kensho/bizbench huggingface dataset:
{"Debt obligations (1)": {"Total": 305927, "Year 1": 28430, "Years 2 - 3": 59509, "Years 4 - 5": 55708, "More than 5 years": 162280}, "Interest obligations (1)": {"Total": 28200, "Year 1": 6326, "Years 2 - 3": 11039, "Years 4 - 5": 8928, "More than 5 years": 1907}, "Operating lease obligations": {"Total": 48311, "Year 1": 10898, "Years 2 - 3": 14302, "Years 4 - 5": 9402, "More than 5 years": 13709}, "Pension and other post-retirement benefits (2)": {"Total": 94178, "Year 1": 6758, "Years 2 - 3": 15184, "Years 4 - 5": 18024, "More than 5 years": 54212}, "Employee separation liability": {"Total": 7640, "Year 1": 594, "Years 2 - 3": 674, "Years 4 - 5": 674, "More than 5 years": 5698}, "Restructuring liability": {"Total": 2181, "Year 1": 1869, "Years 2 - 3": 312, "Years 4 - 5": "\u2014", "More than 5 years": "\u2014"}, "Purchase commitments": {"Total": 31468, "Year 1": 31468, "Years 2 - 3": "\u2014", "Years 4 - 5": "\u2014", "More than 5 years": "\u2014"}, "Capital lease obligations": {"Total": 2049, "Year 1": 993, "Years 2 - 3": 888, "Years 4 - 5": 168, "More than 5 years": "\u2014"}, "Anti-trust fines and settlements (3)": {"Total": 34880, "Year 1": 21712, "Years 2 - 3": 10203, "Years 4 - 5": 2965, "More than 5 years": "\u2014"}, "Total": {"Total": 554834, "Year 1": 109048, "Years 2 - 3": 112111, "Years 4 - 5": 95869, "More than 5 years": 237806}}

Question: What was the difference in the total between Employee separation liability and Restructuring liability?
Answer: 5459

Question: What was the difference between the payments due by Year 1 between Interest obligations and operating lease obligations?
Answer: 4572

Question: What were the total debt obligations as a percentage of the total contractual obligations?
Answer: 55.14
{"Long-term debt(1)": {"Total": 1581.8, "Less than 1 year": 51.7, "1-3 years": 1461.0, "3-5 years": 69.1, "More than 5 years": "$\u2014"}, "Operating Lease Obligations (Time Charters) for vessels in operation(2)(4)": {"Total": 367.4, "Less than 1 year": 109.6, "1-3 years": 142.7, "3-5 years": 81.6, "More than 5 years": 33.5}, "Operating Lease Obligations (Time Charters) for vessels to be delivered(4)": {"Total": 63.4, "Less than 1 year": 5.5, "1-3 years": 13.6, "3-5 years": 12.9, "More than 5 years": 31.4}, "Acquisition of six liquid barges (5)": {"Total": 12.4, "Less than 1 year": 0.5, "1-3 years": 4.4, "3-5 years": 5.3, "More than 5 years": 2.2}, "Rent Obligations(3)": {"Total": 1.3, "Less than 1 year": 0.8, "1-3 years": 0.4, "3-5 years": 0.1, "More than 5 years": "\u2014"}, "Land lease agreements (3)": {"Total": 25.8, "Less than 1 year": 0.6, "1-3 years": 1.1, "3-5 years": 1.1, "More than 5 years": 23.0}, "Total": {"Total": 2052.1, "Less than 1 year": 168.7, "1-3 years": 1623.2, "3-5 years": 170.1, "More than 5 years": 90.1}}

Question: What was the difference between the total rent obligations and land lease agreements?
Answer: 24.5

Question: What was the difference between the total Acquisition of six liquid barges and long-term debt? 
Answer: 1569.4

Question: What percentage of total contractual obligations were due less than a year?
Answer: 8.22
{"Senior secured term loan": {"December 27, 2019": 238129, "December 28, 2018": 239745, "December 29, 2017": 238435}, "Total Convertible debt": {"December 27, 2019": 154000, "December 28, 2018": "$\u2014", "December 29, 2017": 36750}, "Borrowings outstanding on asset-based loan facility": {"December 27, 2019": "$\u2014", "December 28, 2018": 44185, "December 29, 2017": "$\u2014"}, "Finance leases and other financing obligations": {"December 27, 2019": 3905, "December 28, 2018": 193, "December 29, 2017": 664}}

Question: What is the percentage change in the finance leases and other financing obligations between fiscal years 2018 and 2019?
Answer: 1923.32
{"Restructuring costs: -- Cubic Transportation Systems": {"2019": 3.2, "2018": 0.4, "2017": 0.4}, "Restructuring costs: -- Cubic Mission Solutions": {"2019": "\u2014", "2018": 0.2, "2017": "\u2014"}, "Restructuring costs: -- Cubic Global Defense": {"2019": 3.3, "2018": 1.3, "2017": 0.9}, "Restructuring costs: -- Unallocated corporate expenses": {"2019": 8.9, "2018": 3.1, "2017": 1.0}, "Restructuring costs: -- Total restructuring costs": {"2019": 15.4, "2018": 5.0, "2017": 2.3}}

Question: What is the change in the amount of total restructuring costs in 2019 from 2018?
Answer: 10.4

Question: What is the percentage change in the amount of total restructuring costs in 2019 from 2018?
Answer: 208
{"Balance, beginning of the year": {"January 31, 2020": 966, "February 1, 2019": 1059}, "Additions to intangible assets related to business combinations": {"January 31, 2020": 622, "February 1, 2019": 154}, "Amortization expense": {"January 31, 2020": -300, "February 1, 2019": -247}, "Derecognized leasehold interest": {"January 31, 2020": -116, "February 1, 2019": "\u2014"}, "Balance, end of the year": {"January 31, 2020": 1172, "February 1, 2019": 966}}

Question: What was the change in Additions to intangible assets between 2019 and 2020?
Answer: 468

Question: What was the percentage change in the balance at the end of the year between 2019 and 2020?
Answer: 21.33
{"Deferred tax assets -- Accruals and reserves, net": {"2019": 29627, "2018": 31565}, "Deferred tax assets -- Allowance for doubtful accounts": {"2019": 11507, "2018": 11378}, "Deferred tax assets -- Stock-based compensation, net": {"2019": 10382, "2018": 10595}, "Deferred tax assets -- Deferred revenue": {"2019": 21786, "2018": 8160}, "Deferred tax assets -- Operating and finance lease liabilities": {"2019": 22085, "2018": 0}, "Deferred tax assets -- Net operating loss carryforwards": {"2019": 37717, "2018": 36649}, "Deferred tax assets -- Research and development tax credit": {"2019": 899, "2018": 899}, "Deferred tax assets -- Other": {"2019": 7488, "2018": 10784}, "Deferred tax assets -- Less:  Valuation Allowance": {"2019": -19219, "2018": -18734}, "Deferred tax assets -- Total deferred tax assets": {"2019": 122272, "2018": 91296}, "Deferred tax liabilities -- Prepaid expense": {"2019": -5372, "2018": -6733}, "Deferred tax liabilities -- Property and equipment, net": {"2019": -3695, "2018": -7442}, "Deferred tax liabilities -- Acquired intangibles, net": {"2019": -111284, "2018": -129879}, "Deferred tax liabilities -- Operating and finance right-to-use assets": {"2019": -17255, "2018": 0}, "Deferred tax liabilities -- Other": {"2019": 0, "2018": -676}, "Deferred tax liabilities -- Total deferred tax liabilities": {"2019": -137606, "2018": -144730}, "Deferred tax liabilities -- Net deferred tax liabilities": {"2019": -15334, "2018": -53434}}

