hellotayssir/FinQA_TAT-QA_financial_finetuning_dataset huggingface dataset:
packaging corporation of america notes to consolidated financial statements ( continued ) december 31 , 2002 2 . summary of significant accounting policies ( continued ) stock-based compensation pca entered into management equity agreements in june 1999 with 125 of its management-level employees . these agreements provide for the grant of options to purchase up to an aggregate of 6576460 shares of pca 2019s common stock at $ 4.55 per share , the same price per share at which pca holdings llc purchased common stock in the transactions . the agreement called for these options to vest ratably over a five-year period , or upon completion of an initial public offering , full vesting with contractual restrictions on transfer for a period of up to 18 months following completion of the offering . the options vested with the initial public offering in january 2000 , and the restriction period ended august , 2001 . in october 1999 , the company adopted a long-term equity incentive plan , which provides for grants of stock options , stock appreciation rights ( sars ) , restricted stock and performance awards to directors , officers and employees of pca , as well as others who engage in services for pca . option awards granted to officers and employees vest ratably over a four-year period , whereas option awards granted to directors vest immediately . under the plan , which will terminate on june 1 , 2009 , up to 4400000 shares of common stock is available for issuance under the long-term equity incentive plan . a summary of the company 2019s stock option activity , and related information for the years ended december 31 , 2002 , 2001 and 2000 follows : options weighted-average exercise price .

Table:
 | options | weighted-average exercise price
balance january 1 2000 | 6569200 | $ 4.55
granted | 1059700 | 11.92
exercised | -398138 ( 398138 ) | 4.55
forfeited | -26560 ( 26560 ) | 6.88
balance december 31 2000 | 7204202 | $ 5.62
granted | 953350 | 15.45
exercised | -1662475 ( 1662475 ) | 4.59
forfeited | -16634 ( 16634 ) | 11.18
balance december 31 2001 | 6478443 | $ 7.31
granted | 871000 | 19.55
exercised | -811791 ( 811791 ) | 5.52
forfeited | -63550 ( 63550 ) | 15.44
balance december 31 2002 | 6474102 | $ 9.10
clean proof : for cycle 12 .

Question: what is the total value of the balance of options as of january 1 , 2000 , in millions?
Answer: 29.9
Calculation: multiply(6569200, 4.55), divide(#0, const_1000000)
GreenSky, Inc. NOTES TO CONSOLIDATED FINANCIAL STATEMENTS — (Continued) (United States Dollars in thousands, except per share data, unless otherwise stated)
Note 9. Other Liabilities
The following table details the components of other liabilities in the Consolidated Balance Sheets as of the dates indicated.
(1) We elected the fair value method to account for our servicing liabilities. Refer to Note 3 for additional information.
(2) Related party distributions payable are not included in this balance, but rather are included within related party liabilities.
(3) Refer to Note 3 and Note 8 for additional information on our interest rate swap, which was in a liability position as of December 31, 2019.
(4) Tax related liabilities primarily include certain taxes payable related to the Reorganization Transactions.
(5) Deferred lease liabilities were calculated in accordance with legacy lease guidance in ASC 840, Leases, for the amount presented as of December 31, 2018. Under the new lease guidance codified in ASC 842, Leases, which we adopted on January 1, 2019, we presented operating lease liabilities separately on the Consolidated Balance Sheets as of December 31, 2019. See Note 1 and Note 14 for additional information on our lease accounting.
(6) Accruals and other liabilities as of December 31, 2018 was adjusted to exclude the financial guarantee liability to conform to the current period presentation in the Consolidated Balance Sheets. Refer to Note 1 for additional discussion of our basis of presentation.
Table:
 | December 31, | 
 | 2019 | 2018
Transaction processing liabilities | $24,465 | $4,958
Servicing liabilities(1) | 3,796 | 3,016
Distributions payable(2) | 5,978 | 10,066
Interest rate swap(3) | 2,763 | —
Tax related liabilities(4) | 873 | 4,412
Deferred lease liabilities(5) | — | 2,489
Accruals and other liabilities(6) | 9,442 | 10,110
Other liabilities | $47,317 | $35,051


