hellotayssir/FinQA_TAT-QA_financial_finetuning_dataset huggingface dataset:
Share-based Compensation Our Board of Directors may grant share-based awards from our shareholder approved Amended and Restated Consolidated Communications Holdings, Inc. 2005 Long-Term Incentive Plan (the “Plan”). The Plan permits the issuance of awards in the form of stock options, stock appreciation rights, stock grants, stock unit grants and other equity-based awards to eligible directors and employees at the discretion of the Compensation Committee of the Board of Directors.
On April 30, 2018, the shareholders approved an amendment to the Plan to increase by 2,000,000 the number of shares of our common stock authorized for issuance under the Plan and extend the term of the Plan through April 30, 2028.
With the amendment, approximately 4,650,000 shares of our common stock are authorized for issuance under the Plan, provided that no more than 300,000 shares may be granted in the form of stock options or stock appreciation rights to any eligible employee or director in any calendar year. Unless terminated sooner, the Plan will continue in effect until April 30, 2028.
We measure the fair value of RSAs based on the market price of the underlying common stock on the date of grant. We recognize the expense associated with RSAs on a straight-line basis over the requisite service period, which generally ranges from immediate vesting to a four year vesting period.
We implemented an ongoing performance-based incentive program under the Plan. The performance-based incentive program provides for annual grants of PSAs. PSAs are restricted stock that are issued, to the extent earned, at the end of each performance cycle.
Under the performance-based incentive program, each participant is given a target award expressed as a number of shares, with a payout opportunity ranging from 0% to 120% of the target, depending on performance relative to predetermined goals. An estimate of the number of PSAs that are expected to vest is made, and the fair value of the PSAs is expensed utilizing the fair value on the date of grant over the requisite service period.
The following table summarizes grants of RSAs and PSAs under the Plan during the years ended December 31, 2019, 2018 and 2017:
Table:
 |  |  | Year Ended December 31, |  |  | 
 | 2019 | Grant Date Fair Value | 2018 | Grant Date Fair Value | 2017 | Grant Date Fair Value
RSAs Granted | 551,214 | $ 9.87 | 478,210 | $ 12.45 | 124,100 | $ 23.12
PSAs Granted | 371,672 | $ 12.45 | - | $ - | 36,982 | $ 23.27
Total | 922,886 |  | 478,210 |  | 161,082 | 


Question: What was the increase / (decrease) in the RSAs granted from 2018 to 2019?
Answer: 73004
Calculation: 551,214 - 478,210
Property, Plant and Equipment
Property, plant and equipment consists of the following (in millions):
Depreciation expense attributed to property, plant and equipment was $180.6 million, $123.7 million and $122.9 million for the fiscal years ending March 31, 2019, 2018 and 2017, respectively.
Table:
 | March 31, | 
 | 2019 | 2018
Land | $83.4 | $73.4
Building and building improvements | 647.6 | 508.5
Machinery and equipment | 2,095.5 | 1,943.9
Projects in process | 119.2 | 118.3
Total property, plant and equipment, gross | 2,945.7 | 2,644.1
Less accumulated depreciation and amortization | 1,949.0 | 1,876.2
Total property, plant and equipment, net | $996.7 | $767.9


Question: What was the change in Machinery and equipment between 2018 and 2019?
Answer: 151.6
Calculation: 2,095.5-1,943.9
compensation plan approved by security holders . the employee stock purchase plan and the 2005 director stock plan were approved by shareholders at our 2005 annual meeting of shareholders . in connection with our mergers with cbot holdings and nymex holdings , we assumed their existing equity plans . the shares relating to the cbot holdings and nymex holdings plans are listed in the table below as being made under an equity compensation plan approved by security holders based upon the fact that shareholders of the company approved the related merger transactions . plan category number of securities to be issued upon exercise of outstanding options ( a ) weighted-average exercise price of outstanding options ( b ) number of securities remaining available for future issuance under equity compensation plans ( excluding securities reflected in column ( a ) ) ( c ) equity compensation plans approved by security holders . . . . . . . . . . . . . . . . . . . 1211143 $ 308.10 5156223 equity compensation plans not approved by security holders . . . . . . . . . . . . . . . . 5978 22.00 2014 .