Question: What is the change in Accruals and reserves, net between 2019 and 2018?
Answer: -1938

Question: What is the change in Allowance for doubtful accounts between 2019 and 2018?
Answer: 129

Question: What is the change in Stock-based compensation, net between 2019 and 2018?
Answer: -213
{"ASSETS -- Accounts receivable, net": {"March 31, 2018": 563.7, "ASC 606": 340.1, "ASU 2016-01": "$\u2014", "ASU 2016-16": "$\u2014", "April 1, 2018": 903.8}, "ASSETS -- Inventories": {"March 31, 2018": 476.2, "ASC 606": -5.1, "ASU 2016-01": "$\u2014", "ASU 2016-16": "$\u2014", "April 1, 2018": 471.1}, "ASSETS -- Other current assets": {"March 31, 2018": 119.8, "ASC 606": 17.2, "ASU 2016-01": "$\u2014", "ASU 2016-16": "$\u2014", "April 1, 2018": 137.0}, "ASSETS -- Long-term deferred tax assets": {"March 31, 2018": 100.2, "ASC 606": -23.1, "ASU 2016-01": "$\u2014", "ASU 2016-16": 1579.4, "April 1, 2018": 1656.5}, "ASSETS -- Other assets": {"March 31, 2018": 71.8, "ASC 606": "$\u2014", "ASU 2016-01": "$\u2014", "ASU 2016-16": -24.1, "April 1, 2018": 47.7}, "LIABILITIES -- Accrued liabilities": {"March 31, 2018": 229.6, "ASC 606": 404.2, "ASU 2016-01": "$\u2014", "ASU 2016-16": "$\u2014", "April 1, 2018": 633.8}, "LIABILITIES -- Deferred income on shipments to distributors": {"March 31, 2018": 333.8, "ASC 606": -333.8, "ASU 2016-01": "$\u2014", "ASU 2016-16": "$\u2014", "April 1, 2018": "$\u2014"}, "LIABILITIES -- Long-term deferred tax liability": {"March 31, 2018": 205.8, "ASC 606": 16.8, "ASU 2016-01": "$\u2014", "ASU 2016-16": -1.1, "April 1, 2018": 221.5}, "LIABILITIES -- Other long-term liabilities": {"March 31, 2018": 240.9, "ASC 606": "$\u2014", "ASU 2016-01": "$\u2014", "ASU 2016-16": -1.7, "April 1, 2018": 239.2}, "STOCKHOLDERS' EQUITY -- Accumulated other comprehensive loss": {"March 31, 2018": -17.6, "ASC 606": "$\u2014", "ASU 2016-01": -1.7, "ASU 2016-16": "$\u2014", "April 1, 2018": -19.3}, "STOCKHOLDERS' EQUITY -- Retained earnings": {"March 31, 2018": 1397.3, "ASC 606": 241.9, "ASU 2016-01": 1.7, "ASU 2016-16": 1558.1, "April 1, 2018": 3199.0}}

Question: What was the percentage change in Other assets due to the adjustments?
Answer: -33.57
{"United States, Canada and Latin America (Americas)": {"April 26, 2019": 3425, "April 27, 2018": 3207, "April 28, 2017": 3021}, "Europe, Middle East and Africa (EMEA)": {"April 26, 2019": 1847, "April 27, 2018": 1873, "April 28, 2017": 1741}, "Asia Pacific (APAC)": {"April 26, 2019": 874, "April 27, 2018": 839, "April 28, 2017": 729}, "Net revenues": {"April 26, 2019": 6146, "April 27, 2018": 5919, "April 28, 2017": 5491}}

Question: What was the change in the revenue from Asia Pacific between 2017 and 2018?
Answer: 110

Question: What was the percentage change in net revenues between 2018 and 2019?
Answer: 3.84
{"Nonvested at December 31, 2018": {"Number of Shares at Expected Attainment": 540697.0, "Weighted Average Grant Date Fair Value": 19.83}, "Forfeited": {"Number of Shares at Expected Attainment": -56567.0, "Weighted Average Grant Date Fair Value": 18.8}, "Change in expected attainment": {"Number of Shares at Expected Attainment": 185339.0, "Weighted Average Grant Date Fair Value": 20.09}, "Nonvested at December 31, 2019": {"Number of Shares at Expected Attainment": 669469.0, "Weighted Average Grant Date Fair Value": 20.12}}

Question: What was the change in nonvested shares at expected attainment between 2018 and 2019?
Answer: 128772

Question: What was the percentage change in nonvested shares at expected attainment between 2018 and 2019?
Answer: 23.82

Question: What is the difference in Weighted Average Grant Date Fair Value between nonvested shares and forfeited shares in 2018?
Answer: 1.03
{"United States": {"2019": 57095, "2018": 49530}, "Japan": {"2019": 89602, "2018": 79855}, "Thailand": {"2019": 82389, "2018": 74100}, "Mexico": {"2019": 121147, "2018": 62503}, "Italy": {"2019": 35197, "2018": 39398}, "China": {"2019": 45815, "2018": 36396}, "Portugal": {"2019": 31872, "2018": 29073}, "Macedonia": {"2019": 12906, "2018": 13723}, "Bulgaria": {"2019": 5480, "2018": 5597}, "Sweden": {"2019": 4800, "2018": 6005}, "Other (1)": {"2019": 8977, "2018": 9136}, "Total Non-United States": {"2019": 438185, "2018": 355786}, "": {"2019": 495280, "2018": 405316}}

Question: What was the change in the net property, plant and equipment in China between 2018 and 2019?
Answer: 9419

