kensho/bizbench huggingface dataset:
{"2018(1) -- First Quarter (1)": {"High": 2.2, "Low": 1.76}, "2018(1) -- Second Quarter (1)": {"High": 1.76, "Low": 1.76}, "2018(1) -- Third Quarter (1)": {"High": 2.5, "Low": 1.25}, "2018(1) -- Fourth Quarter (1)": {"High": 2.0, "Low": 1.99}, "2019(1) -- First Quarter (1)": {"High": 2.3, "Low": 2.0}, "2019(1) -- Second Quarter (1)": {"High": 2.0, "Low": 1.5}, "2019(1) -- Third Quarter (1)": {"High": 1.5, "Low": 1.4}, "2019(1) -- Fourth Quarter (1)": {"High": 3.8, "Low": 1.4}}

Question: What is the difference between the highest and lowest bid price in 2018?
Answer: 1.25

Question: What is the difference between the highest and lowest bid price in 2019?
Answer: 2.4
{"Healthcare/Life Sciences ": {"2019": 1220.0, "2018": 1039.9}, "Industrial/Commercial ": {"2019": 981.2, "2018": 917.7}, "Aerospace/Defense ": {"2019": 588.6, "2018": 445.1}, "Communications ": {"2019": 374.6, "2018": 470.8}, "Total net sales": {"2019": 3164.4, "2018": 2873.5}}

Question: What was the percentage change in the total net sales between 2018 and 2019?
Answer: 10.12
{"Net cash provided by operating activities": {"2019": 116126, "2018": 140459}, "Net cash used for capital expenditures": {"2019": -48857, "2018": -12011}, "Free cash flow": {"2019": 67269, "2018": 128448}}

Question: What was the change in the Net cash provided by operating activities from 2018 to 2019?
Answer: -24333
{"Summary of Operations: -- Net sales": {"2019 (a)": 2380.2, "2018(b)": 2157.7, "2017(c)": 1797.6, "2016(d)(f)": 1813.4, "2015 (e)(f)": 2226.7}, "Summary of Operations: -- Operating income": {"2019 (a)": 241.4, "2018(b)": 189.3, "2017(c)": 121.5, "2016(d)(f)": 70.8, "2015 (e)(f)": 119.3}, "Summary of Operations: -- Net income": {"2019 (a)": 167.0, "2018(b)": 188.5, "2017(c)": 47.0, "2016(d)(f)": 11.3, "2015 (e)(f)": 58.7}, "Financial Position at Year-End: -- Cash and cash equivalents": {"2019 (a)": 27.0, "2018(b)": 56.2, "2017(c)": 66.3, "2016(d)(f)": 82.0, "2015 (e)(f)": 70.0}, "Financial Position at Year-End: -- Total assets": {"2019 (a)": 3187.8, "2018(b)": 3007.0, "2017(c)": 2878.1, "2016(d)(f)": 2794.3, "2015 (e)(f)": 2902.6}, "Financial Position at Year-End: -- Long-term debt, net of current portion": {"2019 (a)": 550.6, "2018(b)": 545.7, "2017(c)": 550.0, "2016(d)(f)": 611.3, "2015 (e)(f)": 603.8}, "Net earnings: -- Basic": {"2019 (a)": 3.46, "2018(b)": 3.96, "2017(c)": 0.99, "2016(d)(f)": 0.23, "2015 (e)(f)": 1.11}, "Net earnings: -- Diluted": {"2019 (a)": 3.43, "2018(b)": 3.92, "2017(c)": 0.99, "2016(d)(f)": 0.23, "2015 (e)(f)": 1.11}, "Net earnings: -- Cash dividend-common": {"2019 (a)": 0.8, "2018(b)": 0.72, "2017(c)": 0.72, "2016(d)(f)": 0.72, "2015 (e)(f)": 0.72}, "Weighted Average Common Shares outstanding: -- Basic": {"2019 (a)": 47.7, "2018(b)": 47.2, "2017(c)": 47.0, "2016(d)(f)": 48.1, "2015 (e)(f)": 52.6}, "Weighted Average Common Shares outstanding: -- Diluted": {"2019 (a)": 48.1, "2018(b)": 47.6, "2017(c)": 47.1, "2016(d)(f)": 48.2, "2015 (e)(f)": 52.7}}

Question: What was the change in operating income in 2019 from 2018?
Answer: 52.1

Question: What was the percentage change in operating income in 2019 from 2018?
Answer: 27.52
{"4.05% Senior Notes, due June 15, 2025": {"2019": 100000, "2018": 100000}, "4.22% Senior Notes, due June 15, 2028 ": {"2019": 50000, "2018": 50000}, "Borrowings under the credit facility": {"2019": 95000, "2018": "\u2014"}, "Capital lease and other financing obligations": {"2019": 44492, "2018": 39857}, "Unamortized deferred financing fees": {"2019": -1512, "2018": -1240}, "Total obligations": {"2019": 287980, "2018": 188617}, "Less: current portion ": {"2019": -100702, "2018": -5532}, "Long-term debt and capital lease obligations, net of current portion": {"2019": 187278, "2018": 183085}}

Question: What was the percentage change in Total obligations between 2018 and 2019?
Answer: 52.68
{"AuditFees(1)": {"Fiscal Year 2019 ($)": 4703830, "Fiscal Year 2018 ($)": 4605495}, "Audit-RelatedFees(2)": {"Fiscal Year 2019 ($)": 27000, "Fiscal Year 2018 ($)": 90500}, "TaxFees(3)": {"Fiscal Year 2019 ($)": 194170, "Fiscal Year 2018 ($)": 34888}, "AllOtherFees": {"Fiscal Year 2019 ($)": "\u2014", "Fiscal Year 2018 ($)": "\u2014"}, "TOTAL": {"Fiscal Year 2019 ($)": 4925000, "Fiscal Year 2018 ($)": 4730883}}

Question: What is the percentage change in the audit fees from 2018 to 2019?
Answer: 2.14

Question: What is the percentage change in the audit-related fees from 2018 to 2019?
Answer: -70.17

