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query stringlengths 26 367	context stringlengths 340 16.5k	output stringlengths 2 16	id stringlengths 20 25	pre_text stringlengths 5 8.03k	post_text stringlengths 5 8.95k	table stringlengths 37 2.9k	program stringlengths 9 122	exe_ans stringlengths 2 16
did abiomed outperform the nasdaq medical equipment index over the five year period?	Pre-text: ['performance graph the following graph compares the yearly change in the cumulative total stockholder return for our last five full fiscal years , based upon the market price of our common stock , with the cumulative total return on a nasdaq composite index ( u.s .', 'companies ) and a peer group , the nasda...	yes	ABMD/2015/page_53.pdf-2	['performance graph the following graph compares the yearly change in the cumulative total stockholder return for our last five full fiscal years , based upon the market price of our common stock , with the cumulative total return on a nasdaq composite index ( u.s .', 'companies ) and a peer group , the nasdaq medical ...	['this graph is not 201csoliciting material 201d under regulation 14a or 14c of the rules promulgated under the securities exchange act of 1934 , is not deemed filed with the securities and exchange commission and is not to be incorporated by reference in any of our filings under the securities act of 1933 , as amended...	---------------------------------------- Row 1: , 3/31/2010, 3/31/2011, 3/31/2012, 3/31/2013, 3/31/2014, 3/31/2015 Row 2: abiomed inc, 100, 140.79, 215.02, 180.91, 252.33, 693.60 Row 3: nasdaq composite index, 100, 115.98, 128.93, 136.26, 175.11, 204.38 Row 4: nasdaq medical equipment sic code 3840-3849, 100, 108.31, 1...	greater(693.60, 118.95)	yes
what is the estimated growth rate in net periodic pension cost from 2012 to 2013?	Background: ['the following table presents the net periodic pension and opeb cost/ ( benefit ) for the years ended december 31 : millions 2013 2012 2011 2010 .'] ------ Table: ======================================== millions est.2013 2012 2011 2010 net periodic pension cost $ 111 $ 89 $ 78 $ 51 net periodic opeb cos...	0.24719	UNP/2012/page_47.pdf-3	['the following table presents the net periodic pension and opeb cost/ ( benefit ) for the years ended december 31 : millions 2013 2012 2011 2010 .']	['our net periodic pension cost is expected to increase to approximately $ 111 million in 2013 from $ 89 million in 2012 .', 'the increase is driven mainly by a decrease in the discount rate to 3.78% ( 3.78 % ) , our net periodic opeb expense is expected to increase to approximately $ 15 million in 2013 from $ 13 milli...	======================================== millions est.2013 2012 2011 2010 net periodic pension cost $ 111 $ 89 $ 78 $ 51 net periodic opeb cost/ ( benefit ) 15 13 -6 ( 6 ) -14 ( 14 ) ========================================	subtract(111, 89), divide(#0, 89)	0.24719
how much of the oil production is estimated to be produced from unproved reserves at dec 31 , 2004 , in mmbbls?	Pre-text: ['46 d e v o n e n e r g y a n n u a l r e p o r t 2 0 0 4 contents of gas produced , transportation availability and costs and demand for the various products derived from oil , natural gas and ngls .', 'substantially all of devon 2019s revenues are attributable to sales , processing and transportation of th...	0.63158	DVN/2004/page_50.pdf-2	['46 d e v o n e n e r g y a n n u a l r e p o r t 2 0 0 4 contents of gas produced , transportation availability and costs and demand for the various products derived from oil , natural gas and ngls .', 'substantially all of devon 2019s revenues are attributable to sales , processing and transportation of these three ...	['oil prices 2013 fixed through various price swaps , devon has fixed the price it will receive in 2005 on a portion of its oil production .', 'the following table includes information on this fixed-price production by area .', 'where necessary , the prices have been adjusted for certain transportation costs that are n...	( mmbbls ) united states onshore 12 united states offshore 10 canada 12 international 26	divide(const_100, 95), divide(#0, const_100), multiply(60, #1)	0.63158
