859}, "Add (Less): -- Other (income) expense, net": {"2019": 2900, "2018": -2364}, "Add (Less): -- Equity in losses of unconsolidated businesses": {"2019": 15, "2018": 186}, "Add (Less): -- Severance charges": {"2019": 204, "2018": 2157}, "Add (Less): -- Acquisition and integration related charges": {"2019": "\u2014", "2018": 531}, "Add (Less): -- Product realignment charges": {"2019": "\u2014", "2018": 450}, "Add (Less): -- Impairment charges": {"2019": 186, "2018": 4591}, "Add (Less): -- Net gain from dispositions of assets and businesses": {"2019": -261, "2018": "\u2014"}, "Add (Less): -- Consolidated Adjusted EBITDA": {"2019": 47189, "2018": 47410}}

Question: What is the change in Consolidated Net Income from 2018 to 2019?
Answer: 3749

Question: What is the change in Consolidated EBITDA from 2018 to 2019?
Answer: 2286

Question: What is the change in Consolidated Adjusted EBITDA from 2018 to 2019?
Answer: -221
{"Equipment revenue": {"2018": 631504, "2019": 1068645}, "Spares & service revenue": {"2018": 186577, "2019": 215215}, "Total": {"2018": 818081, "2019": 1283860}}

Question: What is the change in total revenue from 2018 to 2019?
Answer: 465779
{"": {"Lease Commitment": "$", "Non-Lease Commitment": "$", "Total Commitment": "$"}, "Payments -- 2020": {"Lease Commitment": 69617, "Non-Lease Commitment": 37089, "Total Commitment": 106706}, "Payments -- 2021": {"Lease Commitment": 54195, "Non-Lease Commitment": 26948, "Total Commitment": 81143}, "Payments -- 2022": {"Lease Commitment": 22978, "Non-Lease Commitment": 8189, "Total Commitment": 31167}, "Payments -- 2023": {"Lease Commitment": 9227, "Non-Lease Commitment": "-", "Total Commitment": 9227}, "Payments -- 2024": {"Lease Commitment": 5713, "Non-Lease Commitment": "-", "Total Commitment": 5713}, "Payments -- Thereafter": {"Lease Commitment": "-", "Non-Lease Commitment": "-", "Total Commitment": "-"}, "Payments -- Total payments": {"Lease Commitment": 161730, "Non-Lease Commitment": 72226, "Total Commitment": 233956}, "Payments -- Less: imputed interest": {"Lease Commitment": -13128, "Non-Lease Commitment": "", "Total Commitment": ""}, "Payments -- Carrying value of operating lease liabilities": {"Lease Commitment": 148602, "Non-Lease Commitment": "", "Total Commitment": ""}, "Payments -- Less current portion": {"Lease Commitment": -61431, "Non-Lease Commitment": "", "Total Commitment": ""}, "Payments -- Carrying value of long-term operating lease liabilities": {"Lease Commitment": 87171, "Non-Lease Commitment": "", "Total Commitment": ""}}

Question: What is the increase / (decrease) in the Lease commitment from 2020 to 2021?
Answer: -15422
{"": {"31 March 2019": "$M", "31 March 2018": "$M"}, "Current -- Trade payables": {"31 March 2019": 35.8, "31 March 2018": 39.6}, "Current -- Accruals": {"31 March 2019": 46.6, "31 March 2018": 68.4}, "Current -- Social security and other taxes": {"31 March 2019": 12.7, "31 March 2018": 14.9}, "Current -- Other payables": {"31 March 2019": 7.1, "31 March 2018": 11.2}, "Current -- Total current trade and other payables": {"31 March 2019": 102.2, "31 March 2018": 134.1}, "Non-Current -- Other payables": {"31 March 2019": 10.1, "31 March 2018": 8.2}, "Non-Current -- Total non-current trade and other payables": {"31 March 2019": 10.1, "31 March 2018": 8.2}}

Question: What was the change in the Total non-current trade and other payables in 2019 from 2018?
Answer: 1.9

Question: What was the percentage change in the Total non-current trade and other payables in 2019 from 2018?
Answer: 23.17
{"Service cost": {"2019": 1437, "2018": 1063, "2017": 1068}, "Interest cost": {"2019": 3715, "2018": 3807, "2017": 2942}, "Expected long-term return on plan assets": {"2019": -5291, "2018": -5954, "2017": -4206}, "Recognized actuarial loss": {"2019": 741, "2018": 1127, "2017": 1929}, "Amortization of prior service credit": {"2019": -44, "2018": -88, "2017": -138}, "Net settlement loss": {"2019": 634, "2018": 116, "2017": 1472}, "Net periodic benefit cost": {"2019": 1192, "2018": 71, "2017": 3067}}

Question: What was the change in interest cost between 2018 and 2019?
Answer: -92

Question: What was the total percentage change in the Net periodic benefit cost between 2017 and 2019?
Answer: -61.13
{"($ in millions) -- For the year ended December 31:": {"2019": 2019, "2018": 2018, "Yr.-to-Yr. Percent Change": "Yr.-to-Yr. Percent Change", "Yr.-to-Yr. Percent Change Adjusted for Currency": "Yr.-to-Yr. Percent Change Adjusted for Currency"}, "($ in millions) -- Systems external revenue": {"2019": 7604.0, "2018": 8034.0, "Yr.-to-Yr. Percent Change": -5.3, "Yr.-to-Yr. Percent Change Adjusted for Currency": -4.1}, "($ in millions) -- Systems Hardware": {"2019": 5918.0, "2018": 6363.0, "Yr.-to-Yr. Percent Change": -7.0, "Yr.-to-Yr. Percent Change Adjusted for Currency": -5.9}, "($ in millions) -- IBM Z": {"2019": "", "2018": "", "Yr.-to-Yr. Percent Change": -1.1, "Yr.-to-Yr. Percent Change Adjusted for Currency": -0.3}, "($ in millions) -- Power Systems": {"2019": "", "2018": "", "Yr.-to-Yr. Percent Change": -13.5, "Yr.-to-Yr. Percent Change Adjusted for Currency": -12.1}, "($ in millions) -- Storage Systems": {"2019": "", "2018": "", "Yr.-to-Yr. Percent Change": -8.9, "Yr.-to-Yr. Percent Change Adjusted for Currency": -7.6}, "($ in millions) -- Operating Systems Software": {"2019": 1686.0, "2018": 1671.0, "Yr.-to-Yr. Percent Change": 0.9, "Yr.-to-Yr. Percent Change Adjusted for Currency": 2.6}}

Question: What is the increase / (decrease) in Operating Systems Software from 2018 to 2019?
Answer: 15
{"": {"2019": "\u00a3m", "2018": "\u00a3m"}, "Net debt": {"2019": 295.2, "2018": 235.8}, "IFRS 16 lease liabilities": {"2019": 38.9, "2018": "\u2013"}, "Net debt and IFRS 16 lease liabilities": {"2019": 334.1, "2018": 235.8}}

