kensho/bizbench huggingface dataset:
{"At 31 March Notes": {"Notes": "", "2019": "\u00a3m", "2018": "\u00a3m", "2017": "\u00a3m"}, "Derivative financial assets": {"Notes": "", "2019": 1592, "2018": 1509, "2017": 2246}, "Investments": {"Notes": 23, "2019": 3268, "2018": 3075, "2017": 1564}, "Trade and other receivables a": {"Notes": 17, "2019": 1766, "2018": 2518, "2017": 2729}, "Contract assets": {"Notes": 6, "2019": 1602, "2018": "\u2013", "2017": "\u2013"}, "Cash and cash equivalents": {"Notes": 24, "2019": 1666, "2018": 528, "2017": 528}, "": {"Notes": "", "2019": 9894, "2018": 7630, "2017": 7067}}

Question: What is the change in the Derivative financial assets from 2018 to 2019?
Answer: 83
{"Deferred income tax assets (liabilities): -- Intangibles": {"September 30, 2019": -75190, "September 30, 2018": -70467}, "Deferred income tax assets (liabilities): -- Property and equipment depreciation": {"September 30, 2019": -521586, "September 30, 2018": -552119}, "Deferred income tax assets (liabilities): -- Net operating loss carry forwards and credits": {"September 30, 2019": 377505, "September 30, 2018": 464274}, "Deferred income tax assets (liabilities): -- Stock-based compensation": {"September 30, 2019": 114118, "September 30, 2018": 151558}, "Deferred income tax assets (liabilities): -- Inventories": {"September 30, 2019": 350197, "September 30, 2018": 400111}, "Deferred income tax assets (liabilities): -- Prepaid expenses": {"September 30, 2019": -63252, "September 30, 2018": -60806}, "Deferred income tax assets (liabilities): -- Accrued expenses and reserves": {"September 30, 2019": 371414, "September 30, 2018": 250787}, "Deferred income tax assets (liabilities): -- Goodwill": {"September 30, 2019": -607882, "September 30, 2018": -583415}, "Deferred income tax assets (liabilities): -- Gross deferred tax liability": {"September 30, 2019": -54676, "September 30, 2018": -77}, "Deferred income tax assets (liabilities): -- Valuation allowance": {"September 30, 2019": -47014, "September 30, 2018": -104858}, "Deferred income tax assets (liabilities): -- Net deferred tax liability": {"September 30, 2019": -101690, "September 30, 2018": -104935}}

Question: What is the percentage change in the net operating loss carry forwards and credits from 2018 to 2019?
Answer: -18.69
{"Deferred tax assets: -- Tax credit carryforwards": {"March 29, 2019": 54, "March 30, 2018": 30}, "Deferred tax assets: -- Net operating loss carryforwards of acquired companies": {"March 29, 2019": 51, "March 30, 2018": 32}, "Deferred tax assets: -- Other accruals and reserves not currently tax deductible": {"March 29, 2019": 64, "March 30, 2018": 66}, "Deferred tax assets: -- Deferred revenue": {"March 29, 2019": 54, "March 30, 2018": 94}, "Deferred tax assets: -- Intangible assets": {"March 29, 2019": 384, "March 30, 2018": "\u2014"}, "Deferred tax assets: -- Loss on investments not currently tax deductible": {"March 29, 2019": 35, "March 30, 2018": 9}, "Deferred tax assets: -- Stock-based compensation": {"March 29, 2019": 87, "March 30, 2018": 141}, "Deferred tax assets: -- Other": {"March 29, 2019": 25, "March 30, 2018": 18}, "Deferred tax assets: -- Gross deferred tax assets": {"March 29, 2019": 754, "March 30, 2018": 390}, "Deferred tax assets: -- Valuation allowance": {"March 29, 2019": -105, "March 30, 2018": -19}, "Deferred tax assets: -- Deferred tax assets, net of valuation allowance": {"March 29, 2019": 649, "March 30, 2018": 371}, "Deferred tax liabilities: -- Property and equipment": {"March 29, 2019": -17, "March 30, 2018": -5}, "Deferred tax liabilities: -- Goodwill": {"March 29, 2019": -13, "March 30, 2018": -20}, "Deferred tax liabilities: -- Intangible assets": {"March 29, 2019": "\u2014", "March 30, 2018": -459}, "Deferred tax liabilities: -- Unremitted earnings of foreign subsidiaries": {"March 29, 2019": -316, "March 30, 2018": -396}, "Deferred tax liabilities: -- Prepaids and deferred expenses": {"March 29, 2019": -43, "March 30, 2018": -23}, "Deferred tax liabilities: -- Discount on convertible debt": {"March 29, 2019": -7, "March 30, 2018": -14}, "Deferred tax liabilities: -- Deferred tax liabilities": {"March 29, 2019": -396, "March 30, 2018": -917}, "Deferred tax liabilities: -- Net deferred tax assets (liabilities)": {"March 29, 2019": 253, "March 30, 2018": -546}}

Question: As of March 29, 2019, What is Intangible assets expressed as a percentage of  Gross deferred tax assets?
Answer: 50.93
{"Cost of salesproduct": {"July 27, 2019": 90, "July 28, 2018": 94, "July 29, 2017": 85}, "Cost of salesservice": {"July 27, 2019": 130, "July 28, 2018": 133, "July 29, 2017": 134}, "Share-based compensation expense in cost of sales .": {"July 27, 2019": 220, "July 28, 2018": 227, "July 29, 2017": 219}, "Research and development .": {"July 27, 2019": 540, "July 28, 2018": 538, "July 29, 2017": 529}, "Sales and marketing": {"July 27, 2019": 519, "July 28, 2018": 555, "July 29, 2017": 542}, "General and administrative": {"July 27, 2019": 250, "July 28, 2018": 246, "July 29, 2017": 236}, "Restructuring and other charges": {"July 27, 2019": 62, "July 28, 2018": 33, "July 29, 2017": 3}, "Share-based compensation expense in operating expenses": {"July 27, 2019": 1371, "July 28, 2018": 1372, "July 29, 2017": 1310}, "Total share-based compensation expense": {"July 27, 2019": 1591, "July 28, 2018": 1599, "July 29, 2017": 1529}, "Income tax benefit for share-based compensation .": {"July 27, 2019": 542, "July 28, 2018": 558, "July 29, 2017": 451}}

Question: What was the change in the product cost of sales between 2017 and 2018?
Answer: 9

Question: What was the percentage change in Total share-based compensation expense between 2018 and 2019?
Answer: -0.5
{"Current assets": {"2019  $000": 75460, "2018  $000 RESTATED": 91457, "CHANGE": -18}, "Non-current assets": {"2019  $000": 150607, "2018  $000 RESTATED": 147234, "CHANGE": 2}, "Total assets": {"2019  $000": 226067, "2018  $000 RESTATED": 238691, "CHANGE": -5}, "Current liabilities": {"2019  $000": 34555, "2018  $000 RESTATED": 43336, "CHANGE": -20}, "Non-current liabilities": {"2019  $000": 34348, "2018  $000 RESTATED": 31418, "CHANGE": 9}, "Total liabilities": {"2019  $000": 68903, "2018  $000 RESTATED": 74754, "CHANGE": -8}, "Net assets": {"2019  $000": 157164, "2018  $000 RESTATED": 163937, "CHANGE": -4}, "Equity": {"2019  $000": 157164, "2018  $000 RESTATED": 163937, "CHANGE": -4}}

