FangyuLei/tatqa huggingface dataset:
2019
2018
Beginning balance
$65,542
$22,173
Provision charged to expense
29,849
55,152
Deductions
(40,352)
(11,783)
Ending balance
55,039
$65,542
accounts receivable .
accounts receivable are uncollateralized customer obligations due under normal trade terms .
the company records allowances for doubtful accounts based on customer-specific analysis and general matters such as current assessment of past due balances and economic conditions .
the company writes off accounts receivable when they become uncollectible .
the allowance for doubtful accounts was $ 55039 and $ 65542 at december 31 2019 and 2018 respectively .
management identifies a delinquent customer based upon the delinquent payment status of an outstanding invoice generally greater than 30 days past due date .
the delinquent account designation does not trigger an accounting transaction until such time the account is deemed uncollectible .
the allowance for doubtful accounts is determined by examining the reserve history and any outstanding invoices that are over 30 days past due as of the end of the reporting period .
accounts are deemed uncollectible on a case-by-case basis at management ’ s discretion based upon an examination of the communication with the delinquent customer and payment history .
typically accounts are only escalated to “ uncollectible ” status after multiple attempts at collection have proven unsuccessful .
the allowance for doubtful accounts for the years ended december 31 are as follows : .

Question: When are accounts receivable written off?
Answer: when they become uncollectible
Total Number of Shares Withheld for Taxes
Average Price Paid Per Share
Period
October 2019
16,585
$11.57
November 2019
185,887
13.15
December 2019
12,368
13.70
Total
214,840
issuer purchases of equity securities .
the following table contains information about shares of our previously-issued common stock that we withheld from employees upon vesting of their stock-based awards during the fourth quarter of 2019 to satisfy the related tax withholding obligations : .

Question: Which periods does the table contain?
Answer: October 2019 November 2019 December 2019
December 31,
December 31,
2019
2018
Goodwill
$ 10,368
$ 10,368
Accumulated impairment losses
(1,244 )
(1,244 )
Goodwill
9,124
9,124
Brand names
3,700
3,700
Goodwill and indefinite lived intangible assets
$ 12,824
$ 12,824
note 5 – goodwill and intangible assets .
goodwill and indefinite-lived intangible assets consisted of the following : .
goodwill .
the company performed the annual impairment assessment of goodwill for our single reporting unit as of december 31 2019 noting no impairment loss .
the fair value exceeded the carrying value by 2 .
4 % .
considerable management judgment is necessary to evaluate goodwill for impairment .
we estimate fair value using widely accepted valuation techniques including discounted cash flows and market multiples analysis with respect to our single reporting unit .
these valuation approaches are dependent upon a number of factors including estimates of future growth rates our cost of capital capital expenditures income tax rates and other variables .
assumptions used in our valuations were consistent with our internal projections and operating plans .
our discounted cash flows forecast could be negatively impacted by a change in the competitive landscape any internal decisions to pursue new or different strategies a loss of a significant customer or a significant change in the market place including changes in the prices paid for our products or changes in the size of the market for our products .
additionally under the market approach analysis we used significant other observable inputs including various guideline company comparisons .
we base our fair value estimates on assumptions we believe to be reasonable but which are unpredictable and inherently uncertain .
changes in these estimates or assumptions could materially affect the determination of fair value and the conclusions of the quantitative goodwill test for our one reporting unit .
indefinite-lived intangible assets .
the company performed the annual impairment assessment on the indefinite-lived intangible asset as of december 31 2019 and 2018 resulting in no impairment losses .

