hellotayssir/FinQA_TAT-QA_financial_finetuning_dataset huggingface dataset:
five-year performance comparison 2013 the following graph provides an indicator of cumulative total shareholder returns for the corporation as compared to the peer group index ( described above ) , the dj trans , and the s&p 500 . the graph assumes that $ 100 was invested in the common stock of union pacific corporation and each index on december 31 , 2011 and that all dividends were reinvested . the information below is historical in nature and is not necessarily indicative of future performance . purchases of equity securities 2013 during 2016 , we repurchased 35686529 shares of our common stock at an average price of $ 88.36 . the following table presents common stock repurchases during each month for the fourth quarter of 2016 : period total number of shares purchased [a] average price paid per share total number of shares purchased as part of a publicly announced plan or program [b] maximum number of shares remaining under the plan or program [b] .

Table:
period | total number of shares purchased [a] | average price paid per share | total number of shares purchased as part of a publicly announcedplan or program [b] | maximum number of shares remaining under the plan or program [b]
oct . 1 through oct . 31 | 3501308 | $ 92.89 | 3452500 | 23769426
nov . 1 through nov . 30 | 2901167 | 95.68 | 2876067 | 20893359
dec . 1 through dec . 31 | 3296652 | 104.30 | 3296100 | 17597259
total | 9699127 | $ 97.60 | 9624667 | n/a
[a] total number of shares purchased during the quarter includes approximately 74460 shares delivered or attested to upc by employees to pay stock option exercise prices , satisfy excess tax withholding obligations for stock option exercises or vesting of retention units , and pay withholding obligations for vesting of retention shares .
[b] effective january 1 , 2014 , our board of directors authorized the repurchase of up to 120 million shares of our common stock by december 31 , 2017 .
these repurchases may be made on the open market or through other transactions .
our management has sole discretion with respect to determining the timing and amount of these transactions .
on november 17 , 2016 , our board of directors approved the early renewal of the share repurchase program , authorizing the repurchase of up to 120 million shares of our common stock by december 31 , 2020 .
the new authorization was effective january 1 , 2017 , and replaces the previous authorization , which expired on december 31 , 2016. .

Question: what percentage of the total number of shares purchased were purchased in december?
Answer: 34%
Calculation: divide(3296652, 9699127)
Property and Equipment, net
Property and equipment consist of the following (in thousands):
As of July 31, 2019 and 2018, no property and equipment was pledged as collateral. Depreciation expense, excluding the amortization of software development costs, was $9.7 million, $7.7 million, and $6.6 million for the fiscal years ended July 31, 2019, 2018, and 2017, respectively.
The Company capitalizes software development costs for technology applications that the Company will offer solely as cloud-based subscriptions, which is primarily comprised of compensation for employees who are directly associated with the software development projects. The Company begins amortizing the capitalized software development costs once the technology applications are available for general release over the estimated lives of the applications, ranging from three to five years.
The Company recognized approximately $1.0 million and $0.4 million in amortization expense in cost of revenue - license and subscription on the accompanying consolidated statements of operations during the fiscal years ended July 31, 2019 and 2018, respectively. There was no such amortization during the fiscal year ended July 31, 2017.
Table:
 | July 31, 2019  | July 31, 2018
Computer hardware | $17,799 | $20,614
Software | 6,741 | 4,664
Capitalized software development costs | 7,374 | 3,978
Equipment and machinery | 10,455 | 4,265
Furniture and fixtures | 8,137 | 4,217
Leasehold improvements | 48,191 | 10,751
    Total property and equipment | 98,697 | 48,489
Less accumulated depreciation | (32,888) | (29,894)
    Property and equipment, net  | $65,809 | $18,595