Question: What is the percentage change in the net assets from 2018 to 2019?
Answer: -4.13
{"Equity method investments (1)": {"Number of Investees at December 31, 2019": 5, "Original Cost": 7407, "December 31, 2019": 11332, "December 31, 2018": 10667}, "Cost less impairment": {"Number of Investees at December 31, 2019": 9, "Original Cost": 43874, "December 31, 2019": 32462, "December 31, 2018": 25923}, "Total long-term equity investments": {"Number of Investees at December 31, 2019": 14, "Original Cost": 51281, "December 31, 2019": 43794, "December 31, 2018": 36590}}

Question: What is the change in the Total long-term equity investments from 2018 to 2019?
Answer: 7204
{"Term loan(1)": {"Total": 393000, "Less than 1 year": 4000, "1-3 years": 8000, "3-5 years": 8000, "More than 5 years": 373000}, "Interest payments on term loan(2)": {"Total": 100382, "Less than 1 year": 19575, "1-3 years": 38550, "3-5 years": 37750, "More than 5 years": 4507}, "Revolving loan facility fees(3)": {"Total": 1310, "Less than 1 year": 375, "1-3 years": 750, "3-5 years": 185, "More than 5 years": "\u2014"}, "Operating leases(4)": {"Total": 15398, "Less than 1 year": 4491, "1-3 years": 8596, "3-5 years": 2311, "More than 5 years": "\u2014"}, "Total contractual obligations": {"Total": 510090, "Less than 1 year": 28441, "1-3 years": 55896, "3-5 years": 48246, "More than 5 years": 377507}}

Question: What was the difference in the total between Revolving loan facility fees and operating leases? 
Answer: 14088

Question: What was the contractual obligations due more than 5 years as a percentage of total contractual obligations?
Answer: 74.01
{"Voyage Revenue  ": {"2019": 317220.0, "2018": 289016.0, "Variance ": 9.8}, "Voyage Expenses  ": {"2019": -141770.0, "2018": -165012.0, "Variance ": -14.1}, "Vessel Operating Expenses  ": {"2019": -66033.0, "2018": -80411.0, "Variance ": -17.9}, "Impairment Loss on Vessels  ": {"2019": "-", "2018": -2168, "Variance ": "N/A "}, "Impairment Loss on Goodwill  ": {"2019": "-", "2018": "-", "Variance ": "N/A "}, "Loss from Disposal of Vessels  ": {"2019": "-", "2018": -6619, "Variance ": "N/A "}, "General and Administrative Expenses  ": {"2019": -13481.0, "2018": -12727.0, "Variance ": 5.9}, "Depreciation Expenses  ": {"2019": -63965.0, "2018": -60695.0, "Variance ": 5.4}, "Net Operating (Loss) Income  ": {"2019": 31971.0, "2018": -38616.0, "Variance ": -182.8}, "Interest Income  ": {"2019": 298.0, "2018": 334.0, "Variance ": -10.8}, "Interest Expenses  ": {"2019": -38390.0, "2018": -34549.0, "Variance ": 11.1}, "Other Financial Expenses  ": {"2019": -4231.0, "2018": -14808.0, "Variance ": -71.4}, "Equity Loss from Associate  ": {"2019": "-", "2018": -7667, "Variance ": "N/A "}, "Net (Loss) Income  ": {"2019": -10352.0, "2018": -95306.0, "Variance ": -89.1}}

Question: What is the percentage change in the voyage revenue between 2018 and 2019?
Answer: 9.76
{"All figures in USD 000     -- Vessels as of January 1  ": {"2019": 1307087, "2018": 1769967}, "All figures in USD 000     -- Additions Vessels  ": {"2019": 2531, "2018": 169446}, "All figures in USD 000     -- Disposals Vessels  ": {"2019": "-", "2018": -632326}, "All figures in USD 000     -- Drydocking as of January 1  ": {"2019": 52331, "2018": 119303}, "All figures in USD 000     -- Additions Drydocking  ": {"2019": 7618, "2018": 8210}, "All figures in USD 000     -- Disposals Drydocking  ": {"2019": "-", "2018": -75182}, "All figures in USD 000     -- Total Vessels and Drydocking  ": {"2019": 1369567, "2018": 1359418}, "All figures in USD 000     -- Less Accumulated Depreciation  ": {"2019": -469570, "2018": -405660}, "All figures in USD 000     -- Less Accumulated Impairment Loss on Vessels": {"2019": "-", "2018": "-**"}, "All figures in USD 000     -- Vessels  ": {"2019": 899997, "2018": 953758}}

Question: What is the percentage change in the value of vessels between January 1, 2018 and 2019?
Answer: -26.15

Question: What is the percentage change in the value of vessel additions between 2018 and 2019?
Answer: -98.51
{"Receivables": {"Ending Balance as of August 30, 2018": 5478, "ASU 2016-16": "$\u2014", "ASC 606": 114, "Opening Balance as of August 31, 2018": 5592}, "Inventories": {"Ending Balance as of August 30, 2018": 3595, "ASU 2016-16": "\u2014", "ASC 606": -5, "Opening Balance as of August 31, 2018": 3590}, "Other current assets": {"Ending Balance as of August 30, 2018": 164, "ASU 2016-16": -14, "ASC 606": 30, "Opening Balance as of August 31, 2018": 180}, "Deferred tax assets": {"Ending Balance as of August 30, 2018": 1022, "ASU 2016-16": 56, "ASC 606": -92, "Opening Balance as of August 31, 2018": 986}, "Other current liabilities": {"Ending Balance as of August 30, 2018": 521, "ASU 2016-16": "\u2014", "ASC 606": -4, "Opening Balance as of August 31, 2018": 517}, "Other noncurrent liabilities": {"Ending Balance as of August 30, 2018": 354, "ASU 2016-16": "\u2014", "ASC 606": 1, "Opening Balance as of August 31, 2018": 355}, "Retained earnings": {"Ending Balance as of August 30, 2018": 24395, "ASU 2016-16": 42, "ASC 606": 50, "Opening Balance as of August 31, 2018": 24487}}

Question: What is the total opening balance for receivables and inventories as of August 31, 2018?
Answer: 9182

Question: What is the ratio of ending balance as of August 30, 2018, for other current liabilities to other noncurrent liabilities?
Answer: 1.47