Question: What was the percentage change in the total net property, plant and equipment between 2018 and 2019?
Answer: 22.2
{"Net sales(1)(2): -- North America(3)": {"2019": 2828.1, "2018": 2734.9, "2017": 2591.5}, "Net sales(1)(2): -- EMEA": {"2019": 1010.4, "2018": 1038.5, "2017": 983.4}, "Net sales(1)(2): -- South America": {"2019": 233.8, "2018": 229.5, "2017": 231.8}, "Net sales(1)(2): -- APAC": {"2019": 718.8, "2018": 729.8, "2017": 654.9}, "Net sales(1)(2): -- Total": {"2019": 4791.1, "2018": 4732.7, "2017": 4461.6}, "Total long-lived assets(1)(2)(4): -- North America": {"2019": 919.3, "2018": 740.5, "2017": ""}, "Total long-lived assets(1)(2)(4): -- EMEA": {"2019": 345.8, "2018": 270.5, "2017": ""}, "Total long-lived assets(1)(2)(4): -- South America": {"2019": 50.2, "2018": 52.8, "2017": ""}, "Total long-lived assets(1)(2)(4): -- APAC": {"2019": 248.3, "2018": 211.8, "2017": ""}, "Total long-lived assets(1)(2)(4): -- Total": {"2019": 1563.6, "2018": 1275.6, "2017": ""}}

Question: What is the growth rate of total net sales for 2018 to 2019?
Answer: 1.23

Question: What is of Total long-lived assets for North America expressed as a percentage to all other regions in 2019?
Answer: 142.68
{"Deferred tax assets -- Stock based compensation": {"2019": 1757, "2018": 1337}, "Deferred tax assets -- Net operating loss and tax credit carryforwards": {"2019": 86879, "2018": 38622}, "Deferred tax assets -- Interest expense limitation": {"2019": 7620, "2018": "\u2014"}, "Deferred tax assets -- Pension obligation": {"2019": 13473, "2018": 3302}, "Deferred tax assets -- Excess and obsolete inventory": {"2019": 3217, "2018": 2161}, "Deferred tax assets -- Deferred revenue": {"2019": 3305, "2018": 6903}, "Deferred tax assets -- Employee bonuses and commissions": {"2019": 2537, "2018": 1874}, "Deferred tax assets -- Depreciation and amortization": {"2019": 29015, "2018": 29525}, "Deferred tax assets -- Operating lease liabilities": {"2019": 23451, "2018": "\u2014"}, "Deferred tax assets -- Other": {"2019": 9685, "2018": 9961}, "Deferred tax assets -- Deferred tax assets": {"2019": 180939, "2018": 93685}, "Deferred tax assets -- Less: Valuation allowance": {"2019": -76206, "2018": -30924}, "Deferred tax assets -- Net deferred tax assets": {"2019": 104733, "2018": 62761}, "Deferred tax liabilities -- Depreciation and amortization": {"2019": 41549, "2018": 17723}, "Deferred tax liabilities -- Unremitted earnings": {"2019": 4740, "2018": 3529}, "Deferred tax liabilities -- Operating lease right-of-use assets": {"2019": 22774, "2018": "\u2014"}, "Deferred tax liabilities -- Other": {"2019": 2966, "2018": 1267}, "Deferred tax liabilities -- Deferred tax liabilities": {"2019": 72029, "2018": 22519}, "Deferred tax liabilities -- Net deferred tax assets": {"2019": 32704, "2018": 40242}}

Question: What was the change in pension obligation between 2018 and 2019?
Answer: 10171

Question: What was the change in Excess and obsolete inventory between 2018 and 2019?
Answer: 1056

Question: What was the percentage change in Net deferred tax assets between 2018 and 2019?
Answer: -18.73
{"Sales": {"2019": 3941.5, "2018": 3495.5, "% Change": 12.8}, "Net Earnings": {"2019": 74.6, "2018": 101.3, "% Change": -26.4}, "Basic Earnings per Share": {"2019": 0.6, "2018": 0.81, "% Change": -25.9}, "Adjusted Operating Earnings(i)": {"2019": 145.4, "2018": 215.6, "% Change": -32.6}, "Adjusted Earnings per Share(i)": {"2019": 0.68, "2018": 1.22, "% Change": -44.3}}

Question: How much are the expenses in 2019?
Answer: 3866.9

Question: How many outstanding shares does the company has in 2019?
Answer: 124.33
{"Net cash provided by (used in) operating activities from continuing operations": {"2019": 47899, "2018": 151427}, "Net cash provided by (used in) operating activities from discontinued operations": {"2019": 493, "2018": -156}, "Net cash provided by (used in) operating activities": {"2019": 48392, "2018": 151271}, "Net cash provided by (used in) investing activities from continuing operations": {"2019": -393847, "2018": -113592}, "Net cash provided by (used in) financing activities from continuing operations": {"2019": 338840, "2018": -97134}, "EFFECT OF CURRENCY TRANSLATION ON CASH": {"2019": -1496, "2018": -1030}, "INCREASE (DECREASE) IN CASH AND CASH EQUIVALENTS": {"2019": -8111, "2018": -60485}, "CASH AND CASH EQUIVALENTS, beginning of period": {"2019": 354552, "2018": 415037}, "CASH AND CASH EQUIVALENTS, end of period": {"2019": 346441, "2018": 354552}, "Less cash and cash equivalents from discontinued operations": {"2019": "\u2014", "2018": 5251}, "CASH AND CASH EQUIVALENTS FROM CONTINUING OPERATIONS, end of period": {"2019": 346441, "2018": 349301}}

Question: What was the change in Net cash provided by (used in) operating activities from continuing operations between 2018 and 2019?
Answer: -103528

Question: What was the change in Net cash provided by (used in) operating activities between 2018 and 2019?
Answer: -102879

Question: What was the percentage change in cash and cash equivalents from continuing operations at the end of the period between 2018 and 2019?
Answer: -0.82
{"($ and shares in millions except per share amounts) -- For the year ended December 31:": {"2019": 2019.0, "2018": 2018.0, "Yr.-to-Yr. Percent/Margin Change**": "Yr.-to-Yr. Percent/Margin Change**"}, "($ and shares in millions except per share amounts) -- Revenue": {"2019": 77147.0, "2018": 79591.0, "Yr.-to-Yr. Percent/Margin Change**": -3.1}, "($ and shares in millions except per share amounts) -- Gross profit margin": {"2019": 47.3, "2018": 46.4, "Yr.-to-Yr. Percent/Margin Change**": 0.9}, "($ and shares in millions except per share amounts) -- Total expense and other (income)": {"2019": 26322.0, "2018": 25594.0, "Yr.-to-Yr. Percent/Margin Change**": 2.8}, "($ and shares in millions except per share amounts) -- Income from continuing operations before income taxes": {"2019": 10166.0, "2018": 11342.0, "Yr.-to-Yr. Percent/Margin Change**": -10.4}, "($ and shares in millions except per share amounts) -- Provision for income taxes from continuing operations": {"2019": 731.0, "2018": 2619.0, "Yr.-to-Yr. Percent/Margin Change**": -72.1}, "($ and shares in millions except per share amounts) -- Income from continuing operations": {"2019": 9435.0, "2018": 8723.0, "Yr.-to-Yr. Percent/Margin Change**": 8.2}, "($ and shares in millions except per share amounts) -- Income from continuing operations margin": {"2019": 12.2, "2018": 11.0, "Yr.-to-Yr. Percent/Margin Change**": 1.3}, "($ and shares in millions except per share amounts) -- Net income": {"2019": 9431.0, "2018": 8728.0, "Yr.-to-Yr. Percent/Margin Change**": 8.1}, "($ and shares in millions except per share amounts) -- Earnings per share from continuing operationsassuming dilution": {"2019": 10.57, "2018": 9.51, "Yr.-to-Yr. Percent/Margin Change**": 11.1}, "($ and shares in millions except per share amounts) -- Weighted-average shares outstandingassuming dilution": {"2019": 892.8, "2018": 916.3, "Yr.-to-Yr. Percent/Margin Change**": -2.6}, "($ and shares in millions except per share amounts) -- Assets++": {"2019": 152186.0, "2018": 123382.0, "Yr.-to-Yr. Percent/Margin Change**": 23.3}, "($ and shares in millions except per share amounts) -- Liabilities++": {"2019": 131202.0, "2018": 106452.0, "Yr.-to-Yr. Percent/Margin Change**": 23.2}, "($ and shares in millions except per share amounts) -- Equity++": {"2019": 20985.0, "2018": 16929.0, "Yr.-to-Yr. Percent/Margin Change**": 24.0}}

