kensho/bizbench huggingface dataset:
{"": {"2019": "$ million", "2018": "$ million", "Per cent": "change"}, "Employee remuneration costs1": {"2019": 220.5, "2018": 208.9, "Per cent": 5.6}, "Distributions to shareholders2": {"2019": 28.6, "2018": 54.8, "Per cent": -47.8}, "Adjusted operating profit3": {"2019": 92.9, "2018": 77.1, "Per cent": 20.5}}

Question: What was the change in adjusted operating profit?
Answer: 15.8
{"Americas": {"2019": 89944, "2018": 112506, "2017": 122893}, "Japan": {"2019": 59454, "2018": 55205, "2017": 51488}, "Asia Pacific, excluding Japan": {"2019": 35689, "2018": 36897, "2017": 33189}, "EMEA": {"2019": 27541, "2018": 27615, "2017": 27859}, "Total": {"2019": 212628, "2018": 232223, "2017": 235429}}

Question: What is the total revenue earned by the company between 2017 to 2019?
Answer: 680280

Question: What is the total revenue earned in EMEA between 2017 to 2019?
Answer: 83015
{"Balance at beginning of period": {"2019": 8623, "2018": 9724, "2017": 8548}, "Plus: Amounts charged to cost and expenses": {"2019": 4569, "2018": 7392, "2017": 6951}, "Less: Deductions": {"2019": -4798, "2018": -8493, "2017": -5775}, "Balance at end of period": {"2019": 8394, "2018": 8623, "2017": 9724}}

Question: What was the change in the balance at the beginning of period between 2018 and 2019?
Answer: -1101

Question: What was the change in the balance at the end of period between 2018 and 2019?
Answer: -229

Question: What was the percentage change in amounts charged to cost and expenses between 2017 and 2018?
Answer: 6.34
{"Debt: -- Principal payments": {"1 Year": "$\u2014", "2 to 3 Years": 63000, "4 to 5 Years": "$\u2014", "More Than 5 Years": "$\u2014", "Total": 63000}, "Debt: -- Interest payments1": {"1 Year": 2206, "2 to 3 Years": 3876, "4 to 5 Years": "\u2014", "More Than 5 Years": "\u2014", "Total": 6082}, "Debt: -- Unused line fee payments": {"1 Year": 126, "2 to 3 Years": 222, "4 to 5 Years": "\u2014", "More Than 5 Years": "\u2014", "Total": 348}, "Debt: -- Operating lease commitments": {"1 Year": 9818, "2 to 3 Years": 18823, "4 to 5 Years": 15840, "More Than 5 Years": 10893, "Total": 55374}, "Debt: -- Subsidiary unit award liabilities2": {"1 Year": 141, "2 to 3 Years": "\u2014", "4 to 5 Years": "\u2014", "More Than 5 Years": "\u2014", "Total": 141}, "Debt: -- Other long-term liabilities": {"1 Year": "\u2014", "2 to 3 Years": 4375, "4 to 5 Years": 2513, "More Than 5 Years": 601, "Total": 7489}, "Debt: -- Other commitments 3": {"1 Year": 624, "2 to 3 Years": 290, "4 to 5 Years": "\u2014", "More Than 5 Years": "\u2014", "Total": 914}, "Debt: -- Total contractual obligations": {"1 Year": 12915, "2 to 3 Years": 90586, "4 to 5 Years": 18353, "More Than 5 Years": 11494, "Total": 133348}}

Question: What was the difference between total other long-term liabilities and total other commitments?
Answer: 6575

Question: What was the change in total contractual obligations between 1 Year and 2 to 3 Year periods?
Answer: 77671

Question: What was unused line fee payments as a percentage of total contractual obligations across all periods?
Answer: 0.26
{"Cash and cash equivalents": {"December 31, 2019": 19505, "December 31, 2018": 18017}, "Restricted cash": {"December 31, 2019": 1205, "December 31, 2018": 1444}, "Total cash, cash equivalents and restricted cash in the consolidated statements of cash flows": {"December 31, 2019": 20710, "December 31, 2018": 19461}}

Question: What is the change in the cash and cash equivalents between 2019 and 2018?
Answer: 1488
{"Cash": {"2019": 85688, "2018": 99197}, "Money market funds and other": {"2019": 138073, "2018": 198072}, "Restricted cash": {"2019": 2493, "2018": 417}, "Total cash and cash equivalents and restricted cash": {"2019": 226254, "2018": 297686}}

Question: What was the change in the Restricted cash between 2018 and 2019?
Answer: 2076

Question: What was the percentage change in the Total cash and cash equivalents and restricted cash between 2018 and 2019?
Answer: -24
{"Accounting": {"December 31, 2019": 36161, "December 31, 2018": 52365}, "Research and development": {"December 31, 2019": 650584, "December 31, 2018": 137114}, "Legal": {"December 31, 2019": 15273, "December 31, 2018": 32161}, "Other": {"December 31, 2019": 163029, "December 31, 2018": 10048}, "Total": {"December 31, 2019": 865047, "December 31, 2018": 231688}}

Question: What is the value of accounting related accounts payable as a percentage of the 2019 total accounts payable and accrued expenses?
Answer: 4.18

Question: What is the percentage change in the accounts payable and accrued expenses between 2018 and 2019?
Answer: 273.37
{"Qualified Plan: -- Interest cost": {"2019": 19825, "2018": 19463, "2017": 19889}, "Qualified Plan: -- Expected return on plan assets": {"2019": -26334, "2018": -26467, "2017": -26811}, "Qualified Plan: -- Actuarial loss": {"2019": 2754, "2018": 3331, "2017": 4455}, "Qualified Plan: -- Net periodic benefit credit": {"2019": -3755, "2018": -3673, "2017": -2467}, "SERP: -- Service cost": {"2019": "$\u2014", "2018": 490, "2017": 855}, "SERP: -- Interest cost": {"2019": 3080, "2018": 2894, "2017": 2850}, "SERP: -- Actuarial loss": {"2019": 1207, "2018": 1538, "2017": 1659}, "SERP: -- Amortization of unrecognized prior service cost": {"2019": 115, "2018": 146, "2017": 153}, "SERP: -- Net periodic benefit cost": {"2019": 4402, "2018": 5068, "2017": 5517}, "Postretirement health plans: -- Interest cost": {"2019": 997, "2018": 955, "2017": 1003}, "Postretirement health plans: -- Actuarial (gain) loss": {"2019": -159, "2018": -27, "2017": 162}, "Postretirement health plans: -- Net periodic benefit cost": {"2019": 838, "2018": 928, "2017": 1165}}

Question: For Qualified Plan, what is the difference in interest cost between 2018 and 2019?
Answer: 362

