hellotayssir/FinQA_TAT-QA_financial_finetuning_dataset huggingface dataset:
performance graph the performance graph below shows the five-year cumulative total stockholder return on applied common stock during the period from october 28 , 2012 through october 29 , 2017 . this is compared with the cumulative total return of the standard & poor 2019s 500 stock index and the rdg semiconductor composite index over the same period . the comparison assumes $ 100 was invested on october 28 , 2012 in applied common stock and in each of the foregoing indices and assumes reinvestment of dividends , if any . dollar amounts in the graph are rounded to the nearest whole dollar . the performance shown in the graph represents past performance and should not be considered an indication of future performance . comparison of 5 year cumulative total return* among applied materials , inc. , the s&p 500 index and the rdg semiconductor composite index *assumes $ 100 invested on 10/28/12 in stock or 10/31/12 in index , including reinvestment of dividends . indexes calculated on month-end basis . copyright a9 2017 standard & poor 2019s , a division of s&p global . all rights reserved. .

Table:
 | 10/28/2012 | 10/27/2013 | 10/26/2014 | 10/25/2015 | 10/30/2016 | 10/29/2017
applied materials | 100.00 | 171.03 | 207.01 | 165.34 | 293.64 | 586.91
s&p 500 index | 100.00 | 127.18 | 149.14 | 156.89 | 163.97 | 202.72
rdg semiconductor composite index | 100.00 | 131.94 | 167.25 | 160.80 | 193.36 | 288.96
dividends during each of fiscal 2017 , 2016 and 2015 , applied 2019s board of directors declared four quarterly cash dividends in the amount of $ 0.10 per share .
applied currently anticipates that cash dividends will continue to be paid on a quarterly basis , although the declaration of any future cash dividend is at the discretion of the board of directors and will depend on applied 2019s financial condition , results of operations , capital requirements , business conditions and other factors , as well as a determination by the board of directors that cash dividends are in the best interests of applied 2019s stockholders .
10/28/12 10/27/13 10/26/14 10/25/15 10/30/16 10/29/17 applied materials , inc .
s&p 500 rdg semiconductor composite .

Question: what is the roi in s&p500 if the investment was made in 2012 and sold in 2015?
Answer: 56.9%
Calculation: subtract(156.89, const_100), divide(#0, const_100)
During the year ended December 31, 2019, we sold marketable securities for proceeds of $52.0 million and realized no gain or loss on such sales. During the years ended December 31, 2018 and 2017, we sold marketable securities for proceeds of $10.8 million and $118.3 million, respectively, and realized gains of less than $0.1 million on such sales in each respective period. See Note 11. “Fair Value Measurements” to our consolidated financial statements for information about the fair value of our marketable securities.
The following tables summarize the unrealized gains and losses related to our available-for-sale marketable securities, by major security type, as of December 31, 2019 and 2018 (in thousands):
As of December 31, 2019, we had no investments in a loss position for a period of time greater than 12 months. As of December 31, 2018, we identified 15 investments totaling $207.2 million that had been in a loss position for a period of time greater than 12 months with unrealized losses of $1.8 million. The unrealized losses were primarily due to increases in interest rates relative to rates at the time of purchase. Based on the underlying credit quality of the investments, we generally hold such securities until we recover our cost basis. Therefore, we did not consider these securities to be other-than-temporarily impaired.
Table:
 |  | As of December 31, 2019 |  | 
 | Amortized | Unrealized | Unrealized | Fair
 | Cost | Gains | Losses | Value
Foreign debt . | $387,775 | $551 | $506 | $387,820
Foreign government obligations | 21,991 | 20 | — | 22,011
U.S. debt | 65,970 | 176 | 12 | 66,134
Time deposits | 335,541 | — | — | 335,541
Total . | $811,277 | $747 | $518 | $811,506


