kensho/bizbench huggingface dataset:
{"": {"December 31, 2019": "(in thousands)", "December 31, 2018": ""}, "Debt principal": {"December 31, 2019": 460000, "December 31, 2018": 460000}, "Unamortized discount": {"December 31, 2019": 65313, "December 31, 2018": 80019}, "Net carrying amount of convertible debt": {"December 31, 2019": 394687, "December 31, 2018": 379981}}

Question: What was the change in Debt principal from 2018 to 2019?
Answer: 0

Question: What was the percentage change in Debt principal from 2018 to 2019?
Answer: 0
{"Net income/(loss) attributable to Nielsen shareholders": {"2019": -415, "2018": -712, "2017": 429}, "Interest expense, net": {"2019": 391, "2018": 386, "2017": 370}, "(Benefit)/provision for income taxes": {"2019": -260, "2018": -182, "2017": 388}, "Depreciation and amortization": {"2019": 756, "2018": 675, "2017": 640}, "EBITDA": {"2019": 472, "2018": 167, "2017": 1827}, "Other non-operating (income)/expense, net(b)": {"2019": 191, "2018": 33, "2017": 27}, "Restructuring charges": {"2019": 80, "2018": 139, "2017": 80}, "Impairment of goodwill and other long-lived assets": {"2019": 1004, "2018": 1413, "2017": "-"}, "Share-based compensation expense": {"2019": 50, "2018": 35, "2017": 45}, "Other items(a)": {"2019": 56, "2018": 63, "2017": 45}, "Adjusted EBITDA": {"2019": 1853, "2018": 1850, "2017": 2024}}

Question: What is the interest coverage ratio in 2019?
Answer: 1.21
{"Net revenue": {"2018": 464649, "2017": 367751}, "Cost of net revenue": {"2018": 372843, "2017": 279425}, "Gross profit": {"2018": 91806, "2017": 88326}, "Operating expenses: -- Research and development": {"2018": 48696, "2017": 22710}, "Operating expenses: -- Sales and marketing": {"2018": 39713, "2017": 19490}, "Operating expenses: -- General and administrative": {"2018": 17762, "2017": 691}, "Operating expenses: -- Separation expense": {"2018": 31583, "2017": 1384}, "Operating expenses: -- Litigation reserves, net": {"2018": "\u2014", "2017": 28}, "Operating expenses: -- Total operating expenses": {"2018": 137754, "2017": 44303}, "Operating expenses: -- Income (loss) from operations of discontinued operations": {"2018": -45948, "2017": 44023}, "Operating expenses: -- Interest income, net": {"2018": 1239, "2017": "\u2014"}, "Operating expenses: -- Other income (expense), net": {"2018": -41, "2017": 467}, "Operating expenses: -- Income (loss) from discontinued operations before income taxes": {"2018": -44750, "2017": 44490}, "Operating expenses: -- Provision (benefit) for income taxes": {"2018": -9095, "2017": 13921}, "Operating expenses: -- Income (loss) from discontinued operations, net of tax": {"2018": -35655, "2017": 30569}}

Question: What was the percentage change in net revenue from 2017 to 2018?
Answer: 26.35
{"Customer incentives": {"Note": 6, "30 June 2019 $'000": 1091, "30 June 2018 $'000": 1145}, "Capitalised transaction costs": {"Note": "", "30 June 2019 $'000": 3359, "30 June 2018 $'000": 5490}, "Contract costs": {"Note": 6, "30 June 2019 $'000": 448, "30 June 2018 $'000": "-"}, "Total other assets - non-current": {"Note": "", "30 June 2019 $'000": 4898, "30 June 2018 $'000": 6635}}

Question: What was the percentage change in customer incentives between 2018 and 2019?
Answer: -4.72

Question: What was the sum of customer incentives and capitalised transaction costs in 2019?
Answer: 4450
{"Current: -- Federal": {"March 29, 2019": 73, "March 30, 2018": 1011, "March 31, 2017": 108}, "Current: -- State": {"March 29, 2019": 15, "March 30, 2018": 40, "March 31, 2017": 6}, "Current: -- International": {"March 29, 2019": 74, "March 30, 2018": 107, "March 31, 2017": 68}, "Current: -- Total": {"March 29, 2019": 162, "March 30, 2018": 1158, "March 31, 2017": 182}, "Deferred: -- Federal": {"March 29, 2019": -52, "March 30, 2018": -1664, "March 31, 2017": -177}, "Deferred: -- State": {"March 29, 2019": -2, "March 30, 2018": -151, "March 31, 2017": -17}, "Deferred: -- International": {"March 29, 2019": -16, "March 30, 2018": -33, "March 31, 2017": -14}, "Deferred: -- Total": {"March 29, 2019": -70, "March 30, 2018": -1848, "March 31, 2017": -208}, "Deferred: -- Income tax expense (benefit)": {"March 29, 2019": 92, "March 30, 2018": -690, "March 31, 2017": -26}}

Question: What is the income tax expense for Federal for year ended March 29, 2019 expressed as a percentage of total income tax expenses?
Answer: 45.06

Question: What is the summed Total current income tax expense for the fiscal years 2017, 2018 and 2019?
Answer: 1502
{"Allowance for doubtful accounts, beginning balance": {"December 31, 2019": 319, "December 31, 2018": 983}, "Increase (decrease) of provision": {"December 31, 2019": -72, "December 31, 2018": -26}, "Write-offs": {"December 31, 2019": -195, "December 31, 2018": -638}, "Allowance for doubtful accounts, ending balance": {"December 31, 2019": 52, "December 31, 2018": 319}}

Question: What is the total allowance for doubtful accounts, ending balance between 2018 and 2019?
Answer: 371

Question: What is the percentage change in allowance for doubtful accounts, ending balance between 2018 and 2019?
Answer: -83.7
{"": {"2019 Goodwill": "\u00a3m", "2018 Goodwill": "\u00a3m"}, "Steam Specialties": {"2019 Goodwill": 113.0, "2018 Goodwill": 119.3}, "Electric Thermal Solutions": {"2019 Goodwill": 244.7, "2018 Goodwill": 183.0}, "Watson-Marlow": {"2019 Goodwill": 60.0, "2018 Goodwill": 65.7}, "Total goodwill": {"2019 Goodwill": 417.7, "2018 Goodwill": 368.0}}

Question: What was the percentage change in total goodwill in 2019 from 2018?
Answer: 13.51
{"Total assets -- EMS": {"August 31, 2019": 4353465, "August 31, 2018": 3456866}, "Total assets -- DMS": {"August 31, 2019": 4988198, "August 31, 2018": 5378436}, "Total assets -- Other non-allocated assets": {"August 31, 2019": 3628812, "August 31, 2018": 3210339}, "Total assets -- ": {"August 31, 2019": 12970475, "August 31, 2018": 12045641}}

Question: What was the change in total DMS assets between 2018 and 2019?
Answer: -390238