Question: By how much did the fair value exceed the carrying value by?
Answer: 2.4%
Year Ended
Year Ended
Year Ended
December 31,
December 31,
December 31,
2019
2018
2017
$
$
$
Realized gains (losses) on maturity and/or partial termination of cross currency swap
—
(42,271)
(25,733)
Realized losses
(5,062)
(6,533)
(18,494)
Unrealized (losses) gains
(13,239)
21,240
82,668
Total realized and unrealized (losses) gains on cross currency swaps
(18,301)
(27,564)
38,441
realized and unrealized losses of the cross currency swaps are recognized in earnings and reported in foreign exchange -loss gain in the consolidated statements of loss .
the effect of the gains -losses on cross currency swaps on the consolidated statements of loss is as follows : .
the company is exposed to credit loss to the extent the fair value represents an asset in the event of non-performance by the counterparties to the foreign currency forward contracts and cross currency and interest rate swap agreements ; however the company does not anticipate non-performance by any of the counterparties .
in order to minimize counterparty risk the company only enters into derivative transactions with counterparties that are rated a- or better by standard & poor ’ s or a3 or better by moody ’ s at the time of the transaction .
in addition to the extent possible and practical interest rate swaps are entered into with different counterparties to reduce concentration risk .
-all tabular amounts stated in thousands of u .
s .
dollars other than share data and unless otherwise indicated .

Question: What were the Realized losses in 2019, 2018 and 2017 respectively?
Answer: (5,062) (6,533) (18,494)
PSG
ASG
ISG
Total
For year ended December 31, 2019:  
Revenue from external customers
$2,788.3
$1,972.3
$757.3
$5,517.9
Segment gross profit
976.0
794.8
275.4
2,046.2
For year ended December 31, 2018:  
Revenue from external customers
$3,038.2
$2,071.2
$768.9
$5,878.3
Segment gross profit
1,110.1
878.3
317.1
2,305.5
For year ended December 31, 2017:  
Revenue from external customers  
$2,819.3
$1,950.9
$772.9
$5,543.1
Segment gross profit  
959.8
817.8
302.6
2,080.2
note 3 : revenue and segment information .
revenue recognized for sales agreements amounted to $ 5492 .
0 million and $ 5849 .
0 million for the years ended december 31 2019 and 2018 respectively .
revenue recognized for product development agreements amounted to $ 25 .
9 million and $ 29 .
3 million for the years ended december 31 2019 and 2018 respectively .
the company is organized into three operating and reportable segments consisting of psg asg and isg .
the company ' s wafer manufacturing facilities fabricate ics for all business units as necessary and their operating costs are reflected in the segments ' cost of revenue on the basis of product costs .
because operating segments are generally defined by the products they design and sell they do not make sales to each other .
the company does not allocate income taxes or interest expense to its operating segments as the operating segments are principally evaluated on gross profit .
additionally restructuring asset impairments and other charges net and certain other manufacturing and operating expenses which include corporate research and development costs unallocated inventory reserves and miscellaneous nonrecurring expenses are not allocated to any segment .
in addition to the operating and reportable segments the company also operates global operations sales and marketing information systems and finance and administration groups .
a portion of the expenses of these groups are allocated to the segments based on specific and general criteria and are included in the segment results .
revenue and gross profit for the company ’ s operating and reportable segments are as follows -in millions : .

Question: What is the average PSG Revenue from external customers for year ended December 31, 2018 to 2019?
Answer: 2913.25
As of and for the Years Ended December 31,
As of and for the Years Ended December 31,
As of and for the Years Ended December 31,
As of and for the Years Ended December 31,
As of and for the Years Ended December 31,
2017
Recognition of Net Periodic Benefits Expense
Deferrals
Net Change in AOCL
2018
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)
Accumulated other comprehensive loss:
Pension plans:
Net actuarial (loss) gain
$(2,892)
179
(260)
(81)
(2,973)
Prior service benefit (cost)
54
(8)
—
(8)
46
Deferred income tax benefit (expense)(1)
1,107
(418)
65
(353)
754
Total pension plans
(1,731)
(247)
(195)
(442)
(2,173)
Post-retirement benefit plans:
Net actuarial (loss) gain
(250)
—
257
257
7
Prior service (cost) benefit
(107)
20
—
20
(87)
Deferred income tax benefit (expense)(2)
122
(37)
(63)
(100)
22
Total post-retirement benefit plans
(235)
(17)
194
177
(58)
Total accumulated other comprehensive loss
$(1,966)
(264)
(1)
(265)
(2,231)
the following table presents cumulative items not recognized as a component of net periodic benefits expense as of december 31 2017 items recognized as a component of net periodic benefits expense in 2018 additional items deferred during 2018 and cumulative items not recognized as a component of net periodic benefits expense as of december 31 2017 .
the items not recognized as a component of net periodic benefits expense have been recorded on our consolidated balance sheets in accumulated other comprehensive loss : .
-1 amounts currently recognized in net periodic benefits expense include $ 375 million of benefit arising from the adoption of asu 2018-02 .
see note 1 — background and summary of significant accounting policies for further detail .
-2 amounts currently recognized in net periodic benefits expense include $ 32 million arising from the adoption of asu 2018-02 .
see note 1 — background and summary of significant accounting policies for further detail .