Question: What is the percentage change in the total fees from 2018 to 2019?
Answer: 4.1
{"": {"2019": "", "2018": "(in thousands)", "2017": ""}, "Tax expense at U.S. statutory rate": {"2019": 10992, "2018": 3124, "2017": -3877}, "State income taxes, net of federal tax effect": {"2019": 1416, "2018": -237, "2017": -923}, "Nondeductible expenses": {"2019": 1720, "2018": 1186, "2017": -185}, "Change in reserve for tax contingencies": {"2019": -1468, "2018": -1047, "2017": -4435}, "Change in deferred tax asset valuation allowance": {"2019": -10007, "2018": 8784, "2017": 17374}, "Foreign rate differential (1)": {"2019": 2149, "2018": 5684, "2017": 9912}, "Tax credits": {"2019": -4767, "2018": -2656, "2017": -3459}, "Impact of U.S. Tax Reform": {"2019": "\u2014", "2018": -7053, "2017": "\u2014"}, "Global Intangible Low-Tax Income": {"2019": 8182, "2018": "\u2014", "2017": "\u2014"}, "Stock Based Compensation": {"2019": -448, "2018": 59, "2017": 16}, "Non-controlling interest in equity arrangements": {"2019": 1802, "2018": 99, "2017": "\u2014"}, "Other": {"2019": 1469, "2018": -850, "2017": 235}, "Provision for income taxes": {"2019": 11040, "2018": 7093, "2017": 14658}}

Question: What is the change in nondeductible expenses in 2019 from 2018?
Answer: 534

Question: What is the percentage change in nondeductible expenses in 2019 from 2018?
Answer: 45.03
{"Operating costs": {"2019": -6942.0, "2018": -6946.0, "$ CHANGE": 4.0, "% CHANGE": 0.1}, "Adjusted EBITDA": {"2019": 5414.0, "2018": 5321.0, "$ CHANGE": 93.0, "% CHANGE": 1.7}, "Adjusted EBITDA margin": {"2019": 43.8, "2018": 43.4, "$ CHANGE": "", "% CHANGE": 0.4}}

Question: What is the sum of the adjusted EBITDA in 2018 and 2019?
Answer: 10735

Question: What is the percentage of the 2019 adjusted EBITDA over the sum of the adjusted EBITDA in 2018 and 2019? 
Answer: 50.43
{"Net operating losses (1)": {"Federal": 120722, "State": 3337}, "Net operating losses due to acquisitions (1)": {"Federal": 76827, "State": 778}, "Credit carryforwards (2)": {"Federal": 8202, "State": 1958}, "Credit carryforwards due to acquisitions": {"Federal": 640, "State": 227}}

Question: What is the difference between the company's federal and state net operating losses?
Answer: 117385

Question: What is the total federal and state credit carryforwards?
Answer: 10160
{"Land": {"Useful Lives": "Indefinite", "December 27, 2019 ": 1170, "December 28, 2018": 1170}, "Buildings": {"Useful Lives": 20, "December 27, 2019 ": 1360, "December 28, 2018": 1292}, "Machinery and equipment": {"Useful Lives": 5, "December 27, 2019 ": 21718, "December 28, 2018": 17837}, "Computers, data processing and other equipment": {"Useful Lives": 3, "December 27, 2019 ": 12686, "December 28, 2018": 11244}, "Software": {"Useful Lives": 3, "December 27, 2019 ": 29305, "December 28, 2018": 22779}, "Leasehold improvements": {"Useful Lives": 1, "December 27, 2019 ": 70903, "December 28, 2018": 60565}, "Furniture and fixtures": {"Useful Lives": 7, "December 27, 2019 ": 3309, "December 28, 2018": 3268}, "Vehicles": {"Useful Lives": 5, "December 27, 2019 ": 6410, "December 28, 2018": 2769}, "Other": {"Useful Lives": 7, "December 27, 2019 ": 95, "December 28, 2018": 95}, "Construction-in-process   ": {"Useful Lives": "", "December 27, 2019 ": 9200, "December 28, 2018": 15757}, "": {"Useful Lives": "", "December 27, 2019 ": 156156, "December 28, 2018": 136776}, "Less: accumulated depreciation and amortization   ": {"Useful Lives": "", "December 27, 2019 ": -63310, "December 28, 2018": -51500}, "Equipment, leasehold improvements and software, net": {"Useful Lives": "", "December 27, 2019 ": 92846, "December 28, 2018": 85276}}

Question: What is the difference in useful lives between buildings and that of Furniture and fixtures?
Answer: 13
{"Service cost": {"2019": 405, "2018": 448, "2017": 443}, "Interest cost": {"2019": 254, "2018": 196, "2017": 194}, "Recognized actuarial (gains)": {"2019": -86, "2018": -58, "2017": -43}, "Net periodic benefit cost": {"2019": 573, "2018": 586, "2017": 594}, "Unrealized net actuarial (gains), net of tax": {"2019": -2324, "2018": -2256, "2017": -1574}, "Total amount recognized in net periodic benefit cost and accumulated other comprehensive income (loss)": {"2019": -1751, "2018": -1670, "2017": -980}}

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

Question: What was the percentage change in interest cost in 2019 from 2018?
Answer: 29.59
{"Net income": {"2019": 271885, "2018": 365034}, "Non-cash expenses": {"2019": 180987, "2018": 87906}, "Change in receivables": {"2019": -11777, "2018": 21489}, "Change in deferred revenue": {"2019": 23656, "2018": 1255}, "Change in other assets and liabilities": {"2019": -33623, "2018": -63542}, "Net cash provided by operating activities": {"2019": 431128, "2018": 412142}}

Question: What is the change in net cash provided by operating activities from 2018 to 2019?
Answer: 18986
{"Adjusted EBITDA 1": {"2019": 6212, "2018": 5983, "%Chg": 4}, "Deduct (add): -- Depreciation and amortization": {"2019": 2488, "2018": 2211, "%Chg": 13}, "Deduct (add): -- Gain on disposition of property, plant and equipment": {"2019": "-", "2018": -16, "%Chg": -100}, "Deduct (add): -- Restructuring, acquisition and other": {"2019": 139, "2018": 210, "%Chg": -34}, "Deduct (add): -- Finance costs": {"2019": 840, "2018": 793, "%Chg": 6}, "Deduct (add): -- Other income": {"2019": -10, "2018": -32, "%Chg": -69}, "Deduct (add): -- Income tax expense": {"2019": 712, "2018": 758, "%Chg": -6}, "Deduct (add): -- Net income": {"2019": 2043, "2018": 2059, "%Chg": -1}}

Question: What was the increase / (decrease) in Adjusted EBITDA from 2018 to 2019?
Answer: 229

Question: What was the increase / (decrease) in Finance cost from 2018 to 2019?
Answer: 47
{"Dividend yield": {"Year ended September 30, 2019": 0.0, "Year ended September 30, 2018": 0.0}, "Weighted average expected volatility": {"Year ended September 30, 2019": 37.77, "Year ended September 30, 2018": 43.68}, "Weighted average risk-free interest rate": {"Year ended September 30, 2019": 2.92, "Year ended September 30, 2018": 2.7}, "Weighted average expected life (in years)": {"Year ended September 30, 2019": 3.0, "Year ended September 30, 2018": 3.7}, "Vesting period (in years)": {"Year ended September 30, 2019": 3.0, "Year ended September 30, 2018": 3.0}}