Table:
plan category | number of securities to be issued upon exercise of outstanding options ( a ) | weighted-average exercise price of outstanding options ( b ) | number of securities remaining available for future issuance underequity compensation plans ( excluding securities reflected in column ( a ) ) ( c )
equity compensation plans approved by security holders | 1211143 | $ 308.10 | 5156223
equity compensation plans not approved by security holders | 5978 | 22.00 | 2014
total | 1217121 |  | 5156223
item 13 .
certain relationships , related transactions and director independence the information required by this item is included in cme group 2019s proxy statement under the heading 201ccertain business relationships with related parties 201d and 201ccorporate governance 2014director independence 201d and is incorporated herein by reference , pursuant to general instruction g ( 3 ) .
item 14 .
principal accountant fees and services the information required by this item is included in cme group 2019s proxy statement under the heading 201caudit committee disclosures 2014principal accountant fees and services 201d and 201caudit committee disclosures 2014audit committee policy for approval of audit and permitted non-audit services 201d and is incorporated herein by reference , pursuant to general instruction g ( 3 ) . .

Question: what was the percent of the total number of securities to be issued upon exercise of outstanding options that was securities to be issued upon exercise of outstanding options
Answer: 99.5%
Calculation: divide(1211143, 1217121)
ACCOUNTING POLICY
We measure inventories, including wireless devices and merchandise for resale, at the lower of cost (determined on a weighted average cost basis for Wireless devices and accessories and a first-in, first-out basis for other finished goods and merchandise) and net realizable value. We reverse a previous writedown to net realizable value, not to exceed the original recognized cost, if the inventories later increase in value.
EXPLANATORY INFORMATION
Cost of equipment sales and merchandise for resale includes $2,496 million of inventory costs for 2019 (2018 – $2,515 million).
Table:
 | As at December 31 | As at December 31
(In millions of dollars) | 2019 | 2018
Wireless devices and accessories | 380 | 399
Other finished goods and merchandise | 80 | 67
Total inventories | 460 | 466


Question: What is the increase/ (decrease) in Other finished goods and merchandise from 2018 to 2019?
Answer: 13
Calculation: 80-67
Cash Flow
Cash flow provided by operating activities. Cash flows provided by operating activities were $7.2 million in fiscal 2019. The provision of cash was due primarily to our operating loss of $13.2 million adjusted for $22.4 million in non-cash expense including depreciation, amortization, and share based compensation and an increase of approximately $2 million in net operating assets and liabilities.
Cash flows provided by operating activities were $6.9 million in fiscal 2018. The provision of cash was due primarily to our operating loss of $12.1 million adjusted for $19.2 million in non-cash expense including depreciation, amortization, and share based compensation.
Cash flows provided by operating activities were $3.4 million in fiscal 2017. The provision of cash included $6.4 million in increased collections on accounts receivable.
Cash flow used in investing activities. Cash flows used in investing activities in fiscal 2019 were $5.5 million. This is primarily attributed to $2.2 million in development of proprietary software and $3.3 million for purchase of property and equipment, including internal use software.
Cash flows used in investing activities in fiscal 2018 were $15.1 million. This is primarily attributed to $8.9 million in development of proprietary software and $6.1 million for purchase of property and equipment, including internal use software.
Cash flows used in investing activities in fiscal 2017 were $13.9 million. This is primarily attributed to $11.9 million in development of proprietary software and $4.2 million for purchase of property and equipment, including internal use software offset by $2.2 million in proceeds from corporate owned life insurance policies.
Cash flow used in financing activities. Respectively, in fiscal 2019, 2018, and 2017, the $0.8 million, $1.3 million, and $0.8 million cash flows used in financing activities were primarily comprised of the repurchase of shares to satisfy employee tax withholding and to cover the exercise price of the options, and payments on capital lease obligations.
Table:
 |  | Year ended March 31, | 
(In thousands) | 2019 | 2018 | 2017
Net cash provided by (used in): |  |  | 
Operating activities | $7,241 | $6,874 | $3,433
Investing activities | (5,534) | (15,085) | (13,865)
Financing activities | (767) | (1,295) | (847)
Effect of exchange rate changes on cash | (112) | 194 | (74)
Cash flows provided by (used in) operations | $828 | $(9,312) | $(11,353)