Question: What was the change in the amount of Net debt and IFRS 16 lease liabilities from 2018 to 2019?
Answer: 98.3

Question: What was the percentage change in the amount of Net debt and IFRS 16 lease liabilities from 2018 to 2019?
Answer: 41.69
{"": {"2019": "\u00a3m", "2018": "\u00a3m"}, "Wages and salaries": {"2019": 345.6, "2018": 325.9}, "Social security costs": {"2019": 71.6, "2018": 58.7}, "Pension costs": {"2019": 21.5, "2018": 19.3}, "Total payroll costs": {"2019": 438.7, "2018": 403.9}}

Question: What was the change in social security costs in 2019 from 2018?
Answer: 12.9

Question: What was the percentage change in social security costs in 2019 from 2018?
Answer: 21.98
{"Net cash provided by operating activities": {"2019": 181401, "2018": 236111}, "Purchases of property and equipment": {"2019": -83283, "2018": -90757}, "Acquisition of businesses, net of cash acquired": {"2019": -18881, "2018": -45448}, "Proceeds from sale of discontinued operation (the Hull Business)": {"2019": "\u2014", "2018": 25000}, "Proceeds from sales of other entities": {"2019": "\u2014", "2018": 6250}, "Borrowings, net of repayments": {"2019": 263, "2018": -173252}, "Issuance of shares under employee stock plans": {"2019": 11811, "2018": 10574}, "Repurchase of common stock": {"2019": -77410, "2018": -100000}, "Net settlement of restricted common stock": {"2019": -15179, "2018": -36320}}

Question: What was the change in Issuance of shares under employee stock plans in 2019 from 2018?
Answer: 1237

Question: What was the percentage change in Issuance of shares under employee stock plans in 2019 from 2018?
Answer: 11.7
{"Assets -- Trade receivables, net of allowances for doubtful accounts": {"As of November 30, 2018": 1315578, "Topic 606 Adoption Adjustments": 43028, "As of December 1, 2018": 1358606}, "Assets -- Prepaid expenses and other current assets": {"As of November 30, 2018": 312499, "Topic 606 Adoption Adjustments": 186220, "As of December 1, 2018": 498719}, "Assets -- Other assets": {"As of November 30, 2018": 186522, "Topic 606 Adoption Adjustments": 273421, "As of December 1, 2018": 459943}, "Liabilities and Stockholders Equity -- Accrued expenses": {"As of November 30, 2018": 1163185, "Topic 606 Adoption Adjustments": 30358, "As of December 1, 2018": 1193543}, "Liabilities and Stockholders Equity -- Deferred revenue, current": {"As of November 30, 2018": 2915974, "Topic 606 Adoption Adjustments": -52842, "As of December 1, 2018": 2863132}, "Liabilities and Stockholders Equity -- Deferred income taxes": {"As of November 30, 2018": 46702, "Topic 606 Adoption Adjustments": 82834, "As of December 1, 2018": 129536}, "Liabilities and Stockholders Equity -- Retained earnings": {"As of November 30, 2018": 11815597, "Topic 606 Adoption Adjustments": 442319, "As of December 1, 2018": 12257916}}

Question: What is the total assets as of November 30 2018?
Answer: 1814599
{"Long-term debt, including interest": {"Total": 111586, "2020": 2807, "2021-2022": 5876, "2023-2024": 102903, "2025-beyond": "$\u2014"}, "Operating lease payments": {"Total": 37610, "2020": 4467, "2021-2022": 8764, "2023-2024": 7813, "2025-beyond": 16566}, "Retirement obligations": {"Total": 6447, "2020": 757, "2021-2022": 1429, "2023-2024": 1328, "2025-beyond": 2933}, "Total": {"Total": 155643, "2020": 8031, "2021-2022": 16069, "2023-2024": 112044, "2025-beyond": 19499}}

Question: What was the difference between total Operating lease payments and   Retirement obligations  payments ?
Answer: 31163

Question: What was the difference between payments due in 2023-2024 between Long-term debt, including interest and  Operating lease payments ?
Answer: 95090

Question: What was the percentage change in the total contractual obligations due between 2020 and 2021-2022?
Answer: 100.09
{"Indebtedness at the beginning of the financial year -- i) Principal Amount": {"Secured loans excluding deposits": 44, "Unsecured loans": 181, "Deposits": 3, "Total Indebtedness": 228}, "Indebtedness at the beginning of the financial year -- ii) Interest due but not paid": {"Secured loans excluding deposits": "-", "Unsecured loans": "-", "Deposits": "-", "Total Indebtedness": "-"}, "Indebtedness at the beginning of the financial year -- iii) Interest accrued but not due": {"Secured loans excluding deposits": "-", "Unsecured loans": "-", "Deposits": "-", "Total Indebtedness": "-"}, "Indebtedness at the beginning of the financial year -- Total (i+ii+iii)": {"Secured loans excluding deposits": 44, "Unsecured loans": 181, "Deposits": 3, "Total Indebtedness": 228}, "Change in Indebtedness during the financial year --  Addition": {"Secured loans excluding deposits": "-", "Unsecured loans": "-", "Deposits": 1, "Total Indebtedness": 1}, "Change in Indebtedness during the financial year --  Reduction": {"Secured loans excluding deposits": -5, "Unsecured loans": -181, "Deposits": "-", "Total Indebtedness": -186}, "Change in Indebtedness during the financial year -- Net change": {"Secured loans excluding deposits": -5, "Unsecured loans": -181, "Deposits": 1, "Total Indebtedness": -185}, "Indebtedness  at the end  of the financial year -- i) Principal amount": {"Secured loans excluding deposits": 39, "Unsecured loans": "-", "Deposits": 4, "Total Indebtedness": 43}, "Indebtedness  at the end  of the financial year -- ii) Interest due but not paid": {"Secured loans excluding deposits": "-", "Unsecured loans": "-", "Deposits": "-", "Total Indebtedness": "-"}, "Indebtedness  at the end  of the financial year -- iii) Interest accrued but not due": {"Secured loans excluding deposits": "-", "Unsecured loans": "-", "Deposits": "-", "Total Indebtedness": "-"}, "Indebtedness  at the end  of the financial year -- Total (i+ii+iii)": {"Secured loans excluding deposits": 39, "Unsecured loans": "-", "Deposits": 4, "Total Indebtedness": 43}}

