bevaya/FinQA huggingface dataset:
12 . brokerage receivables and brokerage payables citi has receivables and payables for financial instruments sold to and purchased from brokers , dealers and customers , which arise in the ordinary course of business . citi is exposed to risk of loss from the inability of brokers , dealers or customers to pay for purchases or to deliver the financial instruments sold , in which case citi would have to sell or purchase the financial instruments at prevailing market prices . credit risk is reduced to the extent that an exchange or clearing organization acts as a counterparty to the transaction and replaces the broker , dealer or customer in question . citi seeks to protect itself from the risks associated with customer activities by requiring customers to maintain margin collateral in compliance with regulatory and internal guidelines . margin levels are monitored daily , and customers deposit additional collateral as required . where customers cannot meet collateral requirements , citi may liquidate sufficient underlying financial instruments to bring the customer into compliance with the required margin level . exposure to credit risk is impacted by market volatility , which may impair the ability of clients to satisfy their obligations to citi . credit limits are established and closely monitored for customers and for brokers and dealers engaged in forwards , futures and other transactions deemed to be credit sensitive . brokerage receivables and brokerage payables consisted of the following: .

Table: in millions of dollars december 31 , 2016 december 31 , 2015 receivables from customers $ 10374 $ 10435 receivables from brokers dealers and clearing organizations 18513 17248 total brokerage receivables ( 1 ) $ 28887 $ 27683 payables to customers $ 37237 $ 35653 payables to brokers dealers and clearing organizations 19915 18069 total brokerage payables ( 1 ) $ 57152 $ 53722

payables to brokers , dealers , and clearing organizations 19915 18069 total brokerage payables ( 1 ) $ 57152 $ 53722 ( 1 ) includes brokerage receivables and payables recorded by citi broker- dealer entities that are accounted for in accordance with the aicpa accounting guide for brokers and dealers in securities as codified in asc 940-320. .

Question: as of december 31 , 2015 what was the ratio of receivables from brokers dealers and clearing organizations to payables to brokers dealers and clearing organizations?
Answer: .95
Calculation: divide(17248, 18069)
entergy gulf states , inc . management's financial discussion and analysis .

Table: ( in millions ) 2003 net revenue $ 1110.1 volume/weather 26.7 net wholesale revenue 13.0 summer capacity charges 5.5 price applied to unbilled sales 4.8 fuel recovery revenues -14.2 ( 14.2 ) other 3.9 2004 net revenue $ 1149.8

the volume/weather variance resulted primarily from an increase of 1179 gwh in electricity usage in the industrial sector . billed usage also increased a total of 291 gwh in the residential , commercial , and governmental sectors . the increase in net wholesale revenue is primarily due to an increase in sales volume to municipal and co-op customers . summer capacity charges variance is due to the amortization in 2003 of deferred capacity charges for the summer of 2001 compared to the absence of the amortization in 2004 . the amortization of these capacity charges began in june 2002 and ended in may 2003 . the price applied to unbilled sales variance resulted primarily from an increase in the fuel price applied to unbilled sales . fuel recovery revenues represent an under-recovery of fuel charges that are recovered in base rates . entergy gulf states recorded $ 22.6 million of provisions in 2004 for potential rate refunds . these provisions are not included in the net revenue table above because they are more than offset by provisions recorded in 2003 . gross operating revenues , fuel and purchased power expenses , and other regulatory credits gross operating revenues increased primarily due to an increase of $ 187.8 million in fuel cost recovery revenues as a result of higher fuel rates in both the louisiana and texas jurisdictions . the increases in volume/weather and wholesale revenue , discussed above , also contributed to the increase . fuel and purchased power expenses increased primarily due to : 2022 increased recovery of deferred fuel costs due to higher fuel rates ; 2022 increases in the market prices of natural gas , coal , and purchased power ; and 2022 an increase in electricity usage , discussed above . other regulatory credits increased primarily due to the amortization in 2003 of deferred capacity charges for the summer of 2001 compared to the absence of amortization in 2004 . the amortization of these charges began in june 2002 and ended in may 2003 . 2003 compared to 2002 net revenue , which is entergy gulf states' measure of gross margin , consists of operating revenues net of : 1 ) fuel , fuel-related , and purchased power expenses and 2 ) other regulatory credits . following is an analysis of the change in net revenue comparing 2003 to 2002. .