Question: In which year was Computer hardware less than 20,000 thousands?
Answer: 2019
Calculation: locate and analyze computer hardware in row 2
Teradyne determined the stock options’ expected life based upon historical exercise data for executive officers, the age of the executive officers and the terms of the stock option grant. Volatility was determined using historical volatility for a period equal to the expected life. The risk-free interest rate was determined using the U.S. Treasury yield curve in effect at the time of grant. Dividend yield was based upon an estimated annual dividend amount of $0.36 per share divided by Teradyne’s stock price on the grant date of $37.95 for the 2019 grants, $47.70 for the 2018 grants and $28.56 for the 2017 grants.
Stock compensation plan activity for the years 2019, 2018, and 2017, is as follows:
Table:
 | 2019 | 2018 | 2017
 |  | (in thousands) | 
Restricted Stock Units: |  |  | 
Non-vested at January 1 | 2,454 | 3,174 | 3,778
Awarded | 1,139 | 790 | 939
Vested | (1,237) | (1,382) | (1,434)
Forfeited | (87) | (128) | (109)
Non-vested at December31 | 2,269 | 2,454 | 3,174
Stock Options: |  |  | 
Outstanding at January 1 | 506 | 531 | 926
Granted | 102 | 69 | 111
Exercised | (280) | (94) | (501)
Forfeited | (7) | — | —
Expired | (2) | — | (5)
Outstanding at December 31 | 319 | 506 | 531
Vested and expected to vest at December 31 | 319 | 506 | 531
Exercisable at December 31 | 85 | 256 | 233


Question: What was the change in granted stocks in 2019 from 2018?
Answer: 33
Calculation: 102-69
Sales by Category
In addition to the above reporting segments, we also report revenue for the following three categories – (1) Access & Aggregation, (2) Subscriber Solutions & Experience and (3) Traditional & Other Products.
The following tables disaggregates our revenue by major source for the years ended December 31, 2019, 2018 and 2017:
(1) Subscriber Solutions & Experience was formerly reported as Customer Devices. With the increasing focus on enhancing the customer experience for both our business and consumer broadband customers and the addition of SmartRG during the fourth quarter of 2018, Subscriber Solutions & Experience more accurately represents this revenue category.
Table:
 |  |  | 2019
(In thousands) | Network Solutions | Services & Support | Total
Access & Aggregation | $289,980 | $58,894 | $348,874
Subscriber Solutions & Experience (1) | 144,651 | 8,269 | 152,920
Traditional & Other Products | 20,595 | 7,672 | 28,267
Total | $455,226 | $74,835 | $530,061


Question: What is the total revenue from Network Solutions as a percentage of total revenue from all segments?
Answer: 85.88
Calculation: 455,226/530,061
(6) Intangible Assets
Intangible assets consist of the following (in thousands):
During 2019, we periodically assessed whether any indicators of impairment existed related to our intangible assets. As of each interim period end during the year, we concluded that a triggering event had not occurred that would more likely than not reduce the fair value of our intangible assets below their carrying values.
Amortization expense recognized in 2019, 2018 and 2017 was $23,671,000, $15,737,000 and $16,812,000, respectively.
Table:
 | December 31, | 
 | 2019 | 2018
Customer relationships | $336,455 | $159,566
Other | 15,621 | 5,555
 | 352,076 | 165,121
Accumulated amortization | (73,492) | (52,942)
Intangible assets, net | 278,584 | 112,179


Question: How much was the Amortization expense in 2017?
Answer: $16,812,000
Note 11. Other Current Assets
Other current assets consisted of the following (in thousands):
Table:
 | December 31, | 
 | 2019 | 2018
Investments held in rabbi trust | $13,927 | $11,442
Financial derivatives | 3,373 | 1,078
Deferred rent | 558 | 1,867
Other current assets | 2,667 | 2,374
 | $20,525 | $16,761


Question: What was the percentage change in total other current assets in 2019 from 2018?
Answer: 22.46
Calculation: (20,525-16,761)/16,761
16. PRODUCT WARRANTIES
We establish a product warranty liability at the time of revenue recognition. Product warranties generally have terms of 12 months and cover nonconformance with specifications and defects in material or workmanship. For sales to distributors, our warranty generally begins when the product is resold by the distributor. The liability is based on estimated costs to fulfill customer product warranty obligations and utilizes historical product failure rates. Should actual warranty obligations differ from estimates, revisions to the warranty liability may be required.
Product warranty liability activity is as follows (in thousands):
Table:
 |  | Fiscal Years   | 
 | 2019 | 2018 | 2017
Balance — beginning of year | $5,756 | $3,672 | $1,039
(Divested)/acquired | — | (49) | 952
Provisions/(expense) | (3,053) | 1,865 | 1,737
Direct charges/(payments) | 570 | 268 | (56)
Balance — end of year | $3,273 | $5,756 | $3,672


