bevaya/FinQA huggingface dataset:
purchases of equity securities 2013 during 2018 , we repurchased 57669746 shares of our common stock at an average price of $ 143.70 . the following table presents common stock repurchases during each month for the fourth quarter of 2018 : period total number of shares purchased [a] average price paid per share total number of shares purchased as part of a publicly announced plan or program [b] maximum number of shares remaining under the plan or program [b] .

Table: period total number of shares purchased [a] average price paid per share total number of shares purchased as part of a publicly announcedplan or program [b] maximum number of shares remaining under the plan or program [b] oct . 1 through oct . 31 6091605 $ 158.20 6087727 32831024 nov . 1 through nov . 30 3408467 147.91 3402190 29428834 dec . 1 through dec . 31 3007951 148.40 3000715 26428119 total 12508023 $ 153.04 12490632 n/a

[a] total number of shares purchased during the quarter includes approximately 17391 shares delivered or attested to upc by employees to pay stock option exercise prices , satisfy excess tax withholding obligations for stock option exercises or vesting of retention units , and pay withholding obligations for vesting of retention shares . [b] effective january 1 , 2017 , our board of directors authorized the repurchase of up to 120 million shares of our common stock by december 31 , 2020 . these repurchases may be made on the open market or through other transactions . our management has sole discretion with respect to determining the timing and amount of these transactions. .

Question: what percentage of the total number of shares purchased where purchased in december?
Answer: 24%
Calculation: divide(3007951, 12508023)
intermodal 2013 decreased volumes and fuel surcharges reduced freight revenue from intermodal shipments in 2009 versus 2008 . volume from international traffic decreased 24% ( 24 % ) in 2009 compared to 2008 , reflecting economic conditions , continued weak imports from asia , and diversions to non-uprr served ports . additionally , continued weakness in the domestic housing and automotive sectors translated into weak demand in large sectors of the international intermodal market , which also contributed to the volume decline . conversely , domestic traffic increased 8% ( 8 % ) in 2009 compared to 2008 . a new contract with hub group , inc. , which included additional shipments , was executed in the second quarter of 2009 and more than offset the impact of weak market conditions in the second half of 2009 . price increases and fuel surcharges generated higher revenue in 2008 , partially offset by lower volume levels . international traffic declined 11% ( 11 % ) in 2008 , reflecting continued softening of imports from china and the loss of a customer contract . notably , the peak intermodal shipping season , which usually starts in the third quarter , was particularly weak in 2008 . additionally , continued weakness in domestic housing and automotive sectors translated into weak demand in large sectors of the international intermodal market , which also contributed to lower volumes . domestic traffic declined 3% ( 3 % ) in 2008 due to the loss of a customer contract and lower volumes from less-than-truckload shippers . additionally , the flood-related embargo on traffic in the midwest during the second quarter hindered intermodal volume levels in 2008 . mexico business 2013 each of our commodity groups include revenue from shipments to and from mexico . revenue from mexico business decreased 26% ( 26 % ) in 2009 versus 2008 to $ 1.2 billion . volume declined in five of our six commodity groups , down 19% ( 19 % ) in 2009 , driven by 32% ( 32 % ) and 24% ( 24 % ) reductions in industrial products and automotive shipments , respectively . conversely , energy shipments increased 9% ( 9 % ) in 2009 versus 2008 , partially offsetting these declines . revenue from mexico business increased 13% ( 13 % ) to $ 1.6 billion in 2008 compared to 2007 . price improvements and fuel surcharges contributed to these increases , partially offset by a 4% ( 4 % ) decline in volume in 2008 compared to 2007 . operating expenses millions of dollars 2009 2008 2007 % (  % ) change 2009 v 2008 % (  % ) change 2008 v 2007 .

Table: millions of dollars 2009 2008 2007 % (  % ) change 2009 v 2008 % (  % ) change 2008 v 2007 compensation and benefits $ 4063 $ 4457 $ 4526 ( 9 ) % (  % ) ( 2 ) % (  % ) fuel 1763 3983 3104 -56 ( 56 ) 28 purchased services and materials 1614 1902 1856 -15 ( 15 ) 2 depreciation 1444 1387 1321 4 5 equipment and other rents 1180 1326 1368 -11 ( 11 ) -3 ( 3 ) other 687 840 733 -18 ( 18 ) 15 total $ 10751 $ 13895 $ 12908 ( 23 ) % (  % ) 8% ( 8 % )

2009 intermodal revenue international domestic .

