kensho/bizbench huggingface dataset:
{"Cash proceeds": {"January 31, 2020": 172.0, "February 1, 2019": 161.0, "February 2, 2018": 65.0}, "Class A common stock purchased": {"January 31, 2020": 1489.0, "February 1, 2019": 1895.0, "February 2, 2018": 903.0}, "Weighted-average price per share": {"January 31, 2020": 115.51, "February 1, 2019": 84.95, "February 2, 2018": 72.4}}

Question: What was the change in cash proceeds between 2018 and 2019?
Answer: 96

Question: What was the change in Class A common stock purchased between 2019 and 2020?
Answer: -406

Question: What was the percentage change in Weighted-average price per share between 2019 and 2020?
Answer: 35.97
{"Severance and related charges": {"2019": 3041, "2018": 4239, "Cumulative Cost Through December 31, 2019": 7280}, "Facility relocation and closure charges": {"2019": 1996, "2018": "\u2014", "Cumulative Cost Through December 31, 2019": 1996}, "Total restructuring charges": {"2019": 5038, "2018": 4239, "Cumulative Cost Through December 31, 2019": 9277}}

Question: What was the change in Severance and related charges between 2018 and 2019?
Answer: -1198

Question: What percentage of total restructuring charges in 2019 consisted of Facility relocation and closure charges?
Answer: 39.62

Question: What was the percentage change in total restructuring charges between 2018 and 2019?
Answer: 18.85
{"December 31, 2020": {"Charter-in vessels in operation": 109574, "Land Leases": 556, "Office space": 753}, "December 31, 2021": {"Charter-in vessels in operation": 85399, "Land Leases": 556, "Office space": 356}, "December 31, 2022": {"Charter-in vessels in operation": 57282, "Land Leases": 556, "Office space": 101}, "December 31, 2023": {"Charter-in vessels in operation": 47603, "Land Leases": 556, "Office space": 81}, "December 31, 2024": {"Charter-in vessels in operation": 34025, "Land Leases": 556, "Office space": "\u2014"}, "December 31, 2025 and thereafter": {"Charter-in vessels in operation": 33481, "Land Leases": 23002, "Office space": "\u2014"}, "Total": {"Charter-in vessels in operation": 367364, "Land Leases": 25782, "Office space": 1291}, "Operating lease liabilities, including current portion": {"Charter-in vessels in operation": 304568, "Land Leases": 7660, "Office space": 1204}, "Discount based on incremental borrowing rate": {"Charter-in vessels in operation": 62796, "Land Leases": 18122, "Office space": 87}}

Question: What was the change in the payments for Charter-in vessels in operation between 2022 and 2023?
Answer: -9679

Question: What was the difference in the Discount based on incremental borrowing rate between Charter-in vessels in operation and Land Leases? 
Answer: 44674
{"": {"Year-ended 31 March 2019": "$M", "Year-ended 31 March 2018": "$M"}, "Directors emoluments": {"Year-ended 31 March 2019": 2.3, "Year-ended 31 March 2018": 3.3}, "Gains on exercise of share options": {"Year-ended 31 March 2019": 3.6, "Year-ended 31 March 2018": 3.5}, "Gains on vesting of LTIP awards": {"Year-ended 31 March 2019": 14.5, "Year-ended 31 March 2018": 4.2}, "Total Directors remuneration": {"Year-ended 31 March 2019": 20.4, "Year-ended 31 March 2018": 11.0}}

Question: What was the change in Total Directors’ remuneration in 2019 from 2018?
Answer: 9.4

Question: What was the percentage change in Total Directors’ remuneration in 2019 from 2018?
Answer: 85.45
{"": {"2019": "\u00a3m", "2018": "\u00a3m"}, "Fair value of schemes assets": {"2019": 59.5, "2018": 56.4}, "Present value of funded schemes liabilities": {"2019": -53.9, "2018": -52.7}, "Retirement benefit asset recognised in the Statement of Financial Position": {"2019": 5.6, "2018": 3.7}, "Related deferred tax": {"2019": -0.9, "2018": -0.6}, "Net pension asset": {"2019": 4.7, "2018": 3.1}}

Question: What was the change in net pension asset from 2018 to 2019?
Answer: 1.6

Question: What was the percentage change in net pension asset from 2018 to 2019?
Answer: 51.61
{"Partners and commercial managements": {"2019": 1.9, "2018": "-"}, "Derivative financial instruments": {"2019": 0.5, "2018": 3.7}, "Tax receivables": {"2019": 1.5, "2018": 1.2}, "Other": {"2019": 2.3, "2018": 2.6}, "Balance as of 31 December": {"2019": 6.2, "2018": 7.5}}

Question: What was the change in the Balance as of 31 December from 2018 to 2019?
Answer: -1.3

Question: What was the percentage change in the Balance as of 31 December from 2018 to 2019?
Answer: -17.33
{"Financial liabilities2": {"Total": 86160, "< 1 year": 21953, "13 years": 11404, "35 years": 14881, ">5 years": 37922}, "Operating lease commitments3": {"Total": 10816, "< 1 year": 2834, "13 years": 2881, "35 years": 1689, ">5 years": 3412}, "Capital commitments3,4": {"Total": 3012, "< 1 year": 1514, "13 years": 1274, "35 years": 173, ">5 years": 51}, "Purchase commitments5": {"Total": 8460, "< 1 year": 4091, "13 years": 2616, "35 years": 689, ">5 years": 1064}, "Total": {"Total": 108448, "< 1 year": 30392, "13 years": 18175, "35 years": 17432, ">5 years": 42449}}

Question: What percentage of total contractual obligations and commitments is the financial liabilities?
Answer: 79.45
{"": {"2019": "", "2018": "(dollars in thousands)", "$": "", "%": ""}, "Research and development": {"2019": 17845, "2018": 22450, "$": -4605, "%": -21}, "Percent of revenues, net": {"2019": 36, "2018": 38, "$": "", "%": ""}}