Question: What is the change in the percentage of weighted average expected volatility from 2018 to 2019?
Answer: -5.91
{"Aurora, IL": {"Purpose": "Corporate headquarters, office, distribution and manufacturing", "Square footage ": 83000, "Termination calendar year": 2020, "Segment": ""}, "Dublin, OH": {"Purpose": "Design center", "Square footage ": 9465, "Termination calendar year": 2019, "Segment": "ISM"}, "Manchester, NH": {"Purpose": "IBW office", "Square footage ": 2287, "Termination calendar year": 2020, "Segment": "IBW"}}

Question: What is the total area, in square feet, of the Company’s real property?
Answer: 94752
{"": {"For the year ended 31 December": 2019.0, "": 2018.0}, "Total GHG emissions (Scopes 1 and 2) (tonnes)": {"For the year ended 31 December": 113501.5, "": 102831.74}, "Direct GHG emissions (Scope 1) (tonnes)": {"For the year ended 31 December": 3785.86, "": 2554.31}, "Including: Gasoline (tonnes)": {"For the year ended 31 December": 197.25, "": 191.0}, "Diesel (tonnes)": {"For the year ended 31 December": 10.87, "": 11.07}, "Natural gas (tonnes)": {"For the year ended 31 December": 3577.74, "": 2352.24}, "Indirect GHG emissions (Scope 2) (tonnes)": {"For the year ended 31 December": 109715.64, "": 100277.43}, "Including: Purchased electricity (tonnes)": {"For the year ended 31 December": 109715.64, "": 100277.43}, "Total GHG emissions per employee (tonnes per employee)": {"For the year ended 31 December": 1.9, "": 2.01}, "Total GHG emissions per floor area (tonnes per square metre)": {"For the year ended 31 December": 0.07, "": 0.09}, "Hazardous waste (tonnes)": {"For the year ended 31 December": 2.4, "": 2.51}, "Hazardous waste per employee (tonnes per employee)": {"For the year ended 31 December": 4e-05, "": 5e-05}, "Non-hazardous waste (tonnes)": {"For the year ended 31 December": 5227.11, "": 4566.52}, "Non-hazardous waste per employee (tonnes per employee)": {"For the year ended 31 December": 0.09, "": 0.09}}

Question: What is the difference between 2018 and 2019 Total GHG emissions in tonnes?
Answer: 10669.76

Question: What is the difference between 2018 and 2019 indirect GHG emissions in tonnes?
Answer: 9438.21

Question: What is the change between 2018 and 2019 hazardous waste(tonnes)?
Answer: -0.11
{"Computer and office equipment": {"Useful Lives": 3, "2019": 143942, "2018": 129359}, "Leasehold improvements lease": {"Useful Lives": "Lesser of useful life of improvement or remaining life of lease", "2019": 33346, "2018": 32096}, "Furniture and fixtures": {"Useful Lives": 7, "2019": 12980, "2018": 12500}, "Building and improvements": {"Useful Lives": 7, "2019": 14553, "2018": 14381}, "Land": {"Useful Lives": "Non-depreciable", "2019": 1785, "2018": 1785}, "Property and equipment, gross": {"Useful Lives": "", "2019": 206606, "2018": 190121}, "Less: accumulated depreciation": {"Useful Lives": "", "2019": -136226, "2018": -117392}, "Property and equipment, net": {"Useful Lives": "", "2019": 70380, "2018": 72729}}

Question: What was the change in cost of furniture and fixtures between 2018 and 2019?
Answer: 480

Question: What was the change in the cost of computer and office equipment between 2018 and 2019?
Answer: 14583

Question: What was the percentage change in the cost of leasehold improvements lease between 2018 and 2019?
Answer: 3.89
{"July 1-31, 2019": {"(a) Total Number of Shares (or Units) Purchased": 293.0, "(b) Average Price Paid per Share (or Unit)": 99.35, "(c) Total Number of Shares (or Units) Purchased as Part of Publicly Announced Plans or Programs": 293.0, "(d) Maximum Number (or Approximate Dollar Value) of Shares (or Unites) that May Yet Be Purchased Under the Plans or Programs*": 74706.0}, "August 1 - 31, 2019": {"(a) Total Number of Shares (or Units) Purchased": 39769.0, "(b) Average Price Paid per Share (or Unit)": 107.71, "(c) Total Number of Shares (or Units) Purchased as Part of Publicly Announced Plans or Programs": 39769.0, "(d) Maximum Number (or Approximate Dollar Value) of Shares (or Unites) that May Yet Be Purchased Under the Plans or Programs*": 34937.0}, "September 1 - 30, 2019": {"(a) Total Number of Shares (or Units) Purchased": 91.0, "(b) Average Price Paid per Share (or Unit)": 75.51, "(c) Total Number of Shares (or Units) Purchased as Part of Publicly Announced Plans or Programs": 91.0, "(d) Maximum Number (or Approximate Dollar Value) of Shares (or Unites) that May Yet Be Purchased Under the Plans or Programs*": 34846.0}, "Total": {"(a) Total Number of Shares (or Units) Purchased": 40153.0, "(b) Average Price Paid per Share (or Unit)": 107.58, "(c) Total Number of Shares (or Units) Purchased as Part of Publicly Announced Plans or Programs": 40153.0, "(d) Maximum Number (or Approximate Dollar Value) of Shares (or Unites) that May Yet Be Purchased Under the Plans or Programs*": 34846.0}}

Question: What is the percentage change in the number of shares (or units) purchased by the company between August and September 2019?
Answer: -99.77
{"": {"2018": "", "2017": "(dollars in thousands)", "$": "", "%": ""}, "Other expense, net": {"2018": 4628.0, "2017": 302.0, "$": 4326.0, "%": 1432.5}, "% of revenue": {"2018": 3, "2017": 0, "$": "", "%": ""}}

Question: What is the change in the % of revenue between 2017 and 2018?
Answer: 3
{"Products": {"2019": 39003, "2018": 33699, "2017": 38339}, "Support, maintenance and subscription services": {"2019": 75496, "2018": 69068, "2017": 63308}, "Professional services": {"2019": 26343, "2018": 24593, "2017": 26031}, "Total": {"2019": 140842, "2018": 127360, "2017": 127678}}

Question: What is the increase / (decrease) in products from 2018 to 2019?
Answer: 5304
{"Balance as of December 31, 2019 -- Related party": {"Fair value": 6727, "Carrying value": 8864, "Face value": 10000}, "Balance as of December 31, 2019 -- Others": {"Fair value": 65257, "Carrying value": 84648, "Face value": 97000}, "Balance as of December 31, 2019 -- ": {"Fair value": 71984, "Carrying value": 93512, "Face value": 107000}, "Balance as of December 31, 2018 -- Related party": {"Fair value": 5879, "Carrying value": 8378, "Face value": 10000}, "Balance as of December 31, 2018 -- Others": {"Fair value": 57031, "Carrying value": 79433, "Face value": 97000}, "Balance as of December 31, 2018 -- ": {"Fair value": 62910, "Carrying value": 87811, "Face value": 107000}}