Question: What is the percentage change of opening balance as of August 31, 2018, from ending balance in August 30, 2018, for receivables due to the adoption of ASC 606?
Answer: 2.08
{"Balance Sheet Data: -- Working capital": {"2019 (1)(2)": 308426, "2018 (3)": 269857, "2017": 100039, "2016 (5)": 31625, "2015": -2360}, "Balance Sheet Data: -- Total assets": {"2019 (1)(2)": 3257534, "2018 (3)": 2122455, "2017": 1861639, "2016 (5)": 1902295, "2015": 1975788}, "Balance Sheet Data: -- Current portion of debt (6)": {"2019 (1)(2)": 34148, "2018 (3)": 20767, "2017": 17786, "2016 (5)": 90323, "2015": 89710}, "Balance Sheet Data: -- Debt (long-term portion) (6)": {"2019 (1)(2)": 1350592, "2018 (3)": 658602, "2017": 668356, "2016 (5)": 656063, "2015": 845639}, "Balance Sheet Data: -- Stockholders equity": {"2019 (1)(2)": 1129968, "2018 (3)": 1048231, "2017": 764597, "2016 (5)": 754917, "2015": 654400}}

Question: What was the change in working capital between 2018 and 2019?
Answer: 38569

Question: What was the change in current portion of debt between 2016 and 2017?
Answer: 72537
{"Accounts receivable: -- Trade": {"2019": 176715, "2018": 166459}, "Accounts receivable: -- Allowance for doubtful accounts reserve": {"2019": -1206, "2018": -1210}, "Accounts receivable: -- Ship-from-stock and debit (SFSD) reserve": {"2019": -18862, "2018": -17362}, "Accounts receivable: -- Returns reserves (1)": {"2019": -964, "2018": -131}, "Accounts receivable: -- Rebates reserves": {"2019": -967, "2018": -446}, "Accounts receivable: -- Price protection reserves": {"2019": -657, "2018": -420}, "Accounts receivable: -- Other": {"2019": "\u2014", "2018": -329}, "Accounts receivable: -- Accounts receivable, net (1)": {"2019": 154059, "2018": 146561}}

Question: What was the percentage change in the amount of trade between 2018 and 2019?
Answer: 6.16
{"($ in millions) -- For the year ended December 31:": {"2019": 2019, "2018": 2018, "Yr.-to-Yr. Percent Change": "Yr.-to-Yr. Percent Change"}, "Selling, general and administrative expense -- Selling, general and administrativeother": {"2019": 17099.0, "2018": 16438.0, "Yr.-to-Yr. Percent Change": 4.0}, "Selling, general and administrative expense -- Advertising and promotional expense": {"2019": 1647.0, "2018": 1466.0, "Yr.-to-Yr. Percent Change": 12.3}, "Selling, general and administrative expense -- Workforce rebalancing charges": {"2019": 555.0, "2018": 598.0, "Yr.-to-Yr. Percent Change": -7.2}, "Selling, general and administrative expense -- Amortization of acquired intangible assets": {"2019": 762.0, "2018": 435.0, "Yr.-to-Yr. Percent Change": 74.9}, "Selling, general and administrative expense -- Stock-based compensation": {"2019": 453.0, "2018": 361.0, "Yr.-to-Yr. Percent Change": 25.2}, "Selling, general and administrative expense -- Bad debt expense": {"2019": 89.0, "2018": 67.0, "Yr.-to-Yr. Percent Change": 32.5}, "Selling, general and administrative expense -- Total consolidated selling, general and administrative expense": {"2019": 20604.0, "2018": 19366.0, "Yr.-to-Yr. Percent Change": 6.4}, "Non-operating adjustments -- Amortization of acquired intangible assets": {"2019": -762.0, "2018": -435.0, "Yr.-to-Yr. Percent Change": 74.9}, "Non-operating adjustments -- Acquisition-related charges": {"2019": -282, "2018": -15, "Yr.-to-Yr. Percent Change": "NM"}, "Non-operating adjustments -- Operating (non-GAAP) selling, general and administrative expense": {"2019": 19560.0, "2018": 18915.0, "Yr.-to-Yr. Percent Change": 3.4}}

Question: What was the increase / (decrease) in the Selling, general and administrative—other from 2018 to 2019?
Answer: 661

Question: What is the increase / (decrease) in the Stock-based compensation from 2018 to 2019?
Answer: 92
{"Current assets": {"2018": 15168, "2019": 13381}, "Non-current assets": {"2018": 5907, "2019": 7464}, "Current liabilities": {"2018": 7792, "2019": 4432}, "Non-current liabilities": {"2018": 1122, "2019": 4781}, "Equity": {"2018": 12161, "2019": 11632}}

Question: What is the current liability to current assets ratio for 2019?
Answer: 0.33
{"Audit Fees (1)": {"Fiscal 2019": 3631575, "Fiscal 2018": 3784488}, "Audit-Related Fees (2)": {"Fiscal 2019": 0, "Fiscal 2018": 359000}, "Tax Fees (3)": {"Fiscal 2019": 169776, "Fiscal 2018": 61592}, "All Other Fees (4)": {"Fiscal 2019": 4500, "Fiscal 2018": 3600}, "Total": {"Fiscal 2019": 3805851, "Fiscal 2018": 4208680}}

Question: What is the change in Audit Fees as a percentage between 2018 and 2019?
Answer: -4.04

Question: What is the change in All Other Fees as a percentage between 2018 and 2019?
Answer: 25

Question: What is the total of Tax Fees and All Other Fees in 2019?
Answer: 174276
{"Amounts in thousands of U.S. Dollars -- Pool gross revenues (included in Revenues)": {"2018": 102253, "2019": 45253}, "Amounts in thousands of U.S. Dollars -- Pool gross voyage expenses and commissions (included in Voyage expenses and commissions)": {"2018": -10154, "2019": -8086}, "Amounts in thousands of U.S. Dollars -- GasLogs adjustment for net pool allocation (included in Net pool allocation)": {"2018": 17818, "2019": -4264}, "Amounts in thousands of U.S. Dollars -- GasLogs total net pool performance": {"2018": 109917, "2019": 32903}}

Question: What is the change in pool gross revenues from 2018 to 2019?
Answer: -57000

Question: What is the percentage change in total net pool performance from 2018 to 2019?
Answer: -70.07
{"Revenues from customers (1): -- China": {"2019": 514327, "2018": 348942, "2017": 260451}, "Revenues from customers (1): -- Taiwan": {"2019": 485681, "2018": 516322, "2017": 687031}, "Revenues from customers (1): -- United States": {"2019": 333059, "2018": 282869, "2017": 252516}, "Revenues from customers (1): -- Korea": {"2019": 239504, "2018": 163224, "2017": 206819}, "Revenues from customers (1): -- Europe": {"2019": 219015, "2018": 223207, "2017": 163715}, "Revenues from customers (1): -- Japan": {"2019": 175322, "2018": 158281, "2017": 169093}, "Revenues from customers (1): -- Thailand": {"2019": 87503, "2018": 59184, "2017": 29566}, "Revenues from customers (1): -- Singapore": {"2019": 84111, "2018": 108618, "2017": 101085}, "Revenues from customers (1): -- Malaysia": {"2019": 58200, "2018": 122797, "2017": 124048}, "Revenues from customers (1): -- Philippines": {"2019": 54560, "2018": 77996, "2017": 105850}, "Revenues from customers (1): -- Rest of the World": {"2019": 43683, "2018": 39362, "2017": 36432}, "Revenues from customers (1): -- ": {"2019": 2294965, "2018": 2100802, "2017": 2136606}}