Question: What is the total research and development expenses in 2018 and 2019?
Answer: 40295
{"Contractual Obligations:                         -- Debt obligations": {"Total  ": 180500, "Less than\n1 Year": 9500, "1-3 years    ": 28500, "3-5 years  ": 142500, "More than\n5 years": "$\u2014"}, "Contractual Obligations:                         -- Interest on debt obligations  ": {"Total  ": 25582, "Less than\n1 Year": 8333, "1-3 years    ": 14952, "3-5 years  ": 2297, "More than\n5 years": "\u2014"}, "Contractual Obligations:                         -- Inventory unconditional purchase obligations": {"Total  ": 51241, "Less than\n1 Year": 51241, "1-3 years    ": "\u2014", "3-5 years  ": "\u2014", "More than\n5 years": "\u2014"}, "Contractual Obligations:                         -- Contractual commitments": {"Total  ": 94000, "Less than\n1 Year": 23500, "1-3 years    ": 47000, "3-5 years  ": 23500, "More than\n5 years": "\u2014"}, "Contractual Obligations:                         -- Non-cancellable operating lease obligations": {"Total  ": 104678, "Less than\n1 Year": 22733, "1-3 years    ": 41854, "3-5 years  ": 23804, "More than\n5 years": 16287}, "Contractual Obligations:                         -- Deferred payments for an acquisition": {"Total  ": 15000, "Less than\n1 Year": 4000, "1-3 years    ": 8000, "3-5 years  ": 3000, "More than\n5 years": "\u2014"}, "Contractual Obligations:                         -- Contingent consideration for an acquisition": {"Total  ": 6298, "Less than\n1 Year": 4236, "1-3 years    ": 2013, "3-5 years  ": 49, "More than\n5 years": "\u2014"}, "Contractual Obligations:                         -- Other liabilities  ": {"Total  ": 379, "Less than\n1 Year": 124, "1-3 years    ": 249, "3-5 years  ": 6, "More than\n5 years": "\u2014"}, "Contractual Obligations:                         -- Total contractual cash obligations ": {"Total  ": 477678, "Less than\n1 Year": 123667, "1-3 years    ": 142568, "3-5 years  ": 195156, "More than\n5 years": 16287}}

Question: What was the difference in the total between Contractual commitments and Inventory unconditional purchase obligations?
Answer: 42759

Question: What was the difference in the total between Deferred payments for an acquisition and Contingent consideration for an acquisition?
Answer: 8702
{"Balance at the beginning of the period": {"2019": 3282, "2018": 3642}, "Service cost": {"2019": 405, "2018": 448}, "Interest cost": {"2019": 254, "2018": 196}, "Actuarial (gains) losses": {"2019": -108, "2018": -783}, "Benefits paid": {"2019": -22, "2018": -32}, "Effect of foreign currency translation": {"2019": 122, "2018": -189}, "Balance at the end of the period": {"2019": 3933, "2018": 3282}, "Unfunded status": {"2019": -3933, "2018": -3282}, "Net amount recognized": {"2019": -3933, "2018": -3282}}

Question: What was the change in interest cost in 2019 from 2018?
Answer: 58

Question: What was the percentage change in interest cost in 2019 from 2018?
Answer: 29.59
{"Cash and cash equivalents": {"Balance Sheet Line Item": "Cash and cash equivalents", "2019": 1352741, "2018": 1403562}, "Restricted cash  current (1)": {"Balance Sheet Line Item": "Prepaid expenses and other current assets", "2019": 13697, "2018": 19671}, "Restricted cash  noncurrent (1) .": {"Balance Sheet Line Item": "Restricted cash and investments", "2019": 80072, "2018": 139390}, "Total cash, cash equivalents, and restricted cash": {"Balance Sheet Line Item": "", "2019": 1446510, "2018": 1562623}}

Question: What percentage of the total cash, cash equivalents, and restricted cash is made up of prepaid expenses and other current assets in 2019?
Answer: 0.95

Question: What is the percentage decrease in cash and cash equivalents from 2018 to 2019?
Answer: 3.62
{"Average daily utilization": {"2019": 87800.0, "2018": 106189.0, "2017": 268775.0}, "Interest expense (1)": {"2019": 3465.0, "2018": 3817.0, "2017": 6668.0}, "Weighted average interest rate (1)": {"2019": 3.9, "2018": 3.6, "2017": 2.5}}

Question: What was the change in Interest expense in 2019 from 2018?
Answer: -352

Question: What was the percentage change in Interest expense in 2019 from 2018?
Answer: -9.22
{"Net revenues -- Product sales": {"$1,975": 1975, "$2,255": 2255}, "Net revenues -- Subscription, licensing, and other revenues": {"$1,975": 4514, "$2,255": 5245}, "Net revenues -- Total net revenues": {"$1,975": 6489, "$2,255": 7500}, "Cost of revenuesproduct sales: -- Product costs": {"$1,975": 656, "$2,255": 719}, "Cost of revenuesproduct sales: -- Software royalties, amortization, and intellectual property licenses": {"$1,975": 240, "$2,255": 371}, "Cost of revenuessubscription, licensing, and other -- Game operations and distribution costs": {"$1,975": 965, "$2,255": 1028}, "Cost of revenuessubscription, licensing, and other -- Software royalties, amortization, and intellectual property licenses": {"$1,975": 233, "$2,255": 399}, "Cost of revenuessubscription, licensing, and other -- Product development": {"$1,975": 998, "$2,255": 1101}, "Cost of revenuessubscription, licensing, and other -- Sales and marketing": {"$1,975": 926, "$2,255": 1062}, "Cost of revenuessubscription, licensing, and other -- General and administrative": {"$1,975": 732, "$2,255": 822}, "Cost of revenuessubscription, licensing, and other -- Restructuring and related costs": {"$1,975": 132, "$2,255": 10}, "Cost of revenuessubscription, licensing, and other -- Total costs and expenses": {"$1,975": 4882, "$2,255": 5512}, "Cost of revenuessubscription, licensing, and other -- Operating income": {"$1,975": 1607, "$2,255": 1988}, "Cost of revenuessubscription, licensing, and other -- Interest and other expense (income), net": {"$1,975": -26, "$2,255": 71}, "Cost of revenuessubscription, licensing, and other -- Loss on extinguishment of debt (2)": {"$1,975": "\u2014", "$2,255": 40}, "Cost of revenuessubscription, licensing, and other -- Income before income tax expense": {"$1,975": 1633, "$2,255": 1877}, "Cost of revenuessubscription, licensing, and other -- Income tax expense": {"$1,975": 130, "$2,255": 29}, "Cost of revenuessubscription, licensing, and other -- Net income": {"$1,975": 1503, "$2,255": 1848}}

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

Question: What is the percentage change in operating income between 2018 and 2019?
Answer: -19.16

Question: What is the difference in game operations and distribution costs between 2018 and 2019?
Answer: 63
{"Earnings per share of common stock from continuing operations -- Assuming dilution": {"2019": 10.57, "2018": 9.51, "Yr.-to-Yr. Percent Change": 11.1}, "Earnings per share of common stock from continuing operations -- Basic": {"2019": 10.63, "2018": 9.56, "Yr.-to-Yr. Percent Change": 11.2}, "Earnings per share of common stock from continuing operations -- Diluted operating (non-GAAP)": {"2019": 12.81, "2018": 13.81, "Yr.-to-Yr. Percent Change": -7.2}, "Weighted-average shares outstanding (in millions) -- Assuming dilution": {"2019": 892.8, "2018": 916.3, "Yr.-to-Yr. Percent Change": -2.6}, "Weighted-average shares outstanding (in millions) -- Basic": {"2019": 887.2, "2018": 912.0, "Yr.-to-Yr. Percent Change": -2.7}}