Question: What is the percentage change in the fair value of related party 5.5% convertible senior notes due December 15, 2021 between 2018 and 2019?
Answer: 14.42

Question: What is the total fair value of related party 5.5% convertible senior notes due December 15, 2021 in 2018 and 2019?
Answer: 12606
{"Raw materials": {"2019": 577545, "2018": 579377}, "Work-in-process ": {"2019": 49315, "2018": 102337}, "Finished goods ": {"2019": 74078, "2018": 112632}, "Total inventories, net": {"2019": 700938, "2018": 794346}}

Question: What was the change in the amount of Finished goods between 2018 and 2019?
Answer: -38554

Question: What was the percentage change in the work-in-process between 2018 and 2019?
Answer: -51.81
{"Research and development expense: -- Stock option awards": {"2019": 8, "2018": 38}, "Research and development expense: -- RSU awards": {"2019": 13, "2018": 27}, "Research and development expense: -- ": {"2019": 21, "2018": 65}, "General and administrative expense: -- Stock option awards": {"2019": 12, "2018": 61}, "General and administrative expense: -- RSU awards": {"2019": 105, "2018": 104}, "General and administrative expense: -- ": {"2019": 117, "2018": 165}, "General and administrative expense: -- Total share-based compensation expense": {"2019": 138, "2018": 230}}

Question: How much did the stock-based compensation expense in the general and administrative operations decreased from 2018 to 2019?
Answer: 48

Question: How much percent did the total share-based compensation decreased from 2018 to 2019?
Answer: 66.67

Question: What proportion of the total stock-based compensation expense is made up from the research and development operations in 2019?
Answer: 15.22
{"($ in millions) -- For the year ended December 31:": {"2019": 2019.0, "2018": 2018.0, "Yr.-to-Yr Percent/ Margin Change": "Yr.-to-Yr Percent/ Margin Change"}, "Systems -- External Systems Hardware gross profit": {"2019": 2622.0, "2018": 2590.0, "Yr.-to-Yr Percent/ Margin Change": 1.2}, "Systems -- External Systems Hardware gross profit margin": {"2019": 44.3, "2018": 40.7, "Yr.-to-Yr Percent/ Margin Change": 3.6}, "Systems -- External Operating Systems Software gross profit": {"2019": 1412.0, "2018": 1412.0, "Yr.-to-Yr Percent/ Margin Change": 0.0}, "Systems -- External Operating Systems Software gross profit margin": {"2019": 83.8, "2018": 84.5, "Yr.-to-Yr Percent/ Margin Change": -0.7}, "Systems -- External total gross profit": {"2019": 4034.0, "2018": 4002.0, "Yr.-to-Yr Percent/ Margin Change": 0.8}, "Systems -- External total gross profit margin": {"2019": 53.1, "2018": 49.8, "Yr.-to-Yr Percent/ Margin Change": 3.2}, "Systems -- Pre-tax income": {"2019": 701.0, "2018": 904.0, "Yr.-to-Yr Percent/ Margin Change": -22.4}, "Systems -- Pre-tax margin": {"2019": 8.4, "2018": 10.2, "Yr.-to-Yr Percent/ Margin Change": -1.8}}

Question: What is the increase / (decrease) in the External Operating Systems Software gross profit from 2018 to 2019?
Answer: 0
{"Computer equipment and software": {"Useful Life": 3, "2019": 57474, "2018": 52055}, "Furniture and fixtures": {"Useful Life": 7, "2019": 6096, "2018": 4367}, "Leasehold improvements": {"Useful Life": 2, "2019": 22800, "2018": 9987}, "Renovation in progress": {"Useful Life": "n/a", "2019": 8, "2018": 1984}, "Build-to-suit property": {"Useful Life": 25, "2019": "\u2014", "2018": 51058}, "Total property and equipment, gross": {"Useful Life": "", "2019": 86378, "2018": 119451}, "Less: accumulated depreciation and amortization": {"Useful Life": "", "2019": -49852, "2018": -42197}, "Total property and equipment, net": {"Useful Life": "", "2019": 36526, "2018": 77254}}

Question: What is the change in computer equipment and software between 2018 and 2019?
Answer: 5419

Question: What is the change in furniture and fixtures between 2018 and 2019?
Answer: 1729

Question: What percentage of total property and equipment, gross consist of leasehold improvements in 2018?
Answer: 8.36
{"": {"2019": "\u00a3m", "2018": "\u00a3m"}, "Cost: -- At 1st January": {"2019": 445.8, "2018": 269.4}, "Cost: -- Share options issued to subsidiary company employees": {"2019": 2.2, "2018": 2.6}, "Cost: -- Additions": {"2019": 214.0, "2018": 173.8}, "Cost: -- At 31st December": {"2019": 662.0, "2018": 445.8}}

Question: What was the change in the cost at 31st December in 2019 from 2018?
Answer: 216.2

Question: What was the percentage change in the cost at 31st December in 2019 from 2018?
Answer: 48.5
{"($ in millions) -- For the year ended December 31:": {"2019": 2019, "2018": 2018, "Yr.-to-Yr. Percent Change": "Yr.-to-Yr. Percent Change"}, "Retirement-related planscost -- Service cost": {"2019": 385.0, "2018": 431.0, "Yr.-to-Yr. Percent Change": -10.7}, "Retirement-related planscost -- Multi-employer plans": {"2019": 32.0, "2018": 38.0, "Yr.-to-Yr. Percent Change": -16.9}, "Retirement-related planscost -- Cost of defined contribution plans": {"2019": 1040.0, "2018": 1024.0, "Yr.-to-Yr. Percent Change": 1.5}, "Retirement-related planscost -- Total operating costs/ (income)": {"2019": 1457.0, "2018": 1494.0, "Yr.-to-Yr. Percent Change": -2.5}, "Retirement-related planscost -- Interest cost": {"2019": 2929.0, "2018": 2726.0, "Yr.-to-Yr. Percent Change": 7.4}, "Retirement-related planscost -- Expected return on plan assets": {"2019": -4192.0, "2018": -4049.0, "Yr.-to-Yr. Percent Change": 3.5}, "Retirement-related planscost -- Recognized actuarial losses": {"2019": 1819.0, "2018": 2941.0, "Yr.-to-Yr. Percent Change": -38.2}, "Retirement-related planscost -- Amortization of prior service costs/(credits)": {"2019": -9.0, "2018": -73.0, "Yr.-to-Yr. Percent Change": -87.6}, "Retirement-related planscost -- Curtailments/settlements": {"2019": 41.0, "2018": 11.0, "Yr.-to-Yr. Percent Change": 262.2}, "Retirement-related planscost -- Other costs": {"2019": 28.0, "2018": 16.0, "Yr.-to-Yr. Percent Change": 76.2}, "Retirement-related planscost -- Total non-operating costs/(income)": {"2019": 615.0, "2018": 1572.0, "Yr.-to-Yr. Percent Change": -60.9}, "Retirement-related planscost -- Total retirement-related planscost": {"2019": 2072.0, "2018": 3066.0, "Yr.-to-Yr. Percent Change": -32.4}}