Question: what is the percent change in net revenue from 2003 to 2004?
Answer: 3.58%
Calculation: divide(subtract(1149.8, 1110.1), 1110.1)
abiomed , inc . and subsidiaries notes to consolidated financial statements 2014 ( continued ) evidence of an arrangement exists , ( 2 ) delivery has occurred or services have been rendered , ( 3 ) the seller 2019s price to the buyer is fixed or determinable , and ( 4 ) collectibility is reasonably assured . further , sab 104 requires that both title and the risks and rewards of ownership be transferred to the buyer before revenue can be recognized . in addition to sab 104 , we follow the guidance of eitf 00-21 , revenue arrangements with multiple deliverables . we derive our revenues primarily from product sales , including maintenance service agreements . the great majority of our product revenues are derived from shipments of our ab5000 and bvs 5000 product lines to fulfill customer orders for a specified number of consoles and/or blood pumps for a specified price . we recognize revenues and record costs related to such sales upon product shipment . maintenance and service support contract revenues are recognized ratably over the term of the service contracts based upon the elapsed term of the service contract . government-sponsored research and development contracts and grants generally provide for payment on a cost-plus-fixed-fee basis . revenues from these contracts and grants are recognized as work is performed , provided the government has appropriated sufficient funds for the work . under contracts in which the company elects to spend significantly more on the development project during the term of the contract than the total contract amount , the company prospectively recognizes revenue on such contracts ratably over the term of the contract as it incurs related research and development costs , provided the government has appropriated sufficient funds for the work . ( d ) translation of foreign currencies all assets and liabilities of the company 2019s non-u.s . subsidiaries are translated at year-end exchange rates , and revenues and expenses are translated at average exchange rates for the year in accordance with sfas no . 52 , foreign currency translation . resulting translation adjustments are reflected in the accumulated other comprehensive loss component of shareholders 2019 equity . currency transaction gains and losses are included in the accompanying statement of income and are not material for the three years presented . ( e ) warranties the company routinely accrues for estimated future warranty costs on its product sales at the time of sale . our products are subject to rigorous regulation and quality standards . warranty costs are included in cost of product revenues within the consolidated statements of operations . the following table summarizes the activities in the warranty reserve for the two fiscal years ended march 31 , 2006 ( in thousands ) .

Table: 2005 2006 balance at the beginning of the year $ 245 $ 231 accrual for warranties 198 193 warranty expense incurred for the year -212 ( 212 ) -257 ( 257 ) balance at the end of the year $ 231 $ 167

.

Question: what was the net change in warranty obligations from the end of 2004 to 2006?
Answer: 78000
Calculation: multiply(subtract(245, 167), const_1000)
and $ 19 million of these expenses in 2011 and 2010 , respectively , with the remaining expense unallocated . the company financed the acquisition with the proceeds from a $ 1.0 billion three-year term loan credit facility , $ 1.5 billion in unsecured notes , and the issuance of 61 million shares of aon common stock . in addition , as part of the consideration , certain outstanding hewitt stock options were converted into options to purchase 4.5 million shares of aon common stock . these items are detailed further in note 8 2018 2018debt 2019 2019 and note 11 2018 2018stockholders 2019 equity 2019 2019 . the transaction has been accounted for using the acquisition method of accounting which requires , among other things , that most assets acquired and liabilities assumed be recognized at their fair values as of the acquisition date . the following table summarizes the amounts recognized for assets acquired and liabilities assumed as of the acquisition date ( in millions ) : amounts recorded as of the acquisition .