Question: Why were accruals and other liabilities adjusted?
Answer: to exclude the financial guarantee liability to conform to the current period presentation in the Consolidated Balance Sheets.
the weighted-average grant date fair value of altria group , inc . restricted stock and deferred stock granted during the years ended december 31 , 2014 , 2013 and 2012 was $ 53 million , $ 49 million and $ 53 million , respectively , or $ 36.75 , $ 33.76 and $ 28.77 per restricted or deferred share , respectively . the total fair value of altria group , inc . restricted stock and deferred stock vested during the years ended december 31 , 2014 , 2013 and 2012 was $ 86 million , $ 89 million and $ 81 million , respectively . stock options : altria group , inc . has not granted stock options since 2002 , and there have been no stock options outstanding since february 29 , 2012 . the total intrinsic value of options exercised during the year ended december 31 , 2012 was insignificant . note 12 . earnings per share basic and diluted earnings per share ( 201ceps 201d ) were calculated using the following: .

Table:
( in millions ) | for the years ended december 31 , 2014 | for the years ended december 31 , 2013 | for the years ended december 31 , 2012
net earnings attributable to altria group inc . | $ 5070 | $ 4535 | $ 4180
less : distributed and undistributed earnings attributable to unvested restricted and deferred shares | -12 ( 12 ) | -12 ( 12 ) | -13 ( 13 )
earnings for basic and diluted eps | $ 5058 | $ 4523 | $ 4167
weighted-average shares for basic and diluted eps | 1978 | 1999 | 2024
net earnings attributable to altria group , inc .
$ 5070 $ 4535 $ 4180 less : distributed and undistributed earnings attributable to unvested restricted and deferred shares ( 12 ) ( 12 ) ( 13 ) earnings for basic and diluted eps $ 5058 $ 4523 $ 4167 weighted-average shares for basic and diluted eps 1978 1999 2024 since february 29 , 2012 , there have been no stock options outstanding .
for the 2012 computation , there were no antidilutive stock options .
altria group , inc .
and subsidiaries notes to consolidated financial statements _________________________ altria_mdc_2014form10k_nolinks_crops.pdf 54 2/25/15 5:56 pm .

Question: what is the restricted stock and deferred stock vested in 2014 as a percentage of net earnings attributable to altria group inc . in 2014?
Answer: 1.70%
Calculation: divide(86, 5070)
The following table details our restructuring activities as reflected in the Consolidated Statements of Operations for the years ended December 31, 2019, 2018 and 2017:
(1) Other associated costs excludes non-cash cost of $1.9 million for the year ended December 31, 2018 related to sharebased compensation expense.
Table:
 |  | Year Ended December 31, | 
(In millions) | 2019 | 2018 | 2017
Continuing operations: |  |  | 
Other associated costs(1) | $ 60.3 | $ 13.9 | $ 14.3
Restructuring charges | 41.9 | 47.8 | 12.1
Total charges from continuing operations | 102.2 | 61.7 | 26.4
Charges included in discontinued operations | 2014 | 2014 | 2.4
Total charges | $ 102.2 | $ 61.7 | $ 28.8
Capital expenditures | $ 3.4 | $ 1.0 | $ 21.3


Question: If the other associated cost related to sharebased compensation expense was included, what is the other associated costs for 2018?
Answer: 15.8
Calculation: 13.9+1.9
Inventories and Inventory Valuation
Inventories are stated at the lower of first-in, first-out (FIFO) cost or market value. Market value is based upon an estimated average selling price reduced by estimated costs of disposal. Should actual market conditions differ from the Company’s estimates, the Company’s future results of operations could be materially affected. Reductions in inventory valuation are included in Cost of revenue in the accompanying Consolidated Statements of Operations. The Company reviews inventory for excess quantities and obsolescence based on its best estimates of future demand, product lifecycle status and product development plans. The Company uses historical information along with these future estimates to reduce the inventory cost basis. Subsequent changes in facts and circumstances do not result in the restoration or increase in that newly established cost basis. Prices anticipated for future inventory demand are compared to current and committed inventory values.
The components of inventories are as follows:
Table:
March 31, |  | 
(in thousands) | 2019 | 2018
Raw materials | $3,445 | $2,969
Finished goods | 6,356 | 6,253
Total inventories | $9,801 | $9,222