Question: For Postretirement health plans, what is the percentage constitution of interest cost among the net periodic benefit cost in 2017?
Answer: 86.09
{"Accounts and other receivable, net": {"Preliminary: September 10, 2019": 128221, "Measurement Period Adjustments": "$  -", "Preliminary: December 31, 2019": 128221}, "Inventories": {"Preliminary: September 10, 2019": 140678, "Measurement Period Adjustments": -900, "Preliminary: December 31, 2019": 139778}, "Property and equipment": {"Preliminary: September 10, 2019": 65016, "Measurement Period Adjustments": -1984, "Preliminary: December 31, 2019": 63032}, "Operating lease right-of-use assets": {"Preliminary: September 10, 2019": 60217, "Measurement Period Adjustments": -144, "Preliminary: December 31, 2019": 60073}, "Goodwill": {"Preliminary: September 10, 2019": 143262, "Measurement Period Adjustments": -30222, "Preliminary: December 31, 2019": 113040}, "Intangible assets": {"Preliminary: September 10, 2019": 125000, "Measurement Period Adjustments": -1000, "Preliminary: December 31, 2019": 124000}, "Deferred income tax assets": {"Preliminary: September 10, 2019": 14767, "Measurement Period Adjustments": -14767, "Preliminary: December 31, 2019": "\u2014"}, "Other assets": {"Preliminary: September 10, 2019": 61511, "Measurement Period Adjustments": 2507, "Preliminary: December 31, 2019": 64018}, "Total assets acquired": {"Preliminary: September 10, 2019": 738672, "Measurement Period Adjustments": -46510, "Preliminary: December 31, 2019": 692162}, "Accounts payable": {"Preliminary: September 10, 2019": 144652, "Measurement Period Adjustments": 50, "Preliminary: December 31, 2019": 144702}, "Operating lease liability": {"Preliminary: September 10, 2019": 59634, "Measurement Period Adjustments": 477, "Preliminary: December 31, 2019": 60111}, "Pension liability": {"Preliminary: September 10, 2019": 48494, "Measurement Period Adjustments": 192, "Preliminary: December 31, 2019": 48686}, "Deferred income tax liabilities": {"Preliminary: September 10, 2019": 37218, "Measurement Period Adjustments": -31372, "Preliminary: December 31, 2019": 5846}, "Other liabilities": {"Preliminary: September 10, 2019": 80876, "Measurement Period Adjustments": -9312, "Preliminary: December 31, 2019": 71564}, "Total liabilities assumed": {"Preliminary: September 10, 2019": 370874, "Measurement Period Adjustments": -39965, "Preliminary: December 31, 2019": 330909}, "Total fair value of net assets acquired": {"Preliminary: September 10, 2019": 367798, "Measurement Period Adjustments": -6545, "Preliminary: December 31, 2019": 361253}}

Question: What was the Preliminary percentage change of total liabilities assumed between September and December 2019?
Answer: -10.78

Question: What was the Preliminary percentage change of total fair value of net assets acquired between September and December 2019?
Answer: -1.78

Question: What was the Preliminary percentage change of other liabilities between September and December 2019?
Answer: -11.51
{"Bell Wireless": {"PERPETUITY GROWTH RATE": 0.8, "DISCOUNT RATE": 9.1}, "Bell Wireline": {"PERPETUITY GROWTH RATE": 1.0, "DISCOUNT RATE": 6.0}, "Bell Media": {"PERPETUITY GROWTH RATE": 1.0, "DISCOUNT RATE": 8.0}}

Question: What is the difference in the perpetuity growth rate between Bell Wireless and Bell Wireline?
Answer: 0.2

Question: What is the difference in the discount rate between Bell Wireline and Bell Media?
Answer: 2
{"Digital Media": {"2019": 7208.3, "2018": 5857.7, "2017": 4480.8, "% Change 2019 - 2018": 23.0}, "Digital Experience": {"2019": 2670.7, "2018": 1949.3, "2017": 1552.5, "% Change 2019 - 2018": 37.0}, "Publishing": {"2019": 115.5, "2018": 115.2, "2017": 100.6, "% Change 2019 - 2018": "*"}, "Total subscription revenue": {"2019": 9994.5, "2018": 7922.2, "2017": 6133.9, "% Change 2019 - 2018": 26.0}}

Question: What is the percentage change in publishing between 2018 and 2019?
Answer: 0.26

Question: What was the percentage change in total subscription revenue for 2018-2017? 
Answer: 29.15

Question: What is the sum of digital media and digital experience revenue in 2017?
Answer: 6033.3
{"": {"31 March 2019": "\u00a3m", "1 April 2018": "\u00a3m"}, "Contract assets -- Current": {"31 March 2019": 1353, "1 April 2018": 1417}, "Contract assets -- Non-current": {"31 March 2019": 249, "1 April 2018": 198}, "Contract assets -- ": {"31 March 2019": 1602, "1 April 2018": 1615}, "Contract liabilities -- Current": {"31 March 2019": 1225, "1 April 2018": 1406}, "Contract liabilities -- Non-current": {"31 March 2019": 200, "1 April 2018": 87}, "Contract liabilities -- ": {"31 March 2019": 1425, "1 April 2018": 1493}}

Question: What is the change in Contract assets: Current from 31 March 2019 to 1 April 2018?
Answer: -64

Question: What is the change in Contract assets: Non-Current from 31 March 2019 to 1 April 2018?
Answer: 51

Question: What is the change in Contract liabilities: Current from 31 March 2019 to 1 April 2018?
Answer: -181
{"Biogas (MWh)": {"2019": 17045, "2018": 15958}, "Natural gas (MWh)": {"2019": 238081, "2018": 278849}, "PG (MWh)": {"2019": 866, "2018": 1513}, "Fuel oils (MWh)": {"2019": 580, "2018": 648}, "Coal (MWh)": {"2019": 0, "2018": 0}, "Electricity (MWh)": {"2019": 195796, "2018": 196965}, "Heat and steam (MWh)": {"2019": 212482, "2018": 272985}, "Total energy (MWh)(a)": {"2019": 408280, "2018": 469950}, "Total Scope 1 emissions (tonnes CO2e)": {"2019": 48178, "2018": 56533}, "Total Scope 2 emissions (tonnes COe)(b)2": {"2019": 702, "2018": 3067}}

Question: What is the increase in the Biogas from 2018 to 2019?
Answer: 1087
{"Balance as of the beginning of the year": {"2019": 65882, "2018": 47566, "2017": 20442}, "Increase related to acquisitions": {"2019": "\u2014", "2018": "\u2014", "2017": 25151}, "Tax positions related to current year: -- Additions": {"2019": 605, "2018": 19033, "2017": 1326}, "Tax positions related to current year: -- Reductions": {"2019": "\u2014", "2018": "\u2014", "2017": "\u2014"}, "Tax positions related to prior year: -- Additions": {"2019": 448, "2018": 117, "2017": 4951}, "Tax positions related to prior year: -- Reductions": {"2019": -6071, "2018": "\u2014", "2017": -65}, "Tax positions related to prior year: -- Lapses in statutes of limitations": {"2019": -639, "2018": -700, "2017": -610}, "Tax positions related to prior year: -- Decrease in unrecognized tax benefits based on audit results": {"2019": "\u2014", "2018": "\u2014", "2017": -5217}, "Tax positions related to prior year: -- Foreign currency revaluation adjustment": {"2019": -2114, "2018": -134, "2017": 1588}, "Tax positions related to prior year: -- Balance as of end of year": {"2019": 58111, "2018": 65882, "2017": 47566}}