Question: What was the increase / (decrease) in service cost from 2018 to 2019?
Answer: -46

Question: What was the increase / (decrease) in the Other costs from 2018 to 2019?
Answer: 12
{"Beginning balance, January 1": {"2019": 2429, "2018": 7478, "2017": 3532}, "Additions and adjustments": {"2019": 1074, "2018": 1691, "2017": 7680}, "Write-offs": {"2019": -2128, "2018": -6740, "2017": -3734}, "Ending balance, December 31": {"2019": 1375, "2018": 2429, "2017": 7478}}

Question: What is the change in additions and adjustments between 2017 and 2018?
Answer: -5989

Question: What is the percentage change in the ending balance between 2018 and 2019?
Answer: -43.39
{"Trade receivables, net": {"As reported December 31, 2018": 172.3, "Effect of ASC 606 adoption": 6.9, "Amounts without adoption of ASC 606 December 31, 2018": 179.2}, "Prepaid expenses and other current assets": {"As reported December 31, 2018": 67.3, "Effect of ASC 606 adoption": -14.4, "Amounts without adoption of ASC 606 December 31, 2018": 52.9}, "Receivables from related parties": {"As reported December 31, 2018": 6.2, "Effect of ASC 606 adoption": 4.8, "Amounts without adoption of ASC 606 December 31, 2018": 11.0}, "Computer software, net": {"As reported December 31, 2018": 405.6, "Effect of ASC 606 adoption": -3.7, "Amounts without adoption of ASC 606 December 31, 2018": 401.9}, "Deferred contract costs, net": {"As reported December 31, 2018": 161.3, "Effect of ASC 606 adoption": -17.2, "Amounts without adoption of ASC 606 December 31, 2018": 144.1}, "Other non-current assets": {"As reported December 31, 2018": 125.6, "Effect of ASC 606 adoption": -7.0, "Amounts without adoption of ASC 606 December 31, 2018": 118.6}, "Total assets": {"As reported December 31, 2018": 3653.4, "Effect of ASC 606 adoption": -30.6, "Amounts without adoption of ASC 606 December 31, 2018": 3622.8}, "Deferred revenues (current)": {"As reported December 31, 2018": 52.9, "Effect of ASC 606 adoption": 4.1, "Amounts without adoption of ASC 606 December 31, 2018": 57.0}, "Deferred revenues (non-current)": {"As reported December 31, 2018": 106.8, "Effect of ASC 606 adoption": -4.3, "Amounts without adoption of ASC 606 December 31, 2018": 102.5}, "Deferred income taxes": {"As reported December 31, 2018": 220.9, "Effect of ASC 606 adoption": -8.1, "Amounts without adoption of ASC 606 December 31, 2018": 212.8}, "Total liabilities": {"As reported December 31, 2018": 1866.9, "Effect of ASC 606 adoption": -8.3, "Amounts without adoption of ASC 606 December 31, 2018": 1858.6}, "Retained earnings": {"As reported December 31, 2018": 381.1, "Effect of ASC 606 adoption": -22.3, "Amounts without adoption of ASC 606 December 31, 2018": 358.8}, "Total equity": {"As reported December 31, 2018": 1786.5, "Effect of ASC 606 adoption": -22.3, "Amounts without adoption of ASC 606 December 31, 2018": 1764.2}, "Total liabilities and equity": {"As reported December 31, 2018": 3653.4, "Effect of ASC 606 adoption": -30.6, "Amounts without adoption of ASC 606 December 31, 2018": 3622.8}}

Question: What was total equity as a percentage of total liabilities and equity as reported in 2018?
Answer: 48.9

Question: What was the difference in the reported amount in 2018 between net computer software and net deferred contract costs?
Answer: 244.3
{"Contractual Obligations -- Short-term borrowings": {"Total": 98.9, "2020": 98.9, "2021-2022": "$ \u2014", "2023-2024": "$ \u2014", "Thereafter": "$ \u2014"}, "Contractual Obligations -- Current portion of long-term debt(1)": {"Total": 18.4, "2020": 18.4, "2021-2022": "\u2014", "2023-2024": "\u2014", "Thereafter": "\u2014"}, "Contractual Obligations -- Long-term debt(1)": {"Total": 3729.2, "2020": "\u2014", "2021-2022": 938.9, "2023-2024": 1499.8, "Thereafter": 1290.5}, "Contractual Obligations -- Total debt": {"Total": 3846.5, "2020": 117.3, "2021-2022": 938.9, "2023-2024": 1499.8, "Thereafter": 1290.5}, "Contractual Obligations -- Interest payments due on long-term debt(2)": {"Total": 1057.2, "2020": 180.4, "2021-2022": 342.7, "2023-2024": 204.7, "Thereafter": 329.4}, "Contractual Obligations -- Operating leases": {"Total": 105.4, "2020": 30.6, "2021-2022": 40.0, "2023-2024": 18.7, "Thereafter": 16.1}, "Contractual Obligations -- First quarter 2020 quarterly cash dividend declared": {"Total": 24.8, "2020": 24.8, "2021-2022": "\u2014", "2023-2024": "\u2014", "Thereafter": "\u2014"}, "Contractual Obligations -- Other principal contractual obligations": {"Total": 86.2, "2020": 35.6, "2021-2022": 31.4, "2023-2024": 19.2, "Thereafter": "\u2014"}, "Contractual Obligations -- Total contractual cash obligations(3)": {"Total": 5120.1, "2020": 388.7, "2021-2022": 1353.0, "2023-2024": 1742.4, "Thereafter": 1636.0}}

Question: What is the Total contractual cash obligations for years 2020-2024 inclusive?
Answer: 3484.1

Question: What is the percentage change of Operating lease from 2021-2022 to 2023-2024?
Answer: -53.25
{"Net cash provided by (used in) operating activities": {"2019": 174201, "2018": -326809, "2017": 1340677}, "Net cash used in investing activities": {"2019": -362298, "2018": -682714, "2017": -626802}, "Net cash provided by financing activities": {"2019": 74943, "2018": 255228, "2017": 192045}, "Effect of exchange rate changes on cash, cash equivalents and restricted cash.": {"2019": -2959, "2018": -13558, "2017": 8866}, "Net (decrease) increase in cash, cash equivalents and restricted cash": {"2019": -116113, "2018": -767853, "2017": 914786}}