Question: What was the change in Rest of the World in 2019 from 2018?
Answer: 4321

Question: What was the percentage change in Rest of the World in 2019 from 2018?
Answer: 10.98
{"Licensing of intellectual property including royalty-based fees": {"2019": 367.0, "2018": 723.0, "Yr.-to-Yr. Percent Change": -43.2}, "Custom development income": {"2019": 246.0, "2018": 275.0, "Yr.-to-Yr. Percent Change": -10.5}, "Sales/other transfers of intellectual property": {"2019": 34.0, "2018": 28.0, "Yr.-to-Yr. Percent Change": 22.6}, "Total": {"2019": 648.0, "2018": 1026.0, "Yr.-to-Yr. Percent Change": -36.9}}

Question: What was the increase / (decrease) in the Custom development income from 2018 to 2019?
Answer: -29
{"Foreign currency losses recorded in AOCL": {"2019": 45.8, "2018": 385.8, "2017": 51.6}, "Foreign currency (gains) losses recorded in Other expense": {"2019": -6.1, "2018": 4.5, "2017": -26.4}, "Total foreign currency losses": {"2019": 39.7, "2018": 390.3, "2017": 25.2}}

Question: What was the change in Foreign currency losses recorded in AOCL between 2018 and 2019?
Answer: -340

Question: What was the total percentage change in Total foreign currency losses between 2017 and 2019?
Answer: 57.54
{"Amounts are in thousands of U.S. Dollars -- Revenues": {"2017": 525229, "2018": 618344, "Change": 93115}, "Amounts are in thousands of U.S. Dollars -- Net pool allocation": {"2017": 7254, "2018": 17818, "Change": 10564}, "Amounts are in thousands of U.S. Dollars -- Voyage expenses and commissions": {"2017": -15404, "2018": -20374, "Change": -4970}, "Amounts are in thousands of U.S. Dollars -- Vessel operating and supervision costs": {"2017": -122486, "2018": -128084, "Change": -5598}, "Amounts are in thousands of U.S. Dollars -- Depreciation": {"2017": -137187, "2018": -153193, "Change": -16006}, "Amounts are in thousands of U.S. Dollars -- General and administrative expenses": {"2017": -39850, "2018": -41993, "Change": -2143}, "Amounts are in thousands of U.S. Dollars -- Profit from operations": {"2017": 217556, "2018": 292518, "Change": 74962}, "Amounts are in thousands of U.S. Dollars -- Financial costs": {"2017": -139181, "2018": -166627, "Change": -27446}, "Amounts are in thousands of U.S. Dollars -- Financial income": {"2017": 2650, "2018": 4784, "Change": 2134}, "Amounts are in thousands of U.S. Dollars -- Gain/(loss) on derivatives": {"2017": 2025, "2018": -6077, "Change": -8102}, "Amounts are in thousands of U.S. Dollars -- Share of profit of associates": {"2017": 1159, "2018": 1800, "Change": 641}, "Amounts are in thousands of U.S. Dollars -- Total other expenses, net": {"2017": -133347, "2018": -166120, "Change": -32773}, "Amounts are in thousands of U.S. Dollars -- Profit for the year": {"2017": 84209, "2018": 126398, "Change": 42189}, "Amounts are in thousands of U.S. Dollars -- Non-controlling interests": {"2017": 68703, "2018": 78715, "Change": 10012}, "Amounts are in thousands of U.S. Dollars -- Profit attributable to owners of the Group": {"2017": 15506, "2018": 47683, "Change": 32177}}

Question: What was the percentage change in profit from 2017 to 2018?
Answer: 50.1
{"Weighted average grant-date fair value": {"January 3, 2020": 11.89, "December 28, 2018": 13.85, "December 29, 2017": 11.53}, "Expected term (in years)": {"January 3, 2020": 4.4, "December 28, 2018": 4.7, "December 29, 2017": 4.7}, "Expected volatility": {"January 3, 2020": 24.3, "December 28, 2018": 26.6, "December 29, 2017": 29.7}, "Risk-free interest rate": {"January 3, 2020": 2.4, "December 28, 2018": 2.6, "December 29, 2017": 1.9}, "Dividend yield": {"January 3, 2020": 2.2, "December 28, 2018": 2.0, "December 29, 2017": 2.5}}

Question: What was the average Expected volatility in 2018 and 2017?
Answer: 28.15

Question: What was the change in the Risk-free interest rate from 2017 to 2018?
Answer: 0.7
{"Stock-based compensation expense by caption -- Cost of goods sold": {"2019": 102, "2018": 83, "2017": 88}, "Stock-based compensation expense by caption -- Selling, general, and administrative": {"2019": 73, "2018": 61, "2017": 75}, "Stock-based compensation expense by caption -- Research and development": {"2019": 68, "2018": 54, "2017": 52}, "Stock-based compensation expense by caption -- ": {"2019": 243, "2018": 198, "2017": 215}, "Stock-based compensation expense by type of award -- Restricted stock awards": {"2019": 178, "2018": 140, "2017": 144}, "Stock-based compensation expense by type of award -- Stock options": {"2019": 33, "2018": 55, "2017": 71}, "Stock-based compensation expense by type of award -- ESPP": {"2019": 32, "2018": 3, "2017": "\u2014"}, "Stock-based compensation expense by type of award -- ": {"2019": 243, "2018": 198, "2017": 215}}

Question: What is the percentage change in stock-based compensation expense from 2017 to 2018?
Answer: -7.91

Question: What is the difference between stock-based compensation expenses between 2018 and 2019?
Answer: 45
{"Industrial Solutions": {"$  7,821": 3954, "58 %": 30, "$ 8,290": 3856, "59 %": 28}, "Communications Solutions": {"$  7,821": 1673, "58 %": 12, "$ 8,290": 1842, "59 %": 13}, "Total": {"$  7,821": 13448, "58 %": 100, "$ 8,290": 13988, "59 %": 100}}

Question: What was the percentage change in Industrial Solutions in 2019 from 2018?
Answer: 2.54
{"Granted": {"Number of Options (in Millions)": 2.3, "Weighted Average Exercise Price": 27.09, "Average Remaining Contractual Term (Years)": "", "Aggregate Intrinsic Value (in Millions)": ""}, "Exercised": {"Number of Options (in Millions)": -0.1, "Weighted Average Exercise Price": 24.79, "Average Remaining Contractual Term (Years)": "", "Aggregate Intrinsic Value (in Millions)": 0.1}, "Expired": {"Number of Options (in Millions)": -1.8, "Weighted Average Exercise Price": 26.92, "Average Remaining Contractual Term (Years)": "", "Aggregate Intrinsic Value (in Millions)": ""}, "Outstanding at May 26, 2019": {"Number of Options (in Millions)": 0.4, "Weighted Average Exercise Price": 28.13, "Average Remaining Contractual Term (Years)": 0.16, "Aggregate Intrinsic Value (in Millions)": 0.6}, "Exercisable at May 26, 2019": {"Number of Options (in Millions)": 0.4, "Weighted Average Exercise Price": 28.13, "Average Remaining Contractual Term (Years)": 0.16, "Aggregate Intrinsic Value (in Millions)": 0.6}}