what was the 2015 rate of increase in adjusted ebitda?	Context: ['table of contents ( 2 ) includes capitalized lease obligations of $ 3.2 million and $ 0.1 million as of december 31 , 2015 and 2014 , respectively , which are included in other liabilities on the consolidated balance sheet .', '( 3 ) ebitda is defined as consolidated net income before interest expense , inco...	0.12293	CDW/2015/page_34.pdf-1	['table of contents ( 2 ) includes capitalized lease obligations of $ 3.2 million and $ 0.1 million as of december 31 , 2015 and 2014 , respectively , which are included in other liabilities on the consolidated balance sheet .', '( 3 ) ebitda is defined as consolidated net income before interest expense , income tax ex...	['net loss on extinguishment of long-term debt ( a ) 24.3 90.7 64.0 17.2 118.9 loss ( income ) from equity investments ( b ) 10.1 ( 2.2 ) ( 0.6 ) ( 0.3 ) ( 0.1 ) acquisition and integration expenses ( c ) 10.2 2014 2014 2014 2014 gain on remeasurement of equity investment ( d ) ( 98.1 ) 2014 2014 2014 2014 other adjust...	======================================== • ( in millions ), years ended december 31 , 2015, years ended december 31 , 2014, years ended december 31 , 2013, years ended december 31 , 2012, years ended december 31 , 2011 • net income, $ 403.1, $ 244.9, $ 132.8, $ 119.0, $ 17.1 • depreciation and amortization, 227.4, 207....	subtract(1018.5, 907.0), divide(#0, 907.0)	0.12293
for the derivative contracts , assuming an average contract life of 10 years , what would annual exposure be in us$ billion at december 31 , 2005 on derivative receivables?	Pre-text: ['notional amounts and derivative receivables marked to market ( 201cmtm 201d ) notional amounts ( a ) derivative receivables mtm as of december 31 .'] ------ Tabular Data: **************************************** as of december 31 , ( in billions ) \| as of december 31 , 2005 \| as of december 31 , 2004 \| 20...	3.6	JPM/2005/page_70.pdf-3	['notional amounts and derivative receivables marked to market ( 201cmtm 201d ) notional amounts ( a ) derivative receivables mtm as of december 31 .']	['( a ) the notional amounts represent the gross sum of long and short third-party notional derivative contracts , excluding written options and foreign exchange spot contracts , which significantly exceed the possible credit losses that could arise from such transactions .', 'for most derivative transactions , the not...	**************************************** as of december 31 , ( in billions ) \| as of december 31 , 2005 \| as of december 31 , 2004 \| 2005 \| 2004 interest rate \| $ 38493 \| $ 37022 \| $ 30 \| $ 46 foreign exchange \| 2136 \| 1886 \| 3 \| 8 equity \| 458 \| 434 \| 6 \| 6 credit derivatives \| 2241 \| 1071 \| 4 \| 3 commodity \| 265 \| 10...	divide(36, 10)	3.6
what will the payment of interest be on the 2021 senior unsecure note?	Pre-text: ['part iv item 15 .', 'exhibits , financial statement schedules ( 1 ) financial statements our consolidated financial statements have been prepared in accordance with item 8 .', 'financial statements and supplementary data and are included beginning on page f-1 of this report .', '( 2 ) financial statement sc...	33.25	NCLH/2018/page_69.pdf-1	['part iv item 15 .', 'exhibits , financial statement schedules ( 1 ) financial statements our consolidated financial statements have been prepared in accordance with item 8 .', 'financial statements and supplementary data and are included beginning on page f-1 of this report .', '( 2 ) financial statement schedules sc...	['part iv item 15 .', 'exhibits , financial statement schedules ( 1 ) financial statements our consolidated financial statements have been prepared in accordance with item 8 .', 'financial statements and supplementary data and are included beginning on page f-1 of this report .', '( 2 ) financial statement schedules sc...	**************************************** • exhibit number, description of exhibit • 3.1, memorandum of association of norwegian cruise line holdings ltd . ( incorporated herein by reference to exhibit 3.1 to amendment no . 5 to norwegian cruise line holdings ltd . 2019s registration statement on form s-1 filed on janua...	multiply(700.0, 4.750%)	33.25
what portion of total obligations are due within less than 1 year?	Pre-text: ['the following table identifies the company 2019s aggregate contractual obligations due by payment period : payments due by period .'] -- Tabular Data: ---------------------------------------- total less than 1 year 1-3 years 3-5 years more than 5 years property and casualty obligations [1] $ 21885 $ 5777...	0.08744	HIG/2004/page_122.pdf-3	['the following table identifies the company 2019s aggregate contractual obligations due by payment period : payments due by period .']	['[1] the following points are significant to understanding the cash flows estimated for obligations under property and casualty contracts : reserves for property & casualty unpaid claim and claim adjustment expenses include case reserves for reported claims and reserves for claims incurred but not reported ( ibnr ) .'...	---------------------------------------- total less than 1 year 1-3 years 3-5 years more than 5 years property and casualty obligations [1] $ 21885 $ 5777 $ 6150 $ 3016 $ 6942 life annuity and disability obligations [2] 281998 18037 37318 40255 186388 long-term debt obligations [3] 9093 536 1288 1613 5656 operating le...	divide(27729, 317105)	0.08744