Question: What was the increase / (decrease) in revenue from 2018 to 2019?
Answer: -2444
{"Net periodic benefit (income) cost: -- U.S. and international net periodic benefit cost included in cost of sales(1)": {"2019": 1.1, "2018": 0.8, "2017": 1.4}, "Net periodic benefit (income) cost: -- U.S. and international net periodic benefit cost included in selling, general and administrative expenses": {"2019": 2.8, "2018": 3.5, "2017": 5.6}, "Net periodic benefit (income) cost: -- U.S. and international net periodic benefit (income) included in other (income) expense": {"2019": -4.4, "2018": -8.4, "2017": -6.0}, "Net periodic benefit (income) cost: -- Total benefit (income) cost": {"2019": -0.5, "2018": -4.1, "2017": 1.0}}

Question: What is the percentage difference of the U.S. and international net periodic benefit cost included in cost of sales for year 2017 to year 2019?
Answer: -21.43
{"Distributed earnings": {"2019": 43207.0, "2018": 39627.0, "2017": 32709.0}, "Undistributed earnings": {"2019": 70683.0, "2018": 42470.0, "2017": 81432.0}, "Net income": {"2019": 113890.0, "2018": 82097.0, "2017": 114141.0}, "Class A common stock: -- Basic net income available to common stockholders": {"2019": 76294.0, "2018": 54715.0, "2017": 75413.0}, "Class A common stock: -- Basic weighted average common shares outstanding": {"2019": 26763.0, "2018": 26354.0, "2017": 25685.0}, "Class A common stock: -- Basic earnings per share": {"2019": 2.85, "2018": 2.08, "2017": 2.94}, "Class A common stock: -- Diluted net income available to common stockholders": {"2019": 76555.0, "2018": 54937.0, "2017": 75698.0}, "Class A common stock: -- Effect of potential exercise of stock options": {"2019": 279.0, "2018": 324.0, "2017": 288.0}, "Class A common stock: -- Diluted weighted average common shares outstanding": {"2019": 27042.0, "2018": 26678.0, "2017": 25973.0}, "Class A common stock: -- Diluted earnings per share": {"2019": 2.83, "2018": 2.06, "2017": 2.91}, "Class B common stock: -- Basic net income available to common stockholders": {"2019": 37596.0, "2018": 27382.0, "2017": 38728.0}, "Class B common stock: -- Basic weighted average common shares outstanding": {"2019": 13188.0, "2018": 13189.0, "2017": 13190.0}, "Class B common stock: -- Basic earnings per share": {"2019": 2.85, "2018": 2.08, "2017": 2.94}, "Class B common stock: -- Diluted net income available to common stockholders": {"2019": 37335.0, "2018": 27160.0, "2017": 38443.0}, "Class B common stock: -- Diluted weighted average common shares outstanding": {"2019": 13188.0, "2018": 13189.0, "2017": 13190.0}, "Class B common stock: -- Diluted earnings per share": {"2019": 2.83, "2018": 2.06, "2017": 2.91}}

Question: What is the ratio of net income for the year ended December 31, 2018, to 2019?
Answer: 0.72

Question: What is the percentage change in diluted earnings per share for Class A common stock from the year ended December 31, 2018, to 2019?
Answer: 37.38

Question: What is the percentage change in diluted earnings per share for Class B common stock from the year ended December 31, 2017, to 2018?
Answer: -29.21
{"Gross Accounts Receivable - Trade": {"2018": 300016, "2019": 273053}, "Less -- Allowances for doubtful accounts": {"2018": 1893, "2019": 1276}, "Less -- Stock rotation and ship from stock and debit": {"2018": 15989, "2019": 14140}, "Less -- Sales returns and discounts": {"2018": 6875, "2019": 646}, "Less -- Total allowances": {"2018": 24757, "2019": 16062}, "Less -- Accounts Receivable - Trade, net": {"2018": 275259, "2019": 256991}}

Question: What is the total allowances for doubtful accounts in 2018 and 2019?
Answer: 3169

Question: What is the percentage change in net accounts receivable - trade between 2018 and 2019?
Answer: -6.64

Question: What is the total allowances in 2018 as a percentage of the gross accounts receivable - trade?
Answer: 8.25
{"": {"2019": "No. of Shares", "2018": "No. of Shares"}, "Number of shares at beginning of year": {"2019": 114758, "2018": 137227}, "Number of shares distributed to employees": {"2019": 45560, "2018": 42480}, "Number of shares transferred to main share registry and/or disposed of": {"2019": -44526, "2018": -64949}, "Number of shares at year end": {"2019": 115792, "2018": 114758}}

Question: What was the 2019 percentage change in number of shares distributed to employees?
Answer: 7.25

Question: What was the difference between the number of shares at the beginning and end of year 2019?
Answer: 1034
{"(in thousands of dollars, except percentages)": {"2019 (1)": "$", "2018 (2)": "$", "Change": "%", "Change in constant currency": "%", "Foreign exchange impact": "$"}, "Revenue": {"2019 (1)": 583673.0, "2018 (2)": 566184.0, "Change": 3.1, "Change in constant currency": 2.7, "Foreign exchange impact": 2427.0}, "Operating expenses": {"2019 (1)": 302833.0, "2018 (2)": 297977.0, "Change": 1.6, "Change in constant currency": 1.1, "Foreign exchange impact": 1441.0}, "Management fees  Cogeco Inc.": {"2019 (1)": 5230, "2018 (2)": 4796, "Change": 9.0, "Change in constant currency": 9.0, "Foreign exchange impact": "-"}, "Adjusted EBITDA": {"2019 (1)": 275610.0, "2018 (2)": 263411.0, "Change": 4.6, "Change in constant currency": 4.3, "Foreign exchange impact": 986.0}, "Adjusted EBITDA margin": {"2019 (1)": 47.2, "2018 (2)": 46.5, "Change": "", "Change in constant currency": "", "Foreign exchange impact": ""}}