Question: What is the ratio of granted stocks to exercisable stocks?
Answer: 5.75
{"": {"2019": "%", "2018": "%"}, "Rate of increase in salaries": {"2019": 2.4, "2018": 2.7}, "Rate of increase in pensions": {"2019": 2.8, "2018": 2.9}, "Rate of price inflation": {"2019": 2.9, "2018": 3.2}, "Discount rate": {"2019": 2.1, "2018": 2.7}}

Question: What was the absolute percentage change in the discount rate from 2018 to 2019?
Answer: -0.6
{"Product development": {"2019": 1478, "2018": 1306, "2017": 1545}, "Sales and marketing": {"2019": 469, "2018": 371, "2017": 360}, "General and administrative": {"2019": 2429, "2018": 3011, "2017": 522}, "Total share-based compensation expense": {"2019": 4376, "2018": 4688, "2017": 2427}}

Question: What was the increase / (decrease) in the product development Share-based Compensation from 2018 to 2019?
Answer: 172
{"": {"2019": "\u00a3m", "(Restated) 2018": "\u00a3m"}, "Profit before taxation": {"2019": 242.2, "(Restated) 2018": 210.7}, "Tax on profit on ordinary activities at the standard UK corporation tax rate of 19% (2018: 19%)": {"2019": 46.0, "(Restated) 2018": 40.0}, "Expenses not deductible for taxation purposes": {"2019": 0.3, "(Restated) 2018": 0.8}, "Income not taxable": {"2019": -1.7, "(Restated) 2018": "\u2013"}, "Adjustments in respect of foreign tax rates": {"2019": -0.1, "(Restated) 2018": -0.1}, "Adjustments in respect of prior years": {"2019": "\u2013", "(Restated) 2018": -1.1}, "Total taxation charge": {"2019": 44.5, "(Restated) 2018": 39.6}}

Question: What was the change in Total taxation charge in 2019 from 2018?
Answer: 4.9

Question: What was the percentage change in Total taxation charge in 2019 from 2018?
Answer: 12.37
{"Cash": {"April 26, 2019": 2216, "April 26, 2018": 2727}, "Cash equivalents": {"April 26, 2019": 109, "April 26, 2018": 214}, "Cash and cash equivalents": {"April 26, 2019": 2325, "April 26, 2018": 2941}, "Short-term restricted cash": {"April 26, 2019": 5, "April 26, 2018": 5}, "Long-term restricted cash": {"April 26, 2019": 1, "April 26, 2018": 1}, "Restricted cash": {"April 26, 2019": 6, "April 26, 2018": 6}, "Cash, cash equivalents and restricted cash": {"April 26, 2019": 2331, "April 26, 2018": 2947}}

Question: What was the change in cash between 2018 and 2019?
Answer: -511

Question: What was the change in cash and cash equivalents between 2018 and 2019?
Answer: -616

Question: What was the percentage change in Cash, cash equivalents and restricted cash between 2018 and 2019?
Answer: -20.9
{"Total borrowings": {"Group 2019": 4916.8, "Group 2018": 5331.0}, "Cash and cash equivalents": {"Group 2019": -223.0, "Group 2018": -274.3}, "Net debt": {"Group 2019": 4693.8, "Group 2018": 5056.7}, "Less Metrocentre compound financial instrument": {"Group 2019": -195.4, "Group 2018": -189.5}, "Net external debt": {"Group 2019": 4498.4, "Group 2018": 4867.2}, "Analysed as: -- Debt including Groups share of joint ventures": {"Group 2019": 4721.4, "Group 2018": 5141.5}, "Analysed as: -- Cash including Groups share of joint ventures": {"Group 2019": -223.0, "Group 2018": -274.3}, "Analysed as: -- Net external debt": {"Group 2019": 4498.4, "Group 2018": 4867.2}}

Question: What is the percentage change in the net debt from 2018 to 2019?
Answer: -7.18

Question: What is the percentage change in the net external debt from 2018 to 2019?
Answer: -7.58

Question: What is the percentage of total borrowings in net debt in 2019?
Answer: 104.75
{"Consolidated Statements of Income Data: -- Revenue": {"2019": 70697.0, "2018": 55838.0, "2017": 40653.0, "2016": 27638.0, "2015": 17928.0}, "Consolidated Statements of Income Data: -- Total costs and expenses(1)": {"2019": 46711.0, "2018": 30925.0, "2017": 20450.0, "2016": 15211.0, "2015": 11703.0}, "Consolidated Statements of Income Data: -- Income from operations": {"2019": 23986.0, "2018": 24913.0, "2017": 20203.0, "2016": 12427.0, "2015": 6225.0}, "Consolidated Statements of Income Data: -- Income before provision for income taxes": {"2019": 24812.0, "2018": 25361.0, "2017": 20594.0, "2016": 12518.0, "2015": 6194.0}, "Consolidated Statements of Income Data: -- Net income": {"2019": 18485.0, "2018": 22112.0, "2017": 15934.0, "2016": 10217.0, "2015": 3688.0}, "Consolidated Statements of Income Data: -- Net income attributable to Class A and Class B common stockholders": {"2019": 18485.0, "2018": 22111.0, "2017": 15920.0, "2016": 10188.0, "2015": 3669.0}, "Earnings per share attributable to Class A and Class B common stockholders: -- Basic": {"2019": 6.48, "2018": 7.65, "2017": 5.49, "2016": 3.56, "2015": 1.31}, "Earnings per share attributable to Class A and Class B common stockholders: -- Diluted": {"2019": 6.43, "2018": 7.57, "2017": 5.39, "2016": 3.49, "2015": 1.29}}

Question: What is the change in revenue between 2018 and 2019?
Answer: 14859
{"Expected life (years)": {"2019": 2.8, "2018": 2.9, "2017": 2.9}, "Interest rate": {"2019": 2.5, "2018": 2.4, "2017": 1.5}, "Volatility": {"2019": 29.3, "2018": 28.0, "2017": 26.5}, "Expected dividend yield": {"2019": "\u2014", "2018": "\u2014", "2017": "\u2014"}}

Question: What was the change in interest rate between 2018 and 2019?
Answer: 0.1

Question: What was the change in Volatility between 2017 and 2018?
Answer: 1.5

Question: What was the percentage change in expected life (years) between 2018 and 2019?
Answer: -3.45
{"Service cost": {"2019": 9.4, "2018": 9.6, "2017": 10.0}, "Interest cost": {"2019": 5.0, "2018": 4.7, "2017": 4.3}, "Expected return on plan assets": {"2019": -6.0, "2018": -6.1, "2017": -5.5}, "Curtailment gain": {"2019": "\u2014", "2018": -0.3, "2017": "\u2014"}, "Actuarial and other loss": {"2019": 15.6, "2018": 6.1, "2017": 1.9}, "Total net periodic pension cost": {"2019": 24.0, "2018": 14.0, "2017": 10.7}, "Weighted average assumptions -- Discount rate used for net periodic pension costs": {"2019": 1.74, "2018": 1.66, "2017": 1.6}, "Weighted average assumptions -- Discount rate used for pension benefit obligations": {"2019": 1.43, "2018": 1.74, "2017": 1.66}, "Weighted average assumptions -- Expected return on plan assets": {"2019": 3.23, "2018": 3.18, "2017": 3.22}, "Weighted average assumptions -- Rate of compensation increase": {"2019": 3.07, "2018": 3.22, "2017": 3.22}}