Question: At the end of the financial year, what percentage of total indebtedness is made up of secured loans excluding deposits?
Answer: 90.7
{"Garo H. Armen (1)": {"Amount of Beneficial Ownership": 4741323, "Percent of Beneficial Ownership": 36}, "Robert B. Stein (1)": {"Amount of Beneficial Ownership": 502500, "Percent of Beneficial Ownership": 4}, "Khalil Barrage (1)": {"Amount of Beneficial Ownership": 380000, "Percent of Beneficial Ownership": 3}, "Alexander K. Arrow (1)": {"Amount of Beneficial Ownership": 671799, "Percent of Beneficial Ownership": 6}, "Larry N. Feinberg 808 North St., Greenwich, CT 06831": {"Amount of Beneficial Ownership": 800000, "Percent of Beneficial Ownership": 7}, "Brian J. Corvese (1)": {"Amount of Beneficial Ownership": 145000, "Percent of Beneficial Ownership": 1}, "David A. Lovejoy": {"Amount of Beneficial Ownership": 668037, "Percent of Beneficial Ownership": 6}, "Josh Silverman (1)": {"Amount of Beneficial Ownership": 140000, "Percent of Beneficial Ownership": 1}, "Strategic Bio Partners LLC (10) 777 Third Avenue 30th Floor New York, NY 10017": {"Amount of Beneficial Ownership": 1895945, "Percent of Beneficial Ownership": 17}, "All directors and executive officers as a group (6 persons)": {"Amount of Beneficial Ownership": 6580622, "Percent of Beneficial Ownership": 44}}

Question: What is the proportion of Josh Silverman's beneficial ownership as a percentage of Larry N. Feinberg's beneficial ownership?
Answer: 17.5
{"Short-term borrowings": {"2019": 98.9, "2018": 232.8}, "Current portion of long-term debt": {"2019": 16.7, "2018": 4.9}, "Total current debt": {"2019": 115.6, "2018": 237.7}, "Total long-term debt, less current portion(1)": {"2019": 3698.6, "2018": 3236.5}, "Total debt": {"2019": 3814.2, "2018": 3474.2}, "Less: Cash and cash equivalents": {"2019": -262.4, "2018": -271.7}, "Net debt": {"2019": 3551.8, "2018": 3202.5}}

Question: What is the percentage change of Net debt from 2018 to 2019?
Answer: 10.91
{"Outstanding at the beginning of the period": {"2019 NUMBER": 768806, "2018 NUMBER": 3384696}, "Granted during the period": {"2019 NUMBER": "-", "2018 NUMBER": "-"}, "Forfeited during the period": {"2019 NUMBER": -768806, "2018 NUMBER": -2615890}, "Exercised during the period": {"2019 NUMBER": "-", "2018 NUMBER": "-"}, "Outstanding at the end of the period": {"2019 NUMBER": "-", "2018 NUMBER": 768806}}

Question: What is the percentage change in the outstanding number of shares at the beginning of the period from 2018 to 2019?
Answer: -77.29
{"Interest before impact of interest rate caps": {"2019": 25633, "2018": 30709}, "Impact of interest rate caps": {"2019": "\u2014", "2018": 181}, "Interest expense": {"2019": 25633, "2018": 30890}}

Question: What is the change in Interest before impact of interest rate caps from Years Ended December 31, 2018 to 2019?
Answer: -5076

Question: What is the change in Interest expense from Years Ended December 31, 2018 to 2019?
Answer: -5257
{"Net income attributable to VMware, Inc.": {"January 31, 2020": 6412.0, "February 1, 2019": 1650.0, "February 2, 2018": 437.0}, "Weighted-average shares, basic for Classes A and B": {"January 31, 2020": 417058.0, "February 1, 2019": 413769.0, "February 2, 2018": 410315.0}, "Effect of other dilutive securities": {"January 31, 2020": 8177.0, "February 1, 2019": 7362.0, "February 2, 2018": 10572.0}, "Weighted-average shares, diluted for Classes A and B": {"January 31, 2020": 425235.0, "February 1, 2019": 421131.0, "February 2, 2018": 420887.0}, "Net income per weighted-average share attributable to VMware, Inc. common stockholders, basic for Classes A and B": {"January 31, 2020": 15.37, "February 1, 2019": 3.99, "February 2, 2018": 1.07}, "Net income per weighted-average share attributable to VMware, Inc. common stockholders, diluted for Classes A and B": {"January 31, 2020": 15.08, "February 1, 2019": 3.92, "February 2, 2018": 1.04}}

Question: What was the change in the Effect of other dilutive securities between 2018 and 2019?
Answer: -3210

Question: What was the percentage change in the Net income attributable to VMware, Inc. between 2019 and 2020?
Answer: 288.61
{"Revenues": {"2019": 111412.0, "2018": 111322.0, "2017": 106524.0, "2016": 114263.0, "2015": 123961.0}, "Income from operations": {"2019": 9464.0, "2018": 8238.0, "2017": 4545.0, "2016": 10186.0, "2015": 3820.0}, "Income from continuing operations, net of taxes": {"2019": 4155.0, "2018": 4661.0, "2017": 1592.0, "2016": 6007.0, "2015": 8523.0}, "Income from discontinued operations, net of taxes": {"2019": "\u2014", "2018": "\u2014", "2017": 1938.0, "2016": 624.0, "2015": 2341.0}, "Net income": {"2019": 4155.0, "2018": 4661.0, "2017": 3530.0, "2016": 6631.0, "2015": 10864.0}, "Income per sharebasic: -- Continuing operations": {"2019": 0.35, "2018": 0.38, "2017": 0.12, "2016": 0.43, "2015": 0.58}, "Income per sharebasic: -- Discontinued operations": {"2019": "\u2014", "2018": "\u2014", "2017": 0.15, "2016": 0.04, "2015": 0.16}, "Income per sharebasic: -- Net income per share": {"2019": 0.35, "2018": 0.38, "2017": 0.27, "2016": 0.47, "2015": 0.74}, "Income per sharediluted: -- Continuing operations": {"2019": 0.35, "2018": 0.37, "2017": 0.12, "2016": 0.43, "2015": 0.58}, "Income per sharediluted: -- Discontinued operations": {"2019": "\u2014", "2018": "\u2014", "2017": 0.15, "2016": 0.04, "2015": 0.16}, "Income per sharediluted: -- Net income per share": {"2019": 0.35, "2018": 0.37, "2017": 0.27, "2016": 0.47, "2015": 0.74}, "Income per sharediluted: -- Shares used in per share calculation from continuing operations basic": {"2019": 11809.0, "2018": 12323.0, "2017": 12882.0, "2016": 13997.0, "2015": 14722.0}, "Income per sharediluted: -- Shares used in per share calculation from discontinued operations basic": {"2019": 11809.0, "2018": 12323.0, "2017": 12882.0, "2016": 13997.0, "2015": 14722.0}, "Income per sharediluted: -- Shares used in per share calculation from continuing operationsdiluted": {"2019": 12035.0, "2018": 12510.0, "2017": 12894.0, "2016": 13997.0, "2015": 14722.0}, "Income per sharediluted: -- Shares used in per share calculation from discontinuing operationsdiluted": {"2019": 12035.0, "2018": 12510.0, "2017": 12894.0, "2016": 13997.0, "2015": 14722.0}}

Question: What is the difference in revenue amount between 2019 and 2018?
Answer: 90