Question: What was the change in Balance as of the beginning of the year in 2019 from 2018?
Answer: 18316

Question: What was the percentage change in Balance as of the beginning of the year in 2019 from 2018?
Answer: 38.51
{"Net sales:       -- AMER ": {"2019": 1429308, "2018": 1218944, "2017": 1166346}, "Net sales:       -- APAC ": {"2019": 1557205, "2018": 1498010, "2017": 1279261}, "Net sales:       -- EMEA ": {"2019": 309933, "2018": 281489, "2017": 192829}, "Net sales:       -- Elimination of inter-segment sales ": {"2019": -132012, "2018": -124935, "2017": -110384}, "Net sales:       -- ": {"2019": 3164434, "2018": 2873508, "2017": 2528052}, "Operating income (loss): -- AMER": {"2019": 57780, "2018": 38637, "2017": 41924}, "Operating income (loss): -- APAC": {"2019": 208178, "2018": 213935, "2017": 200103}, "Operating income (loss): -- EMEA": {"2019": 4475, "2018": 1447, "2017": -6197}, "Operating income (loss): -- Corporate and other costs": {"2019": -128378, "2018": -135736, "2017": -105922}, "Operating income (loss): -- ": {"2019": 142055, "2018": 118283, "2017": 129908}, "Other income (expense): -- Interest expense": {"2019": -12853, "2018": -12226, "2017": -13578}, "Other income (expense): -- Interest income": {"2019": 1949, "2018": 4696, "2017": 5042}, "Other income (expense): -- Miscellaneous, net": {"2019": -5196, "2018": -3143, "2017": 451}, "Other income (expense): -- Income before income taxes": {"2019": 125955, "2018": 107610, "2017": 121823}}

Question: What was the change in the net sales from APAC between 2017 and 2018?
Answer: 218749

Question: What was the percentage change in the total net sales between 2018 and 2019?
Answer: 10.12
{"Income Statement Data -- Revenues": {"2019": 43215.0, "2018 (1) (2)": 40993.0, "2017 (1) (3)": 36177.0, "2016 (1) (4)": 34254.0, "2015 (1) (5)": 32406.0}, "Income Statement Data -- Operating income": {"2019": 6305.0, "2018 (1) (2)": 5899.0, "2017 (1) (3)": 5191.0, "2016 (1) (4)": 4846.0, "2015 (1) (5)": 4526.0}, "Income Statement Data -- Net income": {"2019": 4846.0, "2018 (1) (2)": 4215.0, "2017 (1) (3)": 3635.0, "2016 (1) (4)": 4350.0, "2015 (1) (5)": 3274.0}, "Income Statement Data -- Net income attributable to Accenture plc": {"2019": 4779.0, "2018 (1) (2)": 4060.0, "2017 (1) (3)": 3445.0, "2016 (1) (4)": 4112.0, "2015 (1) (5)": 3054.0}, "Earnings Per Class A Ordinary Share -- Basic": {"2019": 7.49, "2018 (1) (2)": 6.46, "2017 (1) (3)": 5.56, "2016 (1) (4)": 6.58, "2015 (1) (5)": 4.87}, "Earnings Per Class A Ordinary Share -- Diluted": {"2019": 7.36, "2018 (1) (2)": 6.34, "2017 (1) (3)": 5.44, "2016 (1) (4)": 6.45, "2015 (1) (5)": 4.76}, "Earnings Per Class A Ordinary Share -- Dividends per ordinary share": {"2019": 2.92, "2018 (1) (2)": 2.66, "2017 (1) (3)": 2.42, "2016 (1) (4)": 2.2, "2015 (1) (5)": 2.04}}

Question: What is the total dividends per ordinary share in 2018 and 2019? 
Answer: 5.58
{"": {"2019": "$", "2018": "$"}, "Cash and restricted cash": {"2019": 379085, "2018": 568843}, "Other assets  current": {"2019": 148663, "2018": 412388}, "Vessels and equipment, including vessels related to finance leases and advances on  Vessels and equipment, including vessels related to finance leases and advances on newbuilding contracts": {"2019": 3123377, "2018": 6615077}, "Net investment in direct financing leases": {"2019": 4469861, "2018": 3000927}, "Other assets  non-current": {"2019": 169925, "2018": 1957271}, "Current portion of long-term debt and obligations related to finance leases": {"2019": 563776, "2018": 1106812}, "Other liabilities  current": {"2019": 189165, "2018": 563862}, "Long-term debt and obligations related to finance leases": {"2019": 5156307, "2018": 6882426}, "Other liabilities  non-current": {"2019": 243301, "2018": 478311}}

Question: What is the increase/ (decrease) in Cash and restricted cash from December 31, 2019 to December 31, 2018?
Answer: -189758

Question: What is the increase/ (decrease) in Other assets – current from December 31, 2019 to December 31, 2018?
Answer: -263725
{"Time and bareboat charter revenues": {"2019": 263683, "2018": 213923}, "Voyage charter revenues(1)": {"2019": 33275, "2018": 83542}, "Contracts of affreightment revenues": {"2019": 58589, "2018": 68698}, "Total shipping revenues": {"2019": 355547, "2018": 366163}}

Question: What is the change in Time and bareboat charter revenues from Years Ended December 31, 2018 to 2019?
Answer: 49760
{"World": {"20181": 3.6, "20192": 2.9}, "Germany": {"20181": 1.5, "20192": 0.6}, "Western Europe (excl.Germany)": {"20181": 1.9, "20192": 1.3}, "Russia": {"20181": 2.3, "20192": 1.1}, "Eastern Europe (excl.Russia)": {"20181": 4.1, "20192": 3.6}, "Asia": {"20181": 5.6, "20192": 4.9}}

Question: What was the change in the year-on-year percentage change in GDP for Russia from 2018 to 2019?
Answer: -1.2

Question: What was the change in the year-on-year percentage change in GDP for Germany from 2018 to 2019?
Answer: -0.9
{"U.S. property": {"2019 (1)": 22624.6, "2018": 18782.0, "2017": 19032.6}, "Asia property (2)": {"2019 (1)": 5307.8, "2018": 4938.8, "2017": 4770.8}, "Africa property (2)": {"2019 (1)": 4711.1, "2018": 1929.7, "2017": 1673.4}, "Europe property (2)": {"2019 (1)": 1535.3, "2018": 1438.1, "2017": 1540.2}, "Latin America property (2)": {"2019 (1)": 8125.5, "2018": 5594.7, "2017": 5868.4}, "Services": {"2019 (1)": 26.8, "2018": 46.3, "2017": 42.3}, "Other (3)": {"2019 (1)": 470.5, "2018": 280.8, "2017": 286.6}, "Total assets": {"2019 (1)": 42801.6, "2018": 33010.4, "2017": 33214.3}}

