hellotayssir/FinQA_TAT-QA_financial_finetuning_dataset huggingface dataset:
Electro-Magnetic, Sensors, and Actuators
The following table sets forth net sales, operating income, and operating income as a percentage of net sales for our MSA reportable segment in fiscal years 2019 and 2018 (amounts in thousands, except percentages).
Net Sales MSA net sales of $240.7 million in fiscal year 2019 increased $13.8 million or 6.1% from $227.0 million in fiscal year 2018. The increase in net sales was primarily driven by a $15.0 million increase in OEM sales in the JPKO region. Also contributing to the increase in net sales was a $4.3 million increase in EMS sales across all regions and a $3.7 million increase in distributor sales across the Americas and EMEA regions. These increase in net sales were partially offset by a $5.5 million decrease in distributor sales across the APAC and JPKO regions and a $3.8 million decrease in OEM sales across the Americas, APAC, and JPKO regions.
Reportable Segment Operating Income
Segment operating income of $22.5 million in fiscal year 2019 increased $6.9 million from $15.7 million in fiscal year 2018. The increase in operating income was primarily due to a $6.6 million decrease in SG&A expenses resulting from a decrease in payroll expenses that was caused by a reduction in head count. Also contributing to the increase in operating income was a $2.9 million decrease in restructuring charges, a $1.3 million decrease in net loss on write down and disposal of long-lived assets, and a $0.2 million decrease in R&D expenses. Partially offsetting these improvements was a $4.1 million decrease in gross margin, which was primarily driven by a change in the sales mix to lower margin products.
Table:
 |  | For the Fiscal Years Ended |  | 
 | March 31, 2019 |  | March 31, 2018 | 
Sales | Amount | % to Net Sales | Amount | % to Net Sales
Net sales | $240,740 |  | $226,964 | 
Segment operating income | 22,546 | 9.4% | 15,694 | 6.9%


Question: What was the change in the percentage to net sales between 2018 and 2019?
Answer: 2.5
Calculation: 9.4-6.9
Stock-based Compensation
The following table summarizes stock-based compensation expense related to RSUs, stock options, and ESPP shares for the fiscal years ended September 30, 2019, 2018, and 2017, which were allocated as follows (amounts shown in thousands):
Table:
 | 2019 | 2018 | 2017
Cost of revenue | $207 | $78 | $52
Selling and marketing | 2,967 | 2,656 | 1,577
Research and development | 2,013 | 1,801 | 1,028
General and administrative | 4,450 | 4,415 | 2,821
Stock-based compensation expense included in expenses | $9,637 | $8,950 | $5,478


Question: What is the average expense of general and administrative from 2017 to 2019?
Answer: 3895.33
Calculation: (4,450+4,415+2,821)/3
Costs and Expenses
Cost of Revenues
The following tables detail the components of cost of revenues in dollars (amounts in millions) and as a percentage of associated net revenues:
Cost of Revenues—Product Sales:
The decrease in product costs for 2019, as compared to 2018, was due to the decrease in product sales, primarily associated with the Destiny franchise (reflecting our sale of the publishing rights for Destiny to Bungie in December 2018).
The decrease in software royalties, amortization, and intellectual property licenses related to product sales for 2019, as compared to 2018, was primarily due to a decrease of $133 million in software amortization and royalties from Activision, primarily due to the Destiny franchise. The decrease was partially offset by:
higher software amortization and royalties for Call of Duty: Black Ops 4, which was released in October 2018, as compared to Call of Duty: WWII, which was released in November 2017; software amortization and royalties from Sekiro: Shadows Die Twice, which was released in March 2019; and higher software amortization and royalties for Call of Duty: Modern Warfare, which was released in October 2019, as compared to Call of Duty: Black Ops 4.
Cost of Revenues—Subscription, Licensing, and Other Revenues:
The decrease in game operations and distribution costs for 2019, as compared to 2018, was primarily due to a decrease of $50 million in service provider fees such as digital storefront fees (e.g., fees retained by Apple and Google for our sales on their platforms), payment processor fees, and server bandwidth fees.
The decrease in software royalties, amortization, and intellectual property licenses related to subscription, licensing, and other revenues for 2019, as compared to 2018, was primarily due to:
a decrease of $122 million in amortization of internally-developed franchise intangible assets acquired as part of our acquisition of King; a decrease of $36 million in software amortization and royalties from Activision, driven by the Destiny franchise, partially offset by software royalties on Call of Duty: Mobile, which was released in October 2019; and  lower amortization of capitalized film costs due to the release of the third season of the animated TV series, Skylanders™ Academy, in September 2018, with no comparable release in 2019.
Table:
 | Year Ended December 31, 2019 | % of associated net revenues | Year Ended December 31, 2018 | % of associated net revenues | Increase (Decrease)
Cost of revenues—product sales: |  |  |  |  | 
Product costs | $656 | 33% | $719 | 32% | $(63)
Software royalties, amortization, intellectual property licenses | 240 | 12 | 371 | 16 | (131)
Cost of revenues—subscription, licensing, and other revenues: |  |  |  |  | 
Game operations and distribution costs | 965 | 21 | 1,028 | 20 | (63)
Software royalties, amortization, intellectual property licenses | 233 | 5 | 399 | 8 | (166)
Total cost of revenues | $2,094 | 32% | $2,517 | 34% | $(423)