Question: What percentage of the total amortized marketable securities is made up of amortized foreign debt?
Answer: 47.8
Calculation: 387,775 / 811,277
SHARE INFORMATION
On December 31, 2019, the total number of issued common shares of ASMI amounted to 51,297,394 compared to 56,297,394 at year-end 2018. The decrease was the result of the cancellation of 5 million treasury shares that was approved by the Annual General Meeting of Shareholders (AGM) on May 20, 2019, and became effective on July 23, 2019.
On December 31, 2019, we had 48,866,220 outstanding common shares excluding 2,431,174 treasury shares. This compared to 49,318,898 outstanding common shares and 6,978,496 treasury shares at year-end 2018. Besides the cancellation of 5 million treasury shares in July 2019, the change in the number of treasury shares in 2019 was the result of approximately 951,000 repurchased shares and approximately 498,000 treasury shares that were used as part of share based payments.
On December 31, 2019, 48,583,340 of the outstanding common shares were registered with our transfer agent in the Netherlands, ABN AMRO Bank NV; and 282,880 were registered with our transfer agent in the United States, Citibank, NA, New York.
On February 25, 2020, ASMI announced that it will propose to the AGM 2020 the cancellation of 1.5 million treasury shares, as the number of 2.4 million treasury shares held at that date was more than sufficient to cover our outstanding options and restricted/performance shares.
Table:
 | 2018 | 2019
As per January 1: |  | 
Issued shares | 62,297,394 | 56,297,394
Treasury shares | 6,157,241 | 6,978,496
Outstanding shares | 56,140,153 | 49,318,898
Changes during the year: |  | 
Cancellation of treasury shares | 6,000,000 | 5,000,000
Share buybacks | 7,242,734 | 950,902
Treasury shares used for share based performance programs | 421,479 | 498,224
As per December 31: |  | 
Issued shares | 56,297,394 | 51,297,394
Treasury shares | 6,978,496 | 2,431,174
Outstanding shares | 49,318,898 | 48,866,220


Question: What is the average number of Outstanding shares as per january 1 2018 and 2019? 
Answer: 52729525.5
Calculation: (56,140,153+ 49,318,898 )/2
(d) Share-Based Awards Available for Grant
A summary of share-based awards available for grant is as follows (in millions):
For each share awarded as restricted stock or a restricted stock unit award under the 2005 Plan, 1.5 shares was deducted from the available share-based award balance. For restricted stock units that were awarded with vesting contingent upon the achievement of future financial performance or market-based metrics, the maximum awards that can be achieved upon full vesting of such awards were reflected in the preceding table.
Table:
Years Ended | July 27, 2019 | July 28, 2018 | July 29, 2017
Balance at beginning of fiscal year | 245 | 272 | 242
Restricted stock, stock units, and other share-based awards granted | (67) | (70) | (76)
Share-based awards canceled/forfeited/expired | 18 | 18 | 78
Shares withheld for taxes and not issued | 23 | 25 | 28
Other | 1 | — | —
Balance at end of fiscal year | 220 | 245 | 272


Question: What was the percentage change in the balance at end of fiscal year between 2018 and 2019?
Answer: -10.2
Calculation: (220-245)/245
Deferred taxes are provided on a liability method whereby deferred tax assets are recognized for deductible differences and operating loss and tax credit carry-forwards and deferred tax liabilities are recognized for taxable temporary differences. Temporary differences are the difference between the reported amounts of assets and liabilities and their tax bases. Deferred tax assets are reduced by a valuation allowance when, in the opinion of management, it is more likely than not that some portion or all of the deferred tax assets will not be realized. Deferred tax assets and liabilities are adjusted for the effects of changes in tax laws and rates on the date of enactment.
At December 31, 2019, the Company had net operating loss carry-forwards of approximately $21.6 million that may be offset against future taxable income indefinitely. No tax benefit has been reported in the 2019 financial statements, since the potential tax benefit is offset by a valuation allowance of the same amount.
Net deferred tax assets consist of the following components as of December 31, 2019 and 2018:
Due to the change in ownership provisions of the Tax Reform Act of 1986, net operating loss carry-forwards for federal income tax reporting purposes are subject to annual limitations. Should a change in ownership occur, net operating loss carry-forwards may be limited as to use in future years.
Table:
 | 2019 | 2018
Deferred tax assets (liabilities): |  | 
NOL carryover | $5,910 | $3,370
R&D carryover | 173 | 173
Other | 236 | 239
Depreciation | 42 | 61
 | 6,361 | 3,843
Less valuation allowance | (6,361) | (3,843)
Net deferred tax asset | $- | $-