Question: What was the increase / (decrease) from the Earnings per share of common stock from continuing operations basic?
Answer: 1.07

Question: What is the increase / (decrease) from the Earnings per share of common stock from continuing operations Diluted operating (non-GAAP)?
Answer: -1

Question: What is the increase / (decrease) in the Weighted-average shares outstanding assuming dilution?
Answer: -23.5
{"2021 Notes": {"Gross Carrying Amount": 650, "Unamortized Discount and Deferred Financing Costs": -2, "Net Carrying Amount": 648}, "2022 Notes": {"Gross Carrying Amount": 400, "Unamortized Discount and Deferred Financing Costs": -2, "Net Carrying Amount": 398}, "2026 Notes": {"Gross Carrying Amount": 850, "Unamortized Discount and Deferred Financing Costs": -7, "Net Carrying Amount": 843}, "2027 Notes": {"Gross Carrying Amount": 400, "Unamortized Discount and Deferred Financing Costs": -5, "Net Carrying Amount": 395}, "2047 Notes": {"Gross Carrying Amount": 400, "Unamortized Discount and Deferred Financing Costs": -9, "Net Carrying Amount": 391}, "Total debt": {"Gross Carrying Amount": 2700, "Unamortized Discount and Deferred Financing Costs": -25, "Net Carrying Amount": 2675}}

Question: What was the change in gross carrying amount between the 2021 and 2022 Notes?
Answer: 250

Question: What is the sum of the 2 highest gross carrying amounts?
Answer: 1500

Question: What is the percentage change in the net carrying amount between the 2022 Notes and 2026 Notes?
Answer: 111.81
{"Land": {"2019": 730, "2018": 585, "Estimated Useful Lives": ""}, "Furniture and fixtures": {"2019": 476, "2018": 430, "Estimated Useful Lives": 5}, "Plant": {"2019": 9667, "2018": 8613, "Estimated Useful Lives": 20}, "Computer and software": {"2019": 1317, "2018": 1295, "Estimated Useful Lives": 3}, "Leasehold improvements": {"2019": 2019, "2018": 681, "Estimated Useful Lives": 4}, "Machinery and equipment": {"2019": 16864, "2018": 13528, "Estimated Useful Lives": 5}, "Property and equipment, cost": {"2019": 31073, "2018": 25132, "Estimated Useful Lives": ""}, "Less accumulated depreciation": {"2019": 11996, "2018": 10122, "Estimated Useful Lives": ""}, "Property and equipment, net": {"2019": 19077, "2018": 15010, "Estimated Useful Lives": ""}}

Question: What is the change in the land value between 2018 and 2019?
Answer: 145

Question: What is the change in the furniture and fixtures value between 2018 and 2019?
Answer: 46

Question: What is the change in the plant value between 2018 and 2019?
Answer: 1054
{"Revenue: -- Provider": {"2019": 1597115, "2018": 1616022, "2017": 1441212}, "Revenue: -- Veradigm": {"2019": 161216, "2018": 140326, "2017": 69879}, "Revenue: -- Unallocated Amounts": {"2019": 13346, "2018": -6386, "2017": -13383}, "Revenue: -- Total revenue": {"2019": 1771677, "2018": 1749962, "2017": 1497708}, "Gross profit: -- Provider": {"2019": 672206, "2018": 710063, "2017": 674112}, "Gross profit: -- Veradigm": {"2019": 104896, "2018": 100708, "2017": 43817}, "Gross profit: -- Unallocated Amounts": {"2019": -63522, "2018": -86228, "2017": -85130}, "Gross profit: -- Total gross profit": {"2019": 713580, "2018": 724543, "2017": 632799}, "Income (loss) from operations: -- Provider": {"2019": 396724, "2018": 402544, "2017": 426099}, "Income (loss) from operations: -- Veradigm": {"2019": 43996, "2018": 43641, "2017": 23816}, "Income (loss) from operations: -- Unallocated Amounts": {"2019": -465176, "2018": -539237, "2017": -437431}, "Income (loss) from operations: -- Total income (loss) from operations": {"2019": -24456, "2018": -93052, "2017": 12484}}

Question: What is the change in Revenue from Provider between 2018 and 2017?
Answer: 174810

Question: What is the change in Revenue from Veradigm between 2018 and 2017?
Answer: 70447
{"Year Ended December 31, -- (dollars in millions)": {"2019": 2019.0, "2018": 2018.0, "2017": 2017.0}, "Income tax (benefit) provision related to: -- Continuing operations": {"2019": -10.6, "2018": 9.4, "2017": 26.7}, "Income tax (benefit) provision related to: -- Accumulated other comprehensive income (loss)": {"2019": 0.2, "2018": 1.3, "2017": -28.3}}

Question: What is the income tax (benefit) provision related to continuing operations in 2017 and 2018?
Answer: 36.1

Question: What is the percentage change in income tax from accumulated other comprehensive income between 2018 and 2019?
Answer: -84.62
{"Assets -- Equities": {"30 March 2019": 179.5, "31 March 2018": 296.5}, "Assets -- Government bonds": {"30 March 2019": 1490.4, "31 March 2018": 1046.4}, "Assets -- Corporate bonds": {"30 March 2019": 26.9, "31 March 2018": 20.7}, "Assets -- Property": {"30 March 2019": 436.5, "31 March 2018": 391.0}, "Assets -- Absolute return products": {"30 March 2019": 1141.2, "31 March 2018": 1323.3}, "Assets -- Cash": {"30 March 2019": 38.1, "31 March 2018": 32.4}, "Assets -- Infrastructure funds": {"30 March 2019": 256.1, "31 March 2018": 254.6}, "Assets -- Swaps": {"30 March 2019": 556.4, "31 March 2018": 715.3}, "Assets -- Private equity": {"30 March 2019": 446.1, "31 March 2018": 344.0}, "Assets -- Other": {"30 March 2019": 469.5, "31 March 2018": 439.4}, "Assets -- Total Assets": {"30 March 2019": 5040.7, "31 March 2018": 4863.6}, "Liabilities -- Discount rate": {"30 March 2019": 2.45, "31 March 2018": 2.7}, "Liabilities -- Inflation rate (RPI/CPI)": {"30 March 2019": 3.25, "31 March 2018": 3.15}}

Question: What was the change in equities from 2018 to 2019?
Answer: -117

Question: What was the change in the corporate bonds from 2018 to 2019?
Answer: 6.2
{"U.S. build-to-suit facility": {"2019": 47001, "2018": 43925}, "U.K. build-to-suit facility": {"2019": "\u2014", "2018": 31240}, "Less: Accumulated depreciation": {"2019": -5164, "2018": -753}, "": {"2019": 41837, "2018": 74412}}