Question: What were the game operations and distribution costs in 2019?
Answer: 965
NOTE 21 — QUARTERLY INFORMATION (UNAUDITED)
(a) Reflects the $157 million net charge related to the enactment of the TCJA for the second quarter and the $2.6 billion net income tax benefit related to the intangible property transfers for the fourth quarter, which together increased net income by $2.4 billion for fiscal year 2019. See Note 12 – Income Taxes for further information.
(b) Reflects the net charge related to the enactment of the TCJA and the net income tax benefit related to the intangible property transfers, which decreased (increased) diluted EPS $0.02 for the second quarter, $(0.34) for the fourth quarter, and $(0.31) for fiscal year 2019.
(c) Reflects the net charge (benefit) related to the enactment of the TCJA of $13.8 billion for the second quarter, $(104) million for the fourth quarter, and $13.7 billion for fiscal year 2018.
(d) Reflects the net charge (benefit) related to the enactment of the TCJA, which decreased (increased) diluted EPS $1.78 for the second quarter, $(0.01) for the fourth quarter, and $1.75 for fiscal year 2018.
Table:
(In millions, except per share amounts) |  |  |  |  | 
Quarter Ended | September 30 | December 31 | March 31 | June 30 | Total
Fiscal Year 2019 |  |  |  |  | 
Revenue | $  29,084 | $  32,471 | $  30,571 | $  33,717 | $  125,843
Gross margin | 19,179 | 20,048 | 20,401 | 23,305 | 82,933
Operating income | 9,955 | 10,258 | 10,341 | 12,405 | 42,959
Net income (a) | 8,824 | 8,420 | 8,809 | 13,187 | 39,240
Basic earnings per share | 1.15 | 1.09 | 1.15 | 1.72 | 5.11
Diluted earnings per share (b) | 1.14 | 1.08 | 1.14 | 1.71 | 5.06
Fiscal Year 2018 |  |  |  |  | 
Revenue | $  24,538 | $ 28,918 | $ 26,819 | $ 30,085 | $ 110,360
Gross margin | 16,260 | 17,854 | 17,550 | 20,343 | 72,007
Operating income | 7,708 | 8,679 | 8,292 | 10,379 | 35,058
Net income (loss) (c) | 6,576 | (6,302) | 7,424 | 8,873 | 16,571
Basic earnings (loss) per share | 0.85 | (0.82) | 0.96 | 1.15 | 2.15
Diluted earnings (loss) per share (d) | 0.84 | (0.82) | 0.95 | 1.14 | 2.13


Question: How much would diluted earnings per share for fiscal year 2018 be without the net charge (benefit) related to the enactment of the TCJA?
Answer: 3.88
Calculation: 2.13+1.75
(19) Income Taxes
As of December 31, 2019 and 2018, the components of deferred tax assets primarily relate to equity method investments, equity-based compensation, deferred revenues, interest rate swaps, employee benefits accruals and deferred compensation. As of December 31, 2019 and 2018, the components of deferred tax liabilities primarily relate to depreciation and amortization of intangible assets, property and equipment and deferred contract costs.
The significant components of deferred tax assets and liabilities consist of the following (in millions):
Table:
 | December 31, | 
 | 2019 | 2018
Deferred tax assets: |  | 
Equity method investments | $25.7 | $—
Equity-based compensation | 12.6 | 9.2
Deferred revenues | 6.2 | 14.8
Interest rate swaps | 5.6 | —
Other | 13.0 | 11.4
Total deferred tax assets | 63.1 | 35.4
Deferred tax liabilities: |  | 
Goodwill and other intangibles | (168.7) | (178.9)
Deferred contract costs | (40.3) | (41.9)
Property, equipment and computer software | (34.3) | (28.0)
Other | (5.1) | (7.5)
Total deferred tax liabilities | (248.4) | (256.3)
Net deferred tax liability | $(185.3) | $(220.9)