Question: what was the change in millions of compensation and benefits from 2008 to 2009?
Answer: -394
Calculation: subtract(4063, 4457)
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 decrease in net come for the year ended 2013 to the year ended 2012?
Answer: 17.04%
Calculation: divide(subtract(245.3, 203.5), 245.3)
five-year performance comparison 2013 the following graph provides an indicator of cumulative total shareholder returns for the corporation as compared to the peer group index ( described above ) , the dj trans , and the s&p 500 . the graph assumes that $ 100 was invested in the common stock of union pacific corporation and each index on december 31 , 2010 and that all dividends were reinvested . the information below is historical in nature and is not necessarily indicative of future performance . purchases of equity securities 2013 during 2015 , we repurchased 36921641 shares of our common stock at an average price of $ 99.16 . the following table presents common stock repurchases during each month for the fourth quarter of 2015 : period total number of shares purchased [a] average price paid per share total number of shares purchased as part of a publicly announced plan or program [b] maximum number of shares remaining under the plan or program [b] .

Table: period total number of shares purchased [a] average price paid per share total number of shares purchased as part of a publicly announcedplan or program [b] maximum number of shares remaining under the plan or program [b] oct . 1 through oct . 31 3247731 $ 92.98 3221153 56078192 nov . 1 through nov . 30 2325865 86.61 2322992 53755200 dec . 1 through dec . 31 1105389 77.63 1102754 52652446 total 6678985 $ 88.22 6646899 n/a

[a] total number of shares purchased during the quarter includes approximately 32086 shares delivered or attested to upc by employees to pay stock option exercise prices , satisfy excess tax withholding obligations for stock option exercises or vesting of retention units , and pay withholding obligations for vesting of retention shares . [b] effective january 1 , 2014 , our board of directors authorized the repurchase of up to 120 million shares of our common stock by december 31 , 2017 . these repurchases may be made on the open market or through other transactions . our management has sole discretion with respect to determining the timing and amount of these transactions. .

Question: what percentage of total shares purchased were purchased in december?
Answer: 17%
Calculation: divide(1105389, 6678985)
five-year performance comparison 2013 the following graph provides an indicator of cumulative total shareholder returns for the corporation as compared to the peer group index ( described above ) , the dj trans , and the s&p 500 . the graph assumes that $ 100 was invested in the common stock of union pacific corporation and each index on december 31 , 2008 and that all dividends were reinvested . the information below is historical in nature and is not necessarily indicative of future performance . purchases of equity securities 2013 during 2013 , we repurchased 14996957 shares of our common stock at an average price of $ 152.14 . the following table presents common stock repurchases during each month for the fourth quarter of 2013 : period total number of shares purchased [a] average price paid per share total number of shares purchased as part of a publicly announced plan or program [b] maximum number of shares that may yet be purchased under the plan or program [b] .

Table: period total number ofsharespurchased [a] averageprice paidper share total number of sharespurchased as part ofapublicly announced planor program [b] maximum number ofshares that may yetbe purchased under the planor program [b] oct . 1 through oct . 31 1405535 153.18 1405535 4020650 nov . 1 through nov . 30 1027840 158.66 1025000 2995650 dec . 1 through dec . 31 2500944 163.14 2498520 497130 total 4934319 $ 159.37 4929055 n/a

[a] total number of shares purchased during the quarter includes approximately 5264 shares delivered or attested to upc by employees to pay stock option exercise prices , satisfy excess tax withholding obligations for stock option exercises or vesting of retention units , and pay withholding obligations for vesting of retention shares . [b] on april 1 , 2011 , our board of directors authorized the repurchase of up to 40 million shares of our common stock by march 31 , 2014 . these repurchases may be made on the open market or through other transactions . our management has sole discretion with respect to determining the timing and amount of these transactions . on november 21 , 2013 , the board of directors approved the early renewal of the share repurchase program , authorizing the repurchase of 60 million common shares by december 31 , 2017 . the new authorization is effective january 1 , 2014 , and replaces the previous authorization , which expired on december 31 , 2013 , three months earlier than its original expiration date. .

Question: what percentage of total shares purchased where purchased in october?
Answer: 28%
Calculation: divide(1405535, 4934319)
notes to the consolidated financial statements union pacific corporation and subsidiary companies for purposes of this report , unless the context otherwise requires , all references herein to the 201ccorporation 201d , 201cupc 201d , 201cwe 201d , 201cus 201d , and 201cour 201d mean union pacific corporation and its subsidiaries , including union pacific railroad company , which will be separately referred to herein as 201cuprr 201d or the 201crailroad 201d . 1 . nature of operations operations and segmentation 2013 we are a class i railroad that operates in the united states . we have 32094 route miles , linking pacific coast and gulf coast ports with the midwest and eastern united states gateways and providing several corridors to key mexican gateways . we serve the western two- thirds of the country and maintain coordinated schedules with other rail carriers for the handling of freight to and from the atlantic coast , the pacific coast , the southeast , the southwest , canada , and mexico . export and import traffic is moved through gulf coast and pacific coast ports and across the mexican and canadian borders . the railroad , along with its subsidiaries and rail affiliates , is our one reportable operating segment . although revenues are analyzed by commodity group , we analyze the net financial results of the railroad as one segment due to the integrated nature of our rail network . the following table provides revenue by commodity group : millions of dollars 2009 2008 2007 .