Question: What was the percentage change in total assets between 2018 and 2019?
Answer: 7.68
{"Balance payable as at June 30, 2018": {"Workplace reduction": "$\u2014", "Facility costs": "$\u2014", "Total": "$\u2014"}, "Accruals and adjustments": {"Workplace reduction": 12460, "Facility costs": 15858, "Total": 28318}, "Cash payments": {"Workplace reduction": -10420, "Facility costs": -4739, "Total": -15159}, "Non-cash adjustments": {"Workplace reduction": "\u2014", "Facility costs": -3393, "Total": -3393}, "Foreign exchange": {"Workplace reduction": -221, "Facility costs": -2438, "Total": -2659}, "Balance payable as at June 30, 2019": {"Workplace reduction": 1819, "Facility costs": 5288, "Total": 7107}}

Question: What is the Balance payable as at June 30, 2019 for Workplace reduction expressed as a percentage of total Balance payable?
Answer: 25.59

Question: For Accruals and adjustments, What is difference between Workplace reduction & Facility costs?
Answer: -3398

Question: What is the difference between Balance payable as at June 30, 2019 for Workplace reduction & Facility costs?
Answer: -3469
{"Year ended 31 March": {"2019": "\u00a3m", "2018": "\u00a3m", "2017": "\u00a3m"}, "Cash generated from operations": {"2019": 4687, "2018": 5400, "2017": 6725}, "Tax paid": {"2019": -431, "2018": -473, "2017": -551}, "Net cash inflows from operating activities": {"2019": 4256, "2018": 4927, "2017": 6174}, "Net purchase of property, plant and equipment and software": {"2019": -3637, "2018": -3341, "2017": -3119}, "Free cash flow": {"2019": 619, "2018": 1586, "2017": 3055}, "Interest received": {"2019": 23, "2018": 7, "2017": 7}, "Interest paid": {"2019": -531, "2018": -555, "2017": -629}, "Add back pension deficit payments": {"2019": 2024, "2018": 872, "2017": 274}, "Add back net cash flow from specific items": {"2019": 598, "2018": 828, "2017": 205}, "Add back net sale of non-current asset investments": {"2019": 1, "2018": 19, "2017": -20}, "Add back prepayments in respect of acquisition of spectrum licence": {"2019": "-", "2018": 325, "2017": "-"}, "Remove refund on acquisition of spectrum licence": {"2019": -21, "2018": "-", "2017": "-"}, "Remove cash tax benefit of pension deficit payments": {"2019": -273, "2018": -109, "2017": -110}, "Normalised free cash flow b": {"2019": 2440, "2018": 2973, "2017": 2782}}

Question: What was the change in Cash generated from operations from 2018 to 2019?
Answer: -713

Question: What is the change in the Net cash inflows from operating activities from 2018 to 2019?
Answer: -671
{"Aug. 1 - Aug. 31, 2019 ": {"(a) Total Number of Shares Purchased (1)": "\u2014", "(b) Average Price Paid per Share": "\u2014", "(c) Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs (2)": "\u2014", "(d) Maximum Number (or Approximate Dollar Value) of Shares that May Yet Be Purchased Under the Plans or Programs (2)(3)": 1176615}, "Sep. 1 - Sep. 30, 2019 ": {"(a) Total Number of Shares Purchased (1)": 901.0, "(b) Average Price Paid per Share": 151.33, "(c) Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs (2)": 901.0, "(d) Maximum Number (or Approximate Dollar Value) of Shares that May Yet Be Purchased Under the Plans or Programs (2)(3)": 1176615.0}, "Oct. 1 - Oct. 31, 2019 ": {"(a) Total Number of Shares Purchased (1)": 34344.0, "(b) Average Price Paid per Share": 154.81, "(c) Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs (2)": 34344.0, "(d) Maximum Number (or Approximate Dollar Value) of Shares that May Yet Be Purchased Under the Plans or Programs (2)(3)": 1176615.0}, "Total ": {"(a) Total Number of Shares Purchased (1)": 35245.0, "(b) Average Price Paid per Share": 154.72, "(c) Total Number of Shares Purchased as Part of Publicly Announced Plans or Programs (2)": 35245.0, "(d) Maximum Number (or Approximate Dollar Value) of Shares that May Yet Be Purchased Under the Plans or Programs (2)(3)": 1176615.0}}

Question: What is the percentage constitution of the number of shares purchased in September 2019 among the total number of shares purchased in the fourth fiscal quarter?
Answer: 2.56

Question: What is the difference in the total number of shares purchased between September 2019 and October 2019?
Answer: 33443

Question: What is the change in the average price paid per share between September 2019 and October 2019?
Answer: 3.48
{"RSUs outstanding at September 30, 2018": {"Shares": 288098.0, "Value": 64.57}, "Granted": {"Shares": 93686.0, "Value": 86.08}, "Released": {"Shares": -55642.0, "Value": 84.23}, "Forfeited": {"Shares": -14297.0, "Value": 94.0}, "RSUs outstanding at September 29, 2019": {"Shares": 311845.0, "Value": 66.18}}

Question: What is the difference in the weighted-average grant date fair value between granted RSUs and released RSUs?
Answer: 1.85

Question: What is the percentage change of RSUs outstanding from September 30, 2018 to September 29, 2019?
Answer: 8.24

Question: What is the total fair value of RSUs outstanding at September 29, 2019?
Answer: 20637902.1
{"Compensation and related benefits": {"2019": 3247, "2018": 949}, "Professional and legal fees": {"2019": 242, "2018": 545}, "Totals ": {"2019": 3489, "2018": 1494}}

Question: What is the change in the Compensation and related benefits from 2018 to 2019?
Answer: 2298
{"Consolidated Statements of Income data: -- Net sales": {"2019 (1)": 5349.5, "2018": 3980.8, "2017 (1)": 3407.8, "2016": 2173.3, "2015": 2147.0}, "Consolidated Statements of Income data: -- Special charges and other, net (2)": {"2019 (1)": 33.7, "2018": 17.5, "2017 (1)": 98.6, "2016": 4.0, "2015": 2.8}, "Consolidated Statements of Income data: -- Loss on settlement of debt (3)": {"2019 (1)": -12.6, "2018": -16.0, "2017 (1)": -43.9, "2016": "$\u2014", "2015": -50.6}, "Consolidated Statements of Income data: -- Net income from continuing operations": {"2019 (1)": 355.9, "2018": 255.4, "2017 (1)": 170.6, "2016": 323.9, "2015": 365.3}, "Consolidated Statements of Income data: -- Basic net income per common share from continuing operations": {"2019 (1)": 1.51, "2018": 1.1, "2017 (1)": 0.79, "2016": 1.59, "2015": 1.84}, "Consolidated Statements of Income data: -- Diluted net income per common share from continuing operations": {"2019 (1)": 1.42, "2018": 1.03, "2017 (1)": 0.73, "2016": 1.49, "2015": 1.65}, "Consolidated Statements of Income data: -- Dividends declared per common share": {"2019 (1)": 1.457, "2018": 1.449, "2017 (1)": 1.441, "2016": 1.433, "2015": 1.425}, "Consolidated Balance Sheets data: -- Total assets": {"2019 (1)": 18350.0, "2018": 8257.2, "2017 (1)": 7686.9, "2016": 5537.9, "2015": 4780.7}, "Consolidated Balance Sheets data: -- Net long-term debt and capital lease obligations, less current maturities (3)": {"2019 (1)": 8956.0, "2018": 1769.1, "2017 (1)": 2912.1, "2016": 2465.8, "2015": 1840.0}, "Consolidated Balance Sheets data: -- Microchip Technology stockholders' equity": {"2019 (1)": 5287.5, "2018": 3279.8, "2017 (1)": 3270.7, "2016": 2150.9, "2015": 2044.7}}