what was the percentage change in deferred tax assets and regulatory assets from 2013 to 2014	Context: ['three-year period determined by reference to the ownership of persons holding five percent ( 5% ( 5 % ) ) or more of that company 2019s equity securities .', 'if a company undergoes an ownership change as defined by i.r.c .', 'section 382 , the company 2019s ability to utilize its pre-change nol carryforward...	0.01714	AWK/2014/page_121.pdf-2	['three-year period determined by reference to the ownership of persons holding five percent ( 5% ( 5 % ) ) or more of that company 2019s equity securities .', 'if a company undergoes an ownership change as defined by i.r.c .', 'section 382 , the company 2019s ability to utilize its pre-change nol carryforwards to offs...	['the total balance in the table above does not include interest and penalties of $ 157 and $ 242 as of december 31 , 2014 and 2013 , respectively , which is recorded as a component of income tax expense .', 'the .']	---------------------------------------- Row 1: balance at january 1 2013, $ 180993 Row 2: increases in current period tax positions, 27229 Row 3: decreases in prior period measurement of tax positions, -30275 ( 30275 ) Row 4: balance at december 31 2013, $ 177947 Row 5: increases in current period tax positions, 53818...	subtract(6348, 6241), divide(#0, 6241)	0.01714
what is the 2011 total interest expense in billions based on the weighted-average debt level and effective interest rate?	Context: ['other income increased in 2011 versus 2010 due to higher gains from real estate sales , lower environmental costs associated with non-operating properties and the comparative impact of premiums paid for early redemption of long-term debt in the first quarter of 2010 .', 'interest expense 2013 interest expens...	0.5704	UNP/2012/page_31.pdf-1	['other income increased in 2011 versus 2010 due to higher gains from real estate sales , lower environmental costs associated with non-operating properties and the comparative impact of premiums paid for early redemption of long-term debt in the first quarter of 2010 .', 'interest expense 2013 interest expense decreas...	['average train speed 2013 average train speed is calculated by dividing train miles by hours operated on our main lines between terminals .', 'average train speed , as reported to the association of american railroads ( aar ) , increased 4% ( 4 % ) in 2012 versus 2011 .', 'efficient operations and relatively mild weat...	======================================== \| 2012 \| 2011 \| 2010 \| % ( % ) change 2012 v 2011 \| % ( % ) change 2011 v 2010 average train speed ( miles per hour ) \| 26.5 \| 25.6 \| 26.2 \| 4 % ( % ) \| ( 2 ) % ( % ) average terminal dwell time ( hours ) \| 26.2 \| 26.2 \| 25.4 \| - % ( % ) \| 3 % ( % ) average rail car inven...	multiply(9.2, 6.2%)	0.5704
what portion of total obligations is related to operating lease commitments as of march 31 , 2008?	Background: ['97% ( 97 % ) of its carrying value .', 'the columbia fund is being liquidated with distributions to us occurring and expected to be fully liquidated during calendar 2008 .', 'since december 2007 , we have received disbursements of approximately $ 20.7 million from the columbia fund .', 'our operating acti...	0.45443	ABMD/2008/page_52.pdf-4	['97% ( 97 % ) of its carrying value .', 'the columbia fund is being liquidated with distributions to us occurring and expected to be fully liquidated during calendar 2008 .', 'since december 2007 , we have received disbursements of approximately $ 20.7 million from the columbia fund .', 'our operating activities durin...	['we have no long-term debt , capital leases or other material commitments , for open purchase orders and clinical trial agreements at march 31 , 2008 other than those shown in the table above .', 'in may 2005 , we acquired all the shares of outstanding capital stock of impella cardiosystems ag , a company headquartere...	======================================== contractual obligations, payments due by fiscal year ( in $ 000 2019s ) total, payments due by fiscal year ( in $ 000 2019s ) less than 1 year, payments due by fiscal year ( in $ 000 2019s ) 1-3 years, payments due by fiscal year ( in $ 000 2019s ) 3-5 years, payments due by fis...	divide(7754, 17063)	0.45443