Question: What is the percentage change of income from operations between 2018 to 2019?
Answer: 14.88
{"Fiscal Year 2019 Quarters Ended -- ": {"Jun-30": -30.0, "Sep-30": -30.0, "Dec-31": -31.0, "Mar-31": -31.0}, "Fiscal Year 2019 Quarters Ended -- Net sales": {"Jun-30": 327616.0, "Sep-30": 349233.0, "Dec-31": 350175.0, "Mar-31": 355794.0}, "Fiscal Year 2019 Quarters Ended -- Gross margin": {"Jun-30": 94821.0, "Sep-30": 113565.0, "Dec-31": 123750.0, "Mar-31": 126406.0}, "Fiscal Year 2019 Quarters Ended -- Operating income (1)": {"Jun-30": 35176.0, "Sep-30": 50000.0, "Dec-31": 61616.0, "Mar-31": 54057.0}, "Fiscal Year 2019 Quarters Ended -- Net income": {"Jun-30": 35220.0, "Sep-30": 37141.0, "Dec-31": 40806.0, "Mar-31": 93420.0}, "Fiscal Year 2019 Quarters Ended -- Net income per basic share": {"Jun-30": 0.61, "Sep-30": 0.64, "Dec-31": 0.7, "Mar-31": 1.6}, "Fiscal Year 2019 Quarters Ended -- Net income per diluted share": {"Jun-30": 0.6, "Sep-30": 0.63, "Dec-31": 0.69, "Mar-31": 1.58}}

Question: What was the change in the Net sales between the Dec-31 and Mar-31 quarters?
Answer: 5619

Question: What was the percentage change in the net income between the Jun-30 and Sep-30 quarter?
Answer: 5.45
{"Supervisory Board: -- J.C. Lobbezoo": {"2018": 78.6, "2019": 83.5}, "Supervisory Board: -- H.W. Kreutzer 1)": {"2018": 21.4, "2019": 0.0}, "Supervisory Board: -- M.C.J. van Pernis": {"2018": 56.0, "2019": 58.5}, "Supervisory Board: -- U.H.R. Schumacher": {"2018": 53.5, "2019": 56.0}, "Supervisory Board: -- S. Kahle-Galonske": {"2018": 55.9, "2019": 60.0}, "Supervisory Board: -- M.J.C. de Jong 2)": {"2018": 34.0, "2019": 57.5}, "Supervisory Board: -- TOTAL": {"2018": 299.4, "2019": 315.5}}

Question: What is the percentage change in total remuneration from 2018 to 2019?
Answer: 5.38
{"Net income": {"2019": 108616.0, "2018": 13040.0, "2017": 112062.0}, "Basic weighted average common shares outstanding": {"2019": 30271.0, "2018": 33003.0, "2017": 33612.0}, "Dilutive effect of share-based awards and options outstanding ": {"2019": 803.0, "2018": 916.0, "2017": 941.0}, "Diluted weighted average shares outstanding": {"2019": 31074.0, "2018": 33919.0, "2017": 34553.0}, "Earnings per share: -- Basic": {"2019": 3.59, "2018": 0.4, "2017": 3.33}, "Earnings per share: -- Diluted": {"2019": 3.5, "2018": 0.38, "2017": 3.24}}

Question: What was the change in the Basic weighted average common shares outstanding between 2018 and 2019?
Answer: -3341

Question: What was the percentage change in the diluted earnings per share between 2017 and 2019?
Answer: 8.02
{"September 30, 2019": {"Balance at Beginning of Year": 104858, "Income Tax Expense (Benefit)": 10448, "Reversal for State NOL Expiration and Utilization": -68292, "Balance at End of Year": 47014}, "September 30, 2018": {"Balance at Beginning of Year": 159154, "Income Tax Expense (Benefit)": 79377, "Reversal for State NOL Expiration and Utilization": -133673, "Balance at End of Year": 104858}, "September 30, 2017": {"Balance at Beginning of Year": 322404, "Income Tax Expense (Benefit)": -32154, "Reversal for State NOL Expiration and Utilization": -131096, "Balance at End of Year": 159154}}

Question: What is the percentage change in the end-of-year valuation allowance from 2018 to 2019?
Answer: -55.16

Question: What is the percentage change in the income tax expense from 2018 to 2019?
Answer: -86.84
{"Brisbane": {"NUMBER OF CENTRES": 5, "TOTAL NLA": 25000}, "Gold Coast": {"NUMBER OF CENTRES": 4, "TOTAL NLA": 6500}, "Sunshine Coast": {"NUMBER OF CENTRES": 1, "TOTAL NLA": 6500}, "Central Coast (NSW)": {"NUMBER OF CENTRES": 6, "TOTAL NLA": 20600}, "Wollongong": {"NUMBER OF CENTRES": 3, "TOTAL NLA": 12700}, "Melbourne": {"NUMBER OF CENTRES": 2, "TOTAL NLA": 8600}, "Adelaide": {"NUMBER OF CENTRES": 3, "TOTAL NLA": 15500}, "Perth": {"NUMBER OF CENTRES": 2, "TOTAL NLA": 10800}, "Auckland (NZ)": {"NUMBER OF CENTRES": 3, "TOTAL NLA": 27000}, "Hamilton (NZ)": {"NUMBER OF CENTRES": 4, "TOTAL NLA": 21600}, "Rotorua (NZ)": {"NUMBER OF CENTRES": 1, "TOTAL NLA": 5000}, "Tauranga (NZ)": {"NUMBER OF CENTRES": 1, "TOTAL NLA": 3200}, "Total Acquisitions": {"NUMBER OF CENTRES": 35, "TOTAL NLA": 163000}}

Question: What is the sum of centres in Brisbane and Gold Coast?
Answer: 9

Question: What is the average total NLA of Sunshine Coast and Gold Coast?
Answer: 6500
{"Opening balance": {"2019": 13783, "2018": 8469}, "Additions": {"2019": 157121, "2018": 6215}, "Acquisition adjustments": {"2019": "\u2014", "2018": -901}, "Effect of currency translation adjustment": {"2019": 305, "2018": "\u2014"}, "Goodwill": {"2019": 171209, "2018": 13783}}

Question: What is the percentage change in goodwill from 2018 to 2019?
Answer: 1142.18
{"Net cash provided by (used in): -- Operating activities": {"2019": 137649, "2018": 183932}, "Net cash provided by (used in): -- Investing activities": {"2019": -830481, "2018": -45360}, "Net cash provided by (used in): -- Financing activities": {"2019": 667223, "2018": -57704}}