Question: What was the change in assets from U.S. property between 2018 and 2019?
Answer: 3842.6
{"U.S. entities": {"2019": -29829, "2018": -74131, "2017": 26552}, "International entities": {"2019": 5052, "2018": 40760, "2017": 18135}, "Total": {"2019": -24777, "2018": -33371, "2017": 44687}}

Question: What was the change in income from International entities between 2018 and 2019?
Answer: -35708
{"Balance at beginning of fiscal year": {"July 27, 2019": 245, "July 28, 2018": 272, "July 29, 2017": 242}, "Restricted stock, stock units, and other share-based awards granted": {"July 27, 2019": -67, "July 28, 2018": -70, "July 29, 2017": -76}, "Share-based awards canceled/forfeited/expired": {"July 27, 2019": 18, "July 28, 2018": 18, "July 29, 2017": 78}, "Shares withheld for taxes and not issued": {"July 27, 2019": 23, "July 28, 2018": 25, "July 29, 2017": 28}, "Other": {"July 27, 2019": 1, "July 28, 2018": "\u2014", "July 29, 2017": "\u2014"}, "Balance at end of fiscal year": {"July 27, 2019": 220, "July 28, 2018": 245, "July 29, 2017": 272}}

Question: What was the change in Balance at beginning of fiscal year between 2017 and 2018?
Answer: 30

Question: What was the percentage change in the balance at end of fiscal year between 2018 and 2019?
Answer: -10.2
{"Accounts payable": {"2019": 1724, "2018": 1933}, "Other current liabilities: -- Accrued rent": {"2019": 75, "2018": 45}, "Other current liabilities: -- Legal contingencies": {"2019": 88, "2018": 30}, "Other current liabilities: -- Other": {"2019": 223, "2018": 282}, "Other current liabilities: -- Total other current liabilities": {"2019": 386, "2018": 357}}

Question: What is the change in accrued rent in 2019?
Answer: 30

Question: What is the percentage change in legal contingencies in 2019?
Answer: 193.33
{"Net sales: -- United States": {"2019": 901.3, "2018": 854.6, "2017": 759.4}, "Net sales: -- Canada": {"2019": 45.6, "2018": 42.3, "2017": 32.4}, "Net sales: -- Consolidated": {"2019": 946.9, "2018": 896.9, "2017": 791.8}}

Question: What is the company's total revenue from continuing operations in 2018 and 2019?
Answer: 1843.8

Question: What is the company's total revenue from continuing operations in 2018 and 2017?
Answer: 1688.7

Question: What is the percentage change in the company's revenue from continuing operations between 2018 and 2019?
Answer: 5.57
{"": {"September 30, 2019": "(Amounts in thousands)", "September 30, 2018": ""}, "Cost of sales": {"September 30, 2019": 7, "September 30, 2018": 5}, "Engineering and development": {"September 30, 2019": 49, "September 30, 2018": 32}, "Selling, general and administrative": {"September 30, 2019": 736, "September 30, 2018": 654}, "Total": {"September 30, 2019": 792, "September 30, 2018": 691}}

Question: What percentage of the total stock based compensation is spent on the cost of sales?
Answer: 0.88

Question: What is the percentage increase in the stock based compensation expense on cost of sales?
Answer: 40

Question: What is the total stock based compensation expense on non-cost of sales related activities?
Answer: 785
{"Land": {"2019": 4575, "2018": 4575}, "Building and land improvements": {"2019": 34797, "2018": 34379}, "Building": {"2019": 68157, "2018": 68183}, "Furniture and fixtures": {"2019": 19959, "2018": 19831}, "Computer hardware and software": {"2019": 74399, "2018": 92071}, "Engineering and other equipment": {"2019": 130430, "2018": 127060}, "Total Property, Plant and Equipment": {"2019": 332317, "2018": 346099}, "Less accumulated depreciation": {"2019": -258609, "2018": -265464}, "Total Property, Plant and Equipment, net": {"2019": 73708, "2018": 80635}}

Question: What was the change in furniture and fixtures between 2018 and 2019?
Answer: 128

Question: What was the change in engineering and other equipment between 2018 and 2019?
Answer: 3370

Question: What was the percentage change in net total property, plant and equipment between 2018 and 2019?
Answer: -8.59
{"Balance at beginning of year": {"2019": 41198, "2018": 29938, "2017": 35584}, "Reductions based on tax positions related to prior year": {"2019": -207, "2018": -820, "2017": -6335}, "Additions based on tax positions related to prior year": {"2019": 9562, "2018": 263, "2017": 108}, "Additions based on tax positions related to current year": {"2019": 16517, "2018": 11860, "2017": 9289}, "Reductions due to tax authorities settlements": {"2019": "\u2014", "2018": -43, "2017": -8603}, "Reductions due to expiration of statutes of limitation": {"2019": -45, "2018": "\u2014", "2017": -105}, "Balance at end of year": {"2019": 67025, "2018": 41198, "2017": 29938}}

Question: What is the difference in the balance at end of year between 2018 and 2019?
Answer: 25827

Question: What is the percentage change of additions based on tax positions related to current year from 2018 to 2019?
Answer: 39.27
{"": {"2019": "", "2018": "(In millions)", "2017": ""}, "Net income attributable to parent company": {"2019": 1032, "2018": 1287, "2017": 802}, "As percentage of net revenues": {"2019": 10.8, "2018": 13.3, "2017": 9.6}}

Question: What is the increase/ (decrease) in net income attributable to parent company from 2018 to 2019?
Answer: -255

Question: What is the increase/ (decrease) in net income attributable to parent company from 2017 to 2018?
Answer: 485
{"1.25% Call Option": {"2019": -9020, "2018": -37474, "2017": 29498}, "1.25% Embedded cash conversion option": {"2019": 9789, "2018": 37803, "2017": -30118}, "Net (loss) income included in other income, net": {"2019": 769, "2018": 329, "2017": -620}}