Question: What was the cash provision in 2017?
Answer: $6.4 million
Operating Expense
Sales and Marketing
Sales and marketing expenses increased $122.8 million, or 35.1%, for the year ended December 31, 2019 compared to the same period in 2018, due to an increase of $70.4 million in expenditures on marketing programs to support the growth of our business, such as advertisements on search engines and social media, brand campaigns, event sponsorships and payments to partners. Employee-related costs increased $48.7 million ($14.1 million of which related to stock-based compensation and related payroll taxes) to support the growth of the business including in Shopify Plus and International operations. Computer hardware and software costs increased by $3.7 million, largely due to the growth in sales and marketing headcount
Sales and marketing expenses increased $124.4 million, or 55.1%, for the year ended December 31, 2018 compared to the same period in 2017, primarily due to an increase of $80.7 million in employee-related costs. In addition to employee-related costs, marketing costs increased by $39.7 million and computer hardware and software costs increased by $4.0 million.
Table:
 | Years ended December 31, |  |  | 2019 vs 2018 | 2018 vs 2017
 | 2019 | 2018 | 2017 | % Change | % Change
 | (in thousands, except percentages) |  |  |  | 
Sales and marketing | $ 472,841 | $ 350,069 | $ 225,694 | 35.1 % | 55.1 %
Percentage of total revenues | 30.0 % | 32.6 % | 33.5 % |  | 


Question: What is the average sales and marketing expenses for 2018 and 2019?
Answer: 411455
Calculation: (472,841+350,069)/2
Trade Receivables, Net
The carrying amounts reported in the Consolidated Balance Sheets for Trade receivables, net approximate their fair value because of their short-term nature.
A summary of Trade receivables, net of allowance for doubtful accounts is as follows (in millions):
In addition to the amounts above, we have unbilled receivables that we do not expect to collect within the next year included in Other non-current assets in our Consolidated Balance Sheets. Billings for these receivables are based on contractual terms. Refer to Note 11 — Other Non-Current Assets.
Table:
 | December 31, | 
 | 2019 | 2018
Trade receivables — billed | $136.6 | $136.6
Trade receivables — unbilled | 39.8 | 37.0
Trade receivables | 176.4 | 173.6
Allowance for doubtful accounts | (1.3) | (1.3)
Trade receivables, net | $175.1 | $172.3


Question: What were the billed trade receivables in 2019?
Answer: 136.6
entergy louisiana , inc . management's financial discussion and analysis results of operations net income 2004 compared to 2003 net income decreased $ 18.7 million primarily due to lower net revenue , partially offset by lower other operation and maintenance expenses . 2003 compared to 2002 net income increased slightly primarily due to higher net revenue and lower interest charges , almost entirely offset by higher other operation and maintenance expenses , higher depreciation and amortization expenses , and higher taxes other than income taxes . net revenue 2004 compared to 2003 net revenue , which is entergy louisiana's measure of gross margin , consists of operating revenues net of : 1 ) fuel , fuel-related , and purchased power expenses and 2 ) other regulatory credits . following is an analysis of the change in net revenue comparing 2004 to 2003. .

Table:
 | ( in millions )
2003 net revenue | $ 973.7
price applied to unbilled sales | -31.9 ( 31.9 )
deferred fuel cost revisions | -29.4 ( 29.4 )
rate refund provisions | -12.2 ( 12.2 )
volume/weather | 17.0
summer capacity charges | 11.8
other | 2.3
2004 net revenue | $ 931.3
the price applied to the unbilled sales variance is due to a decrease in the fuel price included in unbilled sales in 2004 caused primarily by the effect of nuclear plant outages in 2003 on average fuel costs .
the deferred fuel cost revisions variance resulted from a revised unbilled sales pricing estimate made in the first quarter of 2003 to more closely align the fuel component of that pricing with expected recoverable fuel costs .
rate refund provisions caused a decrease in net revenue due to additional provisions recorded in 2004 compared to 2003 for potential rate actions and refunds .
the volume/weather variance is due to a total increase of 620 gwh in weather-adjusted usage in all sectors , partially offset by the effect of milder weather on billed sales in the residential and commercial sectors .
the summer capacity charges variance is due to the amortization in 2003 of deferred capacity charges for the summer of 2001 compared to the absence of the amortization in 2004 .
the amortization of these capacity charges began in august 2002 and ended in july 2003. .

Question: what is the net change in net revenue during 2004 for entergy louisiana?
Answer: -42.4
Calculation: subtract(931.3, 973.7)
shareholder return performance the line graph below compares the annual percentage change in ball corporation fffds cumulative total shareholder return on its common stock with the cumulative total return of the dow jones containers & packaging index and the s&p composite 500 stock index for the five-year period ended december 31 , 2012 . it assumes $ 100 was invested on december 31 , 2007 , and that all dividends were reinvested . the dow jones containers & packaging index total return has been weighted by market capitalization . total return to stockholders ( assumes $ 100 investment on 12/31/07 ) total return analysis .