Question: How is the market value calculated?
Answer: based upon an estimated average selling price reduced by estimated costs of disposal
Amortization of Intangibles and Acquisition-Related Costs
Amortization of intangibles included in operating expense and acquisition-related costs during fiscal years 2019 , 2018 and 2017 were as follows (in thousands):
Amortization of intangible assets consists of amortization of acquired intangible assets, including customer relationships and trademarks and trade names. Acquisition-related costs include legal expense, due diligence costs, and other professional costs incurred for business acquisitions.
The increase in amortization of intangible assets from fiscal year 2018 to 2019 was primarily due to the Blue Microphones Acquisition and the ASTRO Acquisition. The increase in amortization of intangible assets from fiscal year 2018 to 2017 was primarily driven by the ASTRO Acquisition.
Table:
 |  | Years Ended March 31, | 
 | 2019 | 2018 | 2017
Amortization of intangible assets | $12,594 | $7,518 | $4,352
Acquisition-related costs | 1,696 | 1,412 | 1,462
Total | $14,290 | $8,930 | $5,814


Question: What is the increase in amortization of intangible assets between 2018 and 2019
Answer: 5076
Calculation: $12,594 - $7,518
Share-based Compensation Our Board of Directors may grant share-based awards from our shareholder approved Amended and Restated Consolidated Communications Holdings, Inc. 2005 Long-Term Incentive Plan (the “Plan”). The Plan permits the issuance of awards in the form of stock options, stock appreciation rights, stock grants, stock unit grants and other equity-based awards to eligible directors and employees at the discretion of the Compensation Committee of the Board of Directors.
On April 30, 2018, the shareholders approved an amendment to the Plan to increase by 2,000,000 the number of shares of our common stock authorized for issuance under the Plan and extend the term of the Plan through April 30, 2028.
With the amendment, approximately 4,650,000 shares of our common stock are authorized for issuance under the Plan, provided that no more than 300,000 shares may be granted in the form of stock options or stock appreciation rights to any eligible employee or director in any calendar year. Unless terminated sooner, the Plan will continue in effect until April 30, 2028.
We measure the fair value of RSAs based on the market price of the underlying common stock on the date of grant. We recognize the expense associated with RSAs on a straight-line basis over the requisite service period, which generally ranges from immediate vesting to a four year vesting period.
We implemented an ongoing performance-based incentive program under the Plan. The performance-based incentive program provides for annual grants of PSAs. PSAs are restricted stock that are issued, to the extent earned, at the end of each performance cycle.
Under the performance-based incentive program, each participant is given a target award expressed as a number of shares, with a payout opportunity ranging from 0% to 120% of the target, depending on performance relative to predetermined goals. An estimate of the number of PSAs that are expected to vest is made, and the fair value of the PSAs is expensed utilizing the fair value on the date of grant over the requisite service period.
The following table summarizes grants of RSAs and PSAs under the Plan during the years ended December 31, 2019, 2018 and 2017:
Table:
 |  |  | Year Ended December 31, |  |  | 
 | 2019 | Grant Date Fair Value | 2018 | Grant Date Fair Value | 2017 | Grant Date Fair Value
RSAs Granted | 551,214 | $ 9.87 | 478,210 | $ 12.45 | 124,100 | $ 23.12
PSAs Granted | 371,672 | $ 12.45 | - | $ - | 36,982 | $ 23.27
Total | 922,886 |  | 478,210 |  | 161,082 | 


Question: What is the authorized common stock for issuance under the plan?
Answer: 4,650,000
republic services , inc . notes to consolidated financial statements 2014 ( continued ) the plan to reflect the allied acquisition . the 2006 plan , as amended and restated , provides for the grant of non- qualified stock options , incentive stock options , shares of restricted stock , shares of phantom stock , stock bonuses , restricted stock units , stock appreciation rights , performance awards , dividend equivalents , cash awards , or other stock-based awards . awards granted under the 2006 plan prior to december 5 , 2008 became fully vested and nonforfeitable upon the closing of the acquisition . awards may be granted under the 2006 plan , as amended and restated , after december 5 , 2008 only to employees and consultants of allied and its subsidiaries who were not employed by republic prior to such date . as of december 31 , 2013 , there were approximately 15.6 million shares of common stock reserved for future grants under the 2006 plan . stock options we use a lattice binomial option-pricing model to value our stock option grants . we recognize compensation expense on a straight-line basis over the requisite service period for each separately vesting portion of the award , or to the employee 2019s retirement eligible date , if earlier . expected volatility is based on the weighted average of the most recent one year volatility and a historical rolling average volatility of our stock over the expected life of the option . the risk-free interest rate is based on federal reserve rates in effect for bonds with maturity dates equal to the expected term of the option . we use historical data to estimate future option exercises , forfeitures ( at 3.0% ( 3.0 % ) for each of the periods presented ) and expected life of the options . when appropriate , separate groups of employees that have similar historical exercise behavior are considered separately for valuation purposes . the weighted-average estimated fair values of stock options granted during the years ended december 31 , 2013 , 2012 and 2011 were $ 5.27 , $ 4.77 and $ 5.35 per option , respectively , which were calculated using the following weighted-average assumptions: .