Question: What is the change in the Net (loss) income included in other income, net from 2018 to 2019?
Answer: 440
{"Net sales": {"2019": "$  \u2014", "2018": 262228, "2017": 378152}, "Costs and expenses: -- Cost of sales": {"2019": "\u2014", "2018": 235279, "2017": 342819}, "Costs and expenses: -- Selling, general and administrative expenses": {"2019": "\u2014", "2018": 11365, "2017": 17487}, "Costs and expenses: -- Amortization of purchased intangibles": {"2019": "\u2014", "2018": 1373, "2017": 2752}, "Costs and expenses: -- Restructuring costs": {"2019": "\u2014", "2018": 7, "2017": 208}, "Costs and expenses: -- Other income": {"2019": "\u2014", "2018": -15, "2017": -46}, "Costs and expenses: -- Earnings from discontinued operations before income taxes": {"2019": "\u2014", "2018": 14219, "2017": 14932}, "Costs and expenses: -- Net loss on sale": {"2019": 1423, "2018": 6131, "2017": "\u2014"}, "Costs and expenses: -- Income tax provision": {"2019": "\u2014", "2018": 3845, "2017": 401}, "Costs and expenses: -- Net income (loss) from discontinued operations": {"2019": -1423, "2018": 4243, "2017": 14531}}

Question: What is the change in net sales in 2018 from 2017?
Answer: -115924

Question: What is the percentage change in net sales in 2018 from 2017?
Answer: -30.66
{"Cost of sales (1)": {"2019": 14.9, "2018": 13.8, "2017": 18.7}, "Research and development": {"2019": 72.0, "2018": 42.5, "2017": 46.8}, "Selling, general and administrative": {"2019": 62.3, "2018": 36.9, "2017": 62.6}, "Special (income) charges and other, net": {"2019": 17.2, "2018": "\u2014", "2017": "\u2014"}, "Pre-tax effect of share-based compensation": {"2019": 166.4, "2018": 93.2, "2017": 128.1}, "Income tax benefit": {"2019": 35.5, "2018": 28.3, "2017": 44.2}, "Net income effect of share-based compensation": {"2019": 130.9, "2018": 64.9, "2017": 83.9}}

Question: What was the change in the cost of sales between 2017 and 2018?
Answer: -4.9

Question: What was the percentage change in the Income tax benefit between 2018 and 2019?
Answer: 25.44
{"Equity investments with readily determinable fair value: -- Enphase Energy, Inc": {"December 29, 2019": 173908, "December 30, 2018": 36225}, "Equity investments with readily determinable fair value: -- Total equity investments with readily determinable fair value": {"December 29, 2019": 173908, "December 30, 2018": 36225}, "Equity investments without readily determinable fair value: -- Project entities": {"December 29, 2019": 2677, "December 30, 2018": 2951}, "Equity investments without readily determinable fair value: -- Other equity investments without readily determinable fair value": {"December 29, 2019": 5859, "December 30, 2018": 5859}, "Equity investments without readily determinable fair value: -- Total equity investments without readily determinable fair value": {"December 29, 2019": 8536, "December 30, 2018": 8810}, "Equity investments with fair value option: -- SunStrong Capital Holdings, LLC": {"December 29, 2019": 8000, "December 30, 2018": 8831}, "Equity investments with fair value option: -- SunStrong Partners, LLC": {"December 29, 2019": 9500, "December 30, 2018": "\u2014"}, "Equity investments with fair value option: -- 8point3 Solar Investco 3 Holdings, LLC": {"December 29, 2019": "\u2014", "December 30, 2018": "\u2014"}, "Equity investments with fair value option: -- Total equity investment with fair value option": {"December 29, 2019": 17500, "December 30, 2018": 8831}, "Equity method investments -- Huansheng Corporation": {"December 29, 2019": 26533, "December 30, 2018": 32784}, "Equity method investments -- Project entities": {"December 29, 2019": 125, "December 30, 2018": 2044}, "Equity method investments -- Total equity method investments": {"December 29, 2019": 26658, "December 30, 2018": 34828}, "Equity method investments -- Total equity investments": {"December 29, 2019": 226602, "December 30, 2018": 88694}}

Question: What was the change in total equity method investments from 2018 to 2019?
Answer: -8170

Question: What was the percentage change in total equity investments from 2018 to 2019?
Answer: 155.49
{"Derivatives designated as hedging instruments:    -- Foreign exchange forward contracts": {"Prepaid Expenses and Other Current Assets": 226, "Other Assets": 139, "Other Current Liabilities": 369, "Other Liabilities": 230}, "Derivatives designated as hedging instruments:    -- Total derivatives designated as hedging instruments": {"Prepaid Expenses and Other Current Assets": 226, "Other Assets": 139, "Other Current Liabilities": 369, "Other Liabilities": 230}, "Derivatives not designated as hedging instruments: -- Foreign exchange forward contracts": {"Prepaid Expenses and Other Current Assets": 973, "Other Assets": "$\u2014", "Other Current Liabilities": 1807, "Other Liabilities": "$\u2014"}, "Derivatives not designated as hedging instruments: -- Interest rate swap contracts .": {"Prepaid Expenses and Other Current Assets": "\u2014", "Other Assets": "\u2014", "Other Current Liabilities": 406, "Other Liabilities": 7209}, "Derivatives not designated as hedging instruments: -- Total derivatives not designated as hedging instruments .": {"Prepaid Expenses and Other Current Assets": 973, "Other Assets": "$\u2014", "Other Current Liabilities": 2213, "Other Liabilities": 7209}, "Derivatives not designated as hedging instruments: -- Total derivative instruments .": {"Prepaid Expenses and Other Current Assets": 1199, "Other Assets": 139, "Other Current Liabilities": 2582, "Other Liabilities": 7439}}

Question: Under prepaid expenses and other current assets, what is the ratio of the total derivates designated as hedging instruments to those not designated as hedging instruments?
Answer: 0.23

Question: What is the difference in the foreign exchange forward contracts for hedging instruments between other assets and other liabilities?
Answer: -91
{"At December 31, 2019 -- Allowances for sales returns and price protection and other allowances": {"Col B. Balance at Beginning of Period": 186, "Col. C Additions(A)": 11, "Col. D Deductions(B)": -79, "Col. E Balance at End of Period": 118}, "At December 31, 2019 -- Valuation allowance for deferred tax assets": {"Col B. Balance at Beginning of Period": 61, "Col. C Additions(A)": 127, "Col. D Deductions(B)": -7, "Col. E Balance at End of Period": 181}, "At December 31, 2018 -- Allowances for sales returns and price protection and other allowances": {"Col B. Balance at Beginning of Period": 274, "Col. C Additions(A)": 24, "Col. D Deductions(B)": -112, "Col. E Balance at End of Period": 186}, "At December 31, 2018 -- Valuation allowance for deferred tax assets": {"Col B. Balance at Beginning of Period": "$\u2014", "Col. C Additions(A)": 61, "Col. D Deductions(B)": "$\u2014", "Col. E Balance at End of Period": 61}, "At December 31, 2017 -- Allowances for sales returns and price protection and other allowances": {"Col B. Balance at Beginning of Period": 257, "Col. C Additions(A)": 83, "Col. D Deductions(B)": -66, "Col. E Balance at End of Period": 274}}

Question: What was the change in Valuation allowance for deferred tax assets between 2018 and 2019?
Answer: 120