Question: What was the increase / (decrease) in the revenue from three months ended August 31, 2018 to 2019?
Answer: 17489

Question: What was the increase / (decrease) in the Adjusted EBITDA margin from three months ended August 31, 2018 to 2019?
Answer: 0.7
{"": {"December 28, 2019": "", "December 29, 2018": "(Dollars in thousands)", "December 30, 2017": ""}, "Net cash provided by operating activities": {"December 28, 2019": 121048, "December 29, 2018": 68700, "December 30, 2017": 86323}, "Net cash used in investing activities": {"December 28, 2019": -66352, "December 29, 2018": -21295, "December 30, 2017": -59425}, "Net cash used in financing activities": {"December 28, 2019": -6578, "December 29, 2018": -39329, "December 30, 2017": -39470}}

Question: What is the change in Net cash provided by operating activities from Fiscal Year Ended December 28, 2019 to December 29, 2018?
Answer: 52348
{"Development test equipment": {"2019": 16461, "2018": 19110}, "Computer software": {"2019": 76134, "2018": 76134}, "Office equipment": {"2019": 66685, "2018": 61367}, "Office fixtures and furniture": {"2019": 330568, "2018": 330568}, "Leasehold improvements": {"2019": 18016, "2018": 18016}, "Total": {"2019": 507864, "2018": 505195}, "Accumulated depreciation and amortization": {"2019": -321339, "2018": -257906}, "Total property and equipment": {"2019": 186525, "2018": 247289}}

Question: What is the percentage change in the value of computer software from 2018 to 2019?
Answer: 0
{"Deferred income tax assets: -- Loss/credit carryforwards": {"2019": 28391, "2018": 27915}, "Deferred income tax assets: -- Inventories ": {"2019": 16809, "2018": 6459}, "Deferred income tax assets: -- Accrued benefits": {"2019": 15834, "2018": 14459}, "Deferred income tax assets: -- Other ": {"2019": 3353, "2018": 3450}, "Deferred income tax assets: -- Total gross deferred income tax assets ": {"2019": 64387, "2018": 52283}, "Deferred income tax assets: -- Less valuation allowances ": {"2019": -29170, "2018": -28369}, "Deferred income tax assets: -- Deferred income tax assets": {"2019": 35217, "2018": 23914}, "Deferred income tax liabilities:     -- Property, plant and equipment": {"2019": 15621, "2018": 12530}, "Deferred income tax liabilities:     -- Tax on unremitted earnings ": {"2019": 5192, "2018": 14935}, "Deferred income tax liabilities:     -- Acceleration of revenue under Topic 606 ": {"2019": 6055, "2018": "\u2014"}, "Deferred income tax liabilities:     -- Deferred income tax liabilities ": {"2019": 26868, "2018": 27465}, "Deferred income tax liabilities:     --  Net deferred income tax assets/(liabilities)": {"2019": 8349, "2018": -3551}}

Question: What was the change in the inventories between 2018 and 2019?
Answer: 10350

Question: What was the percentage change in the Property, plant and equipment between 2018 and 2019?
Answer: 24.67
{"": {"AUSTRALIA": 0, "ASIA": 0, "TOTAL": 0}, "30 June 2019 -- Revenue": {"AUSTRALIA": 149295, "ASIA": 4864, "TOTAL": 154159}, "30 June 2019 -- Non-current assets1": {"AUSTRALIA": 44061, "ASIA": 15899, "TOTAL": 59960}, "30 June 2018 -- Revenue": {"AUSTRALIA": 174776, "ASIA": 2155, "TOTAL": 176931}, "30 June 2018 -- Non-current assets1": {"AUSTRALIA": 49235, "ASIA": 15245, "TOTAL": 64480}}

Question: What is the percentage change in the revenue in Australia from 2018 to 2019?
Answer: -14.58

Question: What is the percentage change in the revenue in Asia from 2018 to 2019?
Answer: 125.71

Question: What is the percentage of Australia's non-current assets in the total non-current assets in 2019?
Answer: 73.48
{"": {"2019": 0, "2018": 0}, "Opening balance at 1 July": {"2019": 10693, "2018": 8611}, "Capital contribution / acquisition of shareholding in associates": {"2019": "-", "2018": 2048}, "Share of profit from associates*": {"2019": 1695, "2018": 1282}, "Distributions from associate": {"2019": "-", "2018": -1248}, "Closing balance at 30 June": {"2019": 12388, "2018": 10693}}

Question: What is the change in the Share of profit from associates from 2018 to 2019?
Answer: 413
{"Long-term taxes payable": {"2019": 37385, "2018": 36336}, "Deferred compensation (see Note 13)": {"2019": 39715, "2018": 40895}, "Deferred tax liabilities (see Note 16)": {"2019": 27785, "2018": 26339}, "Deferred revenue": {"2019": 8012, "2018": 5091}, "Asset retirement obligations liability (see Note 2)": {"2019": 4934, "2018": 4529}, "Defined benefit plan liabilities (see Note 14)": {"2019": 45862, "2018": 37528}, "Other long-term liabilities": {"2019": 2188, "2018": 1238}, "Total other long-term liabilities": {"2019": 165881, "2018": 151956}}

Question: What was the change in Other long-term liabilities from 2018 to 2019?
Answer: 950

Question: What was the percentage change in Other long-term liabilities from 2018 to 2019?
Answer: 76.74
{"Marketable securities": {"Carrying Value": 0, "Level 1": 0, "Level 2": 0, "Level 3": 0, "Total": 0}, "Derivative warrants liabilities": {"Carrying Value": -332222, "Level 1": "$-", "Level 2": "$-", "Level 3": -332222, "Total": -332222}}