Question: What was the (Divested)/acquired values in 2019, 2018 and 2017 respectively?
Answer: —, (49), 952
Auditor Service Fees
The aggregate amounts paid or accrued by the Company with respect to fees payable to PricewaterhouseCoopers LLP, the auditors of the Company, for audit (including separate audits of wholly-owned and non-wholly owned entities, financings, regulatory reporting requirements and SOX related services), audit-related, tax and other services in the years ended December 31, 2019 and 2018 were as follows:
Audit fees relate to the audit of our annual consolidated financial statements, the review of our quarterly condensed consolidated financial statements and services in connection with our 2019 and 2018 public offerings of Class A subordinate voting shares
Audit-related fees consist of aggregate fees for accounting consultations and other services that were reasonably related to the performance of audits or reviews of our consolidated financial statements and were not reported above under "Audit Fees".
Tax fees relate to assistance with tax compliance, expatriate tax return preparation, tax planning and various tax advisory services.
Other fees are any additional amounts for products and services provided by the principal accountants other than the services reported above under "Audit Fees", "Audit-Related Fees" and "Tax Fees".
Table:
 | Fiscal 2019 | Fiscal 2018
 | $ | $
 | (in thousands) | 
Audit Fees | 1,133 | 764
Audit-Related Fees | — | —
Tax Fees | — | —
All Other Fees | 3 | 2
Total | 1,136 | 766


Question: What is the average total auditor service fees for 2018 and 2019?
Answer: 951
Calculation: (1,136+766)/2
By region of shipment, in the 2019 fourth quarter, Asia Pacific revenues grew sequentially by 10.6%, principally in Imaging, Analog and Microcontrollers, Americas was up by 10.5%, mainly driven by Digital and Power Discrete, and EMEA decreased by 2.0%.
On a year-over-year basis, revenues grew 9.9% in Asia Pacific, mainly due to Analog, Microcontrollers and Imaging. In Americas, revenues grew 5.4%, mainly driven by Digital and Power Discrete, while it decreased by 12.8% in EMEA, mainly due to lower sales in Automotive, Power Discrete and  analog.
Table:
 |  | Three Months Ended |  | % Variation | 
 | December 31, 2019 | September 29, 2019 | December 31, 2018 | Sequential | Year-Over-Year
 |  |  | (Unaudited, in millions) |  | 
EMEA | $538 | $549 | $617 | (2.0)% | (12.8)%
Americas | 360 | 326 | 342 | 10.5 | 5.4
Asia Pacific | 1,856 | 1,678 | 1,689 | 10.6 | 9.9
Total | $2,754 | $2,553 | $2,648 | 7.9% | 4.0%