Question: What was the sum of Col. C Additions in 2018?
Answer: 85

Question: What was the sum of balances at the end of the period in 2019?
Answer: 299
{"Asia Pacific -- Travel": {"2019": 6274, "2018": 7351}, "Asia Pacific -- Local": {"2019": 216, "2018": 508}, "Asia Pacific -- Total Asia Pacific revenues": {"2019": 6490, "2018": 7859}, "Europe -- Travel": {"2019": 32081, "2018": 30856}, "Europe -- Local": {"2019": 4817, "2018": 5293}, "Europe -- Total Europe revenues": {"2019": 36898, "2018": 36149}, "North America -- Travel": {"2019": 57863, "2018": 56145}, "North America -- Local": {"2019": 10161, "2018": 11169}, "North America -- Total North America revenues": {"2019": 68024, "2018": 67314}, "Consolidated -- Travel": {"2019": 96218, "2018": 94352}, "Consolidated -- Local": {"2019": 15194, "2018": 16970}, "Consolidated -- Total revenues": {"2019": 111412, "2018": 111322}}

Question: What is the change in the total North America revenue between 2018 and 2019?
Answer: 710
{"Prepaid expenses": {"2019": 37.1, "2018": 43.9}, "Contract assets": {"2019": 19.5, "2018": 14.8}, "Other current assets": {"2019": 8.2, "2018": 8.6}, "Prepaid expenses and other current assets": {"2019": 64.8, "2018": 67.3}}

Question: What was the change in contract assets between 2018 and 2019?
Answer: 4.7

Question: What was the percentage change in Other current assets between 2018 and 2019?
Answer: -4.65
{"Deferred rent liability": {"December 31, 2019": "$\u2014", "December 31, 2018": 506.7}, "Unearned revenue": {"December 31, 2019": 525.9, "December 31, 2018": 504.6}, "Other miscellaneous liabilities": {"December 31, 2019": 411.1, "December 31, 2018": 253.8}, "Other non-current liabilities": {"December 31, 2019": 937.0, "December 31, 2018": 1265.1}}

Question: What was the change in unearned revenue between 2018 and 2019?
Answer: 21.3

Question: What was the percentage change between other non-current liabilities between 2018 and 2019?
Answer: -25.93
{"Outstanding, beginning of the year": {"2019": 105475, "2018": 101538}, "Granted": {"2019": 37600, "2018": 47900}, "Distributed": {"2019": -44470, "2018": -35892}, "Cancelled": {"2019": -26780, "2018": -8071}, "Outstanding, end of the year": {"2019": 71825, "2018": 105475}}

Question: What was the increase / (decrease) in the Outstanding, beginning of the year from 2018 to 2019?
Answer: 3937
{"Profit for the period attributable to equity holders as reported under IFRS (m)": {"2019": 166.6, "2018": 223.1}, "Items excluded from adjusted operating profit disclosed above (m)": {"2019": 37.7, "2018": -34.2}, "Tax effects on adjusted items (m)": {"2019": -8.5, "2018": -5.0}, "Adjusted profit for the period attributable to equity holders (m)": {"2019": 195.8, "2018": 183.9}, "Weighted average shares (million)": {"2019": 73.7, "2018": 73.6}, "Basic adjusted earnings per share": {"2019": 265.7, "2018": 250.0}, "Diluted weighted average shares (million)": {"2019": 73.9, "2018": 73.8}, "Diluted adjusted earnings per share": {"2019": 264.9, "2018": 249.1}}

Question: What was the change in the profit for the period attributable to equity holders as reported under IFRS in 2019 from 2018?
Answer: -56.5

Question: What was the percentage change in the profit for the period attributable to equity holders as reported under IFRS in 2019 from 2018?
Answer: -25.32
{"Trade accounts receivable": {"2019": 526.6, "2018": 469.2}, "Less: Allowance for doubtful accounts": {"2019": -2.2, "2018": -2.3}, "Product returns reserve": {"2019": -0.3, "2018": -0.2}, "Partner programs and other obligations": {"2019": -49.8, "2018": -28.5}, "Accounts receivable, net (1)": {"2019": 474.3, "2018": 438.2}}

Question: What are the total deductions for accounts receivables in 2019?
Answer: 52.3

Question: What is the difference in net accounts receivable from 2018 to 2019?
Answer: 36.1
{"($ in millions except per share amounts) -- For the year ended December 31:*": {"2019": 2019.0, "2018": 2018.0, "Yr.-to-Yr. Percent Change": "Yr.-to-Yr. Percent Change"}, "($ in millions except per share amounts) -- Net income as reported": {"2019": 9431.0, "2018": 8728.0, "Yr.-to-Yr. Percent Change": 8.1}, "($ in millions except per share amounts) -- Income/(loss) from discontinued operations, net of tax": {"2019": -4.0, "2018": 5.0, "Yr.-to-Yr. Percent Change": "NM"}, "($ in millions except per share amounts) -- Income from continuing operations": {"2019": 9435.0, "2018": 8723.0, "Yr.-to-Yr. Percent Change": 8.2}, "Non-operating adjustments (net of tax) -- Acquisition-related charges": {"2019": 1343.0, "2018": 649.0, "Yr.-to-Yr. Percent Change": 107.0}, "Non-operating adjustments (net of tax) -- Non-operating retirement-related costs/(income)": {"2019": 512.0, "2018": 1248.0, "Yr.-to-Yr. Percent Change": -58.9}, "Non-operating adjustments (net of tax) -- U.S. tax reform charge": {"2019": 146.0, "2018": 2037.0, "Yr.-to-Yr. Percent Change": -92.8}, "Non-operating adjustments (net of tax) -- Operating (non-GAAP) earnings": {"2019": 11436.0, "2018": 12657.0, "Yr.-to-Yr. Percent Change": -9.6}, "Non-operating adjustments (net of tax) -- Diluted operating (non-GAAP) earnings per share": {"2019": 12.81, "2018": 13.81, "Yr.-to-Yr. Percent Change": -7.2}}

Question: What was the increase / (decrease) in Net income from 2018 to 2019?
Answer: 703

Question: What was the increase / (decrease) in Income from continuing operations from 2018 to 2019?
Answer: 712

Question: What was the increase / (decrease) in Operating (non-GAAP) earnings from continuing operations from 2018 to 2019?
Answer: -1221
{"Christian Klein (Co-CEO from 10/10/2019)": {"2019": 1925.0, "2018": 442.2}, "Jennifer Morgan (Co-CEO from 10/10/2019)": {"2019": 2894.0, "2018": 796.1}, "Robert Enslin (until 4/5/2019)": {"2019": 3480.0, "2018": 727.0}, "Adaire Fox-Martin": {"2019": 2667.0, "2018": 796.1}, "Michael Kleinemeier": {"2019": 3253.0, "2018": 914.2}, "Bernd Leukert (until 3/31/2019)": {"2019": 8606.0, "2018": 775.2}, "Bill McDermott (CEO until 10/10/2019, Executive Board member until 11/15/2019)": {"2019": 14689.0, "2018": 2155.8}, "Luka Mucic": {"2019": 3391.0, "2018": 675.8}, "Jrgen Mller (from 1/1/2019)": {"2019": 768.0, "2018": "-"}, "Stefan Ries": {"2019": 2646.0, "2018": 772.0}, "Thomas Saueressig (from 11/1/2019)": {"2019": 128.0, "2018": "-"}, "Total": {"2019": 44446.5, "2018": 8054.4}}

