hellotayssir/FinQA_TAT-QA_financial_finetuning_dataset huggingface dataset:
Note 16: Quarterly Results of Operations (Unaudited)
The following table sets forth certain quarterly information for fiscal years 2019 and 2018. This information, in the opinion of the Company’s management, reflects all adjustments (consisting only of normal recurring adjustments) necessary to present fairly this information when read in conjunction with the Consolidated Financial Statements and notes thereto included elsewhere herein (amounts in thousands except per share data):
(1) Operating income (loss) as a percentage of net sales fluctuates from quarter to quarter due to a number of factors, including net sales fluctuations, foreign currency exchange, restructuring charges, product mix, the timing and expense of moving product lines to lower-cost locations, the write-down of long lived assets, the net gain/loss on sales and disposals of assets and the relative mix of sales among distributors, original equipment manufacturers, and electronic manufacturing service providers.
Table:
Fiscal Year 2019 Quarters Ended |  |  |  | 
 | Jun-30 | Sep-30 | Dec-31 | Mar-31
Net sales | $327,616 | $349,233 | $350,175 | $355,794
Gross margin | 94,821 | 113,565 | 123,750 | 126,406
Operating income (1) | 35,176 | 50,000 | 61,616 | 54,057
Net income | $35,220 | $37,141 | $40,806 | $93,420
Net income per basic share | $0.61 | $0.64 | $0.70 | $1.60
Net income per diluted share | $0.60 | $0.63 | $0.69 | $1.58


Question: What was the operating income for the Mar-31 quarter?
Answer: 54,057
V. INDEBTEDNESS
Indebtedness of the Company including interest outstanding/accrued but not due for payment
Notes:
1. Secured loans excluding deposits of `39 crore as at March 31, 2019, represents obligations under finance lease including current portion of obligations.
2. Opening balance as at April 1, 2018, of unsecured loans represent bank overdraft of `181 crore.
3. Deposits represent amounts received from lessee for the premises given on sub-lease and from vendors for contracts to be executed.
Table:
 | Secured loans excluding deposits | Unsecured loans | Deposits | Total Indebtedness
 | Note 1 | Note 2 | Note 3 | 
Indebtedness at the beginning of the financial year |  |  |  | 
i) Principal Amount | 44 | 181 | 3 | 228
ii) Interest due but not paid | - | - | - | -
iii) Interest accrued but not due | - | - | - | -
Total (i+ii+iii) | 44 | 181 | 3 | 228
Change in Indebtedness during the financial year |  |  |  | 
• Addition | - | - | 1 | 1
• Reduction | (5) | (181) | - | (186)
Net change | (5) | (181) | 1 | (185)
Indebtedness  at the end  of the financial year |  |  |  | 
i) Principal amount | 39 | - | 4 | 43
ii) Interest due but not paid | - | - | - | -
iii) Interest accrued but not due | - | - | - | -
Total (i+ii+iii) | 39 | - | 4 | 43


Question: What was the value of deposits as at March 31, 2019?
Answer: `39 crore
(5) Earnings Per Share
Basic earnings per share is computed by dividing Net earnings attributable to Black Knight by the weighted-average number of shares of common stock outstanding during the period.
For the periods presented, potentially dilutive securities include unvested restricted stock awards and the shares of BKFS Class B common stock prior to the Distribution. For the year ended December 31, 2017, the numerator in the diluted net earnings per share calculation is adjusted to reflect our income tax expense at an expected effective tax rate assuming the conversion of the shares of BKFS Class B common stock into shares of BKFS Class A common stock on a one-for-one basis prior to the Distribution. The effective tax rate for the year ended December 31, 2017 was (16.7)%, including the effect of the benefit related to the revaluation of our net deferred income tax liability and certain other discrete items recorded during 2017. For the year ended December 31, 2017, the denominator includes approximately 63.1 million shares of BKFS Class B common stock outstanding prior to the Distribution. The denominator also includes the dilutive effect of approximately 0.9 million, 0.6 million and 0.6 million shares of unvested restricted shares of common stock for the years ended December 31, 2019, 2018 and 2017, respectively.
The shares of BKFS Class B common stock did not share in the earnings or losses of Black Knight and were, therefore, not participating securities. Accordingly, basic and diluted net earnings per share of BKFS Class B common stock have not been presented.
The computation of basic and diluted earnings per share is as follows (in millions, except per share amounts):
Table:
 |  | Year ended December 31, | 
 | 2019 | 2018 | 2017
Basic: |  |  | 
Net earnings attributable to Black Knight | $108.8 | $168.5 | $182.3
Shares used for basic net earnings per share: |  |  | 
Weighted average shares of common stock outstanding | 147.7 | 147.6 | 88.7
Basic net earnings per share | $0.74 | $1.14 | $2.06
Diluted: |  |  | 
Earnings before income taxes and equity in losses of unconsolidated affiliates |  |  | $192.4
Income tax benefit excluding the effect of noncontrolling interests |  |  | (32.2)
Net earnings |  |  | $224.6
Net earnings attributable to Black Knight | $108.8 | $168.5 | 
Shares used for diluted net earnings per share: |  |  | 
Weighted average shares of common stock outstanding | 147.7 | 147.6 | 88.7
Dilutive effect of unvested restricted shares of common |  |  | 
stock | 0.9 | 0.6 | 0.6
Weighted average shares of BKFS Class B common stock outstanding | — | — | 63.1
Weighted average shares of common stock, diluted | 148.6 | 148.2 | 152.4
Diluted net earnings per share | $0.73 | $1.14 | $1.47