Table:
 | 12/31/2007 | 12/31/2008 | 12/31/2009 | 12/31/2010 | 12/31/2011 | 12/31/2012
ball corporation | $ 100.00 | $ 93.28 | $ 117.01 | $ 155.14 | $ 164.09 | $ 207.62
dj us containers & packaging | $ 100.00 | $ 61.55 | $ 84.76 | $ 97.78 | $ 96.27 | $ 107.76
s&p 500 | $ 100.00 | $ 61.51 | $ 75.94 | $ 85.65 | $ 85.65 | $ 97.13
source : bloomberg l.p .
aecharts .

Question: what is the roi of an investment in dj us containers & packaging from 2007 to 2012?
Answer: 7.8%
Calculation: subtract(107.76, const_100), divide(#0, const_100)
Item 6: Selected Financial Data
The following selected consolidated financial data is derived from our consolidated financial statements. This data should be read in conjunction with our consolidated financial statements and the related notes, and Item 7: Management's Discussion and Analysis of Financial Condition and Results of Operations contained elsewhere in this Annual Report on Form 10-K.
(1) Fiscal 2018 net income includes an income tax benefit of $75.8 million from a valuation allowance release against certain U.S. deferred tax assets. See Note 13 of Notes to Consolidated Financial Statements. (2) Fiscal 2019, 2018, 2017, 2016, and 2015 net income (loss) includes restructuring charges, net, of $0.5 million, $0.2 million, $0.8 million, $7.3 million and $0.6 million, respectively.
(3) Fiscal 2016 net loss includes impairment charges of $12.4 million. (4) Fiscal 2015 net loss includes the following: i) a $1.5 million gain from a business interruption insurance claim relating to a factory fire at a customer's facility; and ii) a $1.0 million net gain from the sale of intellectual property.
(5) Fiscal 2016 includes the following as a result of the Cascade Microtech acquisition: i) $82.6 million in revenue; ii) $27.8 million of intangible amortization expense; and iii) a $7.6 million charge for inventory-related step-up amortization.
Table:
 | Fiscal 2019 (2) | Fiscal 2018(1)(2) | Fiscal 2017(2) | Fiscal 2016 (2)(3)(5) | Fiscal 2015(2)(4)
 |  |  | (Dollars in thousands, except per share data) |  | 
Consolidated Statements of Operations Data: |  |  |  |  | 
Revenues | $589,464 | $529,675 | $548,441 | $383,881 | $282,358
Gross profit | 237,496 | 210,339 | 215,597 | 102,682 | 85,738
Net income (loss) | 39,346 | 104,036 | 40,913 | (6,557) | (1,523)
Basic net income (loss) per share | 0.52 | 1.42 | 0.57 | (0.10) | (0.03)
Diluted net income (loss) per share | 0.51 | 1.38 | 0.55 | (0.10) | (0.03)
Consolidated Balance Sheets Data: |  |  |  |  | 
Cash, cash equivalents and marketable securities | $220,872 | $149,003 | $140,172 | $108,905 | $187,589
Working capital | 282,483 | 235,302 | 213,693 | 172,002 | 214,437
Total assets | 839,882 | 728,222 | 646,574 | 618,982 | 342,723
Term loan, net of current portion | 15,639 | 34,971 | 87,228 | 125,475 | —
Total stockholders' equity | 640,997 | 580,164 | 458,637 | 401,056 | 294,681
Number of employees | 1,836 | 1,676 | 1,685 | 1,571 | 958


Question: What was the net loss in 2016?
Answer: 6,557
Movements in ordinary share capital
Ordinary Shares
Ordinary shares entitle the holder to participate in dividends and the proceeds on the winding up of the company in proportion to the number of and amounts paid on the shares held. The fully paid ordinary shares have no par value and the company does not have a limited amount of authorised capital.
On a show of hands every member present at a meeting in person or by proxy shall have one vote and upon a poll each share shall have one vote.
Table:
 |  |  | Issue price | 
Details | Date | Shares | AU$US | $’000
Balance | 1 July 2017 | 130,215,813 |  | 125,177
Shares issued | 23 February 2018 | 69,129 | $8.52 | 458
Balance | 30 June 2018 | 130,284,942 |  | 125,635
Shares issued | 24 August 2018 | 69,129 | $8.46 | 423
Share issued | 24 August 2018 | 28,407 | $0.00 | -
Share issued | 21 December 2018 | 129,044 | $0.00 | -
Balance | 30 June 2019 | 130,511,522 |  | 126,058


