hellotayssir/FinQA_TAT-QA_financial_finetuning_dataset huggingface dataset:
NOTE 14 – OTHER LIABILITIES
The carrying amount is a reasonable approximation of fair value due to the short-term nature of the receivables. Please refer to note 21 for further information on fair value hierarchies.
Table:
USDm | 2019 | 2018
Partners and commercial managements | 0.5 | 1.2
Accrued operating expenses | 14.1 | 9.1
Accrued interest | 4.0 | 4.6
Wages and social expenses | 14.3 | 16.1
Derivative financial instruments | 12.3 | 3.4
Payables to joint ventures | 0.1 | 0.1
Other | 2.0 | 2.0
Balance as of 31 December | 47.3 | 36.5


Question: What was the percentage change in the Balance as of 31 December from 2018 to 2019?
Answer: 29.59
Calculation: (47.3-36.5)/36.5
entergy louisiana , llc and subsidiaries management 2019s financial discussion and analysis results of operations net income 2016 compared to 2015 net income increased $ 175.4 million primarily due to the effect of a settlement with the irs related to the 2010-2011 irs audit , which resulted in a $ 136.1 million reduction of income tax expense . also contributing to the increase were lower other operation and maintenance expenses , higher net revenue , and higher other income . the increase was partially offset by higher depreciation and amortization expenses , higher interest expense , and higher nuclear refueling outage expenses . 2015 compared to 2014 net income increased slightly , by $ 0.6 million , primarily due to higher net revenue and a lower effective income tax rate , offset by higher other operation and maintenance expenses , higher depreciation and amortization expenses , lower other income , and higher interest expense . net revenue 2016 compared to 2015 net revenue consists of operating revenues net of : 1 ) fuel , fuel-related expenses , and gas purchased for resale , 2 ) purchased power expenses , and 3 ) other regulatory charges . following is an analysis of the change in net revenue comparing 2016 to 2015 . amount ( in millions ) .

Table:
 | amount ( in millions )
2015 net revenue | $ 2408.8
retail electric price | 69.0
transmission equalization | -6.5 ( 6.5 )
volume/weather | -6.7 ( 6.7 )
louisiana act 55 financing savings obligation | -17.2 ( 17.2 )
other | -9.0 ( 9.0 )
2016 net revenue | $ 2438.4
the retail electric price variance is primarily due to an increase in formula rate plan revenues , implemented with the first billing cycle of march 2016 , to collect the estimated first-year revenue requirement related to the purchase of power blocks 3 and 4 of the union power station .
see note 2 to the financial statements for further discussion .
the transmission equalization variance is primarily due to changes in transmission investments , including entergy louisiana 2019s exit from the system agreement in august 2016 .
the volume/weather variance is primarily due to the effect of less favorable weather on residential sales , partially offset by an increase in industrial usage and an increase in volume during the unbilled period .
the increase .

Question: what portion of the change in net income during 2016 was related the irs audit?
Answer: 77.6%
Calculation: divide(136.1, 175.4)
The long-term portion of the Company’s unrecognized tax benefits at March 31, 2019 and 2018 was $622,000 and $619,000, respectively, of which the timing of the resolution is uncertain. As of March 31, 2019 and 2018, $2.5 million and $2.1 million, respectively, of unrecognized tax benefits had been recorded as a reduction to net deferred tax assets.
As of March 31, 2019, the Company’s net deferred tax assets of $6.7 million are subject to a valuation allowance of $6.7 million. It is possible, however, that some months or years may elapse before an uncertain position for which the Company has established a reserve is resolved. A reconciliation of unrecognized tax benefits is as follows:
The unrecognized tax benefit balance as of March 31, 2019 of $599,000 would affect the Company’s effective tax rate if recognized.
Table:
 |  | Year Ended March 31,  | 
 | 2019 | 2018 | 2017
 |  | (In thousands) | 
Unrecognized tax benefits, beginning of period | $2,735 | $2,714 | $2,055
Additions based on tax positions related to current year | 371 | 520 | 730
Additions based on tax positions related to prior years | 13 | — | —
2017 Tax Act and tax rate re-measurement   | — | (499) | —
Reductions based on tax positions related to prior years   | (17) | — | —
Lapses during the current year applicable to statutes of limitations   | — | — | (71)
Unrecognized tax benefits, end of period | $3,102 | $2,735 | $2,714