Question: What was the change in net sales between 2016 and 2017?
Answer: 1234.5

Question: What was the percentage change in the Net income from continuing operations between 2018 and 2019?
Answer: 39.35
{"Long Island, NY": {"Size (sq. ft.)": 93000, "Own or Lease": "Lease"}, "Garden Grove, CA": {"Size (sq. ft.)": 27850, "Own or Lease": "Lease"}, "Tianjin, China": {"Size (sq. ft.)": 28000, "Own or Lease": "Lease"}, "Northvale, NJ": {"Size (sq. ft.)": 9000, "Own or Lease": "Lease"}}

Question: What is the difference in size between the Long Island, NY and Northvale, NJ facility in sq ft?
Answer: 84000

Question: What is the total size of all the four facilities leased by the company in sq ft?
Answer: 157850
{"": {"2019": "(In millions, except per share amounts)", "2018": "", "December 31, 2019": "", "September 29, 2019": "(Unaudited, in millions, except per share amounts)", "December 31, 2018": ""}, "Net revenues": {"2019": 9556, "2018": 9664, "December 31, 2019": 2754, "September 29, 2019": 2553, "December 31, 2018": 2648}, "Gross profit": {"2019": 3696, "2018": 3861, "December 31, 2019": 1081, "September 29, 2019": 967, "December 31, 2018": 1059}, "Gross margin as percentage of net revenues.": {"2019": 38.7, "2018": 40.0, "December 31, 2019": 39.3, "September 29, 2019": 37.9, "December 31, 2018": 40.0}, "Operating income": {"2019": 1203, "2018": 1400, "December 31, 2019": 460, "September 29, 2019": 336, "December 31, 2018": 443}, "Net income attributable to parent company": {"2019": 1032, "2018": 1287, "December 31, 2019": 392, "September 29, 2019": 302, "December 31, 2018": 418}, "Diluted earnings per share": {"2019": 1.14, "2018": 1.41, "December 31, 2019": 0.43, "September 29, 2019": 0.34, "December 31, 2018": 0.46}}

Question: What is the increase/ (decrease) in net revenues for year ended December 31, from 2018 to 2019?
Answer: -108

Question: What is the increase/ (decrease) in gross profit for year ended December 31, from 2018 to 2019?
Answer: -165
{"": {"2019": "", "2018": "(dollars in thousands)", "2017": ""}, "Sales and marketing": {"2019": 227733, "2018": 224635, "2017": 240271}, "Percent of revenue": {"2019": 39.5, "2018": 41.8, "2017": 49.9}}

Question: What is the change in sales and marketing between 2018 and 2019?
Answer: 3098
{"Sales": {"2019": "$  \u2014", "2018": "$  \u2014"}, "Cost of sales": {"2019": -901, "2018": -88}, "Total operating expense": {"2019": 1022, "2018": 96}, "Operating income (loss) from discontinued operations": {"2019": -121, "2018": -8}, "Other income (expense)": {"2019": 10895, "2018": -24}, "Income (loss) from discontinued operations before income taxes": {"2019": 10774, "2018": -32}, "Provision (benefit) for income taxes": {"2019": 2294, "2018": 6}, "Income (loss) from discontinued operations, net of income taxes": {"2019": 8480, "2018": -38}}

Question: What was the change in total operating expense between 2018 and 2019?
Answer: 926

Question: What was the change in Provision (benefit) for income taxes between 2018 and 2019?
Answer: 2288

Question: What was the percentage change in total operating expense between 2018 and 2019?
Answer: 964.58

Question: What was the change in Provision (benefit) for income taxes between 2018 and 2019?
Answer: 2288
{"Long-term debt": {"Less than 1 Year": 18350, "1 -3 Years": 521700, "3 -5 Years": 1729663, "Thereafter": "$ \u2014", "Total": 2269713}, "Interest on long-term debt obligations (1)": {"Less than 1 Year": 128731, "1 -3 Years": 246834, "3 -5 Years": 65552, "Thereafter": "\u2014", "Total": 441117}, "Finance leases": {"Less than 1 Year": 10280, "1 -3 Years": 8285, "3 -5 Years": 3404, "Thereafter": 6604, "Total": 28573}, "Operating leases": {"Less than 1 Year": 7860, "1 -3 Years": 10751, "3 -5 Years": 5660, "Thereafter": 10691, "Total": 34962}, "Unconditional purchase obligations: -- Unrecorded (2)": {"Less than 1 Year": 36488, "1 -3 Years": 37830, "3 -5 Years": 19954, "Thereafter": 1371, "Total": 95643}, "Unconditional purchase obligations: -- Recorded (3)": {"Less than 1 Year": 98035, "1 -3 Years": "\u2014", "3 -5 Years": "\u2014", "Thereafter": "\u2014", "Total": 98035}, "Unconditional purchase obligations: -- Pension funding (4)": {"Less than 1 Year": 33861, "1 -3 Years": 64311, "3 -5 Years": 65959, "Thereafter": "\u2014", "Total": 164131}}

Question: What was the change between the long-term debt 1-3 years and 3-5 years?
Answer: 1207963

Question: What was the change between the finance leases from 3-5 years and thereafter?
Answer: 3200

Question: What was the change in pension funding between 1-3 years and 3-5 years?
Answer: 1648
{"Salary": {"2019": 896297, "2018": 927820, "2017": 903186}, "Bonus(1)": {"2019": 1280173, "2018": 3214578, "2017": 1044514}, "Charges and Non-cash Benefits(2)": {"2019": 5618382, "2018": 6971946, "2017": 1828814}, "Total(3)": {"2019": 7794852, "2018": 11114344, "2017": 3776514}}

Question: What is the increase/ (decrease) in Salary from the period 2017 to 2018?
Answer: 24634

Question: What is the increase/ (decrease) in Bonus from the period 2017 to 2018?
Answer: 2170064