Question: What is the change in U.S. build-to-suit facility from March 31, 2018 to March 31, 2019?
Answer: 3076
{"Net sales": {"2019": 245862.0, "2018": 193237.0, "2017": 152359.0, "2016": 129707.0, "2015": 113505.0}, "Cost of goods sold": {"2019": 131665.0, "2018": 103247.0, "2017": 79943.0, "2016": 69336.0, "2015": 58856.0}, "Gross profit": {"2019": 114197.0, "2018": 89990.0, "2017": 72416.0, "2016": 60371.0, "2015": 54649.0}, "Selling, general and administrative expenses": {"2019": 114450.0, "2018": 94876.0, "2017": 75167.0, "2016": 62586.0, "2015": 58297.0}, "Loss from operations": {"2019": -253.0, "2018": -4886.0, "2017": -2751.0, "2016": -2215.0, "2015": -3648.0}, "Other income (expenses), net": {"2019": 5.0, "2018": -102.0, "2017": -525.0, "2016": -182.0, "2015": 449.0}, "Interest expense": {"2019": -991.0, "2018": -296.0, "2017": -910.0, "2016": -698.0, "2015": -455.0}, "Loss before income taxes": {"2019": -1239.0, "2018": -5284.0, "2017": -4187.0, "2016": -3095.0, "2015": -3653.0}, "Income tax expense": {"2019": 144.0, "2018": 77.0, "2017": 75.0, "2016": 66.0, "2015": 58.0}, "Net loss attributable to common stockholders": {"2019": -1383.0, "2018": -5361.0, "2017": -4262.0, "2016": -3161.0, "2015": -3711.0}, "Net loss per share -- Basic": {"2019": -0.04, "2018": -0.15, "2017": -0.12, "2016": -0.09, "2015": -0.11}, "Net loss per share -- Diluted": {"2019": -0.04, "2018": -0.15, "2017": -0.12, "2016": -0.09, "2015": -0.11}, "Weighted Average shares of common stock outstanding -- Basic": {"2019": 35950117.0, "2018": 35329170.0, "2017": 34487239.0, "2016": 33674416.0, "2015": 33497940.0}, "Weighted Average shares of common stock outstanding -- Diluted": {"2019": 35950117.0, "2018": 35329170.0, "2017": 34487239.0, "2016": 33674416.0, "2015": 33497940.0}}

Question: What is the percentage change in net sales from 2018 to 2019?
Answer: 27.23

Question: What is the percentage change in cost of goods sold from 2018 to 2019?
Answer: 27.52

Question: What is the percentage change in gross profit from 2018 to 2019 year end?
Answer: 26.9
{"TS": {"Americas": 67728, "Europe": 3285, "Asia": 646, "Total": 71159, "% of total": 90}, "HPP": {"Americas": 5294, "Europe": 771, "Asia": 1837, "Total": 7902, "% of total": 10}, "Total": {"Americas": 72522, "Europe": 4056, "Asia": 2483, "Total": 79061, "% of total": 100}, "2018 -- TS": {"Americas": 52034, "Europe": 9059, "Asia": 1344, "Total": 62437, "% of total": 86}, "2018 -- HPP": {"Americas": 8424, "Europe": 1266, "Asia": 789, "Total": 10479, "% of total": 14}, "2018 -- Total": {"Americas": 60458, "Europe": 10325, "Asia": 2133, "Total": 72916, "% of total": 100}, "2018 -- % of total": {"Americas": 83, "Europe": 14, "Asia": 3, "Total": 100, "% of total": ""}}

Question: What is the percentage change in Asia sales between 2018 and 2019?
Answer: 16.41

Question: What is the difference in total sales between 2018 and 2019?
Answer: 6145

Question: What is the difference in total sales between TS Asia and TS Europe in 2019?
Answer: 2639
{"Deferred tax assets: -- Reserves and accrued expenses": {"2019": 175.2, "2018": 156.5}, "Deferred tax assets: -- Inventories": {"2019": 4.3, "2018": 4.5}, "Deferred tax assets: -- Net operating loss carryforwards": {"2019": 111.2, "2018": 67.9}, "Deferred tax assets: -- R&D credits": {"2019": 4.1, "2018": 6.1}, "Deferred tax assets: -- Valuation allowance": {"2019": -36.3, "2018": -26.4}, "Deferred tax assets: -- Outside basis difference on investments held for sale": {"2019": "\u2014", "2018": 2.7}, "Deferred tax assets: -- Lease liability1": {"2019": 64.0, "2018": "\u2014"}, "Deferred tax assets: -- Total deferred tax assets": {"2019": 322.5, "2018": 211.3}, "Deferred tax liabilities: -- Reserves and accrued expenses": {"2019": 15.5, "2018": 14.3}, "Deferred tax liabilities: -- Amortizable intangible assets": {"2019": 1229.9, "2018": 1043.0}, "Deferred tax liabilities: -- Plant and equipment": {"2019": 10.8, "2018": 6.6}, "Deferred tax liabilities: -- Accrued tax on unremitted foreign earnings": {"2019": 17.1, "2018": 16.3}, "Deferred tax liabilities: -- Outside basis difference on investments held for sale": {"2019": "\u2014", "2018": 10.0}, "Deferred tax liabilities: -- ROU asset1": {"2019": 61.7, "2018": "\u2014"}, "Deferred tax liabilities: -- Total deferred tax liabilities": {"2019": 1335.0, "2018": 1090.2}}

Question: What is the percentage change in total deferred tax assets from 2018 to 2019?
Answer: 52.63

Question: What is the proportion of deferred tax liabilities of amortizable intangible assets as well as the accrued tax on unremitted foreign earnings over total deferred tax liabilities in 2019?
Answer: 0.93

Question: What is the ratio of inventories from 2018 to 2019?
Answer: 1.05
{"": {"Year-ended 31 March 2019": "$M", "Year-ended 31 March 2018": "$M"}, "10% movement in sterling to US dollar value -- Profit or loss": {"Year-ended 31 March 2019": 1.7, "Year-ended 31 March 2018": 5.1}, "10% movement in sterling to US dollar value -- Equity": {"Year-ended 31 March 2019": 33.8, "Year-ended 31 March 2018": 37.4}, "10% movement in euro to US dollar value -- Profit or loss": {"Year-ended 31 March 2019": 1.5, "Year-ended 31 March 2018": 7.5}, "10% movement in euro to US dollar value -- Equity": {"Year-ended 31 March 2019": -9.8, "Year-ended 31 March 2018": -10.8}}

Question: What was the change in the impact on Equity from a 10% movement in sterling to US dollar value in 2019 from 2018?
Answer: -3.6