what was the percentage change in priceline group for the five year period ended 2016?	Context: ['measurement point december 31 the priceline group nasdaq composite index s&p 500 rdg internet composite .'] ######## Table: **************************************** measurement pointdecember 31 \| the priceline group inc . \| nasdaqcomposite index \| s&p 500index \| rdg internetcomposite ----------\|----------\|...	2.1345	BKNG/2016/page_33.pdf-4	['measurement point december 31 the priceline group nasdaq composite index s&p 500 rdg internet composite .']	['.']	**************************************** measurement pointdecember 31 \| the priceline group inc . \| nasdaqcomposite index \| s&p 500index \| rdg internetcomposite ----------\|----------\|----------\|----------\|---------- 2011 \| 100.00 \| 100.00 \| 100.00 \| 100.00 2012 \| 132.64 \| 116.41 \| 116.00 \| 119.34 2013 \| 248.53 \| 165.47...	subtract(313.45, const_100), divide(#0, const_100)	2.1345
if the remaining securities would be use or exercised at $ 113.49 , what would cost be for the company?	Pre-text: ['part a0iii item a010 .', 'directors , executive officers and corporate governance for the information required by this item a010 with respect to our executive officers , see part a0i , item 1 .', 'of this report .', 'for the other information required by this item a010 , see 201celection of directors , 201d...	411906847.95	TFX/2017/page_78.pdf-3	['part a0iii item a010 .', 'directors , executive officers and corporate governance for the information required by this item a010 with respect to our executive officers , see part a0i , item 1 .', 'of this report .', 'for the other information required by this item a010 , see 201celection of directors , 201d 201cnomin...	['part a0iii item a010 .', 'directors , executive officers and corporate governance for the information required by this item a010 with respect to our executive officers , see part a0i , item 1 .', 'of this report .', 'for the other information required by this item a010 , see 201celection of directors , 201d 201cnomin...	======================================== plan category \| number of securitiesto be issued uponexercise ofoutstanding options warrants and rights ( a ) ( b ) \| weighted-averageexercise price ofoutstanding options warrants and rights \| number of securitiesremaining available forfuture issuance underequity compensationpla...	multiply(113.49, 3629455)	411906847.95
what percentage of the fair value of performance share units at july 1 , 2011 was relates to to post-merger services and will be recognized ratably over the remaining service period through 2013?	Context: ['during the year ended december 31 , 2011 , we granted 354660 performance share units having a fair value based on our grant date closing stock price of $ 28.79 .', 'these units are payable in stock and are subject to certain financial performance criteria .', 'the fair value of these performance share unit a...	0.84884	HFC/2011/page_92.pdf-5	['during the year ended december 31 , 2011 , we granted 354660 performance share units having a fair value based on our grant date closing stock price of $ 28.79 .', 'these units are payable in stock and are subject to certain financial performance criteria .', 'the fair value of these performance share unit awards is ...	['( 1 ) includes 225116 non-vested performance share grants under the legacy frontier plan that were outstanding and retained by hollyfrontier at july 1 , 2011 .', 'for the year ended december 31 , 2011 we issued 178148 shares of our common stock having a fair value of $ 2.6 million related to vested performance share ...	************************************** • performance share units, grants • outstanding at january 1 2011 ( non-vested ), 556186 • granted ( 1 ), 354660 • vesting and transfer of ownership to recipients, -136058 ( 136058 ) • outstanding at december 31 2011 ( non-vested ), 774788 *************************************...	divide(7.3, 8.6)	0.84884