Question: In which year was Additions based on tax positions related to current year less than 600 thousands?
Answer: 2019, 2018
Calculation: locate and analyze Additions based on tax positions related to current year in row 5
Product Warranties
The following table summarizes accrued warranty activities for fiscal 2019, 2018 and 2017:
In some cases, we may offer customers the option to purchase extended warranties to ensure protection beyond the standard warranty period. In those circumstances, the warranty is considered a distinct service and we account for the extended warranty as a performance obligation and allocate a portion of the transaction price to that performance obligation. More frequently, customers do not purchase a warranty separately. In those situations, we account for the warranty as an assurance-type warranty, which provides customers with assurance that the product complies with agreed-upon specifications, and this does not represent a separate performance obligation. Such warranties are recorded separately as liabilities and presented within ‘‘accrued liabilities’’ and ‘‘other long-term liabilities’’ on our consolidated balance sheets (see Note 5. Balance Sheet Components).
Table:
 |  | Fiscal Year Ended | 
(In thousands) | December 29, 2019 | December 30, 2018 | December 31, 2017
Balance at the beginning of the period | $172,266 | $181,303 | $161,209
Accruals for warranties issued during the period | 27,717 | 31,628 | 29,689
Settlements and adjustments during the period | (61,538) | (40,665) | (9,595)
Balance at the end of the period | $138,445 | $172,266 | $181,303


Question: What does an assurance-type warranty provide?
Answer: Provides customers with assurance that the product complies with agreed-upon specifications
ITEM 6. SELECTED FINANCIAL DATA (Dollars in thousands, except per share data and unless otherwise indicated)
The Selected Consolidated Statements of Operations Data for the years ended December 31, 2019, 2018 and 2017 and the Selected Consolidated Balance Sheet Data as of December 31, 2019 and 2018 were derived from our Consolidated Financial Statements included in Item 8 of this Form 10-K. The Selected Consolidated Statements of Operations Data for the years ended December 31, 2016 and 2015 and the Selected Consolidated Balance Sheet Data as of December 31, 2017 and 2016 were derived from our audited Consolidated Financial Statements not included in this Form 10-K. Our historical results are not necessarily indicative of the results to be expected in the future. You should read the following financial information together with the information under Item 7 "Management's Discussion and Analysis of Financial Condition and Results of Operations" and the Consolidated Financial Statements and related notes included in Item 8.
GS Holdings and GSLLC are our predecessors for accounting purposes and, accordingly, amounts prior to the Reorganization Transactions and IPO represent the historical consolidated operations of either GS Holdings or GSLLC and its subsidiaries. The amounts as of December 31, 2019 and 2018 and during the period from May 24, 2018 through December 31, 2019 represent those of consolidated GreenSky, Inc. and its subsidiaries. Prior to the Reorganization Transactions and IPO, GreenSky, Inc. did not engage in any business or other activities except in connection with its formation and initial capitalization. See Note 1 to the Notes to Consolidated Financial Statements in Item 8 for further information on our organization.
Table:
 |  | December 31, |  | 
Selected Consolidated Balance Sheet Data: | 2019 | 2018 | 2017 | 2016
Cash and cash equivalents | $195,760 | $303,390 | $224,614 | $185,243
Restricted cash | 250,081 | 155,109 | 129,224 | 42,871
Loan receivables held for sale, net | 51,926 | 2,876 | 73,606 | 41,268
Deferred tax assets, net | 364,841 | 306,979 | — | —
Total assets | 951,048 | 802,905 | 462,889 | 302,205
Finance charge reversal liability | 206,035 | 138,589 | 94,148 | 68,064
Term loan | 384,497 | 386,822 | 338,263 | —
Tax receivable agreement liability | 311,670 | 260,901 | — | —
Total liabilities | 1,005,991 | 837,670 | 488,928 | 89,995
Total temporary equity | — | — | 430,348 | 335,720
Noncontrolling interest | (80,758) | (60,349) | — | —
Total permanent equity (deficit) | (54,943) | (34,765) | (456,387) | (123,510)
Total liabilities, temporary equity and permanent equity (deficit) | 951,048 | 802,905 | 462,889 | 302,205


