bevaya/FinQA huggingface dataset:
net impairment we recognized $ 16.9 million and $ 14.9 million of net impairment during the years ended december 31 , 2012 and 2011 , respectively , on certain securities in our non-agency cmo portfolio due to continued deterioration in the expected credit performance of the underlying loans in those specific securities . the gross other-than-temporary impairment ( 201cotti 201d ) and the noncredit portion of otti , which was or had been previously recorded through other comprehensive income ( loss ) , are shown in the table below ( dollars in millions ) : year ended december 31 , 2012 2011 .

Table: year ended december 31 2012 2011 other-than-temporary impairment ( 201cotti 201d ) $ -19.8 ( 19.8 ) $ -9.2 ( 9.2 ) less : noncredit portion of otti recognized into ( out of ) other comprehensive income ( loss ) ( before tax ) 2.9 -5.7 ( 5.7 ) net impairment $ -16.9 ( 16.9 ) $ -14.9 ( 14.9 )

provision for loan losses provision for loan losses decreased 20% ( 20 % ) to $ 354.6 million for the year ended december 31 , 2012 compared to 2011 . the decrease in provision for loan losses was driven primarily by improving credit trends , as evidenced by the lower levels of delinquent loans in the one- to four-family and home equity loan portfolios , and loan portfolio run-off . the decrease was partially offset by $ 50 million in charge-offs associated with newly identified bankruptcy filings during the third quarter of 2012 , with approximately 80% ( 80 % ) related to prior years . we utilize third party loan servicers to obtain bankruptcy data on our borrowers and during the third quarter of 2012 , we identified an increase in bankruptcies reported by one specific servicer . in researching this increase , we discovered that the servicer had not been reporting historical bankruptcy data on a timely basis . as a result , we implemented an enhanced procedure around all servicer reporting to corroborate bankruptcy reporting with independent third party data . through this additional process , approximately $ 90 million of loans were identified in which servicers failed to report the bankruptcy filing to us , approximately 90% ( 90 % ) of which were current at the end of the third quarter of 2012 . as a result , these loans were written down to the estimated current value of the underlying property less estimated selling costs , or approximately $ 40 million , during the third quarter of 2012 . these charge-offs resulted in an increase to provision for loan losses of $ 50 million for the year ended december 31 , 2012 . the provision for loan losses has declined four consecutive years , down 78% ( 78 % ) from its peak of $ 1.6 billion for the year ended december 31 , 2008 . we expect provision for loan losses to continue to decline over the long term , although it is subject to variability in any given quarter. .

Question: what was the percentage change in otti between 2011 and 2012?
Answer: 115%
Calculation: divide(subtract(19.8, 9.2), 9.2)
notes to consolidated financial statements ( continued ) note 7 2014income taxes ( continued ) as of september 30 , 2006 , the company has state and foreign tax loss and state credit carryforwards , the tax effect of which is $ 55 million . certain of those carryforwards , the tax effect of which is $ 12 million , expire between 2016 and 2019 . a portion of these carryforwards was acquired from the company 2019s previous acquisitions , the utilization of which is subject to certain limitations imposed by the internal revenue code . the remaining benefits from tax losses and credits do not expire . as of september 30 , 2006 and september 24 , 2005 , a valuation allowance of $ 5 million was recorded against the deferred tax asset for the benefits of state operating losses that may not be realized . management believes it is more likely than not that forecasted income , including income that may be generated as a result of certain tax planning strategies , together with the tax effects of the deferred tax liabilities , will be sufficient to fully recover the remaining deferred tax assets . a reconciliation of the provision for income taxes , with the amount computed by applying the statutory federal income tax rate ( 35% ( 35 % ) in 2006 , 2005 , and 2004 ) to income before provision for income taxes , is as follows ( in millions ) : 2006 2005 2004 as restated ( 1 ) as restated ( 1 ) .