Table:
 | 2013 | 2012 | 2011
expected volatility | 28.9% ( 28.9 % ) | 27.8% ( 27.8 % ) | 27.3% ( 27.3 % )
risk-free interest rate | 0.7% ( 0.7 % ) | 0.8% ( 0.8 % ) | 1.7% ( 1.7 % )
dividend yield | 3.2% ( 3.2 % ) | 3.2% ( 3.2 % ) | 2.7% ( 2.7 % )
expected life ( in years ) | 4.5 | 4.5 | 4.4
contractual life ( in years ) | 7.0 | 7.0 | 7.0
.

Question: what was the percentage change in the expected volatility from 2012 to 2013
Answer: 3.95%
Calculation: subtract(28.9, 27.8), divide(#0, 27.8)
IFRS cash flow
The key drivers of the decrease in cash and cash equivalents of £35.8 million in the year are discussed below.
Cash flows from operating activities of £11.1 million were £91.5 million lower than 2018, largely due to the reduction in underlying earnings of £65.9 million (see income statement section) and the early settlement of interest rate swaps of £52.4 million, partially offset by improvements in working capital of £32.2 million.
Cash flows from investing activities mainly reflected cash inflows related to the part disposal of intu Derby of £96.7 million and other sundry disposals of £75.3 million, partially offset by capital expenditure during the year of £127.7 million.
Cash flows from financing activities primarily reflected net borrowings repaid in the year (see debt activity section on page 36).
Table:
m | 2019 | 2018
Cash flows from: |  | 
operating activities | 11.1 | 102.6
investing activities | 75.5 | (0.4)
financing activities | (122.4) | (90.8)
Net change in cash and cash equivalents | (35.8) | 11.4


Question: What are the investing activities that resulted in cash inflows?
Answer: part disposal of intu Derby of £96.7 million, other sundry disposals of £75.3 million
6 . principal transactions citi 2019s principal transactions revenue consists of realized and unrealized gains and losses from trading activities . trading activities include revenues from fixed income , equities , credit and commodities products and foreign exchange transactions that are managed on a portfolio basis characterized by primary risk . not included in the table below is the impact of net interest revenue related to trading activities , which is an integral part of trading activities 2019 profitability . for additional information regarding principal transactions revenue , see note a04 to the consolidated financial statements for information about net interest revenue related to trading activities . principal transactions include cva ( credit valuation adjustments on derivatives ) and fva ( funding valuation adjustments ) on over-the-counter derivatives . these adjustments are discussed further in note 24 to the consolidated financial statements . the following table presents principal transactions revenue: .

Table:
in millions of dollars | 2018 | 2017 | 2016
interest rate risks ( 1 ) | $ 5186 | $ 5301 | $ 4229
foreign exchange risks ( 2 ) | 1423 | 2435 | 1699
equity risks ( 3 ) | 1346 | 525 | 330
commodity and other risks ( 4 ) | 662 | 425 | 899
credit products and risks ( 5 ) | 445 | 789 | 700
total | $ 9062 | $ 9475 | $ 7857
( 1 ) includes revenues from government securities and corporate debt , municipal securities , mortgage securities and other debt instruments .
also includes spot and forward trading of currencies and exchange-traded and over-the-counter ( otc ) currency options , options on fixed income securities , interest rate swaps , currency swaps , swap options , caps and floors , financial futures , otc options and forward contracts on fixed income securities .
( 2 ) includes revenues from foreign exchange spot , forward , option and swap contracts , as well as foreign currency translation ( fx translation ) gains and losses .
( 3 ) includes revenues from common , preferred and convertible preferred stock , convertible corporate debt , equity-linked notes and exchange-traded and otc equity options and warrants .
( 4 ) primarily includes revenues from crude oil , refined oil products , natural gas and other commodities trades .
( 5 ) includes revenues from structured credit products. .