Table: amountsrecorded as ofthe acquisitiondate working capital ( 1 ) $ 348 property equipment and capitalized software 297 identifiable intangible assets: customer relationships 1800 trademarks 890 technology 215 other noncurrent assets ( 2 ) 344 long-term debt 346 other noncurrent liabilities ( 3 ) 360 net deferred tax liability ( 4 ) 1021 net assets acquired 2167 goodwill 2765 total consideration transferred $ 4932

( 1 ) includes cash and cash equivalents , short-term investments , client receivables , other current assets , accounts payable and other current liabilities . ( 2 ) includes primarily deferred contract costs and long-term investments . ( 3 ) includes primarily unfavorable lease obligations and deferred contract revenues . ( 4 ) included in other current assets ( $ 31 million ) , deferred tax assets ( $ 30 million ) , other current liabilities ( $ 7 million ) and deferred tax liabilities ( $ 1.1 billion ) in the company 2019s consolidated statements of financial position . the acquired customer relationships are being amortized over a weighted average life of 12 years . the technology asset is being amortized over 7 years and trademarks have been determined to have indefinite useful lives . goodwill is calculated as the excess of the acquisition cost over the fair value of the net assets acquired and represents the synergies and other benefits that are expected to arise from combining the operations of hewitt with the operations of aon , and the future economic benefits arising from other assets acquired that could not be individually identified and separately recognized . goodwill is not amortized and is not deductible for tax purposes . a single estimate of fair value results from a complex series of the company 2019s judgments about future events and uncertainties and relies heavily on estimates and assumptions . the company 2019s .

Question: what is the total value of identified intangible assets?
Answer: 2905
Calculation: add(add(1800, 890), 215)
packaging corporation of america notes to consolidated financial statements ( continued ) december 31 , 2005 9 . shareholders 2019 equity ( continued ) stockholder received proceeds , net of the underwriting discount , of $ 20.69 per share . the company did not sell any shares in , or receive any proceeds from , the secondary offering . concurrent with the closing of the secondary offering on december 21 , 2005 , the company entered into a common stock repurchase agreement with pca holdings llc . pursuant to the repurchase agreement , the company purchased 4500000 shares of common stock directly from pca holdings llc at the initial price to the public net of the underwriting discount or $ 20.69 per share , the same net price per share received by pca holdings llc in the secondary offering . these shares were retired on december 21 , 2005 . 10 . commitments and contingencies capital commitments the company had authorized capital expenditures of approximately $ 33.1 million and $ 55.2 million as of december 31 , 2005 and 2004 , respectively , in connection with the expansion and replacement of existing facilities and equipment . operating leases pca leases space for certain of its facilities and cutting rights to approximately 108000 acres of timberland under long-term leases . the company also leases equipment , primarily vehicles and rolling stock , and other assets under long-term leases of a duration generally of three years . the minimum lease payments under non-cancelable operating leases with lease terms in excess of one year are as follows : ( in thousands ) .

Table: 2006 $ 24569 2007 21086 2008 14716 2009 9801 2010 6670 thereafter 37130 total $ 113972

capital lease obligations were not significant to the accompanying financial statements . total lease expense , including base rent on all leases and executory costs , such as insurance , taxes , and maintenance , for the years ended december 31 , 2005 , 2004 and 2003 was $ 35.8 million , $ 33.0 million and $ 31.6 million , respectively . these costs are included in cost of goods sold and selling and administrative expenses. .

Question: what was the percentage change in total lease expense , including base rent on all leases and executory costs , such as insurance , taxes , and maintenance from 2003 to 2004?
Answer: 4%
Calculation: divide(subtract(33.0, 31.6), 31.6)
issuer purchases of equity securities the following table provides information about our repurchases of common stock during the three-month period ended december 31 , 2012 . period total number of shares purchased average price paid per total number of shares purchased as part of publicly announced program ( a ) amount available for future share repurchases the program ( b ) ( in millions ) .