Question: What does the deferred income tax benefit (expense) under post-retirement benefit plans currently recognize? 
Answer: Amounts currently recognized in net periodic benefits expense include $32 million arising from the adoption of ASU 2018-02
December 31,
December 31,
December 31,
2019
2019
2018
Computer equipment and purchased software
$3,011
$3,167
Machinery and equipment
699
821
Furniture and fixtures
1,115
1,113
Leasehold improvements (1)
3,897
3,897
Total
8,722
8,998
Less accumulated depreciation and amortization (1)
(7,496)
(6,655)
Property and equipment, net
$1,226
$2,343
property and equipment .
property and equipment are as follows -in thousands : .
-1 in the fourth quarter 2019 the company announced its decision to exit the san jose california facility - “ sj facility ” by march 31 2020 .
the company accelerated the amortization of its sj facility leasehold improvements over the remaining estimated life which is estimated to be through march 31 2020 .
as of december 31 2019 the net book value of the sj facility leasehold improvements was $ 0 .
9 million and will be fully amortized by march 31 2020 .

Question: In which year was Machinery and equipment less than 700 thousands?
Answer: 2019
Amortized Cost
Unrealized Gains
Unrealized Losses
Fair Value
(U.S. $ in thousands)
Debt Investments
U.S. treasury securities
$52,809
$—
$(109)
$52,700
Agency securities
22,097
—
(82)
22,015
Certificates of deposit and time deposits
58,824
—
—
58,824
Commercial paper
35,372
—
—
35,372
Corporate debt securities
158,538
14
(669)
157,883
Total investments
$327,640
$14
$(860)
$326,794
as of june 30 2018 the group ’ s investments consisted of the following : .
as of june 30 2018 the group had $ 323 .
1 million of investments which were classified as short-term investments on the group ’ s consolidated statements of financial position .
additionally the group had certificates of deposit and time deposits totaling $ 3 .
6 million which were classified as long-term and were included in other non- current assets on the group ’ s consolidated statements of financial position .

Question: Based on amortized cost, what is the percentage constitution of Agency securities among the total investments?
Answer: 6.74
2019
2018
Cash flows from operating activities
7,958
7,384
Capital expenditures
(3,988)
(3,971)
Cash dividends paid on preferred shares
(147)
(149)
Cash dividends paid by subsidiaries to NCI
(65)
(16)
Acquisition and other costs paid
60
79
Voluntary DB pension plan contribution
–
240
Free cash flow
3,818
3,567
free cash flow and dividend payout ratio .
the terms free cash flow and dividend payout ratio do not have any standardized meaning under ifrs .
therefore they are unlikely to be comparable to similar measures presented by other issuers .
we define free cash flow as cash flows from operating activities excluding acquisition and other costs paid -which include significant litigation costs and voluntary pension funding less capital expenditures preferred share dividends and dividends paid by subsidiaries to nci .
we exclude acquisition and other costs paid and voluntary pension funding because they affect the comparability of our financial results and could potentially distort the analysis of trends in business performance .
excluding these items does not imply they are non-recurring .
we consider free cash flow to be an important indicator of the financial strength and performance of our businesses because it shows how much cash is available to pay dividends on common shares repay debt and reinvest in our company .
we believe that certain investors and analysts use free cash flow to value a business and its underlying assets and to evaluate the financial strength and performance of our businesses .
the most comparable ifrs financial measure is cash flows from operating activities .
we define dividend payout ratio as dividends paid on common shares divided by free cash flow .
we consider dividend payout ratio to be an important indicator of the financial strength and performance of our businesses because it shows the sustainability of the company ’ s dividend payments .
the following table is a reconciliation of cash flows from operating activities to free cash flow on a consolidated basis .