Table: millions of dollars 2009 2008 2007 agricultural $ 2666 $ 3174 $ 2605 automotive 854 1344 1458 chemicals 2102 2494 2287 energy 3118 3810 3134 industrial products 2147 3273 3077 intermodal 2486 3023 2925 total freight revenues $ 13373 $ 17118 $ 15486 other revenues 770 852 797 total operating revenues $ 14143 $ 17970 $ 16283

although our revenues are principally derived from customers domiciled in the united states , the ultimate points of origination or destination for some products transported are outside the united states . basis of presentation 2013 the consolidated financial statements are presented in accordance with accounting principles generally accepted in the united states of america ( gaap ) as codified in the financial accounting standards board ( fasb ) accounting standards codification ( asc ) . subsequent events evaluation 2013 we evaluated the effects of all subsequent events through february 5 , 2010 , the date of this report , which is concurrent with the date we file this report with the u.s . securities and exchange commission ( sec ) . 2 . significant accounting policies change in accounting principle 2013 we have historically accounted for rail grinding costs as a capital asset . beginning in the first quarter of 2010 , we will change our accounting policy for rail grinding costs .

Question: what percent of total freight revenues was the chemicals group in 2009?
Answer: 16%
Calculation: divide(2102, 13373)
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 percentage change in warranty reserve from 2005 to 2006?
Answer: -28%
Calculation: divide(subtract(167, 231), 231)
comparison of cumulative return among lkq corporation , the nasdaq stock market ( u.s. ) index and the peer group .

Table: 12/31/2007 12/31/2008 12/31/2009 12/31/2010 12/31/2011 12/31/2012 lkq corporation $ 100 $ 55 $ 93 $ 108 $ 143 $ 201 nasdaq stock market ( u.s. ) index $ 100 $ 59 $ 86 $ 100 $ 98 $ 114 peer group $ 100 $ 83 $ 100 $ 139 $ 187 $ 210

this stock performance information is "furnished" and shall not be deemed to be "soliciting material" or subject to rule 14a , shall not be deemed "filed" for purposes of section 18 of the securities exchange act of 1934 or otherwise subject to the liabilities of that section , and shall not be deemed incorporated by reference in any filing under the securities act of 1933 or the securities exchange act of 1934 , whether made before or after the date of this report and irrespective of any general incorporation by reference language in any such filing , except to the extent that it specifically incorporates the information by reference . information about our common stock that may be issued under our equity compensation plans as of december 31 , 2012 included in part iii , item 12 of this annual report on form 10-k is incorporated herein by reference. .

Question: based on the review of the comparison of the cumulative return among lkq corporation , what was the performance ratio the nasdaq stock to the lqk corporation in 2018
Answer: 0.69
Calculation: divide(98, 143)
note 9 2014 benefit plans the company has defined benefit pension plans covering certain employees in the united states and certain international locations . postretirement healthcare and life insurance benefits provided to qualifying domestic retirees as well as other postretirement benefit plans in international countries are not material . the measurement date used for the company 2019s employee benefit plans is september 30 . effective january 1 , 2018 , the legacy u.s . pension plan was frozen to limit the participation of employees who are hired or re-hired by the company , or who transfer employment to the company , on or after january 1 , net pension cost for the years ended september 30 included the following components: .

Table: ( millions of dollars ) pension plans 2019 pension plans 2018 pension plans 2017 service cost $ 134 $ 136 $ 110 interest cost 107 90 61 expected return on plan assets ( 180 ) ( 154 ) ( 112 ) amortization of prior service credit ( 13 ) ( 13 ) ( 14 ) amortization of loss 78 78 92 settlements 10 2 2014 net pension cost $ 135 $ 137 $ 138 net pension cost included in the preceding table that is attributable to international plans $ 32 $ 34 $ 43

net pension cost included in the preceding table that is attributable to international plans $ 32 $ 34 $ 43 the amounts provided above for amortization of prior service credit and amortization of loss represent the reclassifications of prior service credits and net actuarial losses that were recognized in accumulated other comprehensive income ( loss ) in prior periods . the settlement losses recorded in 2019 and 2018 primarily included lump sum benefit payments associated with the company 2019s u.s . supplemental pension plan . the company recognizes pension settlements when payments from the supplemental plan exceed the sum of service and interest cost components of net periodic pension cost associated with this plan for the fiscal year . as further discussed in note 2 , upon adopting an accounting standard update on october 1 , 2018 , all components of the company 2019s net periodic pension and postretirement benefit costs , aside from service cost , are recorded to other income ( expense ) , net on its consolidated statements of income , for all periods presented . notes to consolidated financial statements 2014 ( continued ) becton , dickinson and company .

Question: what is the average net pension cost for 2017-2019 , in millions?
Answer: 136.67
Calculation: divide(add(add(135, 137), 138), const_3)