trismik/FinRAG huggingface dataset:
NOTE 7 – PROPERTY AND EQUIPMENT
Property and equipment consist of the following (in thousands):
Depreciation expense was $8.6 million, $8.0 million, and $8.4 million in fiscal years ended February 28, 2019, 2018 and 2017, respectively.
Fixed assets not yet in service consist primarily of capitalized internal-use software and certain tooling and other equipment that have not been placed into service.

February 28,
2019
2018
Leasehold improvements
$3,522
$3,157
LoJack system components and law enforcement
tracking units
20,326
20,558
Plant equipment and tooling
13,078
16,842
Office equipment, computers and furniture
11,553
14,206
Software
31,349
31,427
79,828
86,190
Less accumulated depreciation and amortization
(58,641)
(69,585)
21,187
16,605
Fixed assets not yet in service
5,836
4,657
$27,023
$21,262


Question: Analyse this data from a financial earnings document. What are leasehold improvements in 2019 as a percentage of the total property equipment before depreciation, amortization and fixed assets not in service?
Choices:
-4.41
4.41
205.47
3.95
2266.55
Correct choice index: 1
Net cash from operating activities. Net cash from operating activities is the sum of (i) net income (loss) adjusted for non-cash items and (ii) changes in net working capital. The net cash from operating activities in 2019 was $1,869 million, increasing compared to $1,845 million in the prior year, mainly due to more favorable changes in net working capital, compensating lower net income.
Net cash used in investing activities. Investing activities used $1,172 million of cash in 2019, decreasing from $1,212 million in the prior year. Payments for purchase of tangible assets, net of proceeds, totaled $1,174 million, compared to $1,262 million registered in the prior-year period. The 2019 numbers also included the proceeds from matured marketable securities of $200 million and the net cash outflow of $127 million for the acquisition of Norstel.
Net cash used in financing activities. Net cash used in financing activities was $343 million for 2019, compared to the $122 million used in 2018. The 2019 amount included $281 million proceeds from long-term debt, $144 million of long-term debt repayment, $250 million of repurchase of common stock and $214 million of dividends paid to stockholders.

Year Ended December 31,
2019
2018
2017
(In millions)
Net cash from operating activities
$1,869
$1,845
$1,677
Net cash used in investing activities
(1,172)
(1,212)
(1,468)
Net cash used in financing activities
(343)
(122)
(106)
Effect of changes in exchange rates
(13)
(4)
27
Net cash increase
$341
$507
$130


Question: Analyse this data from a financial earnings document. What is the increase/ (decrease) in Net cash from operating activities from the period 2017 to 2019?
Choices:
192000
192
168
2212
24
Correct choice index: 1
A discussion of operating income by reportable segment is presented below (in millions):
AMER. Operating income increased $19.2 million in fiscal 2019 as compared to fiscal 2018, primarily as a result of the increase in net sales and a positive shift in customer mix, partially offset by increased fixed costs to support new program ramps.
APAC. Operating income decreased $5.7 million in fiscal 2019 as compared to fiscal 2018, primarily as a result of a negative shift in customer mix and increased fixed costs to support new program ramps, partially offset by the increase in net sales.
EMEA. Operating income increased $3.0 million in fiscal 2019 as compared to fiscal 2018 primarily as a result of the increase in net sales and a positive shift in customer mix, partially offset by increased fixed costs to support new program ramps.
Other expense. Other expense for fiscal 2019 increased $5.4 million as compared to fiscal 2018. The increase in other expense for fiscal 2019 was primarily due to a $2.7 million decrease in interest income as a result of lower cash balances and a $1.5 million increase in factoring fees related to the Company's accounts receivable sale programs.

2019
2018
Operating income (loss):
AMER 
$57.8
$38.6
APAC 
208.2
213.9
EMEA 
4.5
1.5
Corporate and other costs 
(128.4)
(135.7)
Total operating income
$142.1
$118.3


Question: Analyse this data from a financial earnings document. What was the difference in operating income in 2019 between APAC and AMER?
Choices:
156.1
202.5
150.4
-52.4
89.9
Correct choice index: 2
Summary Disclosures about Contractual Obligations and Commercial Commitments
Our material capital commitments consist of obligations under facilities and operating leases. Some of these leases have free or escalating rent payment provisions. We recognize rent expense under leases on a straight-line basis. We anticipate that we will experience an increase in our capital expenditures and lease commitments as a result of our anticipated growth in operations, infrastructure, personnel and resources devoted to building our brand name.
The following table summarizes our obligations as of March 31, 2019 (dollars in thousands):
We generally do not enter into binding purchase obligations. The purchase obligations above relate primarily to marketing and IT services. The contractual obligations table above excludes unrecognized tax benefits, plus related interest and penalties totaling $1.1 million because we cannot reasonably estimate in which future periods these amounts will ultimately be settled.
We have certain software royalty commitments associated with the shipment and licensing of certain products. Royalty expense is generally based on a fixed cost per unit shipped or a fixed fee for unlimited units shipped over a designated period. Royalty expense, included in cost of software and products revenues was $12.3 million in fiscal 2019 and $4.5 million million in fiscal 2018.
We offer a 90-day limited product warranty for our software. To date, costs relating to this product warranty have not been material.