what portion of the net notional value of commodity derivatives is related to energy inputs?	Context: ['commodities purchased for use in our supply chain .', 'we manage our exposures through a combination of purchase orders , long-term contracts with suppliers , exchange-traded futures and options , and over-the-counter options and swaps .', 'we offset our exposures based on current and projected market condit...	0.28654	GIS/2019/page_75.pdf-3	['commodities purchased for use in our supply chain .', 'we manage our exposures through a combination of purchase orders , long-term contracts with suppliers , exchange-traded futures and options , and over-the-counter options and swaps .', 'we offset our exposures based on current and projected market conditions and ...	['net mark-to-market valuation of certain commodity positions recognized in unallocated corporate items $ ( 36.0 ) $ 32.1 $ 13.9 as of may 26 , 2019 , the net notional value of commodity derivatives was $ 312.5 million , of which $ 242.9 million related to agricultural inputs and $ 69.6 million related to energy inputs...	---------------------------------------- in millions, fiscal year 2019, fiscal year 2018, fiscal year 2017 net gain ( loss ) onmark-to-marketvaluation of commodity positions, $ -39.0 ( 39.0 ), $ 14.3, $ -22.0 ( 22.0 ) net loss on commodity positions reclassified from unallocated corporate items to segmentoperating prof...	divide(69.6, 242.9)	0.28654
what was the total of shares ( millions ) issued to employees in the 3 year period?	Context: ['schlumberger limited and subsidiaries shares of common stock ( stated in millions ) issued in treasury shares outstanding .'] ## Data Table: **************************************** Row 1: , issued, in treasury, shares outstanding Row 2: balance january 1 2009, 1334, -140 ( 140 ), 1194 Row 3: shares sold t...	26.0	SLB/2011/page_56.pdf-1	['schlumberger limited and subsidiaries shares of common stock ( stated in millions ) issued in treasury shares outstanding .']	['see the notes to consolidated financial statements .']	**************************************** Row 1: , issued, in treasury, shares outstanding Row 2: balance january 1 2009, 1334, -140 ( 140 ), 1194 Row 3: shares sold to optionees less shares exchanged, 2013, 4, 4 Row 4: vesting of restricted stock, 2013, 1, 1 Row 5: shares issued under employee stock purchase plan, 2013...	add(4, 4), add(#0, 6), add(#1, 3), add(#2, 6), add(#3, 3)	26.0
in 2010 what was the percent of the contractual obligations by year long-term debt obligations to the total	Background: ['contractual obligations the following table includes aggregated information about citigroup 2019s contractual obligations that impact its short- and long-term liquidity and capital needs .', 'the table includes information about payments due under specified contractual obligations , aggregated by type of ...	0.56374	C/2009/page_63.pdf-3	['contractual obligations the following table includes aggregated information about citigroup 2019s contractual obligations that impact its short- and long-term liquidity and capital needs .', 'the table includes information about payments due under specified contractual obligations , aggregated by type of contractual ...	['( 1 ) for additional information about long-term debt and trust preferred securities , see note 20 to the consolidated financial statements .', '( 2 ) relates primarily to accounts payable and accrued expenses included in other liabilities in citi 2019s consolidated balance sheet. .']	======================================== in millions of dollars at year end \| contractual obligations by year 2010 \| contractual obligations by year 2011 \| contractual obligations by year 2012 \| contractual obligations by year 2013 \| contractual obligations by year 2014 \| contractual obligations by year thereafter ----...	divide(47162, 83659)	0.56374
as of december 31 , 2017 what was the percent of the total non-cancelable lease terms in excess of one year due in 2019	Pre-text: ['17 .', 'leases we lease certain locomotives , freight cars , and other property .', 'the consolidated statements of financial position as of december 31 , 2017 , and 2016 included $ 1635 million , net of $ 953 million of accumulated depreciation , and $ 1997 million , net of $ 1121 million of accumulated de...	0.13814	UNP/2017/page_74.pdf-2	['17 .', 'leases we lease certain locomotives , freight cars , and other property .', 'the consolidated statements of financial position as of december 31 , 2017 , and 2016 included $ 1635 million , net of $ 953 million of accumulated depreciation , and $ 1997 million , net of $ 1121 million of accumulated depreciation...	['approximately 97% ( 97 % ) of capital lease payments relate to locomotives .', 'rent expense for operating leases with terms exceeding one month was $ 480 million in 2017 , $ 535 million in 2016 , and $ 590 million in 2015 .', 'when cash rental payments are not made on a straight-line basis , we recognize variable re...	Row 1: millions, operatingleases, capitalleases Row 2: 2018, $ 398, $ 173 Row 3: 2019, 359, 156 Row 4: 2020, 297, 164 Row 5: 2021, 259, 168 Row 6: 2022, 221, 147 Row 7: later years, 1115, 271 Row 8: total minimum lease payments, $ 2649, $ 1079 Row 9: amount representing interest, n/a, -187 ( 187 ) Row 10: present value...	add(359, 156), add(2649, 1079), divide(#0, #1)	0.13814