Question: What is the increase/ (decrease) in Charges and Non-cash Benefits from the period 2017 to 2018?
Answer: 5143132
{"1. Gross salary -- (a) Salary as per provisions contained in Section 17(1) of the Income-tax Act, 1961": {"Ramakrishnan V Chief Financial Officer": 72.06, "Rajendra Moholkar Company Secretary": 21.66, "Total": 93.72}, "1. Gross salary -- (b) Value of perquisites u/s 17(2) of the Income-tax Act, 1961": {"Ramakrishnan V Chief Financial Officer": 43.54, "Rajendra Moholkar Company Secretary": 1.2, "Total": 44.74}, "1. Gross salary -- (c) Profits in lieu of salary under Section 17(3) of the Income-tax Act, 1961": {"Ramakrishnan V Chief Financial Officer": "-", "Rajendra Moholkar Company Secretary": "-", "Total": "-"}, "1. Gross salary -- 2. Stock Option": {"Ramakrishnan V Chief Financial Officer": "-", "Rajendra Moholkar Company Secretary": "-", "Total": "-"}, "1. Gross salary -- 3. Sweat Equity": {"Ramakrishnan V Chief Financial Officer": "-", "Rajendra Moholkar Company Secretary": "-", "Total": "-"}, "1. Gross salary -- 4. Commission": {"Ramakrishnan V Chief Financial Officer": "-", "Rajendra Moholkar Company Secretary": "-", "Total": "-"}, "1. Gross salary -- as % of profit": {"Ramakrishnan V Chief Financial Officer": "-", "Rajendra Moholkar Company Secretary": "-", "Total": "-"}, "1. Gross salary -- 5. Others, Allowances": {"Ramakrishnan V Chief Financial Officer": 297.47, "Rajendra Moholkar Company Secretary": 117.29, "Total": 414.76}, "1. Gross salary -- Total": {"Ramakrishnan V Chief Financial Officer": 413.07, "Rajendra Moholkar Company Secretary": 140.15, "Total": 553.22}}

Question: What is the difference in Others, Allowances between the CFO and Company Secretary?
Answer: 180.18

Question: What is the CFO's remuneration as a percentage of the total given to them both?
Answer: 74.67
{"Not later than one year": {"2019": 322.6, "2018": 374.6}, "Later than one year and not later than five years": {"2019": 788.3, "2018": 987.2}, "Later than five years": {"2019": 657.3, "2018": 973.5}, "": {"2019": 1768.2, "2018": 2335.3}}

Question: What is the percentage change in the future minimum lease amount receivable later than five years from to 2018 to 2019?
Answer: -32.48
{"Net (loss) income": {"2019": -182602, "2018": 407807, "2017": -154175, "2019 $ Change from 2018": -590409, "2018 $ Change from 2017": 561982}, "Less: Loss from discontinued operations": {"2019": 0, "2018": 395138, "2017": 30348, "2019 $ Change from 2018": -395138, "2018 $ Change from 2017": 364790}, "(Loss) income from continuing operations": {"2019": -182602, "2018": 12669, "2017": -184523, "2019 $ Change from 2018": -195271, "2018 $ Change from 2017": 197192}, "Non-cash adjustments to net (loss) income": {"2019": 277217, "2018": 136651, "2017": 351835, "2019 $ Change from 2018": 140566, "2018 $ Change from 2017": -215184}, "Cash impact of changes in operating assets and liabilities": {"2019": -18361, "2018": -60086, "2017": 57746, "2019 $ Change from 2018": 41725, "2018 $ Change from 2017": -117832}, "Net cash provided by operating activities - continuing operations": {"2019": 76254, "2018": 89234, "2017": 225058, "2019 $ Change from 2018": -12980, "2018 $ Change from 2017": -135824}, "Net cash (used in) provided by operating activities - discontinued operations": {"2019": -30000, "2018": -21343, "2017": 54357, "2019 $ Change from 2018": -8657, "2018 $ Change from 2017": -75700}, "Net cash provided by operating activities": {"2019": 46254, "2018": 67891, "2017": 279415, "2019 $ Change from 2018": -21637, "2018 $ Change from 2017": -211524}}

Question: What is the change in Non-cash adjustments to net (loss) income between 2019 and 2017?
Answer: -74618
{"Service ": {"2019": 65383.0, "2018": 64223.0, "2019 vs. 2018": 1160.0, "": 1.8}, "Wireless equipment ": {"2019": 18048.0, "2018": 18875.0, "2019 vs. 2018": -827.0, "": -4.4}, "Other ": {"2019": 7625.0, "2018": 6664.0, "2019 vs. 2018": 961.0, "": 14.4}, "Total Operating Revenues ": {"2019": 91056.0, "2018": 89762.0, "2019 vs. 2018": 1294.0, "": 1.4}, "Connections (000):(1)       -- Wireless retail connections ": {"2019": 94544.0, "2018": 94507.0, "2019 vs. 2018": 37, "": "\u2014"}, "Connections (000):(1)       -- Wireless retail postpaid connections ": {"2019": 90481.0, "2018": 89861.0, "2019 vs. 2018": 620.0, "": 0.7}, "Connections (000):(1)       -- Fios Internet connections ": {"2019": 5902.0, "2018": 5760.0, "2019 vs. 2018": 142.0, "": 2.5}, "Connections (000):(1)       -- Fios video connections ": {"2019": 4152.0, "2018": 4377.0, "2019 vs. 2018": -225.0, "": -5.1}, "Connections (000):(1)       -- Broadband connections ": {"2019": 6467.0, "2018": 6460.0, "2019 vs. 2018": 7.0, "": 0.1}, "Connections (000):(1)       -- Voice connections ": {"2019": 5754.0, "2018": 6332.0, "2019 vs. 2018": -578.0, "": -9.1}, "Net Additions in Period (000):(2)       -- Wireless retail ": {"2019": 379.0, "2018": 372.0, "2019 vs. 2018": 7.0, "": 1.9}, "Net Additions in Period (000):(2)       -- Wireless retail postpaid ": {"2019": 970.0, "2018": 1129.0, "2019 vs. 2018": -159.0, "": -14.1}, "Net Additions in Period (000):(2)       -- Wireless retail postpaid phones ": {"2019": 737.0, "2018": 498.0, "2019 vs. 2018": 239.0, "": 48.0}, "Churn Rate:      -- Wireless retail ": {"2019": 1.28, "2018": 1.25, "2019 vs. 2018": "", "": ""}, "Churn Rate:      -- Wireless retail postpaid ": {"2019": 1.05, "2018": 1.0, "2019 vs. 2018": "", "": ""}, "Churn Rate:      -- Wireless retail postpaid phones ": {"2019": 0.79, "2018": 0.76, "2019 vs. 2018": "", "": ""}, "Account Statistics:      -- Wireless retail postpaid ARPA ": {"2019": 118.13, "2018": 115.48, "2019 vs. 2018": 2.65, "": 2.3}, "Account Statistics:      -- Wireless retail postpaid accounts (000)(1)  ": {"2019": 33875.0, "2018": 34086.0, "2019 vs. 2018": -211.0, "": -0.6}, "Account Statistics:      -- Wireless retail postpaid connections per account(1)  ": {"2019": 2.67, "2018": 2.64, "2019 vs. 2018": 0.03, "": 1.1}}

Question: What is the change in Wireless equipment revenue from 2018 to 2019?
Answer: -827