Question: What is the percentage change in the total deferred tax assets from 2018 to 2019?
Answer: 65.52
Calculation: (6,361-3,843)/3,843
9. Derivative Financial Instruments
As a global company, we are exposed in the normal course of business to interest rate and foreign currency risks that could affect our financial position, results of operations, and cash flows. We use derivative instruments to hedge against these risks and only hold such instruments for hedging purposes, not for speculative or trading purposes.
Depending on the terms of the specific derivative instruments and market conditions, some of our derivative instruments may be assets and others liabilities at any particular balance sheet date. We report all of our derivative instruments at fair value and account for changes in the fair value of derivative instruments within “Accumulated other comprehensive loss” if the derivative instruments qualify for hedge accounting. For those derivative instruments that do not qualify for hedge accounting (i.e., “economic hedges”), we record the changes in fair value directly to earnings. See Note 11. “Fair Value Measurements” to our consolidated financial statements for information about the techniques we use to measure the fair value of our derivative instruments.
The following tables present the fair values of derivative instruments included in our consolidated balance sheets as of December 31, 2019 and 2018 (in thousands):
Table:
 |  | December 31, 2019 |  | 
 | Prepaid Expenses and Other Current Assets | Other Assets | Other Current Liabilities | Other Liabilities
Derivatives designated as hedging instruments:    |  |  |  | 
Foreign exchange forward contracts | $226 | $139 | $369 | $230
Total derivatives designated as hedging instruments | $226 | $139 | $369 | $230
Derivatives not designated as hedging instruments: |  |  |  | 
Foreign exchange forward contracts | $973 | $— | $1,807 | $—
Interest rate swap contracts . | — | — | 406 | 7,209
Total derivatives not designated as hedging instruments . | $973 | $— | $2,213 | $7,209
Total derivative instruments . | $1,199 | $139 | $2,582 | $7,439


Question: What risks are hedged using the derivative instruments?
Answer: interest rate and foreign currency risks
the aes corporation notes to consolidated financial statements 2014 ( continued ) december 31 , 2010 , 2009 , and 2008 ( 3 ) multilateral loans include loans funded and guaranteed by bilaterals , multilaterals , development banks and other similar institutions . ( 4 ) non-recourse debt of $ 708 million as of december 31 , 2009 was excluded from non-recourse debt and included in current and long-term liabilities of held for sale and discontinued businesses in the accompanying consolidated balance sheets . non-recourse debt as of december 31 , 2010 is scheduled to reach maturity as set forth in the table below : december 31 , annual maturities ( in millions ) .

Table:
december 31, | annual maturities ( in millions )
2011 | $ 2577
2012 | 657
2013 | 953
2014 | 1839
2015 | 1138
thereafter | 7957
total non-recourse debt | $ 15121
as of december 31 , 2010 , aes subsidiaries with facilities under construction had a total of approximately $ 432 million of committed but unused credit facilities available to fund construction and other related costs .
excluding these facilities under construction , aes subsidiaries had approximately $ 893 million in a number of available but unused committed revolving credit lines to support their working capital , debt service reserves and other business needs .
these credit lines can be used in one or more of the following ways : solely for borrowings ; solely for letters of credit ; or a combination of these uses .
the weighted average interest rate on borrowings from these facilities was 3.24% ( 3.24 % ) at december 31 , 2010 .
non-recourse debt covenants , restrictions and defaults the terms of the company 2019s non-recourse debt include certain financial and non-financial covenants .
these covenants are limited to subsidiary activity and vary among the subsidiaries .
these covenants may include but are not limited to maintenance of certain reserves , minimum levels of working capital and limitations on incurring additional indebtedness .
compliance with certain covenants may not be objectively determinable .
as of december 31 , 2010 and 2009 , approximately $ 803 million and $ 653 million , respectively , of restricted cash was maintained in accordance with certain covenants of the non-recourse debt agreements , and these amounts were included within 201crestricted cash 201d and 201cdebt service reserves and other deposits 201d in the accompanying consolidated balance sheets .
various lender and governmental provisions restrict the ability of certain of the company 2019s subsidiaries to transfer their net assets to the parent company .
such restricted net assets of subsidiaries amounted to approximately $ 5.4 billion at december 31 , 2010. .

Question: as of december 31 , 2010 , what was the total committed but unused credit facilities in millions?
Answer: 1325
Calculation: add(432, 893)
Segment Financial Results
Revenues
The following table sets forth revenues by segment for the periods presented (in millions):
(1) Revenues for Corporate and Other represent deferred revenue purchase accounting adjustments recorded in accordance with GAAP.
Software Solutions
Revenues were $962.0 million in 2018 compared to $904.5 million in 2017, an increase of $57.5 million, or 6%. Our servicing software solutions revenues increased 7%, or $52.5 million, primarily driven by loan growth on MSP® from new and existing  clients. Our origination software solutions revenues increased 3%, or $5.0 million, primarily driven by growth in our loan origination system solutions and a software license fee in our Lending Solutions business, partially offset by the effect of lower volumes on our Exchange and eLending platforms primarily as a result of the 26% decline in refinancing originations as reported by the Mortgage Bankers Association.
Data and Analytics
Revenues were $154.5 million in 2018 compared to $151.6 million in 2017, an increase of $2.9 million, or 2%. The increase was primarily driven by growth in our property data and multiple listing service businesses, partially offset by upfront revenues from long-term strategic license deals in 2017.
Table:
 | Year ended December 31 |  | Variance | 
 | 2018 | 2017 | $ | %
Software Solutions | $962.0 | $904.5 | $57.5 | 6%
Data and Analytics | 154.5 | 151.6 | 2.9 | 2%
Corporate and Other(1) | (2.5) | (4.5) | 2.0 | NM
Total | $1,114.0 | $1,051.6 | $62.4 | 6%