Question: What is the difference in Level 1 and Level 2 marketable securities?
Answer: 0
{"for the 53 weeks ended 30 June 2019": {"F19": 53, "F18": 52.0, "": "CHANGE", "CHANGE": "NORMALISED"}, "MARGINS  continuing operations -- Gross profit (%)": {"F19": 29.1, "F18": 29.3, "": -24.0, "CHANGE": -23.0}, "MARGINS  continuing operations -- Cost of doing business (%)": {"F19": 24.6, "F18": 24.9, "": -31.0, "CHANGE": -30.0}, "MARGINS  continuing operations -- EBIT (%)": {"F19": 4.5, "F18": 4.5, "": 7.0, "CHANGE": 7.0}, "EARNINGS PER SHARE AND DIVIDENDS -- Weighted average ordinary shares on issue (million)": {"F19": 1305.7, "F18": 1300.5, "": 0.4, "CHANGE": ""}, "EARNINGS PER SHARE AND DIVIDENDS -- Total Group basic EPS (cents) before significant items": {"F19": 142.8, "F18": 132.6, "": 7.7, "CHANGE": 5.8}, "EARNINGS PER SHARE AND DIVIDENDS -- Total Group basic EPS (cents) after significant items": {"F19": 206.2, "F18": 132.6, "": 55.5, "CHANGE": 53.7}, "EARNINGS PER SHARE AND DIVIDENDS -- Basic EPS (cents)  from continuing operations before significant items": {"F19": 134.2, "F18": 123.4, "": 8.8, "CHANGE": 6.8}, "EARNINGS PER SHARE AND DIVIDENDS -- Basic EPS (cents)  from continuing operations after significant items": {"F19": 114.3, "F18": 123.4, "": -7.4, "CHANGE": -9.3}, "EARNINGS PER SHARE AND DIVIDENDS -- Diluted EPS (cents)  from continuing operations before significant items": {"F19": 133.4, "F18": 123.1, "": 8.4, "CHANGE": 6.4}, "EARNINGS PER SHARE AND DIVIDENDS -- Diluted EPS (cents)  from continuing operations after significant items": {"F19": 113.6, "F18": 123.1, "": -7.7, "CHANGE": -9.7}, "EARNINGS PER SHARE AND DIVIDENDS -- Interim dividend per share (cents)": {"F19": 45, "F18": 43.0, "": 4.7, "CHANGE": ""}, "EARNINGS PER SHARE AND DIVIDENDS -- Final dividend per share (cents) 1": {"F19": 57, "F18": 50.0, "": 14.0, "CHANGE": ""}, "EARNINGS PER SHARE AND DIVIDENDS -- Special dividend per share (cents) 1": {"F19": "\u2013", "F18": 10.0, "": "n.m.", "CHANGE": ""}, "EARNINGS PER SHARE AND DIVIDENDS -- Total dividend per share (cents)": {"F19": 102, "F18": 103.0, "": -1.0, "CHANGE": ""}}

Question: What percentage of the total dividend per share does the interim dividend per share constitute?
Answer: 44.12

Question: What is the nominal difference of the total group basic EPS (cents) before significant items and after significant items?
Answer: 63.4
{"": {"2019": "", "2018": "(in millions)", "2017": ""}, "Balance at beginning of fiscal year": {"2019": 566, "2018": 501, "2017": 490}, "Additions related to prior years tax positions": {"2019": 13, "2018": 14, "2017": 40}, "Reductions related to prior years tax positions": {"2019": -101, "2018": -11, "2017": -9}, "Additions related to current year tax positions": {"2019": 98, "2018": 105, "2017": 70}, "Settlements": {"2019": -2, "2018": -7, "2017": -4}, "Reductions due to lapse of applicable statute of limitations": {"2019": -32, "2018": -36, "2017": -86}, "Balance at end of fiscal year": {"2019": 542, "2018": 566, "2017": 501}}

Question: What was the change in the Additions related to prior years tax positions in 2019 from 2018?
Answer: -1

Question: What was the percentage change in the Additions related to prior years tax positions in 2019 from 2018?
Answer: -7.14
{"Statements of Operations: -- Revenue": {"2019": 10310.0, "2018": 12629.0, "2017": 12149.0}, "Statements of Operations: -- Cost of revenue": {"2019": 4405.0, "2018": 6295.0, "2017": 6627.0}, "Statements of Operations: -- Gross profit": {"2019": 5905.0, "2018": 6334.0, "2017": 5522.0}, "Operating expenses: -- Research and development": {"2019": 12350.0, "2018": 9948.0, "2017": 9572.0}, "Operating expenses: -- Selling, general and administrative": {"2019": 8918.0, "2018": 9982.0, "2017": 9900.0}, "Operating expenses: -- Loss from operations": {"2019": -15363.0, "2018": -13596.0, "2017": -13950.0}, "Operating expenses: -- Interest expense": {"2019": -350.0, "2018": -108.0, "2017": -115.0}, "Operating expenses: -- Interest income and other expense, net": {"2019": 189.0, "2018": 77.0, "2017": 21.0}, "Operating expenses: -- Loss before income taxes": {"2019": -15524.0, "2018": -13627.0, "2017": -14044.0}, "Operating expenses: -- (Benefit from) Provision for income taxes": {"2019": -80.0, "2018": 152.0, "2017": 87.0}, "Operating expenses: -- Net loss": {"2019": -15444.0, "2018": -13779.0, "2017": -14131.0}, "Net loss per share: (1) -- Basic and diluted": {"2019": -2.02, "2018": -2.16, "2017": -2.56}, "Weighted average shares: -- Basic and diluted": {"2019": 7663.0, "2018": 6365.0, "2017": 5521.0}}

Question: What is the percentage change in revenue between 2018 and 2019?
Answer: -18.36

Question: What is the percentage change in cost of revenue between 2018 and 2019?
Answer: -30.02

Question: What is the percentage change in gross profit between 2018 and 2019?
Answer: -6.77
{"Semiconductor Equipment": {"2019": 403018, "2018": 533770, "2017": 554063}, "Industrial & Medical": {"2019": 245992, "2018": 185122, "2017": 116949}, "Data Center Computing": {"2019": 91438, "2018": "\u2014", "2017": "\u2014"}, "Telecom & Networking": {"2019": 48500, "2018": "\u2014", "2017": "\u2014"}, "Total": {"2019": 788948, "2018": 718892, "2017": 671012}}

Question: What was the change in sales of Industrial & Medical products between 2018 and 2019? 
Answer: 60870

Question: What was the change in sales of Semiconductor Equipment between 2017 and 2018?
Answer: -20293

Question: What was the percentage change in total sales between 2018 and 2019?
Answer: 9.74
{"(in thousands of dollars, except percentages)": {"2019 (1)": "$", "2018 (2)": "$", "Change": "%", "Change in constant currency (3)": "%", "Foreign exchange impact (3)": "$"}, "Canadian broadband services": {"2019 (1)": 172120.0, "2018 (2)": 166181.0, "Change": 3.6, "Change in constant currency (3)": 3.6, "Foreign exchange impact (3)": -73.0}, "American broadband services": {"2019 (1)": 115523.0, "2018 (2)": 109937.0, "Change": 5.1, "Change in constant currency (3)": 4.1, "Foreign exchange impact (3)": 1057.0}, "Inter-segment eliminations and other": {"2019 (1)": -12033.0, "2018 (2)": -12707.0, "Change": -5.3, "Change in constant currency (3)": -5.3, "Foreign exchange impact (3)": 2.0}, "": {"2019 (1)": 275610.0, "2018 (2)": 263411.0, "Change": 4.6, "Change in constant currency (3)": 4.3, "Foreign exchange impact (3)": 986.0}}