Question: What was the percentage change in the impact on Equity from a 10% movement in sterling to US dollar value in 2019 from 2018?
Answer: -9.63
{"($ in millions) -- For the year ended December 31:": {"2018": 2018, "2017": 2017, "Yr.-to-Yr. Percent Change": "Yr.-to-Yr. Percent Change"}, "Results of Operations -- External revenue": {"2018": 1590.0, "2017": 1696.0, "Yr.-to-Yr. Percent Change": -6.3}, "Results of Operations -- Internal revenue": {"2018": 1610.0, "2017": 1471.0, "Yr.-to-Yr. Percent Change": 9.5}, "Results of Operations -- Total revenue": {"2018": 3200.0, "2017": 3168.0, "Yr.-to-Yr. Percent Change": 1.0}, "Results of Operations -- Pre-tax income": {"2018": 1361.0, "2017": 1278.0, "Yr.-to-Yr. Percent Change": 6.5}}

Question: What is the increase/ (decrease) in External revenue from 2017 to 2018
Answer: -106

Question: What is the increase/ (decrease) in Internal Revenue from 2017 to 2018
Answer: 139
{"As of January 1, 2019": {"Vessel": 206753, "Vessel Equipment": 2630, "Properties": 4969, "Other": 19, "Total": 214371}, "Additions": {"Vessel": 1001, "Vessel Equipment": 336, "Properties": 1080, "Other": 47, "Total": 2464}, "Depreciation expense": {"Vessel": -7722, "Vessel Equipment": -1109, "Properties": -1499, "Other": -10, "Total": -10340}, "As of December 31, 2019": {"Vessel": 200032, "Vessel Equipment": 1857, "Properties": 4550, "Other": 56, "Total": 206495}}

Question: What was the change in properties from start to end 2019?
Answer: 419

Question: What was the percentage change in total right-of use assets  from start to end 2019?
Answer: -3.67
{"Revenue (in millions)": {"June 30, 2019": 9654, "June 24, 2018": 11077, "June 25, 2017": 8014}, "Korea": {"June 30, 2019": 23, "June 24, 2018": 35, "June 25, 2017": 31}, "China": {"June 30, 2019": 22, "June 24, 2018": 16, "June 25, 2017": 13}, "Japan": {"June 30, 2019": 20, "June 24, 2018": 17, "June 25, 2017": 13}, "Taiwan": {"June 30, 2019": 17, "June 24, 2018": 13, "June 25, 2017": 26}, "UnitedStates": {"June 30, 2019": 8, "June 24, 2018": 7, "June 25, 2017": 8}, "SoutheastAsia": {"June 30, 2019": 6, "June 24, 2018": 7, "June 25, 2017": 5}, "Europe": {"June 30, 2019": 4, "June 24, 2018": 5, "June 25, 2017": 4}}

Question: What is the percentage change in the total revenue from 2018 to 2019?
Answer: -12.85
{"United States": {"2019": 70702, "2018": 56839, "2017": 60723}, "China": {"2019": 159637, "2018": 98906, "2017": 148431}, "Germany": {"2019": 57657, "2018": 58711, "2017": 57051}, "Thailand": {"2019": 82413, "2018": 68217, "2017": 48016}, "Other": {"2019": 94254, "2018": 57218, "2017": 70945}, "Total revenue": {"2019": 464663, "2018": 339891, "2017": 385166}}

Question: What is the percentage increase in revenue by China from 2018 to 2019?
Answer: 61.4

Question: What is the total revenue in Thailand between 2017 to 2019?
Answer: 198646
{"Foreign exchange forward contracts -- 2019": {"< 1 year": 1.0, "13 years": 1.0, "Total": "Total"}, "Foreign exchange forward contracts -- Notional Amount (USD millions)": {"< 1 year": 517.0, "13 years": 176.0, "Total": 693.0}, "Foreign exchange forward contracts -- Average forward rate (SEK/USD)": {"< 1 year": 9.13, "13 years": 8.92, "Total": "\u2013"}}

Question: What is the difference in notional amount between those less than 1 year and 1-3 years?
Answer: 341

Question: What is the percentage constitution of the notional amount of foreign exchange forward contracts that are less than a year among the total notional amount?
Answer: 74.6
{"Prepaid expenses": {"July 31, 2019 ": 2640, "July 31, 2018": 2476}, "Contract costs": {"July 31, 2019 ": 23375, "July 31, 2018": "\u2014"}, "Deferred costs": {"July 31, 2019 ": 8867, "July 31, 2018": 9377}, "Strategic investments": {"July 31, 2019 ": 10672, "July 31, 2018": 10672}, "Other assets": {"July 31, 2019 ": 45554, "July 31, 2018": 22525}}

Question: What was the change in the Deferred costs from 2018 to 2019?
Answer: -510
{"Nonvested as of December 31, 2018": {"Number of Shares": 651045.0, "Weighted Average Grant Date Fair Value": 23.82}, "Granted": {"Number of Shares": 742579.0, "Weighted Average Grant Date Fair Value": 33.28}, "Vested": {"Number of Shares": -259634.0, "Weighted Average Grant Date Fair Value": 24.16}, "Forfeited": {"Number of Shares": -124586.0, "Weighted Average Grant Date Fair Value": 29.79}, "Nonvested as of December 31, 2019": {"Number of Shares": 1009404.0, "Weighted Average Grant Date Fair Value": 29.96}}

Question: What was the change in nonvested RSUs between 2018 and 2019?
Answer: 358359

Question: What was the percentage change in nonvested RSUs between 2018 and 2019?
Answer: 55.04
{"": {"Fair Value": "(U.S. $ in thousands)", "Useful Life": "(years)"}, "Developed technology": {"Fair Value": 34600, "Useful Life": 5}, "Customer relationships": {"Fair Value": 16900, "Useful Life": 7}, "Backlog": {"Fair Value": 1400, "Useful Life": 3}, "Total intangible assets subject to amortization": {"Fair Value": 52900, "Useful Life": ""}}

Question: What is the difference in fair value between developed technology and customer relationships?
Answer: 17700

Question: For fair value, what is the percentage constitution of customer relationships among the total intangible assets subject to amortization?
Answer: 31.95
{"Balance at January 1": {"2019": 3649, "2018": 4670}, "Increase related to current year tax positions": {"2019": 2834, "2018": 55}, "(Decrease) increase related to prior year tax positions": {"2019": -10, "2018": 46}, "Decrease related to lapse in statute of limitation": {"2019": -1457, "2018": -1076}, "Decrease related to settlements with taxing authorities": {"2019": "\u2014", "2018": -46}, "Balance at December 31": {"2019": 5016, "2018": 3649}}

Question: What was the change in the Increase related to current year tax positions between 2018 and 2019?
Answer: 2779

Question: What was the change in the balance at January 1 between 2018 and 2019?
Answer: -1021