Question: What is the change in share balance from June 2018 to June 2019?
Answer: 226580
Calculation:  130,511,522 - 130,284,942
The Monte Carlo simulation assumptions used for the periods presented were as follows:
As of January 3, 2020, there was $12 million of unrecognized compensation cost, net of estimated forfeitures, which is expected to be recognized over a weighted average period of 1.7 years. The fair value of performance-based stock awards that vested in fiscal 2019, 2018 and 2017 was $9 million, $13 million, and $4 million, respectively.
Table:
 |  | Year Ended | 
 | January 3, 2020 | December 28, 2018 | December 29, 2017
Expected volatility | 22.02% | 25.37% | 27.19%
Risk free rate of return | 2.39% | 2.35% | 1.53%
Weighted average grant date stock price | $62.66 | $65.00 | $53.73


Question: What was the unrecognized compensation cost in 2020?
Answer: $12 million
Revenues. Revenues increased by 21% to RMB377.3 billion for the year ended 31 December 2019 on a year-on-year basis. The following table sets forth our revenues by line of business for the years ended 31 December 2019 and 2018:
Revenues from our VAS business increased by 13% year-on-year to RMB200 billion. Online games revenues grew by 10% to RMB114.7 billion. The increase was primarily due to revenue contributions from domestic smart phone games including Honour of Kings and Peacekeeper Elite, as well as increased contributions from our overseas titles such as PUBG Mobile and Supercell titles, partly offset by the revenue decline from PC client games such as DnF. Social networks revenues increased by 17% to RMB85,281 million. The increase mainly reflected revenue growth from digital content services such as live broadcast services and video streaming subscriptions.
Revenues from FinTech and Business Services increased by 39% year-on-year to RMB101.4 billion. The increase was primarily driven by greater revenues from commercial payment due to increased daily active consumers and number of transactions per user. Greater revenues from cloud services also contributed to the annual growth.
Revenues from Online Advertising business increased by 18% year-on-year to RMB68,377 million. Social and others advertising revenues grew by 33% to RMB52,897 million. The increase mainly reflected higher advertising revenues derived from Weixin (primarily Weixin Moments and Mini Programs) as a result of its increased inventories and impressions, as well as contributions from our mobile advertising network due to increased traffic and video inventories. Media advertising revenues decreased by 15% to RMB15,480 million. The decrease was primarily due to lower advertising revenues from our media platforms including Tencent Video and Tencent News resulting from unpredictability in broadcast schedules and the challenging macro-environment, as well as the absence of the FIFA World Cup in year 2019.
Table:
 | Year ended 31 December |  |  | 
 | 2019 |  | 2018 | 
 |  | % of total |  | % of total
 | Amount | revenues | Amount | revenues
 |  |  | (Restated) | (Restated)
 | (RMB in millions, unless specified) |  |  | 
VAS | 199,991 | 53% | 176,646 | 56%
FinTech and Business Services | 101,355 | 27% | 73,138 | 23%
Online Advertising | 68,377 | 18% | 58,079 | 19%
Others | 7,566 | 2% | 4,831 | 2%
Total revenues | 377,289 | 100% | 312,694 | 100%


Question: What was the reason for the year-on-year change for revenues from FinTech and Business Services?
Answer: The increase was primarily driven by greater revenues from commercial payment due to increased daily active consumers and number of transactions per user. Greater revenues from cloud services also contributed to the annual growth.
ADVANCED ENERGY INDUSTRIES, INC. NOTES TO CONSOLIDATED FINANCIAL STATEMENTS – (continued) (in thousands, except per share amounts)
NOTE 5. INCOME TAXES
The geographic distribution of pretax income from continuing operations is as follows:
Table:
 |  | Years Ended December 31, | 
 | 2019 | 2018 | 2017
Domestic | $(20,597) | $22,325 | $29,088
Foreign | 87,791 | 150,051 | 169,103
Total | $67,194 | $172,376 | $198,191


Question: What was the domestic pretax income in 2019?
Answer: $(20,597)