Question: What was the change in the expense for share-based payment for  Stefan Ries  in 2019 from 2018?
Answer: 1874
{"Intrinsic value of exercises": {"April 26, 2019": 31, "April 27, 2018": 37, "April 28, 2017": 26}, "Proceeds received from exercises": {"April 26, 2019": 25, "April 27, 2018": 88, "April 28, 2017": 60}, "Fair value of options vested": {"April 26, 2019": 2, "April 27, 2018": 8, "April 28, 2017": 15}}

Question: What was the change in Intrinsic value of exercises between 2017 and 2018?
Answer: 11

Question: What was the percentage change in the Fair value of options vested between 2018 and 2019?
Answer: -75
{"Reserves -- Share-based payment reserve": {"2019 $000": 3960, "2018 $000": 3198}, "Reserves -- Business combination reserve": {"2019 $000": 5571, "2018 $000": 5571}, "Reserves -- Foreign currency translation reserve": {"2019 $000": -12, "2018 $000": -24}, "Reserves -- ": {"2019 $000": 9519, "2018 $000": 8745}}

Question: What is the change in the Business combination reserve between 2018 and 2019?
Answer: 0

Question: What is the percentage change in the total reserves from 2018 to 2019?
Answer: 8.85
{"Property and equipment, net: -- United States": {"July 27, 2019": 2266, "July 28, 2018": 2487, "July 29, 2017": 2711}, "Property and equipment, net: -- International": {"July 27, 2019": 523, "July 28, 2018": 519, "July 29, 2017": 611}, "Property and equipment, net: -- Total": {"July 27, 2019": 2789, "July 28, 2018": 3006, "July 29, 2017": 3322}}

Question: What was the change in net property and equipment from United States between 2017 and 2018?
Answer: -224

Question: What was the change in net property and equipment from International regions between 2017 and 2018?
Answer: -92

Question: What was the percentage change in the total net property and equipment between 2018 and 2019?
Answer: -7.22
{"Executive Officers and Directors: -- Corey M. Horowitz(3)": {"AMOUNT AND NATURE OF BENEFICIAL OWNERSHIP(1)(2)": 6862752.0, "PERCENTAGE OF COMMON STOCK BENEFICIALLY OWNED(2)": 28.0}, "Executive Officers and Directors: -- CMH Capital Management Corp(4)": {"AMOUNT AND NATURE OF BENEFICIAL OWNERSHIP(1)(2)": 2291372.0, "PERCENTAGE OF COMMON STOCK BENEFICIALLY OWNED(2)": 9.5}, "Executive Officers and Directors: -- Niv Harizman(5)": {"AMOUNT AND NATURE OF BENEFICIAL OWNERSHIP(1)(2)": 245985.0, "PERCENTAGE OF COMMON STOCK BENEFICIALLY OWNED(2)": 1.0}, "Executive Officers and Directors: -- Emanuel Pearlman (6)": {"AMOUNT AND NATURE OF BENEFICIAL OWNERSHIP(1)(2)": 112059, "PERCENTAGE OF COMMON STOCK BENEFICIALLY OWNED(2)": "*"}, "Executive Officers and Directors: -- David C. Kahn(7)": {"AMOUNT AND NATURE OF BENEFICIAL OWNERSHIP(1)(2)": 94160, "PERCENTAGE OF COMMON STOCK BENEFICIALLY OWNED(2)": "*"}, "Executive Officers and Directors: -- Allison Hoffman(8)": {"AMOUNT AND NATURE OF BENEFICIAL OWNERSHIP(1)(2)": 75811, "PERCENTAGE OF COMMON STOCK BENEFICIALLY OWNED(2)": "*"}, "Executive Officers and Directors: -- Jonathan E. Greene(9)": {"AMOUNT AND NATURE OF BENEFICIAL OWNERSHIP(1)(2)": 67499, "PERCENTAGE OF COMMON STOCK BENEFICIALLY OWNED(2)": "*"}, "Executive Officers and Directors: -- All officers and directors as a group  (6 Persons)": {"AMOUNT AND NATURE OF BENEFICIAL OWNERSHIP(1)(2)": 7458266.0, "PERCENTAGE OF COMMON STOCK BENEFICIALLY OWNED(2)": 30.4}, "5% Stockholders: -- Steven D. Heinemann(10)": {"AMOUNT AND NATURE OF BENEFICIAL OWNERSHIP(1)(2)": 2827815.0, "PERCENTAGE OF COMMON STOCK BENEFICIALLY OWNED(2)": 11.8}, "5% Stockholders: -- Goose Hill Capital LLC(11)": {"AMOUNT AND NATURE OF BENEFICIAL OWNERSHIP(1)(2)": 2242582.0, "PERCENTAGE OF COMMON STOCK BENEFICIALLY OWNED(2)": 9.3}, "5% Stockholders: -- John Herzog(12)": {"AMOUNT AND NATURE OF BENEFICIAL OWNERSHIP(1)(2)": 1200130.0, "PERCENTAGE OF COMMON STOCK BENEFICIALLY OWNED(2)": 5.0}}

Question: How much more do all officers and directors as a group have in amount and nature of beneficial ownership as compared to the 5% Stockholders?
Answer: 1187739
{"Americas": {"Balance at July 28, 2018": 19998, "Acquisitions & Divestitures": 1240, "Other": -118, "Balance at July 27, 2019": 21120}, "EMEA": {"Balance at July 28, 2018": 7529, "Acquisitions & Divestitures": 486, "Other": -38, "Balance at July 27, 2019": 7977}, "APJC": {"Balance at July 28, 2018": 4179, "Acquisitions & Divestitures": 274, "Other": -21, "Balance at July 27, 2019": 4432}, "Total": {"Balance at July 28, 2018": 31706, "Acquisitions & Divestitures": 2000, "Other": -177, "Balance at July 27, 2019": 33529}}

Question: What was the change in balance from Americas between 2018 and 2019?
Answer: 1122

Question: What was the percentage change in the total balance between 2018 and 2019?
Answer: 5.75
{"Net cash provided by (used in) operating activities": {"2019": -1660796, "2018": 792555}, "Net cash used in investing activities": {"2019": -10582086, "2018": -5686833}, "Net cash provided by financing activities": {"2019": 22181528, "2018": 8685739}, "Net increase in cash and cash equivalents": {"2019": 9938646, "2018": 3791461}}