Question: What was the change in net cash from operating activities between 2018 and 2019?
Answer: 46283
{"DIRECTOR COMPENSATION -- Name (1)": {"Fees Earned or Paid in Cash ($)": "Fees Earned or Paid in Cash ($)", "Stock Awards ($) (2)": 2, "Total ($)": "Total ($)"}, "DIRECTOR COMPENSATION -- Keith Barnes": {"Fees Earned or Paid in Cash ($)": 102500, "Stock Awards ($) (2)": 178317, "Total ($)": 280817}, "DIRECTOR COMPENSATION -- Richard E. Belluzzo": {"Fees Earned or Paid in Cash ($)": 160000, "Stock Awards ($) (2)": 178317, "Total ($)": 338317}, "DIRECTOR COMPENSATION -- Laura Black": {"Fees Earned or Paid in Cash ($)": 67500, "Stock Awards ($) (2)": 178317, "Total ($)": 245817}, "DIRECTOR COMPENSATION -- Tor Braham": {"Fees Earned or Paid in Cash ($)": 67500, "Stock Awards ($) (2)": 178317, "Total ($)": 245817}, "DIRECTOR COMPENSATION -- Timothy Campos": {"Fees Earned or Paid in Cash ($)": 77500, "Stock Awards ($) (2)": 178317, "Total ($)": 255817}, "DIRECTOR COMPENSATION -- Donald Colvin": {"Fees Earned or Paid in Cash ($)": 97500, "Stock Awards ($) (2)": 178317, "Total ($)": 275817}, "DIRECTOR COMPENSATION -- Masood A. Jabbar": {"Fees Earned or Paid in Cash ($)": 90000, "Stock Awards ($) (2)": 178317, "Total ($)": 268317}}

Question: What is the difference between  Richard E. Belluzzo's total compensation as compared to Laura Black?
Answer: 92500

Question: What is the summed compensation for the top 3 most compensated directors?
Answer: 894951

Question: What is the percentage difference of the total compensation between Timothy Campos and Tor Braham?
Answer: 4.07
{"Net earnings": {"2019": 3253.0, "2018": 2973.0}, "Add back income taxes": {"2019": 1133.0, "2018": 995.0}, "Earnings before income taxes": {"2019": 4386.0, "2018": 3968.0}, "Applicable statutory tax rate": {"2019": 27.0, "2018": 27.0}, "Income taxes computed at applicable statutory rates": {"2019": -1184.0, "2018": -1071.0}, "Non-taxable portion of gains (losses) on investments": {"2019": 4.0, "2018": -9.0}, "Uncertain tax positions": {"2019": 15.0, "2018": 68.0}, "Effect of change in provincial corporate tax rate": {"2019": 27.0, "2018": "\u2013"}, "Change in estimate relating to prior periods": {"2019": 14.0, "2018": 20.0}, "Non-taxable portion of equity losses": {"2019": -20.0, "2018": -10.0}, "Previously unrecognized tax benefits": {"2019": 9.0, "2018": "\u2013"}, "Other": {"2019": 2.0, "2018": 7.0}, "Total income taxes": {"2019": -1133.0, "2018": -995.0}, "Average effective tax rate": {"2019": 25.8, "2018": 25.1}}

Question: What is the change in the applicable statutory tax rate from 2018 to 2019?
Answer: 0

Question: What is the percentage change in the earnings before income taxes from 2018 to 2019?
Answer: 10.53

Question: What is the total amount of uncertain tax positions in 2018 and 2019?
Answer: 83
{"Unbilled": {"2019": 12403, "2018": 11485}, "Billed: -- Current": {"2019": 815, "2018": 641}, "Billed: -- Past due": {"2019": 262, "2018": 209}, "Billed: -- Device payment plan agreement receivables, gross": {"2019": 13480, "2018": 12335}}

Question: What is the increase / (decrease) in the unbilled from 2018 to 2019?
Answer: 918

Question: What is the increase / (decrease) in the Device payment plan agreement receivables, gross from 2018 to 2019?
Answer: 1145
{"December 31, -- ": {"2019": 2019, "2018": 2018}, "December 31, -- Computer equipment and purchased software": {"2019": 3011, "2018": 3167}, "December 31, -- Machinery and equipment": {"2019": 699, "2018": 821}, "December 31, -- Furniture and fixtures": {"2019": 1115, "2018": 1113}, "December 31, -- Leasehold improvements (1)": {"2019": 3897, "2018": 3897}, "December 31, -- Total": {"2019": 8722, "2018": 8998}, "December 31, -- Less accumulated depreciation and amortization (1)": {"2019": -7496, "2018": -6655}, "December 31, -- Property and equipment, net": {"2019": 1226, "2018": 2343}}

Question: What was the change in the Property and equipment, net from 2018 to 2019?
Answer: -1117
{"Sales and Marketing": {"2020": 41, "2019": 38}, "Engineering": {"2020": 13, "2019": 9}, "Professional Services": {"2020": 6, "2019": 6}, "Customer Support": {"2020": 22, "2019": 22}, "Management and Administration": {"2020": 18, "2019": 17}, "Total": {"2020": 100, "2019": 92}}

Question: What percentage change is the number of employees in the Sales and Marketing department from 2019 to 2020?
Answer: 7.89

Question: By what percentage did the number of employees in the Engineering department increase from 2019 to 2020?
Answer: 44.44
{"($ in million) -- For the year ended December 31:": {"2019": 2019, "2018": 2018, "Yr.-to-Yr. Percent Change": "Yr.-to-Yr. Percent Change"}, "($ in million) -- Total consolidated research, development and engineering": {"2019": 5989.0, "2018": 5379.0, "Yr.-to-Yr. Percent Change": 11.3}, "Non-operating adjustment -- Acquisition-related charges": {"2019": -53, "2018": "-", "Yr.-to-Yr. Percent Change": "NM"}, "Non-operating adjustment -- Operating (non-GAAP) research, development and engineering": {"2019": 5936.0, "2018": 5379.0, "Yr.-to-Yr. Percent Change": 10.4}}

Question: What was the increase / (decrease) in the Total consolidated research, development and engineering from 2018 to 2019?
Answer: 610
{"N Chandrasekaran, Chairman@": {"Commission": "-", "Sitting Fees": 3.6}, "Aman Mehta": {"Commission": 315.0, "Sitting Fees": 4.8}, "V Thyagarajan*": {"Commission": 100.0, "Sitting Fees": 3.0}, "Prof Clayton M Christensen**": {"Commission": 75.0, "Sitting Fees": 0.3}, "Dr Ron Sommer": {"Commission": 220.0, "Sitting Fees": 5.1}, "O P Bhatt": {"Commission": 215.0, "Sitting Fees": 7.5}, "Aarthi Subramanian@@": {"Commission": "-", "Sitting Fees": 5.7}, "Dr Pradeep Kumar Khosla": {"Commission": 150.0, "Sitting Fees": 2.1}, "Hanne Sorensen***": {"Commission": 50.0, "Sitting Fees": 0.6}, "Keki Mistry***": {"Commission": 50.0, "Sitting Fees": 0.6}, "Don Callahan****": {"Commission": 35.0, "Sitting Fees": 0.3}, "Total": {"Commission": 1210.0, "Sitting Fees": 33.6}}