Question: What is the change in Total Operating Revenues from 2018 to 2019?
Answer: 1294
{"": {"2019": "", "2018": "(dollars in thousands)", "2017": ""}, "Cost of revenue": {"2019": 149215, "2018": 144349, "2017": 142867}, "Gross profit": {"2019": 427308, "2018": 393542, "2017": 339118}, "Gross margin": {"2019": 74.1, "2018": 73.2, "2017": 70.4}}

Question: What was the change in cost of revenue between 2017 and 2018?
Answer: 1482

Question: What was the percentage change in gross profit between 2018 and 2019?
Answer: 8.58

Question: What was the change in gross margin between 2018 and 2019?
Answer: 0.9
{"Number of share awards granted": {"2019": 34.0, "2018": 34.0, "2017": 24.0}, "Weighted average grant-date fair value per share award": {"2019": 25.41, "2018": 27.68, "2017": 32.93}, "Fair value of share awards vested": {"2019": 840.0, "2018": 880.0, "2017": 850.0}}

Question: What was the change in Fair value of share awards vested in 2019 from 2018?
Answer: -40

Question: What was the percentage change in Fair value of share awards vested in 2019 from 2018?
Answer: -4.55
{"Outstanding at September 2018": {"Number of Shares": 33800.0, "Weighted Average Exercise Price": 77.85}, "Granted": {"Number of Shares": 5450.0, "Weighted Average Exercise Price": 84.0}, "Exercised": {"Number of Shares": -2800.0, "Weighted Average Exercise Price": 79.22}, "Forfeited/Expired": {"Number of Shares": "\u2014", "Weighted Average Exercise Price": "\u2014"}, "Outstanding at September 2019": {"Number of Shares": 36450.0, "Weighted Average Exercise Price": 78.67}}

Question: What is the percentage change in the company's shares outstanding at September 2018 and 2019?
Answer: 7.84

Question: What is the percentage of shares granted as a percentage of the number of outstanding shares at 2018?
Answer: 16.12

Question: What is the difference in the total number of shares outstanding between 2018 and 2019?
Answer: 2650
{"Net cash provided by operating activities": {"Year Ended December 31, 2019": 96112, "Year Ended December 31, 2018": 55637, "Year Ended December 31, 2017": 48117}, "Net cash (used in)/ provided by investing activities": {"Year Ended December 31, 2019": -56467, "Year Ended December 31, 2018": 27863, "Year Ended December 31, 2017": -42365}, "Net cash used in financing activities": {"Year Ended December 31, 2019": -111692, "Year Ended December 31, 2018": -66916, "Year Ended December 31, 2017": -12940}, "(Decrease)/Increase in cash and cash equivalents and restricted cash": {"Year Ended December 31, 2019": -72047, "Year Ended December 31, 2018": 16584, "Year Ended December 31, 2017": -7188}, "Cash and cash equivalents and restricted cash, beginning of year": {"Year Ended December 31, 2019": 150774, "Year Ended December 31, 2018": 134190, "Year Ended December 31, 2017": 141378}, "Cash and cash equivalents and restricted cash, end of year": {"Year Ended December 31, 2019": 78727, "Year Ended December 31, 2018": 150774, "Year Ended December 31, 2017": 134190}}

Question: What was the percentage change in the Net cash provided by operating activities between 2017 and 2018?
Answer: 15.63
{"Balance at beginning of fiscal year": {"July 27, 2019": 359, "July 28, 2018": 407, "July 29, 2017": 414}, "Provisions for warranties issued": {"July 27, 2019": 600, "July 28, 2018": 582, "July 29, 2017": 691}, "Adjustments for pre-existing warranties": {"July 27, 2019": -12, "July 28, 2018": -38, "July 29, 2017": -21}, "Settlements": {"July 27, 2019": -603, "July 28, 2018": -592, "July 29, 2017": -677}, "Acquisitions and divestitures": {"July 27, 2019": -2, "July 28, 2018": "\u2014", "July 29, 2017": "\u2014"}, "Balance at end of fiscal year": {"July 27, 2019": 342, "July 28, 2018": 359, "July 29, 2017": 407}}

Question: What was the change in Provisions for warranties issued between 2017 and 2018?
Answer: -109

Question: What was the percentage change in the Balance at end of fiscal year between 2018 and 2019?
Answer: -4.74
{"Revenues from fixed rate time charters": {"2017": 485961, "2018": 515324, "2019": 558266}, "Revenues from variable rate time charters": {"2017": "\u2014", "2018": "\u2014", "2019": 64334}, "Revenues from The Cool Pool Limited (GasLog vessels)": {"2017": 38046, "2018": 102253, "2019": 45253}, "Revenues from vessel management services": {"2017": 1222, "2018": 767, "2019": 784}, "Total": {"2017": 525229, "2018": 618344, "2019": 668637}}

Question: What was the change in revenues from The Cool Pool Limited  from 2017 to 2018?
Answer: 64207

Question: What was the percentage change in total revenue from 2018 to 2019?
Answer: 8.13
{"Domestic loss": {"2019": -20345, "2018": -29658, "2017": -13752}, "Foreign income": {"2019": 3933, "2018": 3123, "2017": 4207}, "Loss before income taxes": {"2019": -16412, "2018": -26535, "2017": -9545}}

Question: What is the company's change in foreign income between 2018 and 2019?
Answer: 25.94
{"Bell Wireless": {"2019": -5300.0, "2018": -5297.0, "$ CHANGE": -3.0, "% CHANGE": -0.1}, "Bell Wireline": {"2019": -6942.0, "2018": -6946.0, "$ CHANGE": 4.0, "% CHANGE": 0.1}, "Bell Media": {"2019": -2367.0, "2018": -2428.0, "$ CHANGE": 61.0, "% CHANGE": 2.5}, "Inter-segment eliminations": {"2019": 751.0, "2018": 738.0, "$ CHANGE": 13.0, "% CHANGE": 1.8}, "Total BCE operating costs": {"2019": -13858.0, "2018": -13933.0, "$ CHANGE": 75.0, "% CHANGE": 0.5}}

Question: What is the sum of Inter-segment eliminations in 2018 and 2019?
Answer: 1489
{"Deferred tax assets (liabilities): -- NOL carryover": {"2019": 5910, "2018": 3370}, "Deferred tax assets (liabilities): -- R&D carryover": {"2019": 173, "2018": 173}, "Deferred tax assets (liabilities): -- Other": {"2019": 236, "2018": 239}, "Deferred tax assets (liabilities): -- Depreciation": {"2019": 42, "2018": 61}, "Deferred tax assets (liabilities): -- ": {"2019": 6361, "2018": 3843}, "Deferred tax assets (liabilities): -- Less valuation allowance": {"2019": -6361, "2018": -3843}, "Deferred tax assets (liabilities): -- Net deferred tax asset": {"2019": "$-", "2018": "$-"}}

Question: What is the percentage change in the total deferred tax assets from 2018 to 2019?
Answer: 65.52

Question: What is the percentage of R&D carryover in the total deferred tax assets in 2019?
Answer: 2.72