Question: What was the change in equity-based compensation between 2018 and 2019?
Answer: 3.4
Calculation: 12.6-9.2
Contractual obligations and commitments
A summary of our principal contractual financial obligations and commitments at 31 March 2019 are set out below. In addition, information in relation to our participation in the current German spectrum licence auction and our commitments arising from the Group’s announcement on 9 May 2018 that it had agreed to acquire Liberty Global’s operations in Germany, the Czech Republic, Hungary and Romania (are set out in note 28 “Commitments”).
Notes: 1 This table includes obligations to pay dividends to non-controlling shareholders (see “Dividends from associates and to non-controlling shareholders” on page 160). The table excludes current and deferred tax liabilities and obligations under post employment benefit schemes, details of which are provided in notes 6 “Taxation” and 25 “Post employment benefits” respectively. The table also excludes the contractual obligations of associates and joint ventures.
2 See note 21 “Capital and financial risk management”.
3 See note 28 “Commitments”.
4 Primarily related to spectrum and network infrastructure.
5 Primarily related to device purchase obligations.
Table:
 |  |  |  |  | Payments due by period
 |  |  |  |  | €m
Contractual obligations and commitments1 | Total | < 1 year | 1–3 years | 3–5 years | >5 years
Financial liabilities2 | 86,160 | 21,953 | 11,404 | 14,881 | 37,922
Operating lease commitments3 | 10,816 | 2,834 | 2,881 | 1,689 | 3,412
Capital commitments3,4 | 3,012 | 1,514 | 1,274 | 173 | 51
Purchase commitments5 | 8,460 | 4,091 | 2,616 | 689 | 1,064
Total | 108,448 | 30,392 | 18,175 | 17,432 | 42,449


Question: How much financial liabilities are due for payment soonest?
Answer: 21,953
Calculation: < 1 year
Net Pool Allocation: Net pool allocation increased by $10.5 million, from $7.3 million during the year ended December 31, 2017 to $17.8 million during the year ended December 31, 2018. The increase in net pool allocation was attributable to the movement in the adjustment of the net pool results earned by the GasLog vessels in accordance with the pool distribution formula. GasLog recognized gross revenues and gross voyage expenses and commissions of $102.3 million and $10.2 million, respectively, from the operation of its vessels in the Cool Pool during the year ended December 31, 2018 (December 31, 2017: $38.0 million and $9.1 million, respectively). The increase in GasLog’s total net pool performance was driven by higher spot rates and higher utilization achieved by all vessels trading in the Cool Pool. GasLog’s total net pool performance is presented below:
Voyage Expenses and Commissions: Voyage expenses and commissions increased by 32.5%, or $5.0 million, from $15.4 million during the year ended December 31, 2017 to $20.4 million during the year ended December 31, 2018. The increase in voyage expenses and commissions is mainly attributable to an increase of $3.6 million in bunkers consumed and voyage expenses during certain unchartered and off-hire periods, an increase of $0.3 million in voyage expenses of the vessels operating in the spot market and an increase of $1.1 million in brokers’ commissions.
Table:
 | For the year ended | 
 | 2017 | 2018
Amounts in thousands of U.S. Dollars |  | 
Pool gross revenues (included in Revenues) | 38,046 | 102,253
Pool gross voyage expenses and commissions (included in Voyage expenses and commissions) | (9,122) | (10,154)
GasLog’s adjustment for net pool allocation (included in Net pool allocation) | 7,254 | 17,818
GasLog’s total net pool performance | 36,178 | 109,917