Question: What was the percentage change in Balance at December 31 between 2018 and 2019?
Answer: 37.46
{"": {"2019": "$M", "2018": "$M"}, "Property, plant and equipment": {"2019": 209, "2018": 666}, "Other assets": {"2019": 16, "2018": 155}, "Total assets classified as held for sale": {"2019": 225, "2018": 821}, "Provisions": {"2019": "\u2013", "2018": 21}, "Total liabilities directly associated with assets held for sale": {"2019": "\u2013", "2018": 21}}

Question: What is the difference in total assets classified as held for sale between 2018 and 2019?
Answer: 596

Question: What is the difference in other assets between 2018 and 2019?
Answer: 139
{"Cash and cash equivalents": {"2019": 305833, "2018": 310495}, "Short-term investments": {"2019": 120, "2018": 120}, "Working capital": {"2019": 854507, "2018": 865664}}

Question: What was the change in Short-term investments in 2019 from 2018?
Answer: 0

Question: What was the percentage change in Short-term investments in 2019 from 2018?
Answer: 0
{"Contract assets": {"Balance at December 31, 2017": 3790, "Adjustments Due to ASC 606": -584, "Balance at January 1, 2018": 3206}, "Contract liabilities": {"Balance at December 31, 2017": 7288, "Adjustments Due to ASC 606": 821, "Balance at January 1, 2018": 8109}, "Accumulated deficit": {"Balance at December 31, 2017": -56365, "Adjustments Due to ASC 606": -1405, "Balance at January 1, 2018": -57770}}

Question: What is the percentage change in the contract liabilities after adjustments due to ASC606?
Answer: 11.27
{"Deposits and restricted cash": {"As of June 30, 2019": 13671, "As of June 30, 2018": 9479}, "Deferred implementation costs": {"As of June 30, 2019": "\u2014", "As of June 30, 2018": 13740}, "Capitalized costs to obtain a contract": {"As of June 30, 2019": 35593, "As of June 30, 2018": 13027}, "Investments": {"As of June 30, 2019": 67002, "As of June 30, 2018": 49635}, "Long-term prepaid expenses and other long-term assets": {"As of June 30, 2019": 32711, "As of June 30, 2018": 25386}, "Total": {"As of June 30, 2019": 148977, "As of June 30, 2018": 111267}}

Question: What is the percentage difference of Deposits and restricted cash for June 30, 2019 vs June 30, 2018?
Answer: 44.22

Question: As of June 30, 2019, what is the Investment cost expressed as a percentage of total costs?
Answer: 44.97
{"Buildings and improvements": {"2019": 23717, "2018": 23717}, "Machinery and equipment ": {"2019": 12293, "2018": 10995}, "Capital assets in progress": {"2019": 11831, "2018": 7747}, "Total property, plant and equipment held under capital leases, gross": {"2019": 47841, "2018": 42459}, "Less: accumulated amortization ": {"2019": -8762, "2018": -6123}, "Total property, plant and equipment held under capital leases, net": {"2019": 39079, "2018": 36336}}

Question: What was the change in the gross Total property, plant and equipment held under capital leases between 2018 and 2019?
Answer: 5382
{"Purchased components": {"April 26, 2019": 8, "April 26,2018": 12}, "Finished goods": {"April 26, 2019": 123, "April 26,2018": 110}, "Inventories": {"April 26, 2019": 131, "April 26,2018": 122}}

Question: What was the change in purchased components between 2018 and 2019?
Answer: -4

Question: What was the change in finished goods between 2018 and 2019?
Answer: 13

Question: What was the percentage change in inventories between 2018 and 2019?
Answer: 7.38
{"Cash and cash equivalents": {"2019": 12395.0, "2018": 9599.0}, "Working capital (deficit)": {"2019": -67429.0, "2018": -85471.0}, "Current ratio": {"2019": 0.72, "2018": 0.7}}

Question: What was the increase / (decrease) in the cash and cash equivalent from 2018 to 2019?
Answer: 2796

Question: What was the increase / (decrease) in the current ratio from 2018 to 2019?
Answer: 0.02
{"SELECTED FINANCIAL DATA: IFRS --  millions, unless otherwise stated": {"2019": 2019.0, "2018": 2018.0, "2017": 2017.0, "2016": 2016.0, "2015": 2015.0}, "Income Statement Data: Years ended December 31, -- Cloud revenue": {"2019": 6933.0, "2018": 4993.0, "2017": 3769.0, "2016": 2993.0, "2015": 2286.0}, "Income Statement Data: Years ended December 31, -- Software licenses and support revenue": {"2019": 16080.0, "2018": 15628.0, "2017": 15780.0, "2016": 15431.0, "2015": 14928.0}, "Income Statement Data: Years ended December 31, -- Cloud and software revenue": {"2019": 23012.0, "2018": 20622.0, "2017": 19549.0, "2016": 18424.0, "2015": 17214.0}, "Income Statement Data: Years ended December 31, -- Total revenue": {"2019": 27553.0, "2018": 24708.0, "2017": 23461.0, "2016": 22062.0, "2015": 20793.0}, "Income Statement Data: Years ended December 31, -- Operating profit": {"2019": 4473.0, "2018": 5703.0, "2017": 4877.0, "2016": 5135.0, "2015": 4252.0}, "Income Statement Data: Years ended December 31, -- Profit after tax": {"2019": 3370.0, "2018": 4088.0, "2017": 4046.0, "2016": 3629.0, "2015": 3056.0}, "Income Statement Data: Years ended December 31, -- Profit attributable to owners of parent": {"2019": 3321.0, "2018": 4083.0, "2017": 4008.0, "2016": 3642.0, "2015": 3064.0}, "Earnings per share(1) -- Basic in ": {"2019": 2.78, "2018": 3.42, "2017": 3.35, "2016": 3.04, "2015": 2.56}, "Earnings per share(1) -- Diluted in ": {"2019": 2.78, "2018": 3.42, "2017": 3.35, "2016": 3.04, "2015": 2.56}, "Weighted-average number of shares outstanding -- Basic": {"2019": 1194.0, "2018": 1194.0, "2017": 1197.0, "2016": 1198.0, "2015": 1197.0}, "Weighted-average number of shares outstanding -- Diluted": {"2019": 1194.0, "2018": 1194.0, "2017": 1198.0, "2016": 1199.0, "2015": 1198.0}, "Statement of Financial Position Data: At December 31, -- Cash and cash equivalents": {"2019": 5314.0, "2018": 8627.0, "2017": 4011.0, "2016": 3702.0, "2015": 3411.0}, "Statement of Financial Position Data: At December 31, -- Total assets": {"2019": 60215.0, "2018": 51502.0, "2017": 42484.0, "2016": 44262.0, "2015": 41390.0}, "Statement of Financial Position Data: At December 31, -- Current financial liabilities(2)": {"2019": 3273.0, "2018": 1125.0, "2017": 1561.0, "2016": 1813.0, "2015": 841.0}, "Statement of Financial Position Data: At December 31, -- Non-current financial liabilities(2)": {"2019": 12923.0, "2018": 10553.0, "2017": 5034.0, "2016": 6481.0, "2015": 8681.0}, "Statement of Financial Position Data: At December 31, -- Issued capital": {"2019": 1229.0, "2018": 1229.0, "2017": 1229.0, "2016": 1229.0, "2015": 1229.0}, "Statement of Financial Position Data: At December 31, -- Total equity": {"2019": 30822.0, "2018": 28877.0, "2017": 25515.0, "2016": 26382.0, "2015": 23295.0}}