Table: 2006 2005 as restated ( 1 ) 2004 as restated ( 1 ) computed expected tax $ 987 $ 633 $ 129 state taxes net of federal effect 86 -19 ( 19 ) -5 ( 5 ) indefinitely invested earnings of foreign subsidiaries -224 ( 224 ) -98 ( 98 ) -31 ( 31 ) nondeductible executive compensation 11 14 12 research and development credit net -12 ( 12 ) -26 ( 26 ) -5 ( 5 ) other items -19 ( 19 ) -24 ( 24 ) 4 provision for income taxes $ 829 $ 480 $ 104 effective tax rate 29% ( 29 % ) 27% ( 27 % ) 28% ( 28 % )

( 1 ) see note 2 , 201crestatement of consolidated financial statements . 201d the company 2019s income taxes payable has been reduced by the tax benefits from employee stock options . the company receives an income tax benefit calculated as the difference between the fair market value of the stock issued at the time of the exercise and the option price , tax effected . the net tax benefits from employee stock option transactions were $ 419 million , $ 428 million ( as restated ( 1 ) ) , and $ 83 million ( as restated ( 1 ) ) in 2006 , 2005 , and 2004 , respectively , and were reflected as an increase to common stock in the consolidated statements of shareholders 2019 equity. .

Question: what was the 2005 tax expense?
Answer: $ 129.60
Calculation: multiply(480, 27%)
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

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Question: what was the growth of the weighted-average estimated fair values of stock options granted from 2012 to 2013
Answer: 10.5%
Calculation: divide(subtract(5.27, 4.77), 4.77)
Explanation: the weighted-average estimated fair values of stock options granted growth was 10.5% from 2012 to 2013
security ownership of 5% ( 5 % ) holders , directors , nominees and executive officers name of beneficial owner shares of common stock beneficially owned ( 1 ) percent of common stock outstanding .

Table: name of beneficial owner fidelity investments name of beneficial owner 57162311 -2 ( 2 ) 6.65% ( 6.65 % ) alliancebernstein lp 48637731 -3 ( 3 ) 5.66% ( 5.66 % ) steven p . jobs 5546451 -4 ( 4 ) * william v . campbell 221004 -5 ( 5 ) * timothy d . cook 12597 -6 ( 6 ) * millard s . drexler 220000 -7 ( 7 ) * albert a . gore jr . 60000 -8 ( 8 ) * ronald b . johnson 2049890 -9 ( 9 ) * arthur d . levinson 362400 -10 ( 10 ) * peter oppenheimer 149768 -11 ( 11 ) * philip w . schiller 256 -12 ( 12 ) * eric e . schmidt 12284 -13 ( 13 ) * jerome b . york 80000 -14 ( 14 ) * all current executive officers and directors as a group ( 15 persons ) 9378423 -15 ( 15 ) 1.09% ( 1.09 % )

all current executive officers and directors as a group ( 15 persons ) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9378423 ( 15 ) 1.09% ( 1.09 % ) ( 1 ) represents shares of common stock held and/or options held by such individuals that were exercisable at the table date or within 60 days thereafter . this does not include options or restricted stock units that vest after 60 days . the share numbers have been adjusted to reflect the company 2019s two-for-one stock split in february 2005 . ( 2 ) based on a form 13g/a filed february 14 , 2005 by fmr corp . fmr corp . lists its address as 82 devonshire street , boston , ma 02109 , in such filing . ( 3 ) based on a form 13f filed january 25 , 2006 , by barclays global investors . barclays global investors lists its address as 45 fremont street , san francisco , ca 94105 . ( 4 ) includes 120000 shares of common stock that mr . jobs has the right to acquire by exercise of stock options . ( 5 ) includes 220000 shares of common stock that mr . campbell has the right to acquire by exercise of stock options . ( 6 ) excludes 600000 unvested restricted stock units . ( 7 ) includes 40000 shares of common stock that mr . drexler holds indirectly and 180000 shares of common stock that mr . drexler has the right to acquire by exercise of stock options . ( 8 ) consists of 60000 shares of common stock that mr . gore has the right to acquire by exercise of stock options . ( 9 ) includes 1900000 shares of common stock that mr . johnson has the right to acquire by exercise of stock options and excludes 450000 unvested restricted stock units . ( 10 ) includes 2000 shares of common stock that dr . levinson holds indirectly and 100000 shares of common stock that dr . levinson has the right to acquire by exercise of stock options . ( 11 ) excludes 450000 unvested restricted stock units . ( 12 ) excludes 400000 unvested restricted stock units. .

Question: if mr . oppenheimer's rsus vest , how many total shares would he then have?
Answer: 599768
Calculation: add(149768, 450000)
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 percentage of total principal transactions revenue in 2016 was do to interest rate risks?
Answer: 54%
Calculation: divide(4229, 7857)
humana inc . notes to consolidated financial statements 2014 ( continued ) amortization expense for other intangible assets was approximately $ 75 million in 2017 , $ 77 million in 2016 , and $ 93 million in 2015 . the following table presents our estimate of amortization expense for each of the five next succeeding fiscal years: .