Question: What is the change in cash flows from operating activities?
Answer: 574
Fiscal Year Ended August 31,
Fiscal Year Ended August 31,
Fiscal Year Ended August 31,
2019
2018
2017(2)
Employee severance and benefit costs
$16,029
$16,269
$56,834
Lease costs
(41)
1,596
3,966
Asset write-off costs
(3,566)
16,264
94,346
Other costs
13,492
2,773
5,249
Total restructuring and related charges(1)
$25,914
$36,902
$160,395
14 .
restructuring and related charges .
following is a summary of the company ’ s restructuring and related charges -in thousands : .
-1 includes $ 21 .
5 million $ 16 .
3 million and $ 51 .
3 million recorded in the ems segment $ 2 .
6 million $ 16 .
6 million and $ 82 .
4 million recorded in the dms segment and $ 1 .
8 million $ 4 .
0 million and $ 26 .
7 million of non-allocated charges for the fiscal years ended august 31 2019 2018 and 2017 respectively .
except for asset write-off costs all restructuring and related charges are cash settled .
-2 fiscal year ended august 31 2017 includes expenses related to the 2017 and 2013 restructuring plans .

Question: What did the amounts in fiscal year ended August 31, 2017 include?
Answer: expenses related to the 2017 and 2013 Restructuring Plans.
(In millions)
Blue Coat
LifeLock
Total
Goodwill
$4,084
$1,397
$5,481
Intangible assets
1,608
1,247
2,855
Net liabilities assumed
(1,019)
(361)
(1,380)
Total purchase price
$4,673
$2,283
$6,956
fiscal 2017 acquisitions .
on august 1 2016 we acquired all of the outstanding common stock of blue coat inc .
-blue coat a provider of advanced web security solutions for global enterprises and governments .
the addition of blue coat ’ s suite of network and cloud security products to our innovative enterprise security product portfolio has enhanced our threat protection and information protection products while providing us with complementary products such as advanced web and cloud security solutions that address the network and cloud security needs of enterprises .
on february 9 2017 we completed the acquisition of lifelock inc .
-lifelock a provider of proactive identity theft protection services for consumers and consumer risk management services for enterprises .
lifelock ’ s services are provided on a monthly or annual subscription basis and provide identification and notification of identity-related and other events and assist users in remediating their impact .
the total consideration for the acquisitions net of cash acquired consisted of the following : .

Question: What is the difference in Total purchase price between Blue Coat and LifeLock?
Answer: 2390
Year Ended June 30,
2019
2018
2017
Federal statutory rate
21.0%
28.1%
35.0%
Effect of:
Foreign earnings taxed at lower rates
(4.1)%
(7.8)%
(11.6)%
Impact of the enactment of the TCJA
0.4%
37.7%
0%
Phone business losses
0%
0%
(5.7)%
Impact of intangible property transfers
(5.9)%
0%
0%
Foreign-derived intangible income deduction
(1.4)%
0%
0%
Research and development credit
(1.1)%
(1.3)%
(0.9)%
Excess tax benefits relating to stock-based compensation
(2.2)%
(2.5)%
(2.1)%
Interest, net
1.0%
1.2%
1.4%
Other reconciling items, net
2.5%
(0.8)%
(1.3)%
Effective rate
10.2%
54.6%
14.8%
effective tax rate .
the items accounting for the difference between income taxes computed at the u .
s .
federal statutory rate and our effective rate were as follows : .
the decrease from the federal statutory rate in fiscal year 2019 is primarily due to a $ 2 .
6 billion net income tax benefit related to intangible property transfers and earnings taxed at lower rates in foreign jurisdictions resulting from producing and distributing our products and services through our foreign regional operations centers in ireland singapore and puerto rico .
the increase from the federal statutory rate in fiscal year 2018 is primarily due to the net charge related to the enactment of the tcja in the second quarter of fiscal year 2018 offset in part by earnings taxed at lower rates in foreign jurisdictions .
the decrease from the federal statutory rate in fiscal year 2017 is primarily due to earnings taxed at lower rates in foreign jurisdictions .
our foreign regional operating centers in ireland singapore and puerto rico which are taxed at rates lower than the u .
s .
rate generated 82 % 87 % and 76 % of our foreign income before tax in fiscal years 2019 2018 and 2017 respectively .
other reconciling items net consists primarily of tax credits gilti and u .
s .
state income taxes .
in fiscal years 2019 2018 and 2017 there were no individually significant other reconciling items .
the decrease in our effective tax rate for fiscal year 2019 compared to fiscal year 2018 was primarily due to the net charge related to the enactment of the tcja in the second quarter of fiscal year 2018 and a $ 2 .
6 billion net income tax benefit in the fourth quarter of fiscal year 2019 related to intangible property transfers .
the increase in our effective tax rate for fiscal year 2018 compared to fiscal year 2017 was primarily due to the net charge related to the enactment of the tcja and the realization of tax benefits attributable to previous phone business losses in fiscal year 2017 .