Question: What caused the increase in Asia Pacific revenues in fourth quarter of 2019?
Answer: Imaging, Analog and Microcontrollers, Americas was up by 10.5%, mainly driven by Digital and Power Discrete, and EMEA decreased by 2.0%.
ITEM 3. KEY INFORMATION
Selected Financial Data
The following table sets forth our selected consolidated financial data as of and for each of the years in the five-year period ended December 31, 2019. The consolidated financial data has been derived from, and should be read in conjunction with, our Consolidated Financial Statements prepared in accordance with International Financial Reporting Standards as issued by the International Accounting Standards Board (IFRS), presented in “Item 18. Financial Statements” of this report.
Our selected financial data and our Consolidated Financial Statements are presented in euros, unless otherwise stated.
(1) See Note (C.6) to our Consolidated Financial Statements for more information on earnings per share.
(2) The balances include primarily bonds, private placements and bank loans. See Note (E.3) to our Consolidated Financial Statements for more information on our financial liabilities.
Table:
SELECTED FINANCIAL DATA: IFRS |  |  |  |  | 
€ millions, unless otherwise stated | 2019 | 2018 | 2017 | 2016 | 2015
Income Statement Data: Years ended December 31, |  |  |  |  | 
Cloud revenue | 6,933 | 4,993 | 3,769 | 2,993 | 2,286
Software licenses and support revenue | 16,080 | 15,628 | 15,780 | 15,431 | 14,928
Cloud and software revenue | 23,012 | 20,622 | 19,549 | 18,424 | 17,214
Total revenue | 27,553 | 24,708 | 23,461 | 22,062 | 20,793
Operating profit | 4,473 | 5,703 | 4,877 | 5,135 | 4,252
Profit after tax | 3,370 | 4,088 | 4,046 | 3,629 | 3,056
Profit attributable to owners of parent | 3,321 | 4,083 | 4,008 | 3,642 | 3,064
Earnings per share(1) |  |  |  |  | 
Basic in € | 2.78 | 3.42 | 3.35 | 3.04 | 2.56
Diluted in € | 2.78 | 3.42 | 3.35 | 3.04 | 2.56
Other Data: |  |  |  |  | 
Weighted-average number of shares outstanding |  |  |  |  | 
Basic | 1,194 | 1,194 | 1,197 | 1,198 | 1,197
Diluted | 1,194 | 1,194 | 1,198 | 1,199 | 1,198
Statement of Financial Position Data: At December 31, |  |  |  |  | 
Cash and cash equivalents | 5,314 | 8,627 | 4,011 | 3,702 | 3,411
Total assets | 60,215 | 51,502 | 42,484 | 44,262 | 41,390
Current financial liabilities(2) | 3,273 | 1,125 | 1,561 | 1,813 | 841
Non-current financial liabilities(2) | 12,923 | 10,553 | 5,034 | 6,481 | 8,681
Issued capital | 1,229 | 1,229 | 1,229 | 1,229 | 1,229
Total equity | 30,822 | 28,877 | 25,515 | 26,382 | 23,295


Question: In which years was total equity calculated?
Answer: 2019, 2018, 2017, 2016, 2015
Net Asset Value per share (NAV/share):
TORM believes that the NAV/share is a relevant measure that Management uses to measure the overall development of the assets and liabilities per share. Such measure may not be comparable to similarly titled measures of other companies. NAV/share is calculated using broker values of vessels and excluding charter commitments. NAV/share is calculated as follows:
Table:
USDm | 2019 | 2018 | 2017
Net Asset Value per share |  |  | 
Total vessel values including newbuildings (broker values) | 1,801.5 | 1,675.1 | 1,661.1
Committed CAPEX on newbuildings | -51.2 | -258.0 | -306.9
Cash position | 72.5 | 127.4 | 134.2
Loans receivables | 4.6 | - | -
Bunkers | 34.8 | 39.4 | 33.2
Freight receivables | 89.8 | 86.0 | 71.3
Other receivables | 6.2 | 7.5 | 11.8
Other plant and operating equipment | 4.3 | 3.0 | 1.9
Land and buildings | 8.1 | - | -
Investments in joint ventures | 1.2 | 0.1 | 0.3
Prepayments | 3.5 | 2.9 | 4.4
Borrowings | -863.4 | -754.7 | -753.9
Trade payables | -47.1 | -35.1 | -26.2
Other liabilities | -47.3 | -36.5 | -33.8
Current tax liabilities | -1.5 | -1.0 | -1.4
Total Net Asset Value (NAV) | 1,016.0 | 856.1 | 796.0
Total number of shares excluding treasury shares (million) | 74.4 | 73.9 | 62.0
Total Net Asset Value per share (NAV/share) (USD) | 13.6 | 11.6 | 12.8