Question: What is the change in Service cost from December 31, 2018 to 2019?
Answer: -0.2

Question: What is the change in Interest cost from year ended December 31, 2018 to 2019?
Answer: 0.3
{"Net income": {"2017": 125785.0, "2018": 4910.0, "2019": 271813.0}, "Computation of Basic EPS: -- Weighted Average Shares Outstanding used in Computing Basic EPS": {"2017": 167506.0, "2018": 168262.0, "2019": 168713.0}, "Computation of Basic EPS: -- Basic earnings per share": {"2017": 0.75, "2018": 0.03, "2019": 1.61}, "Computation of Diluted EPS: -- Weighted Average Shares Outstanding used in Computing Basic EPS": {"2017": 167506.0, "2018": 168262.0, "2019": 168713.0}, "Computation of Diluted EPS: -- Effect of stock options": {"2017": 311.0, "2018": 663.0, "2019": 609.0}, "Computation of Diluted EPS: -- Weighted Average Shares Outstanding used in Computing Diluted EPS (1)": {"2017": 167837.0, "2018": 168925.0, "2019": 169322.0}, "Computation of Diluted EPS: -- Diluted earnings per share": {"2017": 0.75, "2018": 0.03, "2019": 1.61}}

Question: What is the total number of weighted average shares outstanding used in computing diluted EPS in 2017 and 2018?
Answer: 336762
{"Viptela": {"Purchase Consideration": 497, "Net Tangible Assets Acquired (Liabilities Assumed)": -18, "Purchased Intangible Assets": 180, "Goodwill": 335}, "Springpath": {"Purchase Consideration": 248, "Net Tangible Assets Acquired (Liabilities Assumed)": -11, "Purchased Intangible Assets": 160, "Goodwill": 99}, "BroadSoft": {"Purchase Consideration": 2179, "Net Tangible Assets Acquired (Liabilities Assumed)": 353, "Purchased Intangible Assets": 430, "Goodwill": 1396}, "Accompany": {"Purchase Consideration": 222, "Net Tangible Assets Acquired (Liabilities Assumed)": 6, "Purchased Intangible Assets": 55, "Goodwill": 161}, "Others (four in total)": {"Purchase Consideration": 72, "Net Tangible Assets Acquired (Liabilities Assumed)": 4, "Purchased Intangible Assets": 42, "Goodwill": 26}, "Total": {"Purchase Consideration": 3218, "Net Tangible Assets Acquired (Liabilities Assumed)": 334, "Purchased Intangible Assets": 867, "Goodwill": 2017}}

Question: What was the difference in Purchase Consideration between Springpath and Broadsoft?
Answer: 1931

Question: What was Goodwill from Others companies as a percentage of total Goodwill?
Answer: 1.29

Question: What was the difference in Purchased Intangible Assets between Viptela and Springpath?
Answer: 20
{"Revenue: -- Software delivery, support and maintenance": {"2018": 214065, "2017": 198204}, "Revenue: -- Client services": {"2018": 131166, "2017": 110430}, "Revenue: -- Total revenue": {"2018": 345231, "2017": 308634}, "Cost of revenue: -- Software delivery, support and maintenance": {"2018": 60100, "2017": 51079}, "Cost of revenue: -- Client services": {"2018": 94061, "2017": 78317}, "Cost of revenue: -- Amortization of software development and acquisition related assets": {"2018": 34357, "2017": 29876}, "Cost of revenue: -- Total cost of revenue": {"2018": 188518, "2017": 159272}, "Cost of revenue: -- Gross profit": {"2018": 156713, "2017": 149362}, "Cost of revenue: -- Selling, general and administrative expenses": {"2018": 125807, "2017": 85583}, "Cost of revenue: -- Research and development": {"2018": 25315, "2017": 17937}, "Cost of revenue: -- Amortization of intangible and acquisition-related assets": {"2018": 24029, "2017": 16409}, "Cost of revenue: -- Income from discontinued operations of Netsmart": {"2018": -18438, "2017": 29433}, "Cost of revenue: -- Interest expense": {"2018": -59541, "2017": -49939}, "Cost of revenue: -- Other income": {"2018": 101, "2017": 925}, "Cost of revenue: -- Loss from discontinued operations of Netsmart before income taxes": {"2018": -77878, "2017": -19581}, "Cost of revenue: -- Income tax benefit": {"2018": 22933, "2017": 45253}, "Cost of revenue: -- (Loss) income from discontinued operations, net of tax for Netsmart": {"2018": -54945, "2017": 25672}}

Question: What is the change in the Client services revenue from 2017 to 2018?
Answer: 20736
{"Nordic Freedom": {"Built in ": 2005, "Deadweight Tons  ": 159331, "Delivered to NAT in": 2005}, "Nordic Moon": {"Built in ": 2002, "Deadweight Tons  ": 160305, "Delivered to NAT in": 2006}, "Nordic Apollo": {"Built in ": 2003, "Deadweight Tons  ": 159998, "Delivered to NAT in": 2006}, "Nordic Cosmos": {"Built in ": 2003, "Deadweight Tons  ": 159999, "Delivered to NAT in": 2006}, "Nordic Grace": {"Built in ": 2002, "Deadweight Tons  ": 149921, "Delivered to NAT in": 2009}, "Nordic Mistral": {"Built in ": 2002, "Deadweight Tons  ": 164236, "Delivered to NAT in": 2009}, "Nordic Passat": {"Built in ": 2002, "Deadweight Tons  ": 164274, "Delivered to NAT in": 2010}, "Nordic Vega": {"Built in ": 2010, "Deadweight Tons  ": 163940, "Delivered to NAT in": 2010}, "Nordic Breeze": {"Built in ": 2011, "Deadweight Tons  ": 158597, "Delivered to NAT in": 2011}, "Nordic Zenith": {"Built in ": 2011, "Deadweight Tons  ": 158645, "Delivered to NAT in": 2011}, "Nordic Sprinter": {"Built in ": 2005, "Deadweight Tons  ": 159089, "Delivered to NAT in": 2014}, "Nordic Skier": {"Built in ": 2005, "Deadweight Tons  ": 159089, "Delivered to NAT in": 2014}, "Nordic Light": {"Built in ": 2010, "Deadweight Tons  ": 158475, "Delivered to NAT in": 2015}, "Nordic Cross": {"Built in ": 2010, "Deadweight Tons  ": 158475, "Delivered to NAT in": 2015}, "Nordic Luna": {"Built in ": 2004, "Deadweight Tons  ": 150037, "Delivered to NAT in": 2016}, "Nordic Castor": {"Built in ": 2004, "Deadweight Tons  ": 150249, "Delivered to NAT in": 2016}, "Nordic Sirius": {"Built in ": 2000, "Deadweight Tons  ": 150183, "Delivered to NAT in": 2016}, "Nordic Pollux": {"Built in ": 2003, "Deadweight Tons  ": 150103, "Delivered to NAT in": 2016}, "Nordic Star": {"Built in ": 2016, "Deadweight Tons  ": 159000, "Delivered to NAT in": 2016}, "Nordic Space": {"Built in ": 2017, "Deadweight Tons  ": 159000, "Delivered to NAT in": 2017}, "Nordic Aquarius": {"Built in ": 2018, "Deadweight Tons  ": 157000, "Delivered to NAT in": 2018}, "Nordic Cygnus": {"Built in ": 2018, "Deadweight Tons  ": 157000, "Delivered to NAT in": 2018}, "Nordic Tellus": {"Built in ": 2018, "Deadweight Tons  ": 157000, "Delivered to NAT in": 2018}}