Question: What is the change in pool gross revenues from 2017 to 2018?
Answer: 64207
Calculation: 102,253 - 38,046
Other payables and accrued liabilities consisted of the following:
Derivative instruments are further described in Note 27.
As of December 31, 2019, payables to equity-method investments was nil compared to $49 million as of December 31, 2018, as a result of the wind-down of the joint venture with Ericsson.
On January 1, 2019, the Company adopted the new guidance on lease accounting and the current portion of the lease obligation is now included in other payables and accrued liabilities. The impact of the adoption of this new guidance is further described in Note 11.
Other payables and accrued liabilities also include individually insignificant amounts as of December 31, 2019 and December 31, 2018, presented cumulatively in line “Others”.
Table:
 | December 31, 2019 | December 31, 2018
Employee related liabilities | 375 | 384
Employee compensated absences | 138 | 125
Taxes other than income taxes | 53 | 60
Advances | 63 | 77
Payables to equity-method investments | — | 49
Derivative instruments | 7 | 34
Provision for restructuring | 10 | 22
Defined benefit plans – current portion | 10 | 12
Defined contribution plans – accrued benefits | 20 | 18
Other long-term benefits – current portion | 7 | 6
Royalties | 21 | 26
Current lease obligation | 55 | —
Deferred consideration for business combinations | 10 | —
Others | 62 | 61
Total | 831 | 874


Question: What is the average Employee related liabilities?
Answer: 379.5
Calculation: (375+384) / 2
NOTE 6- continued
¹⁾ For additional information regarding impairment considerations, please refer to note 8.
Included in the carrying amount for "Vessels and capitalized dry-docking" are capitalized drydocking costs in the amount of USD 60.7m (2018: USD 67.5m, 2017: USD 68.1m).
The sale and leaseback transactions in 2019 were all classified as financing arrangements and did not result in derecognition of the underlying assets as control was retained by the Group.
Table:
USDm | 2019 | 2018 | 2017
Vessels and capitalized dry-docking |  |  | 
Cost: |  |  | 
Balance as of 1 January | 1,886.3 | 1,726.6 | 1,697.4
Additions | 81.3 | 162.7 | 103.1
Disposals | -25.6 | -30.2 | -14.3
Transferred from prepayments | 252.3 | 81.8 | -
Transferred to assets held for sale | -130.1 | -54.6 | -59.6
Balance as of 31 December | 2,064.2 | 1,886.3 | 1,726.6
Depreciation: |  |  | 
Balance as of 1 January | 327.6 | 264.8 | 180.0
Disposals | -25.6 | -30.2 | -14.3
Depreciation for the year | 106.5 | 113.4 | 113.6
Transferred to assets held for sale | -47.9 | -20.4 | -14.5
Balance as of 31 December | 360.6 | 327.6 | 264.8
Impairment: |  |  | 
Balance as of 1 January | 162.1 | 167.3 | 173.6
Impairment losses on tangible fixed assets | 6.0 | 3.2 | 3.6
Reversal of impairment ¹⁾ | -120.0 | - | -
Transferred to assets held for sale | -19.3 | -8.4 | -9.9
Balance as of 31 December | 28.8 | 162.1 | 167.3
Carrying amount as of 31 December | 1,674.8 | 1,396.6 | 1,294.5


Question: In which year was the impairment losses on tangible fixed assets the largest?
Answer: 2019
Calculation: 6.0>3.6>3.2
ISU plan
The Corporation offers to its executive officers and designated employees an Incentive Share Unit ("ISU") Plan. According to this plan, executive
officers and designated employees periodically receive a given number of ISUs which entitle the participants to receive subordinate voting shares of the Corporation after three years less one day from the date of grant.
The number of ISUs is based on the dollar value of the award and the average closing stock price of the Corporation for the previous twelve month period ending August 31. A trust was created for the purpose of purchasing these shares on the stock market in order to protect against stock price fluctuation and the Corporation instructed the trustee to purchase subordinate voting shares of the Corporation on the stock market. These shares are purchased and are held in trust for the participants until they are fully vested.
The trust, considered as a special purpose entity, is consolidated in the Corporation’s financial statements with the value of the acquired subordinate voting shares held in trust under the ISU Plan presented in reduction of share capital.
Under the ISU Plan, the following ISUs were granted by the Corporation and are outstanding at August 31:
A compensation expense of $2,046,000 ($2,461,000 in 2018) was recorded for the year ended August 31, 2019 related to this plan.
Table:
Years ended August 31, | 2019 | 2018
Outstanding, beginning of the year | 105,475 | 101,538
Granted | 37,600 | 47,900
Distributed | (44,470) | (35,892)
Cancelled | (26,780) | (8,071)
Outstanding, end of the year | 71,825 | 105,475