Question: What is the difference between the maximum and minimum sitting fee?
Answer: 7.2
{"": {"2019": "(Amounts in thousands)", "2018": ""}, "Current accrued benefit liability": {"2019": 335, "2018": 340}, "Non-current accrued benefit liability": {"2019": 6904, "2018": 6168}, "Total accrued benefit liability": {"2019": 7239, "2018": 6508}}

Question: What is the percentage change in the current accrued benefit liability between 2018 and 2019?
Answer: -1.47

Question: What is the change in non-current accrued benefit liability between 2018 and 2019?
Answer: 736

Question: How much is the current accrued benefit liability as a percentage of the total accrued benefit liability in 2019?
Answer: 4.63
{"Outstanding at March 31, 2018": {"Number of Shares": 1894, "Average Price (a)": 12.9, "Average Life (years) (b)": "-", "Aggregate Intrinsic Value": "-"}, "Options granted": {"Number of Shares": "-", "Average Price (a)": "-", "Average Life (years) (b)": "-", "Aggregate Intrinsic Value": "-"}, "Options exercised": {"Number of Shares": -326, "Average Price (a)": 13.11, "Average Life (years) (b)": "-", "Aggregate Intrinsic Value": 1944}, "Options cancelled/forfeited": {"Number of Shares": -122, "Average Price (a)": 13.22, "Average Life (years) (b)": "-", "Aggregate Intrinsic Value": 295}, "Outstanding at March 31, 2019": {"Number of Shares": 1446.0, "Average Price (a)": 12.82, "Average Life (years) (b)": 3.29, "Aggregate Intrinsic Value": 6528.0}, "Exercisable at March 31, 2019": {"Number of Shares": 1347.0, "Average Price (a)": 12.7, "Average Life (years) (b)": 3.08, "Aggregate Intrinsic Value": 6253.0}}

Question: What is the percentage of total aggregate intrinsic value of options exercised as a percentage of the aggregate intrinsic value exercisable at March 31, 2019?
Answer: 31.09

Question: What is the percentage change in the average price between March 31, 2018 and 2019?
Answer: -1.55
{"Trade receivables": {"2018": 808, "2019": 9463}, "VAT receivable": {"2018": 1094, "2019": 637}, "Accrued income": {"2018": 9473, "2019": 8274}, "Insurance claims": {"2018": 1282, "2019": 1400}, "Other receivables": {"2018": 7587, "2019": 5126}, "Total": {"2018": 20244, "2019": 24900}}

Question: What was the change in trade receivables from 2018 to 2019?
Answer: 8655

Question: What was the percentage change in total receivables from 2018 to 2019?
Answer: 23
{"Results of Operations -- Operating revenues": {"2019": 131868.0, "2018": 130863.0, "2017": 126034.0, "2016": 125980.0, "2015": 131620.0}, "Results of Operations -- Operating income": {"2019": 30378.0, "2018": 22278.0, "2017": 27425.0, "2016": 29249.0, "2015": 30615.0}, "Results of Operations -- Net income attributable to Verizon": {"2019": 19265.0, "2018": 15528.0, "2017": 30101.0, "2016": 13127.0, "2015": 17879.0}, "Results of Operations -- Per common share  basic": {"2019": 4.66, "2018": 3.76, "2017": 7.37, "2016": 3.22, "2015": 4.38}, "Results of Operations -- Per common share  diluted": {"2019": 4.65, "2018": 3.76, "2017": 7.36, "2016": 3.21, "2015": 4.37}, "Results of Operations -- Cash dividends declared per common share": {"2019": 2.435, "2018": 2.385, "2017": 2.335, "2016": 2.285, "2015": 2.23}, "Results of Operations -- Net income attributable to noncontrolling interests": {"2019": 523.0, "2018": 511.0, "2017": 449.0, "2016": 481.0, "2015": 496.0}, "Financial Position -- Total assets": {"2019": 291727.0, "2018": 264829.0, "2017": 257143.0, "2016": 244180.0, "2015": 244175.0}, "Financial Position -- Debt maturing within one year": {"2019": 10777.0, "2018": 7190.0, "2017": 3453.0, "2016": 2645.0, "2015": 6489.0}, "Financial Position -- Long-term debt": {"2019": 100712.0, "2018": 105873.0, "2017": 113642.0, "2016": 105433.0, "2015": 103240.0}, "Financial Position -- Employee benefit obligations": {"2019": 17952.0, "2018": 18599.0, "2017": 22112.0, "2016": 26166.0, "2015": 29957.0}, "Financial Position -- Noncontrolling interests": {"2019": 1440.0, "2018": 1565.0, "2017": 1591.0, "2016": 1508.0, "2015": 1414.0}, "Financial Position -- Equity attributable to Verizon": {"2019": 61395.0, "2018": 53145.0, "2017": 43096.0, "2016": 22524.0, "2015": 16428.0}}

Question: What was the change in operating revenues from 2017 to 2018?
Answer: 4829

Question: What was the change in the Per common share – basic from 2018 to 2019?
Answer: 0.9
{"Reconciliation to consolidated net revenues: -- Segment net revenues": {"2019": 5969, "2018": 6835, "2017": 6765}, "Reconciliation to consolidated net revenues: -- Revenues from non-reportable segments (1)": {"2019": 462, "2018": 480, "2017": 410}, "Reconciliation to consolidated net revenues: -- Net effect from recognition (deferral) of deferred net revenues (2)": {"2019": 101, "2018": 238, "2017": -139}, "Reconciliation to consolidated net revenues: -- Elimination of intersegment revenues (3)": {"2019": -43, "2018": -53, "2017": -19}, "Reconciliation to consolidated net revenues: -- Consolidated net revenues": {"2019": 6489, "2018": 7500, "2017": 7017}, "Reconciliation to consolidated income before income tax expense: -- Segment operating income": {"2019": 2054, "2018": 2446, "2017": 2417}, "Reconciliation to consolidated income before income tax expense: -- Operating income (loss) from non-reportable segments (1)": {"2019": 24, "2018": 31, "2017": -19}, "Reconciliation to consolidated income before income tax expense: -- Net effect from recognition (deferral) of deferred net revenues and related cost of revenues (2)": {"2019": 52, "2018": 100, "2017": -71}, "Reconciliation to consolidated income before income tax expense: -- Share-based compensation expense": {"2019": -166, "2018": -209, "2017": -178}, "Reconciliation to consolidated income before income tax expense: -- Amortization of intangible assets": {"2019": -203, "2018": -370, "2017": -757}, "Reconciliation to consolidated income before income tax expense: -- Fees and other expenses related to the acquisition of King (4)": {"2019": "\u2014", "2018": "\u2014", "2017": -15}, "Reconciliation to consolidated income before income tax expense: -- Restructuring costs (5)": {"2019": -137, "2018": -10, "2017": -15}, "Reconciliation to consolidated income before income tax expense: -- Other non-cash charges (6)": {"2019": "\u2014", "2018": "\u2014", "2017": -14}, "Reconciliation to consolidated income before income tax expense: -- Discrete tax-related items (7)": {"2019": -17, "2018": "\u2014", "2017": -39}, "Reconciliation to consolidated income before income tax expense: -- Consolidated operating income": {"2019": 1607, "2018": 1988, "2017": 1309}, "Reconciliation to consolidated income before income tax expense: -- Interest and other expense (income), net": {"2019": -26, "2018": 71, "2017": 146}, "Reconciliation to consolidated income before income tax expense: -- Loss on extinguishment of debt": {"2019": "\u2014", "2018": 40, "2017": 12}, "Reconciliation to consolidated income before income tax expense: -- Consolidated income before income tax expense": {"2019": 1633, "2018": 1877, "2017": 1151}}