Table: period total number of shares purchased average price paid per share total number of shares purchased as part of publicly announced program ( a ) amount available for future share repurchases under the program ( b ) ( in millions ) october 1 2012 2013 october 28 2012 842445 $ 93.38 842445 $ 2522 october 29 2012 2013 november 25 2012 872973 90.86 872973 2443 november 26 2012 2013 december 31 2012 1395288 92.02 1395288 2315 total 3110706 $ 92.07 3110706 $ 2315

( a ) we repurchased a total of 3.1 million shares of our common stock for $ 286 million during the quarter ended december 31 , 2012 under a share repurchase program that we announced in october 2010 . ( b ) our board of directors has approved a share repurchase program for the repurchase of our common stock from time-to-time , authorizing an amount available for share repurchases of $ 6.5 billion . under the program , management has discretion to determine the dollar amount of shares to be repurchased and the timing of any repurchases in compliance with applicable law and regulation . the program does not have an expiration date . as of december 31 , 2012 , we had repurchased a total of 54.3 million shares under the program for $ 4.2 billion. .

Question: what is the total value of repurchased shares during october 2012 , in millions?
Answer: 78.7
Calculation: divide(multiply(842445, 93.38), const_1000000)
issuer purchases of equity securities the following table provides information about our repurchases of common stock during the three-month period ended december 31 , 2012 . period total number of shares purchased average price paid per total number of shares purchased as part of publicly announced program ( a ) amount available for future share repurchases the program ( b ) ( in millions ) .

Table: period total number of shares purchased average price paid per share total number of shares purchased as part of publicly announced program ( a ) amount available for future share repurchases under the program ( b ) ( in millions ) october 1 2012 2013 october 28 2012 842445 $ 93.38 842445 $ 2522 october 29 2012 2013 november 25 2012 872973 90.86 872973 2443 november 26 2012 2013 december 31 2012 1395288 92.02 1395288 2315 total 3110706 $ 92.07 3110706 $ 2315

( a ) we repurchased a total of 3.1 million shares of our common stock for $ 286 million during the quarter ended december 31 , 2012 under a share repurchase program that we announced in october 2010 . ( b ) our board of directors has approved a share repurchase program for the repurchase of our common stock from time-to-time , authorizing an amount available for share repurchases of $ 6.5 billion . under the program , management has discretion to determine the dollar amount of shares to be repurchased and the timing of any repurchases in compliance with applicable law and regulation . the program does not have an expiration date . as of december 31 , 2012 , we had repurchased a total of 54.3 million shares under the program for $ 4.2 billion. .

Question: what was the percent of the repurchases of common stock during the three-month ended december 312012 that was bought in october
Answer: 27.1%
Calculation: divide(842445, 3110706)
interest expense , net was $ 26.4 million , $ 14.6 million , and $ 5.3 million for the years ended december 31 , 2016 , 2015 and 2014 , respectively . interest expense includes the amortization of deferred financing costs , bank fees , capital and built-to-suit lease interest and interest expense under the credit and other long term debt facilities . amortization of deferred financing costs was $ 1.2 million , $ 0.8 million , and $ 0.6 million for the years ended december 31 , 2016 , 2015 and 2014 , respectively . the company monitors the financial health and stability of its lenders under the credit and other long term debt facilities , however during any period of significant instability in the credit markets lenders could be negatively impacted in their ability to perform under these facilities . 6 . commitments and contingencies obligations under operating leases the company leases warehouse space , office facilities , space for its brand and factory house stores and certain equipment under non-cancelable operating leases . the leases expire at various dates through 2033 , excluding extensions at the company 2019s option , and include provisions for rental adjustments . the table below includes executed lease agreements for brand and factory house stores that the company did not yet occupy as of december 31 , 2016 and does not include contingent rent the company may incur at its stores based on future sales above a specified minimum or payments made for maintenance , insurance and real estate taxes . the following is a schedule of future minimum lease payments for non-cancelable real property operating leases as of december 31 , 2016 as well as significant operating lease agreements entered into during the period after december 31 , 2016 through the date of this report : ( in thousands ) .