Question: What was the increase / (decrease) in the Outstanding, beginning of the year from 2018 to 2019?
Answer: 3937
Calculation: 105,475 - 101,538
Long-lived assets by geographic region were as follows (amounts in millions):
The only long-lived assets that we classify by region are our long-term tangible fixed assets, which consist of property, plant, and equipment assets, and beginning with 2019, as a result of our adoption of a new lease accounting standard, our lease ROU assets; all other long-term assets are not allocated by location.
For information regarding significant customers, see “Concentration of Credit Risk” in Note 2.
Table:
 |  | At December 31, | 
 | 2019 | 2018 | 2017
Long-lived assets* by geographic region: |  |  | 
Americas | $322 | $203 | $197
EMEA | 142 | 62 | 75
Asia Pacific | 21 | 17 | 22
Total long-lived assets by geographic region | $485 | $282 | $294


Question: What was the long-lived assets in Americas in 2019?
Answer: 322
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 net operating loss carry-forwards at December 31, 2019?
Answer: $21.6 million
Stock-based compensation expense categorized by various equity components for the years ended December 31, 2019, 2018 and 2017 is summarized in the table below (in thousands):
During the years ended December 31, 2019, 2018 and 2017, the Company granted stock options covering zero, zero and 70,000 shares, respectively. The 2017 estimated per share fair value of the grant was $4.62 before estimated forfeitures.
The total fair value of restricted stock awards and units vested during the years ended December 31, 2019, 2018 and 2017 was $30.1 million, $30.4 million and $22.7 million, respectively.
The total intrinsic value of options exercised during the years ended December 31, 2019, 2018 and 2017 was $0.2 million, $1.0 million and $5.5 million, respectively. The intrinsic value is calculated as the difference between the market value on the date of exercise and the exercise price of the shares.
As of December 31, 2019, the unrecognized stock-based compensation balance after estimated forfeitures consisted of $0.1 million related to unvested stock options, to be recognized over an estimated weighted average amortization period of 1.5 years, and $40.3 million related to restricted stock awards and units, including performance-based awards and units, to be recognized over an estimated weighted average amortization period of 2.3 years.
As of December 31, 2018, the unrecognized stock-based compensation balance after estimated forfeitures related to unvested stock options was $0.3 million to be recognized over an estimated weighted average amortization period of 2.0 years and $40.6 million related to restricted stock awards and units, including performance-based awards and units, to be recognized over an estimated weighted average amortization period of 2.2 years.
Table:
 |  | Years Ended December 31, | 
 | 2019 | 2018 | 2017
Employee stock options | $219 | $438 | $1,980
Restricted stock awards and units | 29,031 | 27,974 | 28,909
Employee stock purchase plan | 2,304 | 2,599 | 2,573
Total stock-based compensation expense | $31,554 | $31,011 | $33,462


Question: How does the company calculate the intrinsic value?
Answer: the difference between the market value on the date of exercise and the exercise price of the shares
2. Employees
Please refer to the Report on Directors’ remuneration on pages 77 to 101 and note 38 of Notes to the consolidated financial statements on page 161 for disclosures relating to the emoluments, share incentives and long-term incentive interests and pensions of the Directors.
The average number of people employed by the Company during the year was:
Table:
 | 2019 | 2018
 | Number | Number
Manufacturing | 40 | 37
Product development | 54 | 50
Selling and marketing | 52 | 45
Administration | 32 | 30
 | 178 | 162


Question: What should be referred to for disclosures relating to the emoluments, share incentives and long-term incentive interests and pensions of the Directors?
Answer: refer to the Report on Directors’ remuneration on pages 77 to 101 and note 38 of Notes to the consolidated financial statements on page 161
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
2010 | 100.00 | 100.00 | 100.00 | 100.00
2011 | 117.06 | 100.53 | 102.11 | 102.11
2012 | 155.27 | 116.92 | 118.45 | 122.23
2013 | 290.93 | 166.19 | 156.82 | 199.42
2014 | 285.37 | 188.78 | 178.29 | 195.42
2015 | 319.10 | 199.95 | 180.75 | 267.25
.

Question: at the measurement point december 312015 what was ratio of the the priceline group inc.to the nasdaq composite index
Answer: 1.6
Calculation: divide(319.10, 199.95)