Question: What is the percentage of depreciation in the total deferred tax assets in 2018?
Answer: 1.59
{"Net sales": {"June 1, 2019": 112396, "June 2, 2018": 107705, "June 3, 2017": 86072}, "Net income": {"June 1, 2019": 9490, "June 2, 2018": 7071, "June 3, 2017": 2804}, "Total assets": {"June 1, 2019": 128470, "June 2, 2018": 134056, "June 3, 2017": 131871}, "Total liabilities": {"June 1, 2019": 7600, "June 2, 2018": 5859, "June 3, 2017": 6543}, "Total equity": {"June 1, 2019": 120870, "June 2, 2018": 128197, "June 3, 2017": 125328}}

Question: What is the increase in net sales from 2018 to 2019?
Answer: 4691
{"Gregory S. Clark": {"Number of Shares Acquired on Exercise (#)": "\u2014", "Value Realized on Exercise (1)($)$)": "\u2014", "Number of Shares Acquired on Vesting(2) (#)": 342338, "Value Realized on Vesting (3)($)$)": 7467791}, "Nicholas R. Noviello": {"Number of Shares Acquired on Exercise (#)": 332155, "Value Realized on Exercise (1)($)$)": 4699993, "Number of Shares Acquired on Vesting(2) (#)": 111855, "Value Realized on Vesting (3)($)$)": 2419818}, "Amy L. Cappellanti-Wolf": {"Number of Shares Acquired on Exercise (#)": "\u2014", "Value Realized on Exercise (1)($)$)": "\u2014", "Number of Shares Acquired on Vesting(2) (#)": 92644, "Value Realized on Vesting (3)($)$)": 1997239}, "Samir Kapuria": {"Number of Shares Acquired on Exercise (#)": "\u2014", "Value Realized on Exercise (1)($)$)": "\u2014", "Number of Shares Acquired on Vesting(2) (#)": 112125, "Value Realized on Vesting (3)($)$)": 2497640}, "Scott C. Taylor": {"Number of Shares Acquired on Exercise (#)": "\u2014", "Value Realized on Exercise (1)($)$)": "\u2014", "Number of Shares Acquired on Vesting(2) (#)": 103798, "Value Realized on Vesting (3)($)$)": 2216595}}

Question: What is the total value realized on vesting for stock awards for all named executive officers?
Answer: 16599083

Question: How much more shares acquired on vesting did Gregory S. Clark have over  Nicholas R. Noviello?
Answer: 230483
{"Year Ended May 31, -- ": {"2019": "", "Actual": "", "Constant": "Percent Change", "2018": ""}, "Year Ended May 31, -- (Dollars in millions)": {"2019": 2019, "Actual": "Actual", "Constant": "Constant", "2018": 2018}, "Year Ended May 31, -- General and administrative (1)": {"2019": 1093, "Actual": -1, "Constant": 2, "2018": 1102}, "Year Ended May 31, -- Stock-based compensation": {"2019": 172, "Actual": -5, "Constant": -5, "2018": 180}, "Year Ended May 31, -- Total expenses": {"2019": 1265, "Actual": -1, "Constant": 1, "2018": 1282}, "Year Ended May 31, -- % of Total Revenues": {"2019": 3, "Actual": "", "Constant": "", "2018": 3}}

Question: By how much less did the company spend for stock-based compensation in 2019 compared to 2018?
Answer: 8

Question: What is the average total expenses in 2018 and 2019?
Answer: 1273.5

Question: What was the average general and administrative expenses for 2019 and 2018? 
Answer: 1097.5
{"": {"2019": "", "2018": "(in thousands)", "2017": ""}, "Current assets(*)": {"2019": 351597, "2018": 339562, "2017": 362477}, "Current liabilities": {"2019": 318672, "2018": 239327, "2017": 316101}, "Working capital": {"2019": 32925, "2018": 100235, "2017": 46376}}

Question: What is the increase / (decrease) in the current assets from 2018 to 2019?
Answer: 12035

Question: What is the increase / (decrease) in the working capital from 2018 to 2019?
Answer: -67310
{"Statutory federal income tax rate": {"Dec 28, 2019": 21.0, "Dec 29, 2018": 21.0, "Dec 30, 2017": 35.0}, "Increase (reduction) in rate resulting from: -- Non-U.S. income taxed at different rates": {"Dec 28, 2019": -3.7, "Dec 29, 2018": -3.6, "Dec 30, 2017": -7.6}, "Increase (reduction) in rate resulting from: -- Research and development tax credits": {"Dec 28, 2019": -2.3, "Dec 29, 2018": -2.7, "Dec 30, 2017": -2.3}, "Increase (reduction) in rate resulting from: -- Domestic manufacturing deduction benefit": {"Dec 28, 2019": "\u2014", "Dec 29, 2018": "\u2014", "Dec 30, 2017": -1.3}, "Increase (reduction) in rate resulting from: -- Foreign derived intangible income benefit": {"Dec 28, 2019": -3.2, "Dec 29, 2018": -3.7, "Dec 30, 2017": "\u2014"}, "Increase (reduction) in rate resulting from: -- Tax Reform": {"Dec 28, 2019": "\u2014", "Dec 29, 2018": -1.3, "Dec 30, 2017": 26.8}, "Increase (reduction) in rate resulting from: -- ISecG divestiture": {"Dec 28, 2019": "\u2014", "Dec 29, 2018": "\u2014", "Dec 30, 2017": 3.3}, "Increase (reduction) in rate resulting from: -- Other": {"Dec 28, 2019": 0.7, "Dec 29, 2018": -0.1, "Dec 30, 2017": -1.1}, "Increase (reduction) in rate resulting from: -- Effective tax rate": {"Dec 28, 2019": 12.5, "Dec 29, 2018": 9.7, "Dec 30, 2017": 52.8}}

Question: What is the percentage change of the effective tax rate from 2018 to 2019?
Answer: 28.87
{"Defined benefit pension plans and other post-employment benefits: -- Prior service credits": {"2019": 0.1, "2018": 0.3, "2017": 1.3, "Location of Amount Reclassified from AOCL": ""}, "Defined benefit pension plans and other post-employment benefits: -- Actuarial losses": {"2019": -4.9, "2018": -3.1, "2017": -10.0, "Location of Amount Reclassified from AOCL": ""}, "Defined benefit pension plans and other post-employment benefits: -- Total pre-tax amount": {"2019": -4.8, "2018": -2.8, "2017": -8.7, "Location of Amount Reclassified from AOCL": "Other (expense) income, net"}, "Defined benefit pension plans and other post-employment benefits: -- Tax benefit": {"2019": 1.2, "2018": 0.7, "2017": 2.5, "Location of Amount Reclassified from AOCL": ""}, "Defined benefit pension plans and other post-employment benefits: -- Net of tax": {"2019": -3.6, "2018": -2.1, "2017": -6.2, "Location of Amount Reclassified from AOCL": ""}, "Net gains (losses) on cash flow hedging derivatives:(1) -- Foreign currency forward contracts": {"2019": 1.6, "2018": 0.2, "2017": 0.9, "Location of Amount Reclassified from AOCL": "Cost of sales"}, "Net gains (losses) on cash flow hedging derivatives:(1) -- Interest rate and currency swaps": {"2019": "\u2014", "2018": "\u2014", "2017": -3.4, "Location of Amount Reclassified from AOCL": ""}, "Net gains (losses) on cash flow hedging derivatives:(1) -- Treasury locks": {"2019": 0.1, "2018": 0.1, "2017": 0.1, "Location of Amount Reclassified from AOCL": "Interest expense, net"}, "Net gains (losses) on cash flow hedging derivatives:(1) -- Total pre-tax amount": {"2019": 1.7, "2018": 0.3, "2017": -2.4, "Location of Amount Reclassified from AOCL": ""}, "Net gains (losses) on cash flow hedging derivatives:(1) -- Tax (expense) benefit": {"2019": -0.6, "2018": -0.1, "2017": 0.8, "Location of Amount Reclassified from AOCL": ""}, "Net gains (losses) on cash flow hedging derivatives:(1) -- Net of tax": {"2019": 1.1, "2018": 0.2, "2017": -1.6, "Location of Amount Reclassified from AOCL": ""}, "Net gains (losses) on cash flow hedging derivatives:(1) -- Total reclassifications for the period": {"2019": -2.5, "2018": -1.9, "2017": -7.8, "Location of Amount Reclassified from AOCL": ""}}