Question: How many items accounted for the difference between income taxes computed at the US federal statutory rate and the company's effective rate?
Answer: 9
Fiscal 2019
Fiscal 2018
$
$
(in thousands)
(in thousands)
Audit Fees
1,133
764
Audit-Related Fees
—
—
Tax Fees
—
—
All Other Fees
3
2
Total
1,136
766
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 " .

Question: What is the audit fees for fiscal 2019?
Answer: 1,133
As of
December 31, 2019
December 31, 2018
Amended Credit Agreement:  
Revolving Credit Facility due 2024, interest payable monthly at3 .30% and 3.77%, respectively
$800.0
$400.0
Term Loan “B” Facility due 2026, interest payable monthly at3 .80% and 4.27%, respectively
1,630.9
1,134.5
1.00% Notes due 2020 (1)
690.0
690.0
1.625% Notes due 2023 (2)
575.0
575.0
Other long-term debt (3)
53.3
139.5
Gross long-term debt, including current maturities
3,749.2
2,939.0
Less: Debt discount (4)
(102.7)
(139.4)
Less: Debt issuance costs (5)
(34.0)
(33.5)
Net long-term debt, including current maturities
3,612.5
2,766.1
Less: Current maturities
(736.0)
(138.5)
 Net long-term debt
$2,876.5
$2,627.6
note 9 : long-term debt .
the company ' s long-term debt consists of the following -annualized interest rates dollars in millions : .
-1 interest is payable on june 1 and december 1 of each year at 1 .
00 % annually .
-2 interest is payable on april 15 and october 15 of each year at 1 .
625 % annually .
-3 consists of u .
s .
real estate mortgages term loans revolving lines of credit notes payable and other facilities at certain international locations where interest is payable weekly monthly or quarterly with interest rates between 1 .
00 % and 4 .
00 % and maturity dates between 2019 and 2022 .
-4 debt discount of $ 20 .
4 million and $ 41 .
6 million for the 1 .
00 % notes $ 71 .
8 million and $ 88 .
5 million for the 1 .
625 % notes and $ 10 .
5 million and $ 9 .
3 million for the term loan " b " facility in each case as of december 31 2019 and december 31 2018 respectively .
-5 debt issuance costs of $ 2 .
8 million and $ 5 .
8 million for the 1 .
00 % notes $ 6 .
9 million and $ 8 .
5 million for the 1 .
625 % notes and $ 24 .
3 million and $ 19 .
2 million for the term loan " b " facility in each case as of december 31 2019 and december 31 2018 respectively .

Question: How much Interest is payable on June 1 and December 1 of each year?
Answer: 1.00% annually.
April 30, 2019
Cost
Gross Unrealized Gains
Gross Unrealized Losses
Fair Market Value
Fixed income securities
$8,152
$71
$(24)
$8,199
April 30, 2018
Cost
Gross Unrealized Gains
Gross Unrealized Losses
Fair Market Value
Fixed income securities
$6,274
$10
$(135)
$6,149
8 .
marketable securities .
the cost gross unrealized gains gross unrealized losses and fair market value of available-for-sale securities at april 30 2019 and 2018 respectively were as follows -in thousands : .

Question: What is the average fair market value for 2018 and 2019?
Answer: 7174