Question: What is the percentage decrease in cash provided in financing activities from 2018 to 2019?
Answer: 70.64
{"": {"2019": "", "2018": "(dollars in thousands)", "$": "", "%": ""}, "Other expense, net": {"2019": 4597.0, "2018": 4628.0, "$": -31.0, "%": -0.7}, "% of revenue": {"2019": 2, "2018": 3, "$": "", "%": ""}}

Question: What was the average Other expense, net for 2018 and 2019?
Answer: 4612.5

Question: What is the change in the % of revenue from 2018 to 2019?
Answer: -1
{"Euro Term Loan due 2024(1)": {"2019": 385208, "2018": 411661}, "1.3% Term loan due 2024": {"2019": 5466, "2018": 7242}, "1.0% State of Connecticut term loan due 2023": {"2019": 1028, "2018": 1406}, "Capital lease obligations": {"2019": 536, "2018": 402}, "Total long-term obligations": {"2019": 392238, "2018": 420711}}

Question: What was the change in Capital lease obligations from 2018 to 2019?
Answer: 134

Question: What was the percentage change in Capital lease obligations from 2018 to 2019?
Answer: 33.33
{"Total operating revenues": {"2018": 127625, "2017": "\u2014", "Change": 127625, "% Change": 100}, "Vessel operating expenses": {"2018": -26317, "2017": -2, "Change": -26315, "% Change": 1315750}, "Voyage expenses": {"2018": -1363, "2017": -121, "Change": -1242, "% Change": 1026}, "Administrative expenses": {"2018": 175, "2017": -1736, "Change": 1911, "% Change": -110}, "Project development expenses": {"2018": -16526, "2017": -2506, "Change": -14020, "% Change": 559}, "Depreciation and amortization": {"2018": -28193, "2017": "\u2014", "Change": -28193, "% Change": 100}, "Other operating gains": {"2018": 2749, "2017": 15100, "Change": -12351, "% Change": -82}, "Operating income": {"2018": 58150, "2017": 10735, "Change": 47415, "% Change": 442}, "Equity in net losses of affiliates": {"2018": -2047, "2017": -8153, "Change": 6106, "% Change": -75}}

Question: What was the percentage change in operating income between 2017 and 2018?
Answer: 441.69
{"Other Financial and Operating Data: -- SaaS and license revenue renewal rate(3)": {"2019": 94, "2018": 93, "2017": 93, "2016": 94, "2015": 93}, "Other Financial and Operating Data: -- Adjusted EBITDA(4)": {"2019": 108307, "2018": 93081, "2017": 71628, "2016": 49034, "2015": 34370}}

Question: What was the change in the SaaS and license revenue renewal rate between 2018 and 2019?
Answer: 1

Question: What was the percentage change in adjusted EBITDA between 2018 and 2019?
Answer: 16.36
{"Stock-based compensation cost: -- Common stock warrants": {"2019": "$\u2014", "2018": 512, "2017": 484}, "Stock-based compensation cost: -- Stock options": {"2019": 16489, "2018": 13279, "2017": 11295}, "Stock-based compensation cost: -- Restricted stock units": {"2019": 14585, "2018": 90, "2017": "\u2014"}, "Stock-based compensation cost: -- Employee stock purchase plan": {"2019": 3326, "2018": 2069, "2017": "\u2014"}, "Stock-based compensation cost: -- Total stock-based compensation cost": {"2019": 34400, "2018": 15950, "2017": 11779}}

Question: What is the percentage change in total stock based compensation cost between 2017 and 2018?
Answer: 35.41

Question: What is the percentage change in total stock based compensation cost between 2018 and 2019?
Answer: 115.67

Question: What is the change in common stock warrants between 2017 and 2018?
Answer: 28
{"Balance at beginning of period(1)": {"2019": 150.1, "2018": 71.5}, "Gains (losses) on assets still held at end of year": {"2019": 16.8, "2018": -16.0}, "Purchases, sales, issuance, and settlements(2)": {"2019": 8.3, "2018": 103.7}, "Transfers in and/or out of Level 3": {"2019": "\u2014", "2018": 1.0}, "Foreign exchange gain (loss)": {"2019": 5.0, "2018": -10.1}, "Balance at end of period(1)": {"2019": 180.2, "2018": 150.1}}

Question: What is the Balance at beginning of period expressed as a percentage of Balance at end of period for year 2019?
Answer: 83.3

Question: What is the difference between the Balance at end of period for 2018 and 2019?
Answer: 30.1

Question: What is percentage growth of Balance at end of period for year 2018 to 2019?
Answer: 20.05
{"Revenue (1)": {"2018": "$\u2014", "2017": 660}, "Cost of revenue (1)": {"2018": -596, "2017": 2252}, "Gross profit (loss)": {"2018": 596, "2017": -1592}, "Operating expenses:    -- Research and development (1)": {"2018": 5251, "2017": 29167}, "Operating expenses:    -- Selling, general and administrative (1)": {"2018": 1560, "2017": 13840}, "Operating expenses:    -- Total operating expenses": {"2018": 6811, "2017": 43007}, "Operating expenses:    -- Loss from discontinued operations (1)": {"2018": -6215, "2017": -44599}, "Operating expenses:    -- Other income (2)": {"2018": "\u2014", "2017": 7500}, "Operating expenses:    -- Gain on sale (2)": {"2018": "\u2014", "2017": 18022}, "Operating expenses:    -- Loss income before income taxes": {"2018": -6215, "2017": -19077}, "Operating expenses:    -- Income tax provision (benefit)": {"2018": "\u2014", "2017": "\u2014"}, "Operating expenses:    -- Loss income from discontinued operations": {"2018": -6215, "2017": -19077}, "Operating expenses:    -- Cash flow used in Operating Activities (1)": {"2018": -10734, "2017": -42776}, "Operating expenses:    -- Cash flow from Investing Activities (2)": {"2018": "\u2014", "2017": 25522}}