Question: For which years is the Total Net Asset Value per share (NAV/share) calculated?
Answer: 2019, 2018, 2017
ITEM 6. SELECTED FINANCIAL DATA
The following selected consolidated financial data is derived from our Consolidated Financial Statements. As our historical operating results are not necessarily indicative of future operating results, this data should be read in conjunction with the Consolidated Financial Statements and notes thereto, and with Item 7, Management’s Discussion and Analysis of Financial Condition and Results of Operations.
(1) On December 1, 2018, the beginning of our fiscal year 2019, we adopted the requirements of the Financial Accounting Standards Board’s Accounting Standards Update No. 2014-09, Revenue from Contracts with Customers, Topic 606, utilizing the modified retrospective method of transition. Prior period information has not been restated and continues to be reported under the accounting standard in effect for those periods.
(2) As of November 29, 2019, working capital was in a deficit primarily due to the reclassification of our $2.25 billion term loan due April 30, 2020 and $900 million 4.75% senior notes due February 1, 2020 to current liabilities. We intend to refinance our Term Loan and 2020 Notes on or before the due dates.
(3) Our fiscal year is a 52- or 53-week year that ends on the Friday closest to November 30. Fiscal 2016 was a 53-week fiscal year compared with the other periods presented which were 52-week fiscal years.
Table:
(in thousands, except per share amounts and employee data) |  |  | Fiscal Years |  | 
 | 2019(1) | 2018 | 2017 | 2016(3) | 2015
Operations: |  |  |  |  | 
Revenue: | $11,171,297 | $9,030,008 | $7,301,505 | $5,854,430 | $4,795,511
Gross profit | $9,498,577 | $7,835,009 | $6,291,014 | $5,034,522 | $4,051,194
Income before income taxes | $3,204,741 | $2,793,876 | $2,137,641 | $1,435,138 | $873,781
Net income | $2,951,458 | $2,590,774 | $1,693,954 | $1,168,782 | $629,551
Net income per share: |  |  |  |  | 
Basic | $6.07 | $5.28 | $3.43 | $2.35 | $1.26
Diluted | $6.00 | $5.20 | $3.38 | $2.32 | $1.24
Shares used to compute basic net income                                        per share | 486,291 | 490,564 | 493,632 | 498,345 | 498,764
Shares used to compute diluted net income per share | 491,572 | 497,843 | 501,123 | 504,299 | 507,164
Financial position: |  |  |  |  | 
Cash, cash equivalents and short-term investments | $4,176,976 | $3,228,962 | $5,819,774 | $4,761,300 | $3,988,084
Working capital(2) | $(1,696,013) | $555,913 | $3,720,356 | $3,028,139 | $2,608,336
Total assets | $20,762,400 | $18,768,682 | $14,535,556 | $12,697,246 | $11,714,500
Debt, current | $3,149,343 | $— | $— | $— | $—
Debt, non-current | $988,924 | $4,124,800 | $1,881,421 | $1,892,200 | $1,895,259
Stockholders’ equity | $10,530,155 | $9,362,114 | $8,459,869 | $7,424,835 | $7,001,580
Additional data: |  |  |  |  | 
Worldwide employees | 22,634 | 21,357 | 17,973 | 15,706 | 13,893