what is the percent of the operating leases in 2007 as part of the total amount?	Background: ['part ii , item 7 in 2006 , cash provided by financing activities was $ 291 million which was primarily due to the proceeds from employee stock plans ( $ 442 million ) and an increase in debt of $ 1.5 billion partially offset by the repurchase of 17.99 million shares of schlumberger stock ( $ 1.07 billion ...	0.27641	SLB/2006/page_45.pdf-3	['part ii , item 7 in 2006 , cash provided by financing activities was $ 291 million which was primarily due to the proceeds from employee stock plans ( $ 442 million ) and an increase in debt of $ 1.5 billion partially offset by the repurchase of 17.99 million shares of schlumberger stock ( $ 1.07 billion ) and the pa...	['purchase obligations 2 $ 1526 $ 1490 $ 36 $ 2013 $ 2013 1 .', 'excludes future payments for interest .', 'includes amounts relating to the $ 1425 million of convertible debentures which are described in note 11 of the consolidated financial statements .', '2 .', 'represents an estimate of contractual obligations in t...	---------------------------------------- • contractual commitments, total, payment period 2007, payment period 2008 - 2009, payment period 2010 - 2011, payment period after 2011 • debt1, $ 5986, $ 1322, $ 2055, $ 1961, $ 648 • operating leases, $ 691, $ 191, $ 205, $ 106, $ 189 • purchase obligations2, $ 1526, $ 1490, ...	divide(191, 691)	0.27641
what was the percentage change in tier 1 capital between 2012 and 2013?	Background: ['notes to consolidated financial statements the table below presents information regarding group inc . 2019s regulatory capital ratios and tier 1 leverage ratio under basel i , as implemented by the federal reserve board .', 'the information as of december 2013 reflects the revised market risk regulatory c...	0.08203	GS/2013/page_193.pdf-1	['notes to consolidated financial statements the table below presents information regarding group inc . 2019s regulatory capital ratios and tier 1 leverage ratio under basel i , as implemented by the federal reserve board .', 'the information as of december 2013 reflects the revised market risk regulatory capital requi...	['revised capital framework the u.s .', 'federal bank regulatory agencies ( agencies ) have approved revised risk-based capital and leverage ratio regulations establishing a new comprehensive capital framework for u.s .', 'banking organizations ( revised capital framework ) .', 'these regulations are largely based on t...	Row 1: $ in millions, as of december 2013, as of december 2012 Row 2: tier 1 capital, $ 72471, $ 66977 Row 3: tier 2 capital, $ 13632, $ 13429 Row 4: total capital, $ 86103, $ 80406 Row 5: risk-weighted assets, $ 433226, $ 399928 Row 6: tier 1 capital ratio, 16.7% ( 16.7 % ), 16.7% ( 16.7 % ) Row 7: total capital ratio...	subtract(72471, 66977), divide(#0, 66977)	0.08203
what percentage of industrial packaging sales where represented by north american industrial packaging net sales in 2013?	Context: ['areas exceeding 14.1 million acres ( 5.7 million hectares ) .', 'products and brand designations appearing in italics are trademarks of international paper or a related company .', 'industry segment results industrial packaging demand for industrial packaging products is closely correlated with non-durable i...	0.84402	IP/2013/page_61.pdf-1	['areas exceeding 14.1 million acres ( 5.7 million hectares ) .', 'products and brand designations appearing in italics are trademarks of international paper or a related company .', 'industry segment results industrial packaging demand for industrial packaging products is closely correlated with non-durable industrial...	['north american industrial packaging net sales were $ 12.5 billion in 2013 compared with $ 11.6 billion in 2012 and $ 8.6 billion in 2011 .', 'operating profits in 2013 were $ 1.8 billion ( both including and excluding costs associated with the integration of temple-inland and other special items ) compared with $ 1.0...	---------------------------------------- in millions \| 2013 \| 2012 \| 2011 ----------\|----------\|----------\|---------- sales \| $ 14810 \| $ 13280 \| $ 10430 operating profit \| 1801 \| 1066 \| 1147 ----------------------------------------	multiply(12.5, const_1000), divide(#0, 14810)	0.84402