Question: What was the change in the Selling, general and administrative expense from 2017 to 2018?
Answer: -12280
{"Income Statement Data: -- Total revenues": {"2019 (1)(2)": 1258294.0, "2018 (3)": 1009780.0, "2017 (4)": 1024191.0, "2016 (5)": 1005701.0, "2015": 1045977.0}, "Income Statement Data: -- Net income": {"2019 (1)(2)": 67062.0, "2018 (3)": 68921.0, "2017 (4)": 5135.0, "2016 (5)": 129535.0, "2015": 85436.0}, "Earnings per share: -- Basic": {"2019 (1)(2)": 0.58, "2018 (3)": 0.59, "2017 (4)": 0.04, "2016 (5)": 1.1, "2015": 0.73}, "Earnings per share: -- Diluted": {"2019 (1)(2)": 0.57, "2018 (3)": 0.59, "2017 (4)": 0.04, "2016 (5)": 1.09, "2015": 0.72}, "Weighted average common shares outstanding: -- Basic": {"2019 (1)(2)": 116175.0, "2018 (3)": 116057.0, "2017 (4)": 118059.0, "2016 (5)": 117533.0, "2015": 117465.0}, "Weighted average common shares outstanding: -- Diluted": {"2019 (1)(2)": 118571.0, "2018 (3)": 117632.0, "2017 (4)": 119444.0, "2016 (5)": 118847.0, "2015": 118919.0}}

Question: What was the percentage change in net income between 2018 and 2019?
Answer: -2.7

Question: What was the percentage change in basic earnings per share between 2017 and 2018?
Answer: 1375

Question: What was the change in net income between 2015 and 2016?
Answer: 44099
{"Germany": {"2019": 3948, "2018": 3658, "2017": 3352}, "Rest of EMEA": {"2019": 8158, "2018": 7446, "2017": 7063}, "EMEA": {"2019": 12105, "2018": 11104, "2017": 10415}, "United States": {"2019": 9085, "2018": 7880, "2017": 7436}, "Rest of Americas": {"2019": 2109, "2018": 1832, "2017": 1911}, "Americas": {"2019": 11194, "2018": 9713, "2017": 9347}, "Japan": {"2019": 1180, "2018": 963, "2017": 885}, "Rest of APJ": {"2019": 3074, "2018": 2928, "2017": 2814}, "APJ": {"2019": 4254, "2018": 3891, "2017": 3699}, "SAP Group": {"2019": 27553, "2018": 24708, "2017": 23461}}

Question: What was the change in APJ in 2019 from 2018?
Answer: 363

Question: What was the percentage change in APJ in 2019 from 2018?
Answer: 9.33
{"Employee severance and benefit costs": {"2019": 16029, "2018": 16269, "2017(2)": 56834}, "Lease costs": {"2019": -41, "2018": 1596, "2017(2)": 3966}, "Asset write-off costs": {"2019": -3566, "2018": 16264, "2017(2)": 94346}, "Other costs": {"2019": 13492, "2018": 2773, "2017(2)": 5249}, "Total restructuring and related charges(1)": {"2019": 25914, "2018": 36902, "2017(2)": 160395}}

Question: What was the change in Other costs between 2018 and 2019?
Answer: 10719

Question: What was the percentage change in the Total restructuring and related charges between 2018 and 2019?
Answer: -29.78
{"($ in millions) -- At December 31:": {"2019": 2019, "2018": 2018}, "($ in millions) -- Total company debt": {"2019": 62899, "2018": 45812}, "($ in millions) -- Total Global Financing segment debt": {"2019": 24727, "2018": 31227}, "($ in millions) -- Debt to support external clients": {"2019": 21487, "2018": 27536}, "($ in millions) -- Debt to support internal clients": {"2019": 3239, "2018": 3690}, "($ in millions) -- Non-Global Financing debt": {"2019": 38173, "2018": 14585}}

Question: What was the increase / (decrease) in the total company debt from 2018 to 2019?
Answer: 17087
{"Major product category -- Deposits software and hardware": {"2019": 41860, "2018": 33071, "2017": 25407}, "Major product category -- Deposits service and other": {"2019": 15170, "2018": 8437, "2017": 6963}, "Major product category -- Deposits revenue": {"2019": 57030, "2018": 41508, "2017": 32370}, "Major product category -- Identity verification software and hardware": {"2019": 4985, "2018": 7627, "2017": 4240}, "Major product category -- Identity verification service and other": {"2019": 22575, "2018": 14424, "2017": 8780}, "Major product category -- Identity verification revenue": {"2019": 27560, "2018": 22051, "2017": 13020}, "Major product category -- Total revenue": {"2019": 84590, "2018": 63559, "2017": 45390}}

Question: What is the proportion of deposits revenue over total revenue in 2017?
Answer: 0.71
{"Cash flows from operating activities": {"2019": 47112, "2018": 60710, "2017": 57187}, "Cash flows used in investing activities": {"2019": -73414, "2018": -13377, "2017": -168795}, "Cash flows (used in) / from financing activities": {"2019": -130, "2018": 2399, "2017": 67303}}

Question: What was the change in Cash flows from operating activities between 2017 and 2018?
Answer: 3523
{"Balances at beginning of period": {"2019": 1856, "2018": 1748}, "Additions from acquisition": {"2019": 1884, "2018": 416}, "Additions - charged to expense": {"2019": 4207, "2018": 109}, "Deductions - write-offs, net of recoveries": {"2019": -202, "2018": -417}, "Balances at end of period": {"2019": 7745, "2018": 1856}}

Question: What were the changes in Additions from acquisition between 2018 and 2019?
Answer: 1468

Question: What was the change in balances at the end of period between 2018 and 2019?
Answer: 5889

Question: What was the percentage change in the balances at beginning of period between 2018 and 2019?
Answer: 6.18
{"Weighted-average fair value of options granted per share": {"2019": 8.78, "2018": 6.63}, "Historical volatility": {"2019": 60, "2018": 46}, "Risk-free interest rate": {"2019": 2.1, "2018": 2.84}, "Dividend yield": {"2019": "\u2014", "2018": "\u2014"}, "Expected life in years": {"2019": 3.6, "2018": 5.7}}

Question: What is the change in expected life in years used in the Black-Scholes model between 2018 and 2019?
Answer: -2.1
{"Revenue": {"Percent change compared to prior fiscal year (as reported)": 25, "Constant currency percent change compared to prior fiscal year (1)": 24, "Positive/negative/neutral impact from foreign exchange rate changes": "Positive"}, "Total spend": {"Percent change compared to prior fiscal year (as reported)": 1, "Constant currency percent change compared to prior fiscal year (1)": 1, "Positive/negative/neutral impact from foreign exchange rate changes": "Neutral"}}

Question: How much did the foreign exchange rate changes impact percent change in revenue?
Answer: 1
{"Spot charter revenues*": {"2019": 283007, "2018": 259978, "2017": 257495}, "Time charter revenues  ": {"2019": 34213, "2018": 29038, "2017": 39646}, "Total Voyage Revenues  ": {"2019": 317220, "2018": 289016, "2017": 297141}}

Question: What is the value of the 2019 spot charter revenues as a percentage of the 2018 spot charter revenues?
Answer: 108.86

Question: What is the value of the 2019 time charter revenues as a percentage of the 2018 time charter revenues?
Answer: 117.82