Payments Due by Period
Total
Less Than 1 Year
2-3 Years
4-5 Years
More Than 5 Years
Operating lease obligations
$23,673
$9,008
$10,907
$2,827
$931
Purchase obligations
20,520
16,748
3,669
103
—
Total
$44,193
$25,756
$14,576
$2,930
$931


Question: Analyse this data from a financial earnings document. What is the amount of purchase obligations due in the next 3 years?
Choices:
20417000000
20417
13079
3681
16750
Correct choice index: 1
18. Reconciliation of net cash flow from operating activities
The table below shows how our (loss)/profit for the year from continuing operations translates into cash flows generated from our operating activities.

2019
2018
2017
Notes
€m
€m
€m
(Loss)/profit for the financial year
(7,644)
2,788
(6,079)
Loss from discontinued operations
7
3,535
1,969
4,107
(Loss)/profit for the financial year from continuing operations
(4,109)
4,757
(1,972)
Non-operating expense
7
32
1
Investment income
(433)
(685)
(474)
Financing costs
2,088
1,074
1,406
Income tax expense/(credit)
6
1,496
(879)
4,764
Operating (loss)/profit
(951)
4,299
3,725
Adjustments for:
Share-based payments and other non-cash charges
147
128
95
Depreciation and amortisation
10, 11
9,795
10,409
11,086
Loss on disposal of property, plant and equipment and intangible assets
3
33
36
22
Share of result of equity accounted associates and joint ventures
908
59
(47)
Impairment losses
4
3,525
–
–
Other expense/(income)
148
(213)
(1,052)
(Increase)/decrease in inventory
(131)
(26)
117
(Increase)/decrease in trade and other receivables
14
(31)
(1,118)
308
Increase/(decrease) in trade and other payables
15
739
286
(473)
Cash generated by operations
14,182
13,860
13,781
Net tax paid
(1,131)
(1,118)
(761)
Cash flows from discontinued operations
(71)
858
1,203
Net cash flow from operating activities
12,980
13,600
14,223


Question: Analyse this data from a financial earnings document. What is the average net cash flow from operating activities between 2017 and 2018?
Choices:
13911.5
1
-311.5
27823
1854.9
Correct choice index: 0
(8) Computer Software
Computer software, net consists of the following (in millions):
In the fourth quarter of 2019, we entered into agreements to acquire software in exchange for a combination of cash consideration and certain of our products and services. The software was acquired for $32.0 million, of which software valued at $6.5 million was received as of December 31, 2019 and resulted in non-cash investing activity of $4.8 million.

December 31,
2019
2018
Internally developed software
$808.2
$746.0
Purchased software
78.9
60.7
Computer software
887.1
806.7
Accumulated amortization
(481.1)
(401.1)
Computer software, net
$406.0
$405.6


Question: Analyse this data from a financial earnings document. What was the change in purchased software between 2018 and 2019?
Choices:
18.2
826.4
-18.2
344.9
4789.2
Correct choice index: 0
stock performance graph the following graph compares the most recent five-year performance of the company 2019s common stock with ( 1 ) the standard & poor 2019s ( s&p ) 500 ae index , ( 2 ) the s&p 500 ae materials index , a group of 25 companies categorized by standard & poor 2019s as active in the 201cmaterials 201d market sector , ( 3 ) the s&p aerospace & defense select industry index , a group of 33 companies categorized by standard & poor 2019s as active in the 201caerospace & defense 201d industry and ( 4 ) the s&p 500 ae industrials index , a group of 69 companies categorized by standard & poor 2019s as active in the 201cindustrials 201d market sector .
the graph assumes , in each case , an initial investment of $ 100 on december 31 , 2013 , and the reinvestment of dividends .
historical prices prior to the separation of alcoa corporation from the company on november 1 , 2016 , have been adjusted to reflect the value of the separation transaction .
the graph , table and related information shall not be deemed to be 201cfiled 201d with the sec , nor shall such information be incorporated by reference into future filings under the securities act of 1933 or securities exchange act of 1934 , each as amended , except to the extent that the company specifically incorporates it by reference into such filing .
please note that the company intends to replace the s&p 500 ae materials index with the s&p aerospace & defense select industry index and the s&p 500 ae industrials index in subsequent stock performance graphs .
we believe that the companies and industries represented in the s&p aerospace & defense select industry index and the s&p 500 ae industrials index better reflect the markets in which the company currently participates .
all three indices are represented in the graph below .
arconic inc .
s&p 500 s&p materials s&p aerospace & defense s&p industrials cumulative total return based upon an initial investment of $ 100 at december 31 , 2013 with dividends reinvested 12/13 12/14 12/15 12/16 12/17 12/18 period ending copyright a9 2019 standard & poor's , a division of s&p global .
all rights reserved. .