Question: What is the total weight of Nordic Freedom and Nordic Moon?
Answer: 319636

Question: What is the weight of Nordic Moon as a percentage of the weight of Nordic Apollo?
Answer: 100.19
{"Year ended 31 March": {"2019": 0, "2018": 0, "2017": 0}, "Audit services a,b -- The audit of the parent company and the consolidated financial statements": {"2019": 8165, "2018": 5418, "2017": 4316}, "Audit services a,b -- The audit of the companys subsidiaries": {"2019": 6061, "2018": 5877, "2017": 5675}, "Audit services a,b -- ": {"2019": 14226, "2018": 11295, "2017": 9991}, "Audit services a,b -- Audit related assurance services c": {"2019": 2236, "2018": 1771, "2017": 1865}, "Other non-audit services -- Taxation compliance services d": {"2019": "\u2013", "2018": "\u2013", "2017": 366}, "Other non-audit services -- Taxation advisory services e": {"2019": "\u2013", "2018": "\u2013", "2017": 111}, "Other non-audit services -- All other assurance services f": {"2019": 748, "2018": 211, "2017": 200}, "Other non-audit services -- All other services g": {"2019": 210, "2018": 592, "2017": 2332}, "Other non-audit services -- ": {"2019": 958, "2018": 803, "2017": 3009}, "Other non-audit services -- Total services": {"2019": 17420, "2018": 13869, "2017": 14865}}

Question: What was the change in the The audit of the parent company and the consolidated financial statements from 2018 to 2019?
Answer: 2747
{"Volume-related": {"2019": 27.5, "2018": 16.5}, "Maintenance services": {"2019": 0.1, "2018": 0.1}, "Total revenue from contracts with customers": {"2019": 27.6, "2018": 16.6}, "RNG incentives": {"2019": 0.5, "2018": 1.3}, "Alternative fuel tax credit": {"2019": 10.6, "2018": 2.6}, "Other revenue": {"2019": 0.3, "2018": 0.2}, "Total Energy segment revenue": {"2019": 39.0, "2018": 20.7}}

Question: What was the increase / (decrease) in the volume-related revenue from 2018 to 2019?
Answer: 11
{"": {"Worldwide Semiconductor Industry Sales (1)": "(in billions)", "Percentage Change": ""}, "2019": {"Worldwide Semiconductor Industry Sales (1)": 412.1, "Percentage Change": -12.1}, "2018": {"Worldwide Semiconductor Industry Sales (1)": 468.8, "Percentage Change": 13.7}, "2017": {"Worldwide Semiconductor Industry Sales (1)": 412.2, "Percentage Change": 21.6}, "2016": {"Worldwide Semiconductor Industry Sales (1)": 338.9, "Percentage Change": 1.1}, "2015": {"Worldwide Semiconductor Industry Sales (1)": 335.2, "Percentage Change": -0.2}}

Question: What is the change in Worldwide Semiconductor Industry Sales from Year Ended December 31, 2018 to 2019?
Answer: -56.7

Question: What is the change in Worldwide Semiconductor Industry Sales from Year Ended December 31, 2016 to 2017?
Answer: 73.3
{"2019 Three-year PSU Awards": {"2019": 4.3, "2018": "$ \u2014", "2017": "$ \u2014"}, "2018 Three-year PSU Awards": {"2019": 0.2, "2018": 2.7, "2017": "\u2014"}, "2017 Three-year PSU Awards(1)": {"2019": "\u2014", "2018": 3.7, "2017": 9.8}, "2017 COO and Chief Executive Officer-Designate 2017 New Hire Equity Awards": {"2019": 0.2, "2018": 0.2, "2017": 0.1}, "2016 Three-year PSU Awards(1)": {"2019": "\u2014", "2018": -3.0, "2017": 2.0}, "2016 President & CEO Inducement Award": {"2019": "\u2014", "2018": "\u2014", "2017": 0.5}, "2015 Three-year PSU Awards": {"2019": "\u2014", "2018": "\u2014", "2017": -0.8}, "2014 Special PSU Awards(2)": {"2019": "\u2014", "2018": "\u2014", "2017": 3.2}, "SLO Awards": {"2019": 3.2, "2018": 1.6, "2017": 1.1}, "Other long-term share-based incentive compensation programs(3)(4)": {"2019": 26.5, "2018": 24.7, "2017": 32.6}, "Total share-based incentive compensation expense(5)": {"2019": 34.4, "2018": 29.9, "2017": 48.5}, "Associated tax benefits recognized": {"2019": 5.8, "2018": 4.9, "2017": 11.8}}

Question: What is the sum of Three-year PSU awards for all years as of 2019?
Answer: 4.5
{"Net revenues by platform: -- Console": {"2019": 1920, "2018": 2538, "Increase/ (decrease)": -618, "% Change": -24}, "Net revenues by platform: -- PC": {"2019": 1718, "2018": 2180, "Increase/ (decrease)": -462, "% Change": -21}, "Net revenues by platform: -- Mobile and ancillary (1)": {"2019": 2203, "2018": 2175, "Increase/ (decrease)": 28, "% Change": 1}, "Net revenues by platform: -- Other (2)": {"2019": 648, "2018": 607, "Increase/ (decrease)": 41, "% Change": 7}, "Net revenues by platform: -- Total consolidated net revenues": {"2019": 6489, "2018": 7500, "Increase/ (decrease)": -1011, "% Change": -13}}

Question: What is the total consolidated net revenues of Console PC in 2019?
Answer: 3638

Question: What is the total consolidated net revenues of Console PC in 2018?
Answer: 4718

Question: What is the percentage of total consolidated net revenues in 2019 that consists of net revenue from PC?
Answer: 26.48
{"": {"As of April 14, 2018": "Number of common shares beneficially owned", "As of April 14, 2019": "Number of common shares beneficially owned"}, "Name of Beneficial Owner -- Hsun Chieh Investment Co., Ltd. (1)": {"As of April 14, 2018": 3.5, "As of April 14, 2019": 3.64}, "Name of Beneficial Owner -- Silicon Integrated Systems Corp.": {"As of April 14, 2018": 2.5, "As of April 14, 2019": 2.35}, "Name of Beneficial Owner -- Directors and executive officers as a group": {"As of April 14, 2018": 6.32, "As of April 14, 2019": 6.67}}