Question: Which years does the table provide information for the company's Selected Consolidated Balance Sheet Data?
Answer: 2019, 2018, 2017, 2016
DERIVATIVE LIABILITIES
In connection with the issuance of Series A-1 Preferred Stock in June 2017, the Company issued a warrant with variable consideration through September 2018. The Company determined that this instrument is an embedded derivative pursuant to ASC 815, “Derivatives and Hedging.” The accounting treatment of derivative financial instruments requires that the Company record the warrant, at its fair value as of the inception date of the agreement and at fair value as of each subsequent balance sheet date through the expiration of the variable consideration. Any change in fair value is recorded as a change in the fair value of derivative liabilities for each reporting period at each balance sheet date. The Company reassesses the classification at each balance sheet date. If the classification changes as a result of events during the period, the contract is reclassified as of the date of the event that caused the reclassification. On September 19, 2018, upon expiration of the variable consideration, the warrant liability of $4.5 million was reclassified to equity.
The Monte Carlo Valuation model is used to estimate the fair value of the warrant. The model was developed for use in estimating the fair value of traded options or warrants. The expected volatility is estimated based on the most recent historical period of time equal to the weighted average life of the instrument granted.
The risk-free interest rate used is the United States Treasury rate for the day of the grant having a term equal to the life of the equity instrument. The volatility is a measure of the amount by which the Company’s share price has fluctuated or is expected to fluctuate. The dividend yield is zero as the Company has not made any dividend payment and has no plans to pay dividends in the foreseeable future. The Company determines the expected term of its warrant awards by using the contractual term.
The principal assumptions used in applying the model were as follows:
Table:
 | Upon 2018 Expiration | December 31, 2017
Assumptions: |  | 
Risk-free interest rate | 2.3% - 2.5% | 1.5% - 2.0%
Expected life | 1.8 - 2.2 Years | 2.5 - 3 Years
Expected volatility | 65% - 70% | 50% - 60%
Dividends | 0% | 0%


Question: What is the expected life upon 2018 expiration?
Answer: 1.8 - 2.2 Years
Results of Operations
The following table is a summary of our consolidated statements of operations for the specified periods and results of operations as a percentage of revenues for those periods. The period-to-period comparisons of results are not necessarily indicative of results for future periods. Percentage of revenues figures are rounded and therefore may not subtotal exactly.
A discussion regarding our consolidated statements of operations and results of operations as a percentage of revenue for 2019 compared to 2018 is presented below. A discussion regarding our financial condition and results of operations for 2018 compared to 2017 can be found under Item 7 in our Annual Report on Form 10-K for the fiscal year ended December 31, 2018, filed with the SEC on March 14, 2019, which is available free of charge on the SEC’s website at www.sec.go.
(1)  Stock-based compensation expense included in the consolidated statements of operations data above was as follows:
(2)  Amortization of intangible assets included in the consolidated statements of operations data above was as follows:
(3) Restructuring-related expenses included in the consolidated statements of operations data above was as follows:
Table:
 |  | Year Ended December 31, |  | 
 | 2019 |  | 2018 | 
 | Amount | % of Revenue | Amount | % of Revenue
 |  | (dollars in thousands) |  | 
Revenues, net | $49,036 | 100% | $58,631 | 100%
Cost of revenues (1) (2) (3) | 22,843 | 47 | 27,154 | 46
Gross profit | 26,193 | 53 | 31,477 | 54
Operating expenses: |  |  |  | 
Sales and marketing (1) (2) (3) | 15,836 | 32 | 23,425 | 40
Research and development (1) (2) (3) | 17,845 | 36 | 22,450 | 38
General and administrative (1) (2) (3) | 10,466 | 21 | 13,113 | 22
Impairment of goodwill | 1,910 | 4 | 14,740 | 26
Total operating expenses | 46,037 | 94 | 73,728 | 126
Loss from operations | (19,844) | (40) | (42,251) | (72)
Gain on divestiture | 5,064 | 10 | - | -
Other income, net | 2,252 | 5 | 1,593 | 3
Loss before (benefit from) provision for income taxes | (12,528) | (26) | (40,658) | (69)
(Benefit from) provision for income taxes | (120) | - | 586 | 1
Net loss | $(12,408) | (25)% | $(41,244) | (70)%