Table: ( in millions ) for the years ending december 31, 2018 $ 64 2019 54 2020 52 2021 19 2022 16

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Question: what was the percent of the decline in amortization expense for other intangible assets from 2016 to 2017
Answer: -2.6%
Calculation: divide(subtract(75, 77), 77)
part i item 1 entergy corporation , domestic utility companies , and system energy research spending entergy is a member of the electric power research institute ( epri ) . epri conducts a broad range of research in major technical fields related to the electric utility industry . entergy participates in various epri projects based on entergy's needs and available resources . the domestic utility companies contributed $ 1.5 million in 2003 , $ 2.1 million in 2002 , and $ 4 million in 2001 to epri . the non-utility nuclear business contributed $ 3 million in 2003 and 2002 and $ 2 million in 2001 to epri . employees employees are an integral part of entergy's commitment to serving its customers . as of december 31 , 2003 , entergy employed 14773 people. .

Table: entergy arkansas 1516 entergy gulf states 1676 entergy louisiana 918 entergy mississippi 810 entergy new orleans 375 system energy - entergy operations 2902 entergy services 2755 entergy nuclear operations 3357 other subsidiaries 255 total full-time 14564 part-time 209 total entergy 14773

approximately 4900 employees are represented by the international brotherhood of electrical workers union , the utility workers union of america , and the international brotherhood of teamsters union. .

Question: what portion of the total entergy employees is represented by unions?
Answer: 33.2%
Calculation: divide(4900, 14773)
compensation plan approved by security holders . the employee stock purchase plan and the 2005 director stock plan were approved by shareholders at our 2005 annual meeting of shareholders . in connection with our mergers with cbot holdings and nymex holdings , we assumed their existing equity plans . the shares relating to the cbot holdings and nymex holdings plans are listed in the table below as being made under an equity compensation plan approved by security holders based upon the fact that shareholders of the company approved the related merger transactions . plan category number of securities to be issued upon exercise of outstanding options ( a ) weighted-average exercise price of outstanding options ( b ) number of securities remaining available for future issuance under equity compensation plans ( excluding securities reflected in column ( a ) ) ( c ) equity compensation plans approved by security holders . . . . . . . . . . . . . . . . . . . 1211143 $ 308.10 5156223 equity compensation plans not approved by security holders . . . . . . . . . . . . . . . . 5978 22.00 2014 .

Table: plan category number of securities to be issued upon exercise of outstanding options ( a ) weighted-average exercise price of outstanding options ( b ) number of securities remaining available for future issuance underequity compensation plans ( excluding securities reflected in column ( a ) ) ( c ) equity compensation plans approved by security holders 1211143 $ 308.10 5156223 equity compensation plans not approved by security holders 5978 22.00 2014 total 1217121 5156223

item 13 . certain relationships , related transactions and director independence the information required by this item is included in cme group 2019s proxy statement under the heading 201ccertain business relationships with related parties 201d and 201ccorporate governance 2014director independence 201d and is incorporated herein by reference , pursuant to general instruction g ( 3 ) . item 14 . principal accountant fees and services the information required by this item is included in cme group 2019s proxy statement under the heading 201caudit committee disclosures 2014principal accountant fees and services 201d and 201caudit committee disclosures 2014audit committee policy for approval of audit and permitted non-audit services 201d and is incorporated herein by reference , pursuant to general instruction g ( 3 ) . .

Question: what is the total value of the approved equity compensation plans in 2005 , in millions of dollars?
Answer: 375.15
Calculation: divide(multiply(1211143, 308.10), const_1000000)
Explanation: its the number of the approved equity compensation plans multiplied by it's exercise price .
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Table: currency 2012 2011 2010 real $ 40.4 $ 42.4 $ 32.5 euro 27.1 26.4 18.6 pound sterling 18.5 17.6 9.0 indian rupee 4.3 3.6 2.6 total impact $ 90.3 $ 90.0 $ 62.7