Question: What was the percentage change in segment net revenues between 2018 and 2019?
Answer: -12.67

Question: What was the percentage change in segment operating income before income tax expense between 2017 and 2018?
Answer: 1.2

Question: What was the change in consolidated net revenues between 2018 and 2019?
Answer: -1011
{"Gross unrecognized tax benefits at the beginning of the year": {"2019": 1321, "2018": 1181, "2017": "$\u2014"}, "Additions from tax positions taken in the current year": {"2019": 213, "2018": 140, "2017": 140}, "Additions from tax positions taken in prior years": {"2019": 73, "2018": "\u2014", "2017": 1041}, "Reductions from tax positions taken in prior years": {"2019": "\u2014", "2018": "\u2014", "2017": "\u2014"}, "Tax settlements": {"2019": "\u2014", "2018": "\u2014", "2017": "\u2014"}, "Gross unrecognized tax benefits at end of the year": {"2019": 1607, "2018": 1321, "2017": 1181}}

Question: What is the percentage change in gross unrecognized tax benefits at the beginning of the year from 2018 to 2019?
Answer: 11.85
{"Operating lease obligations": {"Total": 23673, "Less Than 1 Year": 9008, "2-3 Years": 10907, "4-5 Years": 2827, "More Than 5 Years": 931}, "Purchase obligations": {"Total": 20520, "Less Than 1 Year": 16748, "2-3 Years": 3669, "4-5 Years": 103, "More Than 5 Years": "\u2014"}, "Total": {"Total": 44193, "Less Than 1 Year": 25756, "2-3 Years": 14576, "4-5 Years": 2930, "More Than 5 Years": 931}}

Question: What is the amount of purchase obligations due in the next 3 years?
Answer: 20417

Question: How much less operating lease obligations than purchase obligations does the company have due in less than 1 year?
Answer: 7740
{"(in thousands of dollars, except percentages and earnings per share)": {"2019": "$", "2018(2)": "$", "Change": "%"}, "Profit for the period from continuing operations": {"2019": 92403.0, "2018(2)": 75870.0, "Change": 21.8}, "Profit for the period": {"2019": 94323.0, "2018(2)": 74818.0, "Change": 26.1}, "Profit for the period from continuing operations attributable to owners of the Corporation": {"2019": 87850.0, "2018(2)": 72753.0, "Change": 20.8}, "Profit for the period attributable to owners of the Corporation": {"2019": 89770.0, "2018(2)": 71701.0, "Change": 25.2}, "Profit for the period from continuing operations attributable to non-controlling interest(2)": {"2019": 4553.0, "2018(2)": 3117.0, "Change": 46.1}, "Basic earnings per share from continuing operations": {"2019": 1.78, "2018(2)": 1.48, "Change": 20.3}, "Basic earnings per share": {"2019": 1.82, "2018(2)": 1.45, "Change": 25.5}}

Question: What is the increase/ (decrease) in Profit for the period from continuing operations attributable to owners of the Corporation from 2018 to 2019?
Answer: 15097
{"Stock-based compensation expense data: -- Sales and marketing": {"2019": 2075, "2018": 1196, "2017": 561}, "Stock-based compensation expense data: -- General and administrative": {"2019": 6474, "2018": 4901, "2017": 2638}, "Stock-based compensation expense data: -- Research and development": {"2019": 12054, "2018": 7332, "2017": 4214}, "Stock-based compensation expense data: -- Total stock-based compensation expense": {"2019": 20603, "2018": 13429, "2017": 7413}}

Question: What was the change in sales and marketing between 2017 and 2018?
Answer: 635

Question: What was the percentage change in the amount of research and development between 2018 and 2019?
Answer: 64.4
{"($ 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"}, "Global Business Services -- External gross profit": {"2019": 4606.0, "2018*": 4448.0, "Yr.-to-Yr. Percent/ Margin Change": 3.5}, "Global Business Services -- External gross profit margin": {"2019": 27.7, "2018*": 26.8, "Yr.-to-Yr. Percent/ Margin Change": 0.9}, "Global Business Services -- Pre-tax income": {"2019": 1666.0, "2018*": 1629.0, "Yr.-to-Yr. Percent/ Margin Change": 2.2}, "Global Business Services -- Pre-tax margin": {"2019": 9.9, "2018*": 9.6, "Yr.-to-Yr. Percent/ Margin Change": 0.2}}

Question: What was the increase / (decrease) in the Pre-tax income from 2018 to 2019?
Answer: 37

Question: What was the increase / (decrease) in the Pre-tax margin from 2018 to 2019?
Answer: 0.3
{"2020": {"US Plans": 2295, "International Plans": 7055}, "2021": {"US Plans": 2333, "International Plans": 7197}, "2022": {"US Plans": 2353, "International Plans": 7337}, "2023": {"US Plans": 2371, "International Plans": 7624}, "2024": {"US Plans": 2388, "International Plans": 7624}, "2025-2029": {"US Plans": 11880, "International Plans": 40364}}

Question: What is the difference in the 2020 U.S. and International plans?
Answer: 4760

Question: What is the percentage change in the estimated future benefit payments between 2020 and 2021 for the international plans?
Answer: 2.01
{"2020": {"Capital Leases": 918, "Facility Leases": 10649, "Data Centers": 21216}, "2021": {"Capital Leases": 1102, "Facility Leases": 15186, "Data Centers": 17427}, "2022": {"Capital Leases": 326, "Facility Leases": 14111, "Data Centers": 13010}, "2023": {"Capital Leases": "\u2014", "Facility Leases": 13825, "Data Centers": 2774}, "2024": {"Capital Leases": "\u2014", "Facility Leases": 13686, "Data Centers": 356}, "Thereafter  ": {"Capital Leases": "\u2014", "Facility Leases": 59502, "Data Centers": "\u2014"}, "Total minimum lease payments ": {"Capital Leases": 2346, "Facility Leases": 126959, "Data Centers": 54783}, "Less: Amount representing interest  ": {"Capital Leases": -121, "Facility Leases": "", "Data Centers": ""}, "Present value of capital lease obligations  ": {"Capital Leases": 2225, "Facility Leases": "", "Data Centers": ""}, "Less: Current portion  ": {"Capital Leases": -844, "Facility Leases": "", "Data Centers": ""}, "Long-term portion of capital lease obligations ": {"Capital Leases": 1381, "Facility Leases": "", "Data Centers": ""}}