Question: What is the total Prior service credits for the 3 years?
Answer: 1.7

Question: For Treasury locks in 2019, What is the Net of tax expressed as a percentage of Total pre-tax amount?
Answer: 64.71
{"Capital expenditures 20172019 -- SEKbillion": {"2019": 2019.0, "2018": 2018.0, "2017": 2017.0}, "Capital expenditures 20172019 -- Capital expenditures": {"2019": 5.1, "2018": 4.0, "2017": 3.9}, "Capital expenditures 20172019 -- Of which in Sweden": {"2019": 2.0, "2018": 1.3, "2017": 1.5}, "Capital expenditures 20172019 -- Share of annual sales": {"2019": 2.3, "2018": 1.9, "2017": 1.9}}

Question: What is the change between capital expenditure in 2019 and 2018?
Answer: 1.1

Question: What is the change in share of annual sales between 2018 and 2019?
Answer: 0.4
{"Beginning balance": {"2019": 40220, "2018": 36149, "2017": 15949}, "Additions related to current period sales": {"2019": 52271, "2018": 58865, "2017": 41365}, "Warranty costs incurred in the current period": {"2019": -54538, "2018": -51935, "2017": -31825}, "Accruals resulting from acquisitions": {"2019": 21, "2018": 179, "2017": 14314}, "Adjustments to accruals related to foreign exchange and other": {"2019": -1514, "2018": -3038, "2017": -3654}, "Ending balance": {"2019": 36460, "2018": 40220, "2017": 36149}}

Question: What was the change in Beginning balance in 2019 from 2018?
Answer: 4071

Question: What was the percentage change in Beginning balance in 2019 from 2018?
Answer: 11.26
{"Revenues -- ACI On Premise": {"2019": 579334, "2018": 576755, "2017": 598590}, "Revenues -- ACI On Demand": {"2019": 678960, "2018": 433025, "2017": 425601}, "Revenues -- Total revenue": {"2019": 1258294, "2018": 1009780, "2017": 1024191}, "Segment Adjusted EBITDA -- ACI On Premise": {"2019": 321305, "2018": 323902, "2017": 347094}, "Segment Adjusted EBITDA -- ACI On Demand": {"2019": 66501, "2018": 12015, "2017": -1832}, "Segment Adjusted EBITDA -- Depreciation and amortization": {"2019": -122569, "2018": -97350, "2017": -102224}, "Segment Adjusted EBITDA -- Stock-based compensation expense": {"2019": -36763, "2018": -20360, "2017": -13683}, "Segment Adjusted EBITDA -- Corporate and unallocated expenses": {"2019": -104718, "2018": -92296, "2017": -144715}, "Segment Adjusted EBITDA -- Interest, net": {"2019": -52066, "2018": -30388, "2017": -38449}, "Segment Adjusted EBITDA -- Other, net": {"2019": 520, "2018": -3724, "2017": -2619}, "Segment Adjusted EBITDA -- Income before income taxes": {"2019": 72210, "2018": 91799, "2017": 43572}, "Depreciation and amortization -- ACI On Premise": {"2019": 11992, "2018": 11634, "2017": 13094}, "Depreciation and amortization -- ACI On Demand": {"2019": 34395, "2018": 31541, "2017": 34171}, "Depreciation and amortization -- Corporate": {"2019": 76182, "2018": 54175, "2017": 54959}, "Depreciation and amortization -- Total depreciation and amortization": {"2019": 122569, "2018": 97350, "2017": 102224}, "Stock-based compensation expense -- ACI On Premise": {"2019": 7651, "2018": 4348, "2017": 2234}, "Stock-based compensation expense -- ACI On Demand": {"2019": 7995, "2018": 4338, "2017": 2230}, "Stock-based compensation expense -- Corporate": {"2019": 21117, "2018": 11674, "2017": 9219}, "Stock-based compensation expense -- Total stock-based compensation expense": {"2019": 36763, "2018": 20360, "2017": 13683}}

Question: What was the change in ACI on demand revenue between 2018 and 2019?
Answer: 245935

Question: What was the change in total revenue between 2018 and 2017?
Answer: -14411

Question: What was the percentage change in Total stock-based compensation expense between 2018 and 2019?
Answer: 80.56
{"Balance sheet -- Current assets": {"2019": 64507, "2018": 172554}, "Balance sheet -- Non-current assets": {"2019": 1300065, "2018": 1392710}, "Balance sheet -- Current liabilities": {"2019": -496029, "2018": -278728}, "Balance sheet -- Non-current liabilities": {"2019": -418578, "2018": -842786}}

Question: What was the change in current assets between 2018 and 2019?
Answer: -108047

Question: What was the percentage change in non-current assets between 2018 and 2019?
Answer: -6.65
{"": {"Year-ended 31 March 2019": "$M", "Year-ended 31 March 2018 Restated See note 2": "$M"}, "Current income tax: -- UK corporation tax": {"Year-ended 31 March 2019": 1.3, "Year-ended 31 March 2018 Restated See note 2": 1.2}, "Current income tax: -- Adjustments in respect of previous years UK tax": {"Year-ended 31 March 2019": 0.3, "Year-ended 31 March 2018 Restated See note 2": 0.3}, "Current income tax: -- Overseas tax before exceptional items": {"Year-ended 31 March 2019": 22.2, "Year-ended 31 March 2018 Restated See note 2": 23.0}, "Current income tax: -- Adjustment in respect of previous years": {"Year-ended 31 March 2019": 13.1, "Year-ended 31 March 2018 Restated See note 2": 10.2}, "Current income tax: -- Total current tax charge": {"Year-ended 31 March 2019": 36.9, "Year-ended 31 March 2018 Restated See note 2": 34.7}, "Deferred tax: -- Origination and reversal of temporary differences": {"Year-ended 31 March 2019": 2.5, "Year-ended 31 March 2018 Restated See note 2": -16.7}, "Deferred tax: -- Impact of changes in US tax rate": {"Year-ended 31 March 2019": "-", "Year-ended 31 March 2018 Restated See note 2": 5.4}, "Deferred tax: -- Adjustment in respect of previous years": {"Year-ended 31 March 2019": -12.7, "Year-ended 31 March 2018 Restated See note 2": -3.5}, "Deferred tax: -- Total deferred tax credit": {"Year-ended 31 March 2019": -10.2, "Year-ended 31 March 2018 Restated See note 2": -14.8}, "Deferred tax: -- Total income tax charge": {"Year-ended 31 March 2019": 26.7, "Year-ended 31 March 2018 Restated See note 2": 19.9}}