Question: What did revenues for Corporate and Other represent?
Answer: deferred revenue purchase accounting adjustments recorded in accordance with GAAP
Gross Profit and Gross Margin (exclusive of amortization of acquisition-related intangible assets described below)
Our gross profit by reportable segment was as follows (dollars in millions):
(1) Certain of the amounts may not total due to rounding of individual amounts. (2) Unallocated manufacturing costs are presented as a percentage of total revenue (includes expensing of the fair market value step-up of inventory of $19.6 million during 2019 and $1.0 million during 2018).
The decrease in gross profit of $265.1 million, or approximately 12%, was primarily due to the impact of the decrease in sales volume, higher fixed costs due to the expansion in our manufacturing capacity as well as the expensing of $19.6 million excess over book value of inventory, commonly referred to as the fair market value step-up, from the Quantenna acquisition.
Gross margin decreased to 35.8% during 2019 compared to 38.1% during 2018. The decrease was due to a competitive pricing environment resulting in a decline in average selling prices, higher demand for lower margin products, increased manufacturing costs due to a higher mix of external manufacturing and decreased demand for our products, as explained in the revenue section.
Table:
 | 2019 | As a % of Segment Revenue (1) | 2018 | As a % of Segment Revenue (1)
PSG | $976.0 | 35.0 % | $ 1,110.1 | 36.5 %
ASG | 794.8 | 40.3 % | 878.3 | 42.4 %
ISG | 275.4 | 36.4 % | 317.1 | 41.2 %
Gross profit for all segments | $ 2,046.2 |  | $ 2,305.5 | 
Unallocated manufacturing costs (2) | (72.6) | (1.3) % | (66.8) | (1.1) %
Total gross profit | $ 1,973.6 | 35.8 % | $ 2,238.7 | 38.1 %


Question: How much was the expensing of the fair market value step-up of inventory during 2019?
Answer: $19.6 million
Notes to Consolidated Financial Statements - (Continued) Fiscal Years Ended May 26, 2019, May 27, 2018, and May 28, 2017 (columnar dollars in millions except per share amounts) General
The Revolving Credit Facility (as defined in Note 5) and the Term Loan Agreement generally require our ratio of earnings before interest, taxes, depreciation and amortization ("EBITDA") to interest expense not to be less than 3.0 to 1.0 and our ratio of funded debt to EBITDA not to exceed certain decreasing specified levels, ranging from 5.875 through the first quarter of fiscal 2020 to 3.75 from the second quarter of fiscal 2023 and thereafter, with each ratio to be calculated on a rolling fourquarter basis. As of May 26, 2019, we were in compliance with all financial covenants under the Revolving Credit Facility and the Term Loan Agreement.
Net interest expense consists of:
Interest paid from continuing operations was $375.6 million, $164.5 million, and $223.7 million in fiscal 2019, 2018, and 2017, respectively.
Table:
 | 2019 | 2018 | 2017
Long-term debt | $385.9 | $161.2 | $203.6
Short-term debt | 15.0 | 4.8 | 0.6
Interest income | (6.8) | (3.8) | (3.7)
Interest capitalized | (2.7) | (3.5) | (5.0)
 | $391.4 | $158.7 | $195.5


Question: What were the net interest expenses of short-term debt in the fiscal year 2018 and 2019, respectively?
Answer: 4.8, 15.0
Interest and Other
Interest income decreased by $1.9 million from 2018 to 2019 due primarily to lower cash and marketable securities balances in 2019. Interest expense decreased by $8.2 million from 2018 to 2019 due primarily to unrealized losses on equity marketable securities recognized in 2018. Other (income) expense, net increased by $28.1 million from 2018 to 2019 due primarily to a $15.0 million charge for the impairment of the investment in RealWear and an $11.5 million change in pension actuarial (gains) losses from a $3.3 million gain in 2018 to an $8.2 million loss in 2019.
Table:
 | 2019 | 2018 | 2018-2019 Change
 |  | (in millions) | 
Interest income | $(24.8) | $(26.7) | $1.9
Interest expense | 23.1 | 31.3 | (8.2)
Other (income) expense, net | 29.5 | 1.4 | 28.1


Question: What are the components analyzed under Interest and Other in the table?
Answer: Interest income, Interest expense, Other (income) expense, net
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)