Question: What is the change in Facility Leases from Year Ending March 31, 2021 to 2022?
Answer: -1075

Question: What is the change in Facility Leases from Year Ending March 31, 2022 to 2023?
Answer: -286

Question: What is the change in Facility Leases from Year Ending March 31, 2023 to 2024?
Answer: -139
{"Finished Goods": {"2019": 8320, "2018": 12472}, "Work in process": {"2019": "\u2014", "2018": 67}, "Component parts": {"2019": 6768, "2018": 4716}, "Service parts": {"2019": 4238, "2018": 5482}, "": {"2019": 19326, "2018": 22737}}

Question: What is the change in Finished Goods between December 31, 2018 and 2019?
Answer: -4152

Question: What is the change in Component parts between December 31, 2018 and 2019?
Answer: 2052
{"Long-term debt(1)": {"Total ": 110865, "Less than 1 year": 10470, "1 to 3 years ": 16431, "3 to 5 years ": 9803, "More than 5 years": 74161}, "Finance lease obligations(2) ": {"Total ": 1213, "Less than 1 year": 366, "1 to 3 years ": 479, "3 to 5 years ": 244, "More than 5 years": 124}, "Total long-term debt, including current maturities ": {"Total ": 112078, "Less than 1 year": 10836, "1 to 3 years ": 16910, "3 to 5 years ": 10047, "More than 5 years": 74285}, "Interest on long-term debt(1) ": {"Total ": 62450, "Less than 1 year": 4578, "1 to 3 years ": 8383, "3 to 5 years ": 7426, "More than 5 years": 42063}, "Operating leases(2)": {"Total ": 25968, "Less than 1 year": 4099, "1 to 3 years ": 7127, "3 to 5 years ": 5485, "More than 5 years": 9257}, "Purchase obligations(3) ": {"Total ": 18769, "Less than 1 year": 8384, "1 to 3 years ": 7448, "3 to 5 years ": 1441, "More than 5 years": 1496}, "Other long-term liabilities(4) ": {"Total ": 4135, "Less than 1 year": 694, "1 to 3 years ": 1692, "3 to 5 years ": 1749, "More than 5 years": "\u2014"}, "Finance obligations(5) ": {"Total ": 1539, "Less than 1 year": 281, "1 to 3 years ": 579, "3 to 5 years ": 603, "More than 5 years": 76}, "Total contractual obligations  ": {"Total ": 224939, "Less than 1 year": 28872, "1 to 3 years ": 42139, "3 to 5 years ": 26751, "More than 5 years": 127177}}

Question: What is the difference between the long-term debt due less than 1 year and 1 to 3 years?
Answer: 5961
{"Transportation": {"2019": 299005, "2018": 300124}, "Industrial": {"2019": 78369, "2018": 86968}, "Medical": {"2019": 41901, "2018": 40663}, "Aerospace & Defense": {"2019": 32569, "2018": 23323}, "Telecom & IT": {"2019": 17155, "2018": 19405}, "Total": {"2019": 468999, "2018": 470483}}

Question: What was the change in the revenues from Aerospace & Defense between 2018 and 2019?
Answer: 9246
{"": {"2019": "\u00a3m", "(Restated) 2018": "\u00a3m"}, "Total net debt": {"2019": 321.0, "(Restated) 2018": 355.2}, "Total equity": {"2019": 59.0, "(Restated) 2018": 5.6}, "Total capital": {"2019": 380.0, "(Restated) 2018": 360.8}}

Question: What was the change in total capital in 2019 from 2018?
Answer: 19.2

Question: What was the percentage change in total capital in 2019 from 2018?
Answer: 5.32
{"Capital Leases": {"Total": 1.7, "Less than 1 year": 0.6, "1-3 years": 0.9, "3-5 years": 0.2, "More than 5 years": "$\u2014"}, "Operating Leases": {"Total": 34.2, "Less than 1 year": 7.8, "1-3 years": 10.5, "3-5 years": 7.5, "More than 5 years": 8.4}, "Debt (1)": {"Total": 295.5, "Less than 1 year": 15.7, "1-3 years": 28.8, "3-5 years": 247.7, "More than 5 years": 3.3}, "Estimated Interest on Debt (2)": {"Total": 46.8, "Less than 1 year": 11.7, "1-3 years": 20.7, "3-5 years": 14.2, "More than 5 years": 0.2}, "Deferred Compensation": {"Total": 8.5, "Less than 1 year": 1.2, "1-3 years": 3.2, "3-5 years": 1.6, "More than 5 years": 2.5}, "Total": {"Total": 386.7, "Less than 1 year": 37.0, "1-3 years": 64.1, "3-5 years": 271.2, "More than 5 years": 14.4}}

Question: What was the difference in the capital leases due from less than 1 year to those due in 1-3 years?
Answer: 0.3

Question: What percentage of the total was made of debt?
Answer: 76.42
{"Directors' remuneration -- Average remuneration of Supervisory Board Members(1)": {"2019": 105066, "2018": 115618, "2017": 123281}, "Company's performance -- Net revenues (amounts in millions)": {"2019": 9556, "2018": 9664, "2017": 8347}, "Company's performance -- Operating income (amounts in millions)": {"2019": 1203, "2018": 1400, "2017": 1005}, "Average remuneration of all global indirect employees (FTE basis) (3) -- Employees": {"2019": 97300, "2018": 100600, "2017": 93500}}

Question: What was the increase / (decrease) in the Average remuneration of Supervisory Board Members from 2018 to 2019?
Answer: -10552
{"Current Executives: -- Jeffrey K. Storey(5)": {"No. of Shares(1)(3)": 358884, "Grant Value(1)": 5040000, "No. of Shares(2)(3)": 538328, "Grant Value(4)": 7560000, "Total Grant Value(4)": 12600000}, "Current Executives: -- Indraneel Dev": {"No. of Shares(1)(3)": 76904, "Grant Value(1)": 1080000, "No. of Shares(2)(3)": 115356, "Grant Value(4)": 1620000, "Total Grant Value(4)": 2700000}, "Current Executives: -- Stacey W. Goff": {"No. of Shares(1)(3)": 56966, "Grant Value(1)": 800000, "No. of Shares(2)(3)": 85449, "Grant Value(4)": 1200000, "Total Grant Value(4)": 2000000}, "Current Executives: -- Scott A. Trezise": {"No. of Shares(1)(3)": 22786, "Grant Value(1)": 320000, "No. of Shares(2)(3)": 34180, "Grant Value(4)": 480000, "Total Grant Value(4)": 800000}, "Current Executives: -- Shaun. C. Andrews": {"No. of Shares(1)(3)": 21362, "Grant Value(1)": 300000, "No. of Shares(2)(3)": 32043, "Grant Value(4)": 450000, "Total Grant Value(4)": 750000}}

Question: What is the difference between Indraneel Dev and Stacey W. Goff's total grant values?
Answer: 700000