Question: What was the change in the basic net earnings attributable to Black Knight between 2017 and 2018?
Answer: -13.8
Calculation: 168.5-182.3
Pro Forma Results
The following table summarizes, on a pro forma basis, the combined results of operations of the Company and TOKIN as though the acquisition and the Sale of EMD had occurred as of April 1, 2016. The pro forma amounts presented are not necessarily indicative of either the actual consolidated results had the acquisition occurred as of April 1, 2016, or of future consolidated operating results (amounts in thousands, except per share data):
(1) The net income for the fiscal year ended March 31, 2018 excludes the following: 34% of the gain on sale of the EMD business of $75.2 million, the gain related to the fair value of KEMET’s previous 34% interest in TOKIN of $68.7 million, and the bargain gain on the acquisition of TOKIN of $62.2 million.
(2) The net income for the fiscal year ended March 31, 2017 includes the following: 34% of the gain on sale of the EMD business of $123.4 million (which includes the release of a valuation allowance that was recorded in the fourth quarter of fiscal year 2017 and the use of the deferred tax asset which was recorded in the first quarter of fiscal year 2018), the gain related to the fair value of KEMET’s previous 34% interest in TOKIN of $66.7 million, and the bargain gain on the acquisition of TOKIN of $60.3 million.
(3) Fiscal years ended March 31, 2018 and 2017 adjusted due to the adoption of ASC 606.
Table:
 | Fiscal Years Ended March 31, | 
 | 2018 (1) | 2017 (2)
Pro forma revenues (3) | $1,217,655 | $1,060,777
Pro forma net income from continuing operations available to common stockholders (3) | 51,975 | 226,086
Pro forma earnings per common share - basic (3) | 0.98 | 4.86
Pro forma earnings per common share - diluted (3) | 0.89 | 4.08
Pro forma common shares - basic | 52,798 | 46,552
Pro forma common shares - diluted | 58,640 | 55,389


Question: What was the change in Pro forma revenues between 2017 and 2018?
Answer: 156878
Calculation: 1,217,655-1,060,777
Export sales from the U.S. during the years ended December 31, 2019, 2018 and 2017 were $531.8, $578.0 and $512.5, respectively. In the year ended December 31, 2019, these exports were shipped primarily to Asia (33%), Europe (24%), Canada (18%), Middle East (13%) and other (12%).
Sales to customers outside the U.S. accounted for a significant portion of Roper’s revenues. Sales are attributed to geographic areas based upon the location where the product is ultimately shipped. Roper’s net revenues for the years ended December 31, 2019, 2018 and 2017 are shown below by region, except for Canada, which is presented separately as it is the only country in which Roper has had greater than 4% of total revenues for any of the three years presented:
Table:
 | Application Software | Network Software & Systems | Measurement & Analytical MeasurementSolutions | Process Technologies | Total
2019 |  |  |  |  | 
Canada | $   41.0 | $   71.1 | $   81.4 | $   28.9 | $ 222.4
Europe | 188.8 | 36.7 | 307.2 | 113.8 | 646.5
Asia | 3.5 | 18.8 | 185.0 | 108.0 | 315.3
Middle East | 8.6 | 37.5 | 13.1 | 44.4 | 103.6
Rest of the world | 25.8 | 9.5 | 45.3 | 55.2 | 135.8
Total | $ 267.7 | $ 173.6 | $ 632.0 | $ 350.3 | $ 1,423.6
2018 |  |  |  |  | 
Canada | $   38.5 | $   58.5 | $   79.3 | $   35.0 | $    211.3
Europe | 188.6 | 12.2 | 361.7 | 117.5 | 680.0
Asia | 3.2 | 11.0 | 220.3 | 115.4 | 349.9
Middle East | 4.7 | 48.6 | 14.4 | 34.4 | 102.1
Rest of the world | 29.5 | 7.8 | 42.5 | 55.0 | 134.8
Total | $  264.5 | $  138.1 | $  718.2 | $  357.3 | $  1,478.1
2017 |  |  |  |  | 
Canada | $   26.6 | $   52.9 | $   72.9 | $   34.7 | $    187.1
Europe | 176.5 | 11.0 | 310.6 | 98.1 | 596.2
Asia | 2.4 | 7.3 | 205.9 | 109.8 | 325.4
Middle East | 4.8 | 58.8 | 13.4 | 35.5 | 112.5
Rest of the world | 23.2 | 6.1 | 42.0 | 48.7 | 120.0
Total | $  233.5 | $  136.1 | $  644.8 | $  326.8 | $  1,341.2