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FinQA Dataset (Processed)

Dataset Description

Dataset Summary

The FinQA dataset is designed for numerical reasoning over financial data, containing questions that require complex reasoning over tables and text from financial reports.

Dataset Statistics

Total examples: 8281
Training set size: 6624 examples
Test set size: 1657 examples

Dataset Structure

Each example contains:

Required columns:
- query: The question to be answered (derived directly from qa.question)
- context: Combined context including pre-text, table, and post-text, formatted with random section headers and separators for variety
- output: The execution answer (derived from qa.exe_ans)
Original FinQA fields:
- id: Unique example identifier
- pre_text: Text appearing before the table
- post_text: Text appearing after the table
- table: Tabular data in string format
- program: The reasoning program to derive the answer
- exe_ans: The execution result

Context Formation

The context field is created by concatenating:

Pre-text with a randomly selected header (e.g., "Background:", "Context:", "Pre-text:")
Table data with a randomly selected header (e.g., "Data Table:", "Tabular Data:", "Table:")
Post-text with a randomly selected header (e.g., "Additional Information:", "Follow-up:", "Post-table:")

These sections are joined using random separators (##,

, or --) to create variety.

Dataset Creation

Source Data

This dataset is derived from the FinQA dataset created by Chen et al. The original dataset is available at FinQA GitHub Repository.

Citation

@article{chen2021finqa,
  title={FinQA: A Dataset of Numerical Reasoning over Financial Data},
  author={Chen, Zhiyu and Chen, Wenhu and Smiley, Charese and Shah, Sameena and Borova, Iana and Langdon, Dylan and Moussa, Reema and Beane, Matt and Huang, Ting-Hao and Routledge, Bryan and Wang, William Yang},
  journal={Proceedings of EMNLP 2021},
  year={2021}
}

Licensing Information

This dataset is released under the MIT License, following the original FinQA dataset licensing terms.

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