Question: What was the change in issued capital in 2019 from 2018?
Answer: 0

Question: What was the percentage change in issued capital in 2019 from 2018?
Answer: 0
{"December 31, -- ": {"2019": 2019, "2018": 2018}, "December 31, -- Accounts receivable": {"2019": 80032, "2018": 52850}, "December 31, -- Allowance for doubtful accounts": {"2019": -2584, "2018": -1425}, "December 31, -- Allowance for product returns": {"2019": -1075, "2018": -1915}, "December 31, -- Accounts receivable, net": {"2019": 76373, "2018": 49510}}

Question: What was the change in Accounts receivable between 2018 and 2019?
Answer: 27182
{"Accrued compensation": {"2019": 38186, "2018": 34095}, "Accrued bonus and commissions": {"2019": 27039, "2018": 19835}, "Accrued vacation": {"2019": 20647, "2018": 19019}, "Accrued employment taxes": {"2019": 16468, "2018": 15598}, "Accrued severance and related costs (Note 5)": {"2019": 485, "2018": 793}, "Other": {"2019": 6766, "2018": 6473}, "": {"2019": 109591, "2018": 95813}}

Question: What was the change in Accrued severance and related costs in 2019 from 2018?
Answer: -308

Question: What was the percentage change in Accrued severance and related costs in 2019 from 2018?
Answer: -38.84
{"Opening Balance as of March 31, 2018": {"Accounts Receivable": 152219, "Unbilled Receivable (current)": 9900, "Unbilled Receivable (long-term)": 4380, "Deferred Revenue (current)": 241113, "Deferred Revenue (long-term)": 84661}, "Increase/(decrease), net": {"Accounts Receivable": 9351, "Unbilled Receivable (current)": 5366, "Unbilled Receivable (long-term)": 2836, "Deferred Revenue (current)": -2674, "Deferred Revenue (long-term)": 14596}, "Ending Balance as of March 31, 2019": {"Accounts Receivable": 161570, "Unbilled Receivable (current)": 15266, "Unbilled Receivable (long-term)": 7216, "Deferred Revenue (current)": 238439, "Deferred Revenue (long-term)": 99257}}

Question: How many times more in current unbilled receivables than long-term unbilled receivables did the company have in its opening balance?
Answer: 2.26
{"Inventories: -- Raw materials": {"December 31, 2019": 138.4, "December 31, 2018": 137.3}, "Inventories: -- Work in process": {"December 31, 2019": 772.9, "December 31, 2018": 760.7}, "Inventories: -- Finished goods": {"December 31, 2019": 321.1, "December 31, 2018": 327.2}, "Inventories: -- ": {"December 31, 2019": 1232.4, "December 31, 2018": 1225.2}, "Property, plant and equipment, net: -- Land": {"December 31, 2019": 125.2, "December 31, 2018": 125.5}, "Property, plant and equipment, net: -- Buildings": {"December 31, 2019": 860.6, "December 31, 2018": 820.4}, "Property, plant and equipment, net: -- Machinery and equipment": {"December 31, 2019": 4275.2, "December 31, 2018": 3980.2}, "Property, plant and equipment, net: -- Property, plant and equipment, gross": {"December 31, 2019": 5261.0, "December 31, 2018": 4926.1}, "Property, plant and equipment, net: -- Less: Accumulated depreciation": {"December 31, 2019": -2669.4, "December 31, 2018": -2376.5}, "Property, plant and equipment, net: -- ": {"December 31, 2019": 2591.6, "December 31, 2018": 2549.6}, "Accrued expenses: -- Accrued payroll and related benefits": {"December 31, 2019": 153.4, "December 31, 2018": 240.8}, "Accrued expenses: -- Sales related reserves": {"December 31, 2019": 247.3, "December 31, 2018": 294.8}, "Accrued expenses: -- Income taxes payable": {"December 31, 2019": 22.5, "December 31, 2018": 38.2}, "Accrued expenses: -- Other": {"December 31, 2019": 115.6, "December 31, 2018": 85.3}, "Accrued expenses: -- ": {"December 31, 2019": 538.8, "December 31, 2018": 659.1}}

Question: What is the change in Inventories: Work in process from December 31, 2018 to 2019?
Answer: 12.2

Question: What is the change in Inventories: Finished goods from year ended December 31, 2018 to 2019?
Answer: -6.1
{"Balance at beginning of period": {"2019": 1868, "2018": 2366, "2017": 2226}, "Increases for tax position related to: -- Prior years": {"2019": "\u2014", "2018": 3, "2017": 465}, "Increases for tax position related to: -- Current year": {"2019": 161, "2018": 254, "2017": 285}, "Decreases for tax positions related to: -- Prior years": {"2019": -71, "2018": "\u2014", "2017": -14}, "Decreases for tax positions related to: -- Expiration of applicable statute of limitations": {"2019": -471, "2018": -755, "2017": -596}, "Decreases for tax positions related to: -- Balance at end of period": {"2019": 1487, "2018": 1868, "2017": 2366}}

Question: What was the change in the balance at the beginning of period between 2018 and 2019?
Answer: -498
{"2020": {"Operating Lease (1)": 904.3, "Finance Lease (1)": 8.0}, "2021": {"Operating Lease (1)": 878.3, "Finance Lease (1)": 5.3}, "2022": {"Operating Lease (1)": 845.5, "Finance Lease (1)": 4.3}, "2023": {"Operating Lease (1)": 810.3, "Finance Lease (1)": 3.0}, "2024": {"Operating Lease (1)": 766.4, "Finance Lease (1)": 2.1}, "Thereafter": {"Operating Lease (1)": 6140.1, "Finance Lease (1)": 45.4}, "Total lease payments": {"Operating Lease (1)": 10344.9, "Finance Lease (1)": 68.1}, "Less amounts representing interest": {"Operating Lease (1)": -3340.0, "Finance Lease (1)": -37.4}, "Total lease liability": {"Operating Lease (1)": 7004.9, "Finance Lease (1)": 30.7}, "Less current portion of lease liability": {"Operating Lease (1)": 494.5, "Finance Lease (1)": 6.7}, "Non-current lease liability": {"Operating Lease (1)": 6510.4, "Finance Lease (1)": 24.0}}

Question: What was the sum of operating lease in fiscal years 2020-2022?
Answer: 2628.1