Question: What is the total net revenue from the rest of the world in 2017?
Answer: 120.0
Cost of revenues. Cost of revenues increased by 23% year-on-year to RMB209.8 billion. The increase primarily reflected greater content costs, costs of FinTech services and channel costs. As a percentage of revenues, cost of revenues increased to 56% for the year ended 31 December 2019 from 55% for the year ended 31 December 2018. The following table sets forth our cost of revenues by line of business for the years ended 31 December 2019 and 2018:
Cost of revenues for VAS increased by 27% year-on-year to RMB94,086 million. The increase was mainly due to greater content costs for services and products such as live broadcast services, online games and video streaming subscriptions, as well as channel costs for smart phone games.
Cost of revenues for FinTech and Business Services increased by 35% year-on-year to RMB73,831 million. The increase primarily reflected greater costs of payment-related and cloud services due to the enhanced scale of our payment and cloud activities.
Cost of revenues for Online Advertising decreased by 6% year-on-year to RMB34,860 million. The decrease was mainly driven by lower content costs for our advertising-funded long form video service resulting from fewer content releases and improved cost efficiency, partly offset by other cost items.
Table:
 | Year ended 31 December |  |  | 
 | 2019 |  | 2018 | 
 |  | % of |  | % of
 |  | segment |  | segment
 | Amount | revenues | Amount | revenues
 |  |  | (Restated) | (Restated)
 | (RMB in millions, unless specified) |  |  | 
VAS | 94,086 | 47% | 73,961 | 42%
FinTech and Business Services | 73,831 | 73% | 54,598 | 75%
Online Advertising | 34,860 | 51% | 37,273 | 64%
Others | 6,979 | 92% | 4,742 | 98%
Total cost of revenues | 209,756 |  | 170,574 | 


Question: What was the year-on-year change in cost of revenues for FinTech and Business Services?
Answer: 35%
4. Profit before tax
The following items have been charged in arriving at profit before tax:
Table:
 |  | 2019 | 2018
 | Notes | $ million | $ million
Employee benefit costs | 8 | 220.5 | 208.9
Costs of inventories recognised as an expense |  | 81.6 | 79.8
Write-down of inventories to net realisable value | 19 | 1.6 | 0.1
Amortisation of intangible assets | 13 | 2.1 | 4.3
Depreciation of property, plant and equipment | 14 | 14.7 | 16.5
Depreciation of right-of-use assets | 15 | 7.5 | –
Amortisation of assets recognised from costs to obtain a contract | 21 | 0.5 | 0.6
Operating leases – minimum lease payments |  | – | 8.5
Expenses relating to short-term leases and leases of low-value assets | 26 | 0.3 | –
Product development costs |  | 96.5 | 96.9
Net foreign exchange loss |  | 0.6 | 0.6