Question: what was the percent change of the principal transactions revenue associated with interest rate risks from 2016 to 2017
Answer: 25.3%
Calculation: subtract(5301, 4229), divide(#0, 4229)
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS (in thousands, except for share and per share data)
NOTE 5 — Property, Plant and Equipment
Property, plant and equipment is comprised of the following:
Table:
 | As of December 31, | 
 | 2019 | 2018
Land and land improvements | $1,095 | $1,136
Buildings and improvements | 68,350 | 70,522
Machinery and equipment | 224,312 | 231,619
Less: Accumulated depreciation | (188,719) | (203,876)
Property, plant and equipment, net | $105,038 | $99,401


Question: What was the percentage change in the the total net property, plant and equipment between 2018 and 2019?
Answer: 5.67
Calculation: ((105,038-99,401)/99,401) * 100
10/27/13 10/26/14 10/25/15 10/30/16 10/29/17 10/28/18 applied materials , inc . s&p 500 rdg semiconductor composite part ii item 5 : market for registrant 2019s common equity , related stockholder matters and issuer purchases of equity securities market information applied 2019s common stock is traded on the nasdaq global select market under the symbol amat . as of december 7 , 2018 , there were 2854 registered holders of applied common stock . performance graph the performance graph below shows the five-year cumulative total stockholder return on applied common stock during the period from october 27 , 2013 through october 28 , 2018 . this is compared with the cumulative total return of the standard & poor 2019s 500 stock index and the rdg semiconductor composite index over the same period . the comparison assumes $ 100 was invested on october 27 , 2013 in applied common stock and in each of the foregoing indices and assumes reinvestment of dividends , if any . dollar amounts in the graph are rounded to the nearest whole dollar . the performance shown in the graph represents past performance and should not be considered an indication of future performance . comparison of 5 year cumulative total return* among applied materials , inc. , the s&p 500 index and the rdg semiconductor composite index *assumes $ 100 invested on 10/27/13 in stock or 10/31/13 in index , including reinvestment of dividends . indexes calculated on month-end basis . copyright a9 2018 standard & poor 2019s , a division of s&p global . all rights reserved. .

Table:
 | 10/27/2013 | 10/26/2014 | 10/25/2015 | 10/30/2016 | 10/29/2017 | 10/28/2018
applied materials | 100.00 | 121.04 | 96.67 | 171.69 | 343.16 | 198.27
s&p 500 index | 100.00 | 117.27 | 123.37 | 128.93 | 159.40 | 171.11
rdg semiconductor composite index | 100.00 | 128.42 | 126.26 | 154.41 | 232.29 | 221.61
.

Question: what is the roi for applied materials if the investment made on october 2013 was sold 2 years later?
Answer: -3.3%
Calculation: subtract(96.67, const_100), divide(#0, const_100)
Available Liquidity
The following table sets forth our available liquidity for the periods indicated (in thousands):
The decrease in total liquidity is primarily attributable to $239.0 million of outstanding revolving credit facility borrowings and $48.0 million of payments to purchase property and equipment and software and distribution rights, partially offset by positive operating cash flows.
The Company and Official Payments Corporation, a wholly owned subsidiary, maintain a $140.0 million uncommitted overdraft facility with Bank of America, N.A. The overdraft facility acts as a secured loan under the terms of the Credit Agreement to provide an additional funding mechanism for timing differences that can occur in the bill payment settlement process. As of December 31, 2019, $138.5 million was available.
Cash and cash equivalents consist of highly liquid investments with original maturities of three months or less. As of December 31, 2019, we had $121.4 million in cash and cash equivalents, of which $49.2 million was held by our foreign subsidiaries. If these funds were needed for our operations in the U.S., we may potentially be required to pay foreign and U.S. state income taxes to repatriate these funds. As of December 31, 2019, only the earnings in our Indian foreign subsidiaries are indefinitely reinvested. The earnings of all other foreign entities are no longer indefinitely reinvested. We are also permanently reinvested for outside book/tax basis differences related to foreign subsidiaries. These outside basis differences could reverse through sales of the foreign subsidiaries, as well as various other events, none of which are considered probable as of December 31, 2019.
Table:
 | December 31, | 
 | 2019 | 2018
Cash and cash equivalents | $121,398 | $148,502
Availability under revolving credit facility | 261,000 | 500,000
Total liquidity | $382,398 | $648,502


Question: What was the percentage change in cash and cash equivalents between 2018 and 2019?
Answer: -18.25
Calculation: (($121,398-$148,502)/$148,502) * 100