Question: What was the change in finance leases between 2020 and 2021?
Answer: -2.7

Question: What is non-current lease liability as a percentage of Total lease liability?
Answer: 92.94
{"Income before income taxes -- U.S": {"2019": 192442, "2018": 189691, "2017": 76699}, "Income before income taxes -- Non-U.S": {"2019": 333330, "2018": 278110, "2017": 447713}, "Income before income taxes -- ": {"2019": 525772, "2018": 467801, "2017": 524412}, "Current: -- U.S. Federal": {"2019": 19297, "2018": -59122, "2017": 162679}, "Current: -- Non-U.S": {"2019": 52810, "2018": 45083, "2017": 64313}, "Current: -- State": {"2019": -4347, "2018": 1721, "2017": 2623}, "Current: -- ": {"2019": 67760, "2018": -12318, "2017": 229615}, "Deferred: -- U.S. Federal": {"2019": -4522, "2018": 29252, "2017": 43687}, "Deferred: -- Non-U.S": {"2019": -8007, "2018": -1243, "2017": -6476}, "Deferred: -- State": {"2019": 3073, "2018": 331, "2017": -106}, "Deferred: -- ": {"2019": -9456, "2018": 28340, "2017": 37105}, "Deferred: -- Total provision for income taxes": {"2019": 58304, "2018": 16022, "2017": 266720}}

Question: What was the change in U.S. Income before income taxes in 2019 from 2018?
Answer: 2751

Question: What was the percentage change in U.S. Income before income taxes in 2019 from 2018?
Answer: 1.45
{"U.S.": {"2019": 15103, "2018": 30815, "2017": 9315}, "Non-U.S.": {"2019": 35163, "2018": 27288, "2017": 30938}, "Total": {"2019": 50266, "2018": 58103, "2017": 40253}}

Question: What was the change in the earnings from U.S. between 2017 and 2018?
Answer: 21500

Question: What was the percentage change in the total earnings between 2018 and 2019?
Answer: -13.49
{"Revenue by product line (1) : -- New products": {"2019": 3123, "2018": 5735, "2017": 5853}, "Revenue by product line (1) : -- Mature products": {"2019": 7187, "2018": 6894, "2017": 6296}, "Revenue by product line (1) : -- Total revenue": {"2019": 10310, "2018": 12629, "2017": 12149}}

Question: What is the total revenue from new products in 2018 and 2019?
Answer: 8858

Question: What is the percentage change in total revenue between 2018 and 2019?
Answer: -18.36
{"2020": {"Dry bulk vessels": 22266, "Logistics business": 129437}, "2021": {"Dry bulk vessels": 4607, "Logistics business": 97544}, "2022": {"Dry bulk vessels": 3445, "Logistics business": 75425}, "2023": {"Dry bulk vessels": "\u2014", "Logistics business": 69250}, "2024": {"Dry bulk vessels": "\u2014", "Logistics business": 60200}, "2025 and thereafter": {"Dry bulk vessels": "\u2014", "Logistics business": 642479}, "Total minimum revenue, net of commissions": {"Dry bulk vessels": 30318, "Logistics business": 1074335}}

Question: What was the difference in the total minimum revenue between dry bulk vessels and logistics business?
Answer: 1044017

Question: What was the difference in the minimum revenue from dry bulk vessels between 2020 and 2021?
Answer: 17659

Question: What was the difference in the minimum revenue for logistics business between 2022 and 2023?
Answer: 6175
{"Term Loan and Notes, including interest": {"Total": 4373.3, "Less than 1 year": 3227.0, "1-3 years": 65.0, "3-5 years": 65.0, "More than 5 years": 1016.3}, "Operating lease obligations, net": {"Total": 711.5, "Less than 1 year": 88.7, "1-3 years": 158.0, "3-5 years": 126.9, "More than 5 years": 337.9}, "Purchase obligations": {"Total": 2036.5, "Less than 1 year": 545.0, "1-3 years": 935.8, "3-5 years": 555.7, "More than 5 years": "\u2014"}, "Total": {"Total": 7121.3, "Less than 1 year": 3860.7, "1-3 years": 1158.8, "3-5 years": 747.6, "More than 5 years": 1354.2}}

Question: What is the value of contractual obligations for purchase obligations with payment due period of a maximum of 3 years?
Answer: 1480.8
{"Earnings before taxes (EBT)": {"2019": 632.0, "2018": 633.0}, "ROE (after taxes)": {"2019": 19.1, "2018": 19.7}, "": {"2019": "", "2018": 30.0}, "(in millions of )": {"2019": 2019.0, "2018": 2018.0}, "Total assets": {"2019": 29901.0, "2018": 27628.0}}

Question: What is the increase / (decrease) in the Earnings before taxes from 2018 to 2019?
Answer: -1

Question: What is the increase / (decrease) in the ROE(after taxes) from 2018 to 2019?
Answer: -0.6
{"Total operating revenues": {"2019": 218096, "2018": 127625, "Change": 90471, "% Change": 71}, "Vessel operating expenses": {"2019": -53689, "2018": -26317, "Change": -27372, "% Change": 104}, "Voyage expenses, charter-hire and commission expenses": {"2019": -460, "2018": -1363, "Change": 903, "% Change": -66}, "Administrative expenses": {"2019": -1371, "2018": 175, "Change": -1546, "% Change": -883}, "Project development expenses": {"2019": -2939, "2018": -16526, "Change": 13587, "% Change": -82}, "Depreciation and amortization": {"2019": -48088, "2018": -28193, "Change": -19895, "% Change": 71}, "Other operating (losses)/gains": {"2019": -28963, "2018": 2749, "Change": -31712, "% Change": -1154}, "Operating income": {"2019": 82586, "2018": 58150, "Change": 24436, "% Change": 42}, "Equity in net losses of affiliates": {"2019": "\u2014", "2018": -2047, "Change": 2047, "% Change": -100}}

Question: What was the change in total operating revenues?
Answer: 90471

Question: What was the percentage change in operating income?
Answer: 42.02
{"Available-for-sale debt investments": {"July 27, 2019": 21660, "July 28, 2018": 37009}, "Marketable equity securities": {"July 27, 2019": 3, "July 28, 2018": 605}, "Total investments": {"July 27, 2019": 21663, "July 28, 2018": 37614}, "Non-marketable equity securities included in other assets (1)": {"July 27, 2019": 1113, "July 28, 2018": 978}, "Equity method investments included in other assets": {"July 27, 2019": 87, "July 28, 2018": 118}, "Total": {"July 27, 2019": 22863, "July 28, 2018": 38710}}

Question: What was the change in the Equity method investments included in other assets between 2018 and 2019?
Answer: -31

Question: What was the percentage change in the total available-for-sale debt investments and equity investments between 2018 and 2019?
Answer: -40.94