Question: What are the company's respective gross profit from operations in 2018 and 2019?
Answer: 31,477, 26,193
The following table summarizes net revenues by significant product and services categories:
Endpoint and information protection products include endpoint security, advanced threat protection, and information protection solutions and their related support services. Network and web security products include network security, web security, and cloud security solutions and their related support services. WSS and PKI products consist of the solutions we divested on October 31, 2017. Other products and services primarily consist of email security products, managed security services, consulting, and other professional services.
Consumer security products include Norton security, Norton Secure VPN, and other consumer security solutions. Identity and information protection products include LifeLock identity theft protection and other information protection solutions.
Products and service revenue information
Table:
 |  | Year Ended | 
(in millions) | March 29, 2019 | March 30, 2018 | March 31, 2017
Enterprise Security: |  |  | 
Endpoint and information protection | $1,027 | $983 | $947
Network and web security | 748 | 782 | 451
WSS and PKI | - | 238 | 422
Other products and services | 548 | 551 | 535
Total Enterprise Security | $2,323 | $2,554 | $2,355
Consumer Cyber Safety: |  |  | 
Consumer security | $1,471 | $1,504 | $1,527
Identity and information protection | 937 | 776 | 137
Total Consumer Cyber Safety | 2,408 | 2,280 | 1,664
Total net revenues | $4,731 | $4,834 | $4,019


Question: What does Consumer security products include?
Answer: Norton security, Norton Secure VPN, and other consumer security solutions
annual report on form 10-k 108 fifth third bancorp part ii item 5 . market for registrant 2019s common equity , related stockholder matters and issuer purchases of equity securities the information required by this item is included in the corporate information found on the inside of the back cover and in the discussion of dividend limitations that the subsidiaries can pay to the bancorp discussed in note 26 of the notes to the consolidated financial statements . additionally , as of december 31 , 2008 , the bancorp had approximately 60025 shareholders of record . issuer purchases of equity securities period shares purchased average paid per shares purchased as part of publicly announced plans or programs maximum shares that may be purchased under the plans or programs .

Table:
period | sharespurchased ( a ) | averagepricepaid pershare | sharespurchasedas part ofpubliclyannouncedplans orprograms | maximumshares thatmay bepurchasedunder theplans orprograms
october 2008 | 25394 | $ - | - | 19201518
november 2008 | 7526 | - | - | 19201518
december 2008 | 40 | - | - | 19201518
total | 32960 | $ - | - | 19201518
( a ) the bancorp repurchased 25394 , 7526 and 40 shares during october , november and december of 2008 in connection with various employee compensation plans of the bancorp .
these purchases are not included against the maximum number of shares that may yet be purchased under the board of directors authorization. .

Question: what portion of the total purchased shares presented in the table was purchased during november 2008?
Answer: 22.8%
Calculation: divide(7526, 32960)
Year Ended December 31, 2019 Compared to Year Ended December 31, 2018
Operating revenues. Operating revenues decreased by 2.0% from NT$151,253 million in 2018 to NT$148,202 million (US$4,955 million) in
2019, primarily due to decreased other operating revenues, decreased foundry wafer sale, and 2.5% depreciation of the NTD in 2019 from 2018. The decreased foundry wafer sale came from a decline of 2.9% in average selling price from 2018 to 2019, partially offset by a 1.1% increase in foundry wafer shipment from 7,108 thousand 8-inch equivalent wafers in 2018 to 7,189 thousand 8-inch equivalent wafers in 2019.
Operating costs. Operating costs decreased by 1.2% from NT$128,413 million in 2018 to NT$126,887 million (US$4,242 million) in 2019, primarily due to the decreased depreciation expense and other operating costs, which was partially offset by the increased direct material costs.
Gross profit and gross margin. Gross profit decreased from NT$22,840 million in 2018 to NT$21,315 million (US$713 million) in 2019. Our gross margin decreased from 15.1% in 2018 to 14.4% in 2019, primarily due to an annual decline of 2.9% in average selling price.
Table:
 |  | Years Ended December 31, | 
 | 2017 | 2018 | 2019
 | % | % | %
Operating revenues | 100.0 | 100.0 | 100.0
Operating costs | (81.9) | (84.9) | (85.6)
Gross profit | 18.1 | 15.1 | 14.4
Operating expenses |  |  | 
Sales and marketing | (2.8) | (2.6) | (2.6)
General and administrative | (2.8) | (3.2) | (3.6)
Research and development | (9.2) | (8.6) | (8.0)
Expected credit losses | — | (0.3) | (0.4)
Subtotal | (14.8) | (14.7) | (14.6)
Net other operating income and expenses | 1.1 | 3.4 | 3.5
Operating income | 4.4 | 3.8 | 3.3
Non-operating income and expenses | 0.7 | (2.4) | (0.1)
Income from continuing operations before income tax | 5.1 | 1.4 | 3.2
Income tax benefit (expense) | (0.6) | 0.7 | (0.1)
Net income | 4.5 | 2.1 | 3.1
Total other comprehensive income (loss), net of tax | (3.2) | 0.6 | 1.9
Total comprehensive income | 1.3 | 2.7 | 5.0
Net income attributable to: |  |  | 
Stockholders of the parent | 6.5 | 5.1 | 5.5
Non-controlling interests | (2.0) | (3.0) | (2.4)
Total comprehensive income attributable to: |  |  | 
Stockholders of the parent | 3.3 | 5.7 | 7.4
Non-controlling interests | (2.0) | (3.0) | (2.4)