the impact on earnings of the foregoing assumed 10% ( 10 % ) change in each of the periods presented would not have been significant . revenue included $ 100.8 million and operating income included $ 9.0 million of unfavorable foreign currency impact during 2012 resulting from a stronger u.s . dollar during 2012 compared to 2011 . our foreign exchange risk management policy permits the use of derivative instruments , such as forward contracts and options , to reduce volatility in our results of operations and/or cash flows resulting from foreign exchange rate fluctuations . our international operations' revenues and expenses are generally denominated in local currency , which limits the economic exposure to foreign exchange risk in those jurisdictions . we do not enter into foreign currency derivative instruments for trading purposes . we have entered into foreign currency forward exchange contracts to hedge foreign currency exposure to intercompany loans . as of december 31 , 2012 , the notional amount of these derivatives was approximately $ 115.6 million and the fair value was nominal . these derivatives are intended to hedge the foreign exchange risks related to intercompany loans , but have not been designated as hedges for accounting purposes. .

Question: what is the unfavorable impact in the operating expense in 2012 resulting from a stronger u.s . dollar?
Answer: 91.8
Calculation: subtract(100.8, 9.0)
supplementary information on oil and gas producing activities ( unaudited ) changes in the standardized measure of discounted future net cash flows ( in millions ) 2011 2010 2009 .

Table: ( in millions ) 2011 2010 2009 sales and transfers of oil and gas produced net of production and administrative costs $ -7922 ( 7922 ) $ -6330 ( 6330 ) $ -4876 ( 4876 ) net changes in prices and production and administrative costs related to future production 12313 9843 4840 extensions discoveries and improved recovery less related costs 1454 1268 1399 development costs incurred during the period 1899 2546 2786 changes in estimated future development costs -1349 ( 1349 ) -2153 ( 2153 ) -3773 ( 3773 ) revisions of previous quantity estimates 2526 1117 5110 net changes in purchases and sales of minerals in place 233 -20 ( 20 ) -159 ( 159 ) accretion of discount 2040 1335 787 net change in income taxes -6676 ( 6676 ) -4231 ( 4231 ) -4345 ( 4345 ) timing and other 130 250 -149 ( 149 ) net change for the year 4648 3625 1620 beginning of the year 9280 5655 4035 end of year $ 13928 $ 9280 $ 5655

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Question: what were total development costs in millions for the three year period?
Answer: 7231
Calculation: table_sum(development costs incurred during the period, none)
performance graph the table below compares the cumulative total shareholder return on our common stock with the cumulative total return of ( i ) the standard & poor 2019s 500 composite stock index ( 201cs&p 500 index 201d ) , ( ii ) the standard & poor 2019s industrials index ( 201cs&p industrials index 201d ) and ( iii ) the standard & poor 2019s consumer durables & apparel index ( 201cs&p consumer durables & apparel index 201d ) , from december 31 , 2007 through december 31 , 2012 , when the closing price of our common stock was $ 16.66 . the graph assumes investments of $ 100 on december 31 , 2007 in our common stock and in each of the three indices and the reinvestment of dividends . performance graph 2007 2008 2009 2010 2011 2012 s&p 500 index s&p industrials index s&p consumer durables & apparel index the table below sets forth the value , as of december 31 for each of the years indicated , of a $ 100 investment made on december 31 , 2007 in each of our common stock , the s&p 500 index , the s&p industrials index and the s&p consumer durables & apparel index and includes the reinvestment of dividends. .

Table: 2008 2009 2010 2011 2012 masco $ 55.78 $ 71.52 $ 67.12 $ 52.15 $ 92.49 s&p 500 index $ 63.45 $ 79.90 $ 91.74 $ 93.67 $ 108.55 s&p industrials index $ 60.60 $ 72.83 $ 92.04 $ 91.50 $ 105.47 s&p consumer durables & apparel index $ 66.43 $ 90.54 $ 118.19 $ 127.31 $ 154.72

in july 2007 , our board of directors authorized the purchase of up to 50 million shares of our common stock in open-market transactions or otherwise . at december 31 , 2012 , we had remaining authorization to repurchase up to 24 million shares . during the first quarter of 2012 , we repurchased and retired one million shares of our common stock , for cash aggregating $ 8 million to offset the dilutive impact of the 2012 grant of one million shares of long-term stock awards . we have not purchased any shares since march 2012. .

Question: what was the percent of the increase in the performance of the s&p 500 index from 2008 to 2009
Answer: 25.93%
Calculation: divide(subtract(79.90, 63.45), 63.45)
Explanation: the performance of the s&p 500 index increased by 25.93 from 2008 to 2009