Table: 2017 $ 114857 2018 127504 2019 136040 2020 133092 2021 122753 2022 and thereafter 788180 total future minimum lease payments $ 1422426

included in selling , general and administrative expense was rent expense of $ 109.0 million , $ 83.0 million and $ 59.0 million for the years ended december 31 , 2016 , 2015 and 2014 , respectively , under non-cancelable operating lease agreements . included in these amounts was contingent rent expense of $ 13.0 million , $ 11.0 million and $ 11.0 million for the years ended december 31 , 2016 , 2015 and 2014 , respectively . sports marketing and other commitments within the normal course of business , the company enters into contractual commitments in order to promote the company 2019s brand and products . these commitments include sponsorship agreements with teams and athletes on the collegiate and professional levels , official supplier agreements , athletic event sponsorships and other marketing commitments . the following is a schedule of the company 2019s future minimum payments under its sponsorship and other marketing agreements as of december 31 .

Question: what is the percentage change in interest expense from 2015 to 2016?
Answer: 80.8%
Calculation: divide(subtract(26.4, 14.6), 14.6)
other expense , net : the company's other expense consists of the following: .

Table: ( in thousands ) year ended december 31 , 2013 year ended december 31 , 2012 foreign currency losses net $ -1115 ( 1115 ) $ -1401 ( 1401 ) other income ( expense ) net 69 -4 ( 4 ) total other expense net $ -1046 ( 1046 ) $ -1405 ( 1405 )

income tax provision : the company recorded income tax expense of $ 77.2 million and had income before income taxes of $ 322.5 million for the year ended december 31 , 2013 , representing an effective tax rate of 23.9% ( 23.9 % ) . during the year ended december 31 , 2012 , the company recorded income tax expense of $ 90.1 million and had income before income taxes of $ 293.5 million , representing an effective tax rate of 30.7% ( 30.7 % ) . in december 2013 , the company received notice from the irs that the joint committee on taxation took no exception to the company's tax returns that were filed for 2009 and 2010 . an $ 11.0 million tax benefit was recognized in the company's 2013 financial results as the company had effectively settled uncertainty regarding the realization of refund claims filed in connection with the 2009 and 2010 returns . in the u.s. , which is the largest jurisdiction where the company receives such a tax credit , the availability of the research and development credit expired at the end of the 2011 tax year . in january 2013 , the u.s . congress passed legislation that reinstated the research and development credit retroactive to 2012 . the income tax provision for the year ended december 31 , 2013 includes approximately $ 2.3 million related to the reinstated research and development credit for 2012 activity . the decrease in the effective tax rate from the prior year is primarily due to the release of an uncertain tax position mentioned above , the reinstatement of the u.s . research and development credit mentioned above , and cash repatriation activities . when compared to the federal and state combined statutory rate , the effective tax rates for the years ended december 31 , 2013 and 2012 were favorably impacted by lower statutory tax rates in many of the company 2019s foreign jurisdictions , the domestic manufacturing deduction and tax benefits associated with the merger of the company 2019s japan subsidiaries in 2010 . net income : the company 2019s net income for the year ended december 31 , 2013 was $ 245.3 million as compared to net income of $ 203.5 million for the year ended december 31 , 2012 . diluted earnings per share was $ 2.58 for the year ended december 31 , 2013 and $ 2.14 for the year ended december 31 , 2012 . the weighted average shares used in computing diluted earnings per share were 95.1 million and 95.0 million for the years ended december 31 , 2013 and 2012 , respectively . table of contents .

Question: what was the percentage change in the company 2019s net income from 2012 to 2013 .
Answer: 20.5%
Calculation: divide(subtract(245.3, 203.5), 203.5)
measurement point december 31 booking holdings nasdaq composite index s&p 500 rdg internet composite .

Table: measurement pointdecember 31 booking holdings inc . nasdaqcomposite index s&p 500index rdg internetcomposite 2013 100.00 100.00 100.00 100.00 2014 98.09 114.62 113.69 96.39 2015 109.68 122.81 115.26 133.20 2016 126.12 133.19 129.05 140.23 2017 149.50 172.11 157.22 202.15 2018 148.18 165.84 150.33 201.16

.

Question: what was the difference in percentage change in booking holding inc . and nasdaq composite index for the five years ended 2018?
Answer: -17.66%
Calculation: subtract(divide(subtract(148.18, const_100), const_100), divide(subtract(165.84, const_100), const_100))