Question: What was the change in Total income tax charge in 2019 from 2018?
Answer: 6.8

Question: What was the percentage change in Total income tax charge in 2019 from 2018?
Answer: 34.17
{"Projected benefit obligation": {"2019": 21190, "2018": 19510}, "Accumulated benefit obligation": {"2019": 21134, "2018": 19461}, "Fair value of plan assets": {"2019": 19388, "2018": 17757}}

Question: What is the change in the projected benefit obligation from 2018 to 2019?
Answer: 1680
{"": {"2019": "\u00a3m", "(Restated) 2018": "\u00a3m"}, "Trade receivables": {"2019": 27.0, "(Restated) 2018": 28.8}, "Less: provision for impairment of trade receivables": {"2019": -2.1, "(Restated) 2018": -3.4}, "Net trade receivables": {"2019": 24.9, "(Restated) 2018": 25.4}, "Accrued income": {"2019": 28.0, "(Restated) 2018": 26.7}, "Prepayments": {"2019": 2.9, "(Restated) 2018": 2.7}, "Other receivables": {"2019": 0.3, "(Restated) 2018": 0.1}, "Total": {"2019": 56.1, "(Restated) 2018": 54.9}}

Question: What was the change in Prepayments in 2019 from 2018?
Answer: 0.2

Question: What was the percentage change in Prepayments in 2019 from 2018?
Answer: 7.41
{"": {"2019": "\u00a3m", "2018": "\u00a3m"}, "Salaries and short-term benefits": {"2019": 4.1, "2018": 3.7}, "Post-retirement benefits": {"2019": 0.5, "2018": 0.4}, "Share-based payments": {"2019": 1.7, "2018": 1.3}, "Total Directors' remuneration": {"2019": 6.3, "2018": 5.4}}

Question: What was the change in the total directors' remuneration in 2019 from 2018?
Answer: 0.9

Question: What was the percentage change in the total directors' remuneration in 2019 from 2018?
Answer: 16.67
{"United States": {"2019": 521.1, "2018": 393.3}, "Thailand": {"2019": 209.3, "2018": 215.5}, "Various other countries": {"2019": 266.3, "2018": 159.1}, "Total long-lived assets": {"2019": 996.7, "2018": 767.9}}

Question: What was the change in the amount of assets in Thailand between 2018 and 2019?
Answer: -6.2

Question: What was the percentage change in total long-lived assets between 2018 and 2019?
Answer: 29.8
{"": {"Grant Date": "", "Estimated Future Payouts Under Non-Equity Incentive Plan Awards (1)": "Target ($)", "All Other Stock Awards: Number of Shares of Stock or  Units (#)": "", "All Other Option Awards: Number of Securities Underlying Options (#)": "", "Exercise or Base Price of Option Awards ($/Sh)": "", "Grant Date Fair Value of Stock and Option Awards": ""}, "Barry Litwin": {"Grant Date": "-", "Estimated Future Payouts Under Non-Equity Incentive Plan Awards (1)": 1113750, "All Other Stock Awards: Number of Shares of Stock or  Units (#)": "", "All Other Option Awards: Number of Securities Underlying Options (#)": "", "Exercise or Base Price of Option Awards ($/Sh)": "", "Grant Date Fair Value of Stock and Option Awards": ""}, "Thomas Clark": {"Grant Date": "-", "Estimated Future Payouts Under Non-Equity Incentive Plan Awards (1)": 225000, "All Other Stock Awards: Number of Shares of Stock or  Units (#)": "", "All Other Option Awards: Number of Securities Underlying Options (#)": "", "Exercise or Base Price of Option Awards ($/Sh)": "", "Grant Date Fair Value of Stock and Option Awards": ""}, "Robert Dooley": {"Grant Date": "-", "Estimated Future Payouts Under Non-Equity Incentive Plan Awards (1)": 615000, "All Other Stock Awards: Number of Shares of Stock or  Units (#)": "", "All Other Option Awards: Number of Securities Underlying Options (#)": "", "Exercise or Base Price of Option Awards ($/Sh)": "", "Grant Date Fair Value of Stock and Option Awards": ""}, "Eric Lerner": {"Grant Date": "-", "Estimated Future Payouts Under Non-Equity Incentive Plan Awards (1)": 300900, "All Other Stock Awards: Number of Shares of Stock or  Units (#)": "", "All Other Option Awards: Number of Securities Underlying Options (#)": "", "Exercise or Base Price of Option Awards ($/Sh)": "", "Grant Date Fair Value of Stock and Option Awards": ""}, "Manoj Shetty": {"Grant Date": "-", "Estimated Future Payouts Under Non-Equity Incentive Plan Awards (1)": 241535, "All Other Stock Awards: Number of Shares of Stock or  Units (#)": "", "All Other Option Awards: Number of Securities Underlying Options (#)": "", "Exercise or Base Price of Option Awards ($/Sh)": "", "Grant Date Fair Value of Stock and Option Awards": ""}, "Lawrence Reinhold": {"Grant Date": "N/A", "Estimated Future Payouts Under Non-Equity Incentive Plan Awards (1)": "N/A", "All Other Stock Awards: Number of Shares of Stock or  Units (#)": "", "All Other Option Awards: Number of Securities Underlying Options (#)": "", "Exercise or Base Price of Option Awards ($/Sh)": "", "Grant Date Fair Value of Stock and Option Awards": ""}}

Question: What is the total target payout under the 2019 NEO Plan for the highest and lowest paying Named Executive Officer under the 2019 NEO Plan?
Answer: 1338750
{"Contract Assets -- Prepaid rebates included in Other current assets": {"2019": 64, "2018": 65}, "Contract Assets -- Prepaid rebates included in Other assets": {"2019": 1853, "2018": 999}, "Contract Assets -- Total Contract Assets": {"2019": 1917, "2018": 1064}, "Contract Liabilities -- Customer discounts and price concessions included in Accrued expenses and other liabilities": {"2019": -2070, "2018": -1656}, "Contract Liabilities -- Customer rights of return included in Accrued expenses and other liabilities": {"2019": -807, "2018": -325}, "Contract Liabilities -- Total Contract Liabilities": {"2019": -2877, "2018": -1981}}

Question: What was the change in the Prepaid rebates included in Other assets between 2018 and 2019?
Answer: 854