Question: Why did the Operating costs decreased from 2018 to 2019?
Answer: primarily due to the decreased depreciation expense and other operating costs, which was partially offset by the increased direct material costs.
13. Stock-Based Compensation:
Under the 2014 RSU Plan, we may grant restricted stock units of up to an aggregate of 3,000 units. Each unit converts to one share of the Company’s stock at the
time of vesting. The fair value of RSU awards is determined at the closing market price of the Company’s common stock at the date of grant. For the years ended March
31, 2018 and 2019, there were 292 and 315 awards, respectively, granted from this plan. Restricted stock activity during the year ended 2019 is as follows:
Performance-based awards vest one year after the grant date. Service-based awards vest as to one-third annually with the requisite service periods beginning on
the grant date. Awards are amortized over their respective grade-vesting periods. The total unrecognized compensation costs related to unvested stock awards expected
to be recognized over the vesting period, approximately three years, was $1,476 at March 31, 2019.
We have four fixed stock option plans. Under the 2004 Stock Option Plan, as amended, we may grant options to employees for the purchase of up to an aggregate
of 10,000 shares of common stock. Under the 2004 Non-Employee Directors’ Stock Option Plan, as amended, we may grant options for the purchase of up to an
aggregate of 1,000 shares of common stock. No awards were made under these two plans after August 1, 2013. Under the 2014 Stock Option Plan, we can grant options
to employees for the purchase of up to an aggregate of 10,000 shares of common stock. Under the 2014 Non-Employee Directors’ Stock Option Plan, as amended, we can
grant options to our directors for the purchase of up to an aggregate of 1,000 shares of common stock. Under all plans, the exercise price of each option shall not be less
than the market price of our stock on the date of grant and an option’s maximum term is 10 years. Options granted under the 2004 Stock Option Plan and the 2014 Stock
Option Plan vest as to 25% annually and options granted under the 2004 Non-Employee Directors’ Stock Option Plan and the 2014 Non-Employee Director’s Stock
Option Plan vest as to one-third annually. Requisite service periods related to all plans begin on the grant date. As of March 31, 2019, there were 12,447 shares of
common stock available for future issuance under all of the plans, consisting of options available to be granted and options currently outstanding.
Table:
 | March 31, 2019 | 
 | Number of shares | Weighted-Average Grant Date Fair Value per Share
Non-vested at March 31, 2018 | 358 | $16.27
Granted | 315 | 15.28
Vested | (172) | 16.27
Cancelled and forfeited | (68) | 16.27
Non-vested at March 31, 2019 | 433 | $15.55


Question: What is the number of nonvested shares at March 31, 2018 and 2019 respectively?
Answer: 358, 433
Disaggregation of Total Net Sales: We disaggregate our sales from contracts with customers by end customer, contract type, deliverable type and revenue recognition method for each of our segments, as we believe these factors affect the nature, amount, timing, and uncertainty of our revenue and cash flows.
Sales by Geographic Region (in millions):
Table:
 |  | Years Ended September 30, | 
 | 2019 | 2018 | 2017
United States | $  956.6 | $  627.8 | $  522.8
United Kingdom | 218.2 | 240.7 | 219.4
Australia | 163.5 | 166.7 | 175.6
Far East/Middle East | 74.0 | 86.4 | 112.7
Other | 84.2 | 81.3 | 77.2
Total sales | $1,496.5 | $1,202.9 | $1,107.7


Question: What are the different geographic regions in the table?
Answer: United States, United Kingdom, Australia, Far East/Middle East, Other