Question: When did the company adopt the requirements of the Financial Accounting Standards Board's Accounting Standards Update No. 2014-09, Revenue from Contracts with Customers, Topic 606, utilizing the modified retrospective method of transition?
Answer: December 1, 2018
Restricted Share Units
During the year ended December 31, 2019, pursuant to the 2016 Incentive Plan, the Company granted restricted share unit awards (“RSUs”). RSUs generally have requisite service periods of three years and vest in increments of 33% on the anniversary of the grant dates. RSUs granted to our board vest one year from grant or as of the next annual shareholders meeting, whichever is earlier. Under each arrangement, RSUs are issued without direct cost to the employee on the vesting date. The Company estimates the fair value of the RSUs based upon the market price of the Company’s stock at the date of grant. The Company recognizes compensation expense for RSUs on a straight-line basis over the requisite service period.
A summary of nonvested RSUs is as follows:
During the year ended December 31, 2019, a total of 259,634 RSUs vested. The Company withheld 57,802 of those shares to pay the employees’ portion of the minimum payroll withholding taxes.
As of December 31, 2019, there was unrecognized compensation expense of $20.5 million related to RSUs, $15.0 million related to TSRs, $0.5 million related to LTIP performance shares, $0.3 million related to nonvested RSAs, and $0.2 million related to nonvested stock options, which the Company expects to recognize over weighted average periods of 1.9 years, 1.9 years, 0.1 years, 0.2 years, and 0.3 years, respectively.
The Company recorded stock-based compensation expense recognized under ASC 718 during the years ended December 31, 2019, 2018, and 2017, of $36.8 million, $20.4 million, and $13.7 million, respectively, with corresponding tax benefits of $5.9 million, $3.9 million, and $1.7 million, respectively. The Company recognizes compensation expense for stock option awards that vest with only service conditions on a straight-line basis over the requisite service period. The Company recognizes compensation expense for stock option awards that vest with service and market-based conditions on a straight-line basis over the longer of the requisite service period or the estimated period to meet the defined market-based condition.
Table:
 | Number of Shares | Weighted Average Grant Date Fair Value
Nonvested as of December 31, 2018 | 651,045 | $23.82
Granted | 742,579 | 33.28
Vested | -259,634 | 24.16
Forfeited | -124,586 | 29.79
Nonvested as of December 31, 2019 | 1,009,404 | $ 29.96


Question: What was the change in nonvested RSUs between 2018 and 2019?
Answer: 358359
Calculation: 1,009,404-651,045
The following table provides a reconciliation of EBITDA and Adjusted EBITDA to net loss, the most directly comparable financial measure presented in accordance with U.S. GAAP:
(a) Represents new store marketing allowance of $1,000 for each store added to our distribution network, as well as the non-capitalized freight costs associated with Freshpet Fridge replacements. The expense enhances the overall marketing spend to support our growing distribution network.
(b) Represents additional operating costs incurred in connection with the start-up of our new manufacturing lines as part of the Freshpet Kitchens expansion project in 2016 that included adding two additional product lines.
(c) Represents the change of fair value for the outstanding common stock warrants. All outstanding warrants were converted to common stock in September 2017.
(d) Represents fees associated with secondary public offerings of our common stock
(e) Represents charges associated with our former Chief Executive Officer’s separation agreement as well as changes in estimates associated with leadership transition costs.
(f) Represents fees associated with two securities lawsuits
Table:
 | Twelve Months Ended December 31, |  |  |  | 
 | 2019 | 2018 | 2017 | 2016 | 2015
 | (Dollars in thousands) |  |  |  | 
Net loss | $(1,383) | $(5,361) | $(4,262) | $(3,161) | $(3,711)
Depreciation and amortization | 15,921 | 14,068 | 12,692 | 9,887 | 7,574
Interest expense | 991 | 296 | 910 | 698 | 455
Income tax expense | 144 | 77 | 75 | 66 | 58
EBITDA | $15,673 | $9,080 | $9,414 | $7,490 | $4,376
Loss on disposal of equipment | 787 | 142 | 104 | 190 | 94
Non-cash share-based compensation | 7,834 | 6,808 | 4,438 | 4,193 | 3,924
Launch expense (a) | 4,563 | 3,540 | 3,066 | 2,813 | 2,626
Plant start-up expenses (b) | — | — | — | 1,628 | —
Warrant fair valuation (c) | — | — | 335 | 49 | (503)
Secondary offering expenses (d) | 302 | 362 | — | — | 593
Leadership transition expenses (e) | — | — | 63 | 1,291 | —
Litigation expense (f) | — | 348 | 145 | — | —
Adjusted EBITDA | $29,159 | $20,280 | $17,565 | $17,654 | $11,110
Adjusted EBITDA as a % of Net Sales | 11.9% | 10.5% | 11.5% | 13.6% | 9.8%


Question: What is the Adjusted EBITDA for each of the financial year ends shown in the table (in chronological order) respectively?
Answer: $11,110, $17,654, $17,565, $20,280, $29,159