Question: What was the amount of employee benefit costs in 2019?
Answer: 220.5
Net Cash Provided By Operating Activities and Free Cash Flow
The following table presents a reconciliation of net cash provided by operating activities to free cash flow (in thousands, except for percentages):
Net cash provided by operating activities for the twelve months ended December 31, 2019 was $115.5 million as compared to $90.3 million during the same period in 2018. The increase was primarily due to improved profitability, improved collections, and other working capital changes in 2019 when compared to the same period in 2018.
Free cash flow for the twelve months ended December 31, 2019 was $72.8 million, resulting in a free cash flow margin of 12.6%, as compared to free cash flow of $49.8 million and a free cash flow margin of 9.3% for the same period in 2018. The increase was primarily due to both improved profitability and collections, and is partially offset by cash paid for interest on our convertible notes of $17.4 million in the twelve months ended December 31, 2019. Refer to the section titled “Liquidity and Capital Resources” for additional information on the convertible notes.
Table:
 |  | Year Ended December 31, | 
 | 2019 | 2018 | 2017
Reconciliation of free cash flow: |  |  | 
Net cash provided by operating activities | $115,549 | $90,253 | $67,510
Capital expenditures | (18,034) | (14,895) | (7,100)
Capitalized software costs | (24,668) | (25,515) | (20,571)
Free cash flow | $72,847 | $49,843 | $39,839
Free cash flow margin | 12.6% | 9.3% | 8.3%


Question: What was the net cash provided by operating activities in 2017?
Answer: $67,510
changes in our performance retention awards during 2009 were as follows : shares ( thous. ) weighted-average grant-date fair value .

Table:
 | shares ( thous. ) | weighted-averagegrant-date fair value
nonvested at january 1 2009 | 873 | $ 50.70
granted | 449 | 47.28
vested | -240 ( 240 ) | 43.23
forfeited | -22 ( 22 ) | 53.86
nonvested at december 31 2009 | 1060 | $ 50.88
at december 31 , 2009 , there was $ 22 million of total unrecognized compensation expense related to nonvested performance retention awards , which is expected to be recognized over a weighted-average period of 1.3 years .
a portion of this expense is subject to achievement of the roic levels established for the performance stock unit grants .
5 .
retirement plans pension and other postretirement benefits pension plans 2013 we provide defined benefit retirement income to eligible non-union employees through qualified and non-qualified ( supplemental ) pension plans .
qualified and non-qualified pension benefits are based on years of service and the highest compensation during the latest years of employment , with specific reductions made for early retirements .
other postretirement benefits ( opeb ) 2013 we provide defined contribution medical and life insurance benefits for eligible retirees .
these benefits are funded as medical claims and life insurance premiums are plan amendment effective january 1 , 2010 , medicare-eligible retirees who are enrolled in the union pacific retiree medical program will receive a contribution to a health reimbursement account , which can be used to pay eligible out-of-pocket medical expenses .
the impact of the plan amendment is reflected in the projected benefit obligation ( pbo ) at december 31 , 2009 .
funded status we are required by gaap to separately recognize the overfunded or underfunded status of our pension and opeb plans as an asset or liability .
the funded status represents the difference between the pbo and the fair value of the plan assets .
the pbo is the present value of benefits earned to date by plan participants , including the effect of assumed future salary increases .
the pbo of the opeb plan is equal to the accumulated benefit obligation , as the present value of the opeb liabilities is not affected by salary increases .
plan assets are measured at fair value .
we use a december 31 measurement date for plan assets and obligations for all our retirement plans. .

Question: what is the annual compensation expense for the remaining unvested performance retention awards?
Answer: 1692307
Calculation: multiply(22, const_1000000), divide(#0, 1.3)
Cloud & Cognitive Software revenue increased in 2018 compared to the prior year with growth in all three lines of business, as reported and adjusted for currency. Within Cognitive Applications, the increase was driven by strong double-digit growth in security services, while growth in Cloud & Data Platforms was led by analytics platforms and integration offerings. Transaction Processing Platforms grew with improved revenue performance sequentially in the fourth-quarter 2018 versus the third-quarter 2018 reflecting clients’ commitment to the company’s platform for the long term and the value it provides in managing mission-critical workloads. Within Cloud & Cognitive Software, cloud revenue of $3.0 billion grew 10 percent as reported and adjusted for currency compared to the prior year.
* Recast to reflect segment changes.
Gross margin in Cloud & Cognitive Software was impacted by an increased mix toward SaaS, a mix toward security services and increased royalty costs associated with IP licensing agreements compared to the prior year. Pre-tax income improvement year to year was primarily driven by operational efficiencies and mix.
Table:
($ in millions) |  |  | 
For the year ended December 31: | 2018* | 2017* | Yr.-to-Yr. Percent/ Margin Change
Cloud & Cognitive Software |  |  | 
External gross profit | $17,224 | $16,986 | 1.4%
External gross profit margin | 77.6% | 78.1% | (0.5)pts.
Pre-tax income | $8,882 | $8,068 | 10.1%
Pre-tax margin | 35.0% | 32.4% | 2.6pts.