Question: What was the average Canadian broadband services?
Answer: 169150.5
{"Expected statutory rate": {"2019": 26.5, "2018": 26.5, "2017": 26.5}, "Expected provision for income taxes": {"2019": 116752, "2018": 102323, "2017": 66131}, "Effect of foreign tax rate differences": {"2019": -1344, "2018": 2352, "2017": 8647}, "Change in valuation allowance": {"2019": -5045, "2018": 1779, "2017": 520}, "Amortization of deferred charges": {"2019": "\u2014", "2018": 4242, "2017": 6298}, "Effect of permanent differences": {"2019": -577, "2018": 4332, "2017": 3673}, "Effect of changes in unrecognized tax benefits": {"2019": 31992, "2018": 5543, "2017": 14427}, "Effect of withholding taxes": {"2019": 2097, "2018": 7927, "2017": 3845}, "Difference in tax filings from provision": {"2019": -250, "2018": 1321, "2017": -7836}, "Effect of U.S. tax reform": {"2019": "\u2014", "2018": 19037, "2017": "\u2014"}, "Effect of tax credits for research and development": {"2019": -13550, "2018": -3875, "2017": -2643}, "Effect of accrual for undistributed earnings": {"2019": -13112, "2018": -1154, "2017": 5613}, "Effect of Base Erosion and Anti-Abuse Tax (BEAT)": {"2019": 16030, "2018": "\u2014", "2017": "\u2014"}, "Other Items": {"2019": 5473, "2018": -1, "2017": 1075}, "Impact of internal reorganization of subsidiaries": {"2019": 16471, "2018": "\u2014", "2017": -876114}, "": {"2019": 154937, "2018": 143826, "2017": -776364}}

Question: What is the difference in Expected provision for income taxes from fiscal year 2018 to 2019?
Answer: 14429

Question: What is the difference in the Effect of changes in unrecognized tax benefits from fiscal year 2017 to 2019?
Answer: 17565
{"Personnel reduction costs": {"2019": 2823, "2018": 12587, "2017": 2214}, "Relocation and exit costs": {"2019": 5956, "2018": 2256, "2017": 3190}, "Restructuring charges": {"2019": 8779, "2018": 14843, "2017": 5404}}

Question: What was the change in Personnel reduction costs between 2017 and 2018?
Answer: 10373

Question: What was the percentage change in the Relocation and exit costs between 2018 and 2019?
Answer: 164.01
{"Year Ended May 31, -- (in millions, except per share data)": {"2019": 2019.0, "2018": 2018.0, "2017": 2017.0}, "Year Ended May 31, -- Net income": {"2019": 11083.0, "2018": 3587.0, "2017": 9452.0}, "Year Ended May 31, -- Weighted average common shares outstanding": {"2019": 3634.0, "2018": 4121.0, "2017": 4115.0}, "Year Ended May 31, -- Dilutive effect of employee stock plans": {"2019": 98.0, "2018": 117.0, "2017": 102.0}, "Year Ended May 31, -- Dilutive weighted average common shares outstanding": {"2019": 3732.0, "2018": 4238.0, "2017": 4217.0}, "Year Ended May 31, -- Basic earnings per share": {"2019": 3.05, "2018": 0.87, "2017": 2.3}, "Year Ended May 31, -- Diluted earnings per share": {"2019": 2.97, "2018": 0.85, "2017": 2.24}, "Year Ended May 31, -- Shares subject to anti-dilutive restricted stock-based awards and stock options excluded from calculation (1)": {"2019": 71.0, "2018": 64.0, "2017": 74.0}}

Question: By how much did net income change from 2018 to 2019?
Answer: 7496

Question: In 2019, how much more was the basic earnings per share than the diluted earnings per share?
Answer: 0.08

Question: What was the percentage change in dilutive effect of employee stock plans from 2017 to 2018?
Answer: 14.71
{"Date of share purchase": {"Number of shares purchased": 0, "Average price paid per share inclusive of transaction costs": "Pence", "Total number of shares purchased under publicly announced share buyback programme": 0, "Maximum number of shares that may yet be purchased under the programme": 0}, "February 2019": {"Number of shares purchased": 14529.0, "Average price paid per share inclusive of transaction costs": 135.17, "Total number of shares purchased under publicly announced share buyback programme": 14529.0, "Maximum number of shares that may yet be purchased under the programme": 784539.0}, "March 2019": {"Number of shares purchased": 305099.0, "Average price paid per share inclusive of transaction costs": 140.56, "Total number of shares purchased under publicly announced share buyback programme": 319628.0, "Maximum number of shares that may yet be purchased under the programme": 479440.0}, "April 2019": {"Number of shares purchased": 290570.0, "Average price paid per share inclusive of transaction costs": 142.2, "Total number of shares purchased under publicly announced share buyback programme": 610198.0, "Maximum number of shares that may yet be purchased under the programme": 188870.0}, "May 2019 (to date)": {"Number of shares purchased": 116228.0, "Average price paid per share inclusive of transaction costs": 140.11, "Total number of shares purchased under publicly announced share buyback programme": 726426.0, "Maximum number of shares that may yet be purchased under the programme": 72642.0}, "Total": {"Number of shares purchased": 726426.0, "Average price paid per share inclusive of transaction costs": 141.04, "Total number of shares purchased under publicly announced share buyback programme": 726426.0, "Maximum number of shares that may yet be purchased under the programme": 72642.0}}

Question: What is the percentage change between shares purchased in March and April 2019?
Answer: -4.76
{"Non-current deferred income tax assets": {"2019": 87011, "2018": 64858}, "Non-current deferred income tax liabilities": {"2019": -27785, "2018": -26339}, "Net deferred tax assets": {"2019": 59226, "2018": 38519}}

Question: What was the change in Net deferred tax assets from 2018 to 2019?
Answer: 20707

Question: What was the percentage change in Net deferred tax assets from 2018 to 2019?
Answer: 53.76
{"Deferred tax assets: -- Pensions": {"2019": 86.9, "2018": 66.8}, "Deferred tax assets: -- Postretirement provisions": {"2019": 35.7, "2018": 33.7}, "Deferred tax assets: -- Net operating loss carryforwards": {"2019": 28.8, "2018": 26.5}, "Deferred tax assets: -- Derivatives and hedging activities": {"2019": 4.1, "2018": "\u2014"}, "Deferred tax assets: -- Other": {"2019": 32.1, "2018": 29.4}, "Deferred tax assets: -- Gross deferred tax assets": {"2019": 187.6, "2018": 156.4}, "Deferred tax assets: -- Valuation allowances": {"2019": -24.6, "2018": -23.9}, "Deferred tax assets: -- Total deferred tax assets": {"2019": 163.0, "2018": 132.5}, "Deferred tax liabilities: -- Depreciation": {"2019": -249.5, "2018": -235.2}, "Deferred tax liabilities: -- Intangible assets": {"2019": -11.3, "2018": -11.9}, "Deferred tax liabilities: -- Inventories": {"2019": -36.1, "2018": -30.5}, "Deferred tax liabilities: -- Derivatives and hedging activities": {"2019": -0.3, "2018": -8.7}, "Deferred tax liabilities: -- Other": {"2019": -4.3, "2018": -3.5}, "Deferred tax liabilities: -- Total deferred tax liabilities": {"2019": -301.5, "2018": -289.8}, "Deferred tax liabilities: -- Deferred tax liabilities, net": {"2019": -138.5, "2018": -157.3}}