Question: What is the increase/ (decrease) in number of common shares beneficially owned of Silicon Integrated Systems Corp. from April 14, 2018 to April 14, 2019?
Answer: -0.15

Question: What is the increase/ (decrease) in number of common shares beneficially owned of Hsun Chieh Investment Co., Ltd. from April 14, 2018 to April 14, 2019?
Answer: 0.14

Question: What is the increase/ (decrease) in number of common shares beneficially owned of Directors and executive officers as a group from April 14, 2018 to April 14, 2019?
Answer: 0.35
{"Accumulated benefit obligation": {"2019": 4766, "2018": 4595}, "Change in projected benefit obligation: -- Projected benefit obligation at January 1": {"2019": 4595, "2018": 5134}, "Change in projected benefit obligation: -- Service cost": {"2019": 1, "2018": 2}, "Change in projected benefit obligation: -- Interest cost": {"2019": 170, "2018": 156}, "Change in projected benefit obligation: -- Benefits paid": {"2019": -145, "2018": -157}, "Change in projected benefit obligation: -- Actuarial loss (gain)": {"2019": 145, "2018": -540}, "Change in projected benefit obligation: -- Projected benefit obligation at December 31": {"2019": 4766, "2018": 4595}, "Change in plan assets: -- Assets at fair value at January 1": {"2019": "$\u2014", "2018": "$\u2014"}, "Change in plan assets: -- Actual return on assets": {"2019": "\u2014", "2018": "\u2014"}, "Change in plan assets: -- Company contributions": {"2019": 145, "2018": 157}, "Change in plan assets: -- Benefits paid": {"2019": -145, "2018": -157}, "Change in plan assets: -- Other": {"2019": "\u2014", "2018": "\u2014"}, "Change in plan assets: -- Assets at fair value at December 31": {"2019": "$\u2014", "2018": "$\u2014"}, "Change in plan assets: -- Funded status (plan assets less projected benefit obligations)": {"2019": -4766, "2018": -4595}}

Question: What was the percentage change in company contributions between 2018 and 2019?
Answer: -7.64
{"Senior unsecured notes, 5.20% due July 2021 (face value of $250.0 million at June 30, 2019 and 2018)": {"2019": 251.2, "2018": 246.6}, "Senior unsecured notes, 4.45% due March 2023 (face value of $300.0 million at June 30, 2019 and 2018)": {"2019": 299.4, "2018": 299.1}, "Total": {"2019": 550.6, "2018": 545.7}, "Less: amounts due within one year": {"2019": "\u2014", "2018": "\u2014"}, "Long-term debt, net of current portion": {"2019": 550.6, "2018": 545.7}}

Question: What was the change in Total debt in 2019 from 2018?
Answer: 4.9

Question: What was the percentage change in Total debt in 2019 from 2018?
Answer: 0.9
{"Accrued purchases": {"2019": 4328, "2018": 1679}, "Accrued legal and professional fees": {"2019": 3860, "2018": 3380}, "Accrued customer-acquisition advertising costs (Note 1)": {"2019": 3745, "2018": 2831}, "Deferred Symphony acquisition purchase price (Note 4)": {"2019": 3517, "2018": 3394}, "Accrued roadside assistance claim costs": {"2019": 1709, "2018": 1330}, "Accrued telephone charges": {"2019": 1605, "2018": 2000}, "Financial derivatives (Note 12)": {"2019": 251, "2018": 2859}, "Accrued restructuring (Note 5)": {"2019": 56, "2018": 976}, "Accrued rent (Note 3)": {"2019": "\u2014", "2018": 3283}, "Other": {"2019": 10259, "2018": 9503}, "": {"2019": 29330, "2018": 31235}}

Question: What was the change in Accrued roadside assistance claim costs in 2019 from 2018?
Answer: 379

Question: What was the percentage change in Accrued roadside assistance claim costs in 2019 from 2018?
Answer: 28.5
{"2020": {"Operating Leases": 22207, "Capital Leases": 241, "Purchase Commitments": 328435}, "2021": {"Operating Leases": 13382, "Capital Leases": 1220, "Purchase Commitments": 24005}, "2022": {"Operating Leases": 10331, "Capital Leases": 1220, "Purchase Commitments": 5654}, "2023": {"Operating Leases": 8224, "Capital Leases": 1220, "Purchase Commitments": 3596}, "2024": {"Operating Leases": 7139, "Capital Leases": 1220, "Purchase Commitments": "\u2014"}, "Thereafter": {"Operating Leases": 31598, "Capital Leases": 47258, "Purchase Commitments": "\u2014"}, "Total minimum payments": {"Operating Leases": 92881, "Capital Leases": 52379, "Purchase Commitments": 361690}}

Question: What is the company's total operating leases and capital leases in 2020?
Answer: 22448

Question: What is the change in the company's operating leases in 2020 and 2021?
Answer: 8825
{"Expected term (in years)": {"2019": 0.5, "2018": 0.5}, "Risk-free interest rate": {"2019": 2.3, "2018": 1.4}, "Expected volatility": {"2019": 39.1, "2018": 29.9}, "Expected dividend yield  ": {"2019": "\u2014%", "2018": "\u2014%"}, "Grant date fair value per ordinary share": {"2019": 36.69, "2018": 27.15}}

Question: What was the change in the Risk-free interest rate from 2018 to 2019?
Answer: 0.9
{"October 31, -- ": {"2019": 2019, "2018": 2018}, "(In thousands) -- Parts and supplies": {"2019": 33617, "2018": 28287}, "(In thousands) -- Prepaid insurance": {"2019": 8859, "2018": 8232}, "(In thousands) -- Other prepaid expenses": {"2019": 14455, "2018": 6721}, "(In thousands) -- Total prepaid expenses": {"2019": 56931, "2018": 43240}}

Question: What is the change in Total prepaid expenses between fiscal years 2019 and 2018?
Answer: 13691
{"Cost of license revenue": {"January 31, 2020": 1, "February 1, 2019": 1, "February 2, 2018": 2}, "Cost of subscription and SaaS revenue": {"January 31, 2020": 13, "February 1, 2019": 7, "February 2, 2018": 5}, "Cost of services revenue": {"January 31, 2020": 83, "February 1, 2019": 58, "February 2, 2018": 53}, "Research and development": {"January 31, 2020": 459, "February 1, 2019": 391, "February 2, 2018": 363}, "Sales and marketing": {"January 31, 2020": 293, "February 1, 2019": 226, "February 2, 2018": 205}, "General and administrative": {"January 31, 2020": 168, "February 1, 2019": 117, "February 2, 2018": 84}, "Stock-based compensation": {"January 31, 2020": 1017, "February 1, 2019": 800, "February 2, 2018": 712}, "Income tax benefit": {"January 31, 2020": -347, "February 1, 2019": -253, "February 2, 2018": -232}, "Total stock-based compensation, net of tax": {"January 31, 2020": 670, "February 1, 2019": 547, "February 2, 2018": 480}}

Question: What was the change in the Cost of subscription and SaaS revenue between 2018 and 2019?
Answer: 2

Question: What was the percentage change in Total stock-based compensation, net of tax between 2019 and 2020?
Answer: 22.49