Question: What is the value of the 2019 total voyage revenue as a percentage of the 2018 total voyage revenues?
Answer: 109.76
{"Corporate debt securities and other": {"2019": 22242, "2018": 44302}, "Commercial paper debt securities": {"2019": "\u2014", "2018": 1647}, "Money market funds": {"2019": 5700, "2018": 6500}, "Total investments": {"2019": 27942, "2018": 52449}, "Investments classified as cash equivalents": {"2019": 10629, "2018": 6808}, "Investments classified as marketable securities": {"2019": 17313, "2018": 45641}}

Question: What is the investments classified as cash equivalents as a percentage of the total investments in 2019?
Answer: 38.04
{"Deferred tax assets: -- Accrued expenses": {"2019": 2427, "2018": 2353}, "Deferred tax assets: -- Long-lived intangible assets and fixed assets - basis difference": {"2019": 25178, "2018": 22947}, "Deferred tax assets: -- Net operating loss carryforwards": {"2019": 81575, "2018": 82017}, "Deferred tax assets: -- Stock-based compensation": {"2019": 15398, "2018": 15172}, "Deferred tax assets: -- Operating lease liabilities": {"2019": 17281, "2018": "\u2014"}, "Deferred tax assets: -- Deferred revenue": {"2019": 3258, "2018": 2861}, "Deferred tax assets: -- Other": {"2019": 5100, "2018": 4557}, "Deferred tax assets: -- Total deferred tax assets": {"2019": 150217, "2018": 129907}, "Deferred tax assets: -- Valuation allowance": {"2019": -116915, "2018": -117058}, "Deferred tax assets: -- Deferred tax assets, net of valuation allowance": {"2019": 33302, "2018": 12849}, "Deferred tax liabilities: -- Prepaid expenses and deferred commissions": {"2019": -14502, "2018": -10831}, "Deferred tax liabilities: -- Operating right-of-use assets": {"2019": -16960, "2018": "\u2014"}, "Deferred tax liabilities: -- Other": {"2019": -795, "2018": -976}, "Deferred tax liabilities: -- Total deferred tax liabilities": {"2019": -32257, "2018": -11807}, "Deferred tax liabilities: -- Net deferred tax assets": {"2019": 1045, "2018": 1042}}

Question: What is the percentage change in Stock-based compensation between 2018 and 2019?
Answer: 1.49

Question: What is the percentage change in Deferred revenue between 2018 and 2019?
Answer: 13.88

Question: What percentage of total deferred tax assets consist of accrued expenses in 2018?
Answer: 1.81
{"Laurel, Mississippi": {"Market": "Big Bird", "Capacity Per Week  ": 650000, "Industry Bird Size": 8.95}, "Hammond, Louisiana": {"Market": "Big Bird", "Capacity Per Week  ": 650000, "Industry Bird Size": 8.95}, "Hazlehurst, Mississippi": {"Market": "Big Bird", "Capacity Per Week  ": 650000, "Industry Bird Size": 8.95}, "Collins, Mississippi": {"Market": "Big Bird", "Capacity Per Week  ": 1300000, "Industry Bird Size": 8.95}, "Waco, Texas": {"Market": "Big Bird", "Capacity Per Week  ": 1300000, "Industry Bird Size": 8.95}, "Palestine, Texas": {"Market": "Big Bird", "Capacity Per Week  ": 1300000, "Industry Bird Size": 8.95}, "St. Pauls, North Carolina": {"Market": "Big Bird", "Capacity Per Week  ": 1300000, "Industry Bird Size": 8.95}, "McComb, Mississippi": {"Market": "Chill-Pack Retail", "Capacity Per Week  ": 1300000, "Industry Bird Size": 6.52}, "Bryan, Texas": {"Market": "Chill-Pack Retail", "Capacity Per Week  ": 1300000, "Industry Bird Size": 6.52}, "Moultrie, Georgia": {"Market": "Chill-Pack Retail", "Capacity Per Week  ": 1300000, "Industry Bird Size": 6.52}, "Kinston, North Carolina": {"Market": "Chill-Pack Retail", "Capacity Per Week  ": 1300000, "Industry Bird Size": 6.52}, "Tyler, Texas": {"Market": "Chill-Pack Retail", "Capacity Per Week  ": 1300000, "Industry Bird Size": 6.52}}

Question: What is the difference in capacity per week between the processing plants at Laurel, Mississippi and Collins, Mississippi? 
Answer: 650000

Question: What is the difference in the industry bird size processed at Palestine, Texas compared to those at Bryan, Texas?
Answer: 2.43
{"As of January 1,": {"2018": 20800, "2019": 20713}, "Additions": {"2018": 136, "2019": 158}, "Share of profit of associates": {"2018": 1800, "2019": 1627}, "Dividend declared": {"2018": -2023, "2019": -878}, "As of December 31,": {"2018": 20713, "2019": 21620}}

Question: What was the change in additions from 2018 to 2019?
Answer: 22

Question: What was the percentage change in share of profit of associates from 2018 to 2019?
Answer: -9.61
{"Cash and cash equivalents": {"2019": 195760, "2018": 303390, "2017": 224614, "2016": 185243}, "Restricted cash": {"2019": 250081, "2018": 155109, "2017": 129224, "2016": 42871}, "Loan receivables held for sale, net": {"2019": 51926, "2018": 2876, "2017": 73606, "2016": 41268}, "Deferred tax assets, net": {"2019": 364841, "2018": 306979, "2017": "\u2014", "2016": "\u2014"}, "Total assets": {"2019": 951048, "2018": 802905, "2017": 462889, "2016": 302205}, "Finance charge reversal liability": {"2019": 206035, "2018": 138589, "2017": 94148, "2016": 68064}, "Term loan": {"2019": 384497, "2018": 386822, "2017": 338263, "2016": "\u2014"}, "Tax receivable agreement liability": {"2019": 311670, "2018": 260901, "2017": "\u2014", "2016": "\u2014"}, "Total liabilities": {"2019": 1005991, "2018": 837670, "2017": 488928, "2016": 89995}, "Total temporary equity": {"2019": "\u2014", "2018": "\u2014", "2017": 430348, "2016": 335720}, "Noncontrolling interest": {"2019": -80758, "2018": -60349, "2017": "\u2014", "2016": "\u2014"}, "Total permanent equity (deficit)": {"2019": -54943, "2018": -34765, "2017": -456387, "2016": -123510}, "Total liabilities, temporary equity and permanent equity (deficit)": {"2019": 951048, "2018": 802905, "2017": 462889, "2016": 302205}}

Question: What was the change in Cash and cash equivalents between 2016 and 2017?
Answer: 39371

Question: What was the percentage change in total assets between 2018 and 2019?
Answer: 18.45