Question: What was the change in Pensions in 2019 from 2018?
Answer: 20.1

Question: What was the percentage change in Pensions in 2019 from 2018?
Answer: 30.09
{"Net assets of post-employment benefit plans": {"NOTE": 24, "2019": 558, "2018": 331}, "Long-term notes and other receivables": {"NOTE": "", "2019": 142, "2018": 89}, "Derivative assets": {"NOTE": 26, "2019": 200, "2018": 68}, "Publicly-traded and privately-held investments": {"NOTE": 26, "2019": 129, "2018": 110}, "Investments(1)": {"NOTE": "", "2019": 128, "2018": 114}, "Other": {"NOTE": "", "2019": 117, "2018": 135}, "Total other non-current assets": {"NOTE": "", "2019": 1274, "2018": 847}}

Question: What is the percentage change in net assets of post-employment benefit plans in 2019?
Answer: 68.58

Question: What is the change in net assets of post-employment benefit plans in 2019?
Answer: 227

Question: What is the change in the total other non-current assets in 2019? 
Answer: 427
{"Total revenues": {"2019": 2632.6, "2018": 2099.2}, "Pretax loss": {"2019": -157.5, "2018": -724.9}, "Net loss": {"2019": -200.1, "2018": -734.5}}

Question: What is the % change in the total revenue from 2018 to 2019?
Answer: 25.41
{"Unvested shares at December 31, 2018": {"Number of Shares": 4117.0, "Weighted- Average Grant Date Fair Value": 41.94}, "Granted": {"Number of Shares": 1589.0, "Weighted- Average Grant Date Fair Value": 55.69}, "Forfeited": {"Number of Shares": -510.0, "Weighted- Average Grant Date Fair Value": 45.72}, "Vested": {"Number of Shares": -1440.0, "Weighted- Average Grant Date Fair Value": 40.61}, "Unvested shares at December 31, 2019": {"Number of Shares": 3756.0, "Weighted- Average Grant Date Fair Value": 47.76}}

Question: What is the change in number of unvested shares between 2018 and 2019?
Answer: -361

Question: What is the difference in weighted-average grant date fair value between granted and forfeited shares?
Answer: 9.97

Question: What is the difference in weighted-average grant date fair value for unvested shares in 2018 and vested shares?
Answer: 1.33
{"Cost Data: -- Repairs and maintenance costs": {"2019": 120.4, "2018": 108.0, "2017": 99.1}, "Noncash investing and financing activities: -- Noncash purchases of property, plant, equipment and software": {"2019": 16.1, "2018": 16.5, "2017": 13.7}, "Cash paid (received) during the year for: -- Interest payments, net": {"2019": 27.6, "2018": 29.5, "2017": 27.7}, "Cash paid (received) during the year for: -- Income tax payments (refunds), net": {"2019": 27.5, "2018": 33.7, "2017": -33.3}}

Question: What was the change in Repairs and maintenance costs in 2019 from 2018?
Answer: 12.4

Question: What was the percentage change in Repairs and maintenance costs in 2019 from 2018?
Answer: 11.48
{"Weighted average duration of the defined benefit obligation (years)": {"2019": 14.0, "2018": 15.0}, "Maturity analysis of benefit payments (non-discounted amounts) $ million -- Maturity  1 year": {"2019": 10.8, "2018": 10.4}, "Maturity analysis of benefit payments (non-discounted amounts) $ million -- Maturity > 1  5 years": {"2019": 45.6, "2018": 43.2}, "Maturity analysis of benefit payments (non-discounted amounts) $ million -- Maturity > 5  10 years": {"2019": 61.7, "2018": 119.0}, "Maturity analysis of benefit payments (non-discounted amounts) $ million -- Maturity > 10  20 years": {"2019": 114.3, "2018": 103.0}, "Maturity analysis of benefit payments (non-discounted amounts) $ million -- Maturity > 20  30 years": {"2019": 81.7, "2018": 68.0}, "Maturity analysis of benefit payments (non-discounted amounts) $ million -- Maturity > 30 years": {"2019": 63.0, "2018": 42.9}}

Question: What was the change in the benefit payments (non-discounted amounts) for maturity > 30 years?
Answer: 20.1

Question: What was the percentage change in the benefit payments (non-discounted amounts) for maturity > 30 years?
Answer: 46.85
{"": {"2018": "", "2017": "(dollars in thousands)", "$": "", "%": ""}, "General and administrative": {"2018": 31462.0, "2017": 22895.0, "$": 8567.0, "%": 37.4}, "% of revenue": {"2018": 21, "2017": 22, "$": "", "%": ""}}

Question: What is the change in the gross margin between 2017 and 2018?
Answer: -1
{"Revenues -- ACI On Premise": {"2019": 579334, "2018": 576755}, "Revenues -- ACI On Demand": {"2019": 678960, "2018": 433025}, "Revenues -- Total revenue": {"2019": 1258294, "2018": 1009780}, "Segment Adjusted EBITDA -- ACI On Premise": {"2019": 321305, "2018": 323902}, "Segment Adjusted EBITDA -- ACI On Demand": {"2019": 66501, "2018": 12015}, "Segment Adjusted EBITDA -- Depreciation and amortization": {"2019": -122569, "2018": -97350}, "Segment Adjusted EBITDA -- Stock-based compensation expense": {"2019": -36763, "2018": -20360}, "Segment Adjusted EBITDA -- Corporate and unallocated expenses": {"2019": -104718, "2018": -92296}, "Segment Adjusted EBITDA -- Interest, net": {"2019": -52066, "2018": -30388}, "Segment Adjusted EBITDA -- Other, net": {"2019": 520, "2018": -3724}, "Segment Adjusted EBITDA -- Income before income taxes": {"2019": 72210, "2018": 91799}, "Depreciation and amortization -- ACI On Premise": {"2019": 11992, "2018": 11634}, "Depreciation and amortization -- ACI On Demand": {"2019": 34395, "2018": 31541}, "Depreciation and amortization -- Corporate": {"2019": 76182, "2018": 54175}, "Depreciation and amortization -- Total depreciation and amortization": {"2019": 122569, "2018": 97350}, "Stock-based compensation expense -- ACI On Premise": {"2019": 7651, "2018": 4348}, "Stock-based compensation expense -- ACI On Demand": {"2019": 7995, "2018": 4338}, "Stock-based compensation expense -- Corporate and other": {"2019": 21117, "2018": 11674}, "Stock-based compensation expense -- Total stock-based compensation expense": {"2019": 36763, "2018": 20360}}

Question: What was the change in Corporate depreciation and amortization between 2018 and 2019?
Answer: 22007

Question: What was the change in ACI on Premise revenues between 2018 and 2019?
Answer: 2579

Question: What was the percentage change in segment adjusted EBITDA ACI on Premise between 2018 and 2019?
Answer: -0.8