Question: What is the increase / (decrease) in the Pre-tax margin from 2017 to 2018?
Answer: 2.6
Calculation: 35.0% - 32.4%
A reconciliation of the beginning and ending amount of unrecognized tax benefits is as follows for the years ended December 31,
2019, 2018 and 2017 (in thousands):
Our unrecognized tax benefits totaled $11.2 million and $7.1 million as of December 31, 2019 and 2018, respectively. Included in these amounts are unrecognized tax benefits totaling $10.2 million and $5.4 million as of December 31, 2019 and 2018, respectively, which, if recognized, would affect the effective tax rate.
these amounts are unrecognized tax benefits totaling $10.2 million and $5.4 million as of December 31, 2019 and 2018, respectively,
which, if recognized, would affect the effective tax rate.
We recognize potential accrued interest and penalties related to unrecognized tax benefits within our global operations in income tax expense. For the years ended December 31, 2019, 2018 and 2017, the Company recognized the following income tax expense: $0.5 million, $0.5 million, and $0.3 million, respectively, for the potential payment of interest and penalties. Accrued interest and penalties were $1.7 million and $2.1 million for the years ended December 31, 2019 and 2018. We conduct business globally and, as a result, files income tax returns in the United State federal jurisdiction and in many state and foreign jurisdictions. We are generally no longer subject to U.S. federal, state, and local, or non-US income tax examinations for the years before 2012. Due to the expiration of statutes of limitations in multiple jurisdictions globally during 2020, the Company anticipates it is reasonably possible that unrecognized tax benefits may decrease by $3.1 million.
Table:
 | December 31, |  | 
 | 2019 | 2018 | 2017
Unrecognized tax benefits at January 1,    | (7,113 )    | (7,419 )    | (6,938 ) 
Gross amount of increases in unrecognized tax benefits as a
result of tax positions taken during a prior period | (2,428 )      | (873 )      | (789 ) 
Gross amount of decreases in unrecognized tax benefits as a Gross amount of decreases in unrecognized tax benefits as a result of tax positions taken during a prior period | 445 | 233 | 145
Gross amount of increases in unrecognized tax benefits as a
result of tax positions taken during the current period | (2,489 )      | (78 )      | -
Reductions to unrecognized tax benefits relating to settlements with taxing authorities | - | 349 | -
Reductions to unrecognized tax benefits as a result of a lapse of the applicable statute of limitations | 346 | 675 | 163
Unrecognized tax benefits at December 31,    | (11,239 )    | (7,113 )    | (7,419 ) 


Question: What is the recognised income tax expense in 2017?
Answer: 0.3
Revenues
Revenues for our reportable segments were as follows:
The increase in Semiconductor Test revenues of $60.2 million, or 4%, from 2018 to 2019 was driven primarily by an increase in semiconductor tester sales for 5G infrastructure and image sensors and higher service revenue, partially offset by a decrease in sales in the automotive and analog test segments.
The increase in Industrial Automation revenues of $36.6 million, or 14%, from 2018 to 2019 was primarily due to higher demand for collaborative robots. The MiR acquisition was completed in April 2018.
The increase in System Test revenues of $71.4 million, or 33%, from 2018 to 2019 was primarily due to higher sales in Storage Test of 3.5” hard disk drive testers, higher sales in Defense/Aerospace test instrumentation and systems, and higher sales in Production Board Test from higher 5G demand.
The increase in Wireless Test revenues of $25.3 million, or 19%, from 2018 to 2019 was primarily due to higher demand for millimeter wave and cellular test products driven by new wireless standards and 5G, partially offset by lower sales in connectivity test products and services.
Table:
 | 2019 | 2018 | 2018-2019 Dollar Change
 |  | (in millions) | 
Semiconductor Test | $1,552.6 | $1,492.4 | $60.2
Industrial Automation | 298.1 | 261.5 | 36.6
System Test | 287.5 | 216.1 | 71.4
Wireless Test | 157.3 | 132.0 | 25.3
Corporate and Other | (0.5) | (1.2) | 0.7
 | $2,295.0 | $2,100.8 | $194.2


Question: What was the average total revenue in 2018 and 2019?
Answer: 2197.9
Calculation: (2,295.0+2,100.8)/2