Question: What is the percentage change in the net increase in cash and cash equivalents from 2018 to 2019?
Answer: 162.13
{"Internally-developed software costs": {"2019": 345, "2018": 291}, "Payments made to third-party software developers": {"2019": 31, "2018": 38}, "Total software development costs": {"2019": 376, "2018": 329}}

Question: What was the change in Internally-developed software costs between 2018 and 2019?
Answer: 54

Question: What was the change in payments made to third-party software developers between 2018 and 2019?
Answer: -7

Question: What was the percentage change in total software development costs between 2018 and 2019?
Answer: 14.29
{"": {"2018": "", "2017": "(dollars in thousands)", "$": "", "%": ""}, "Cost of revenue": {"2018": 46810.0, "2017": 31503.0, "$": 15307.0, "%": 48.6}, "Gross margin %": {"2018": 68, "2017": 70, "$": "", "%": ""}}

Question: What is the change in the gross margin between 2018 and 2019?
Answer: -2
{"Purchases and leases of products and purchases of services(1)": {"January 31, 2020": 242, "February 1, 2019": 200, "February 2, 2018": 142}, "Dell subsidiary support and administrative costs": {"January 31, 2020": 119, "February 1, 2019": 145, "February 2, 2018": 212}}

Question: What was the change in Purchases and leases of products and purchases of services between 2018 and 2019?
Answer: 58

Question: What was the percentage change in Dell subsidiary support and administrative costs between 2019 and 2020?
Answer: -17.93

Question: What was the change in Purchases and leases of products and purchases of services between 2018 and 2019?
Answer: 58

Question: What was the percentage change in the Dell subsidiary support and administrative costs between 2019 and 2020?
Answer: -17.93
{"Assets -- Cash equivalents: Money market funds": {"Level 1": 256915, "Level 2": "$ -", "Level 3": "$ -"}, "Other current assets: -- Indemnification - Sale of SSL": {"Level 1": "$ -", "Level 2": "$ -", "Level 3": 598}, "Long term liabilities: -- Indemnification - Globalstar do Brasil S.A.": {"Level 1": "$ -", "Level 2": "$ -", "Level 3": 145}}

Question: What is the company's net assets measured at fair value as at December 31, 2019?
Answer: 257368

Question: What is the fair value of the company's total assets as at December 31, 2019?
Answer: 257513
{"": {"2019": "", "2018": "(in thousands)", "2017": ""}, "United States": {"2019": -535, "2018": -51049, "2017": -70566}, "Foreign": {"2019": 52881, "2018": 65935, "2017": 59484}, "Total": {"2019": 52346, "2018": 14886, "2017": -11082}}

Question: What is the change in the amount under Foreign in 2019 from 2018?
Answer: -13054

Question: What is the percentage change in the amount under Foreign in 2019 from 2018?
Answer: -19.8
{"Valuation allowance for deferred tax assets: -- Fiscal 2019": {"Balance at Beginning of Year": 204.5, "Additions Charged to Costs and Expenses": 16.2, "Additions Charged to Other Accounts": 175.8, "Deductions": -64.4, "Balance at End of Year": 332.1}, "Valuation allowance for deferred tax assets: -- Fiscal 2018": {"Balance at Beginning of Year": 210.1, "Additions Charged to Costs and Expenses": 36.2, "Additions Charged to Other Accounts": "$\u2014", "Deductions": -41.8, "Balance at End of Year": 204.5}, "Valuation allowance for deferred tax assets: -- Fiscal 2017": {"Balance at Beginning of Year": 161.8, "Additions Charged to Costs and Expenses": 15.2, "Additions Charged to Other Accounts": 37.6, "Deductions": -4.5, "Balance at End of Year": 210.1}}

Question: What was the change in the Additions Charged to Costs and Expenses between 2017 and 2019?
Answer: 138.2

Question: What was the percentage change in the Balance at End of Year between 2018 and 2019?
Answer: 62.4
{"": {"30 June 2019": 0, "30 June 2018": 0}, "Trade payables": {"30 June 2019": 44840, "30 June 2018": 27640}, "Accrued capital expenditure": {"30 June 2019": 5841, "30 June 2018": 1767}, "Accrued expenses": {"30 June 2019": 2848, "30 June 2018": 2114}, "Other creditors": {"30 June 2019": 3117, "30 June 2018": 2888}, "Total trade and other payables": {"30 June 2019": 56646, "30 June 2018": 34409}}

Question: What was the percentage change in accrued expenses between 2018 and 2019?
Answer: 34.72

Question: What was the sum of accrued expenses and accrued capital expenditure in 2018?
Answer: 3881

Question: What was the percentage change in total trade and other payables between 2018 and 2019?
Answer: 64.63
{"Net income": {"2019": 5648, "2018": 6120}, "Less: Other interest expenses / income, net 1": {"2019": -529, "2018": -482}, "Plus: SFS Other interest expenses / income": {"2019": 763, "2018": 721}, "Plus: Net interest expenses related to provisions for pensions and similar -- obligations": {"2019": 148, "2018": 164}, "Less: Interest adjustments -- (discontinued operations)": {"2019": "\u2013", "2018": "\u2013"}, "Less: Taxes on interest adjustments -- (tax rate (flat) 30%)": {"2019": -115, "2018": -121}, "Less: Taxes on interest adjustments -- (I) Income before interest after tax": {"2019": 5916, "2018": 6401}, "Less: Taxes on interest adjustments -- (II) Average capital employed": {"2019": 53459, "2018": 50715}, "Less: Taxes on interest adjustments -- (I) / (II) ROCE": {"2019": 11.1, "2018": 12.6}}

Question: What is the increase / (decrease) in Average capital employed from 2018 to 2019?
Answer: 2744
{"": {"2019": "\u00a3m", "2018": "\u00a3m"}, "Receivables, which are included in trade and other receivables": {"2019": 27.0, "2018": 28.8}, "Accrued income": {"2019": 28.0, "2018": 26.7}, "Deferred income": {"2019": -13.2, "2018": -1.8}}

Question: What was the change in accrued income in 2019 from 2018?
Answer: 1.3

Question: What was the percentage change in accrued income in 2019 from 2018?
Answer: 4.87
{"Software": {"2019": 114674, "2018": 170327}, "Buildings": {"2019": 92092, "2018": 64263}, "Equipment": {"2019": 60661, "2018": 100421}, "Furniture and fixtures": {"2019": 34768, "2018": 38200}, "Lease hold improvements": {"2019": 33668, "2018": 26319}, "Land": {"2019": 31374, "2018": 5124}, "": {"2019": 367237, "2018": 404654}, "Accumulated depreciation and amortization": {"2019": -236330, "2018": -331700}, "Property and equipment, net": {"2019": 130907, "2018": 72954}}

Question: What is the change in Software between 2018 and 2019?
Answer: -55653

Question: What is the change in Buildings between 2018 and 2019?
Answer: 27829