As of December 31,
2013
2014
2015
2016
2017
2018
Arconic Inc.
$100
$149.83
$94.62
$80.22
$119.02
$74.47
S&P 500<sup>®</sup>Index
100
113.69
115.26
129.05
157.22
150.33
S&P 500<sup>®</sup>Materials Index
100
106.91
97.95
114.30
141.55
120.74
S&P Aerospace & Defense Select Industry Index
100
111.43
117.49
139.70
197.50
181.56
S&P 500<sup>®</sup>Industrials Index
100
109.83
107.04
127.23
153.99
133.53

s&p 500 ae index 100 113.69 115.26 129.05 157.22 150.33 s&p 500 ae materials index 100 106.91 97.95 114.30 141.55 120.74 s&p aerospace & defense select industry index 100 111.43 117.49 139.70 197.50 181.56 s&p 500 ae industrials index 100 109.83 107.04 127.23 153.99 133.53 .

Question: Analyse this data from a financial earnings document. considering one year of investment , what is the variation between the return provided by arconic inc . and the one provided by s&p 500 aeindustrials index?
Choices:
-0.4
0.4
1.5
14981.9
148.7
Correct choice index: 1
NOTE 9. ACCOUNTS RECEIVABLE
A significant percentage of our accounts receivable is derived from sales to a limited number of large multinational semiconductor device manufacturers located throughout the world. In order to monitor potential expected credit losses, we perform ongoing credit evaluations of our customers’ financial condition.
The carrying amount of accounts receivable is as follows:

December 31,
2018
2019
Current
154,607
171,866
Overdue <30 days
8,802
19,977
Overdue 31-60 days
2,258
2,076
Overdue 61-120 days
3,507
1,599
Overdue >120 days
4,276
4,017
Total
173,450
199,535


Question: Analyse this data from a financial earnings document. What is the change in current carrying amount of accounts receivable for 2018 to 2019?
Choices:
326473
17259
-17259
17289
-153008
Correct choice index: 1
marathon oil corporation notes to consolidated financial statements ( g ) this obligation relates to a lease of equipment at united states steel 2019s clairton works cokemaking facility in pennsylvania .
we are the primary obligor under this lease .
under the financial matters agreement , united states steel has assumed responsibility for all obligations under this lease .
this lease is an amortizing financing with a final maturity of 2012 .
( h ) these notes are senior secured notes of marathon oil canada corporation .
the notes are secured by substantially all of marathon oil canada corporation 2019s assets .
in january 2008 , we provided a full and unconditional guarantee covering the payment of all principal and interest due under the senior notes .
( i ) these obligations as of december 31 , 2009 include $ 36 million related to assets under construction at that date for which a capital lease will commence upon completion of construction .
the amounts currently reported are based upon the percent of construction completed as of december 31 , 2009 and therefore do not reflect future minimum lease obligations of $ 164 million related to the asset .
( j ) payments of long-term debt for the years 2010 - 2014 are $ 102 million , $ 246 million , $ 1492 million , $ 287 million and $ 802 million .
united steel is due to pay $ 17 million in 2010 , $ 161 million in 2011 , $ 19 million in 2012 , and $ 11 for year 2014 .
( k ) in the event of a change in control , as defined in the related agreements , debt obligations totaling $ 662 million at december 31 , 2009 , may be declared immediately due and payable .
( l ) see note 16 for information on interest rate swaps .
20 .
asset retirement obligations the following summarizes the changes in asset retirement obligations : ( in millions ) 2009 2008 .

<i>(In millions)</i>
2009
2008
Asset retirement obligations as of January 1
$965
$1,134
Liabilities incurred, including acquisitions
14
30
Liabilities settled
(65)
(94)
Accretion expense (included in depreciation, depletion and amortization)
64
66
Revisions to previous estimates
124
24
Held for sale
-
(195)
Asset retirement obligations as of December 31<sup>(a)</sup>
$1,102
$965

asset retirement obligations as of december 31 ( a ) $ 1102 $ 965 ( a ) includes asset retirement obligation of $ 3 and $ 2 million classified as short-term at december 31 , 2009 , and 2008. .

Question: Analyse this data from a financial earnings document. by what percentage did asset retirement obligations increase from 2008 to 2009?
Choices:
-0.14197
0.14197
1102
156.44974
0
Correct choice index: 1
Segments
We are organized into two reportable operating segments: OLS and ILS. While both segments deliver cost-effective, highly reliable photonics solutions, OLS is focused on high performance laser sources and complex optical sub-systems, typically used in microelectronics manufacturing, medical diagnostics and therapeutic applications, as well as in scientific research. ILS delivers high performance laser sources, sub-systems and tools primarily used for industrial laser materials processing, serving important end markets like automotive, machine tool, consumer goods and medical device manufacturing.
The following table sets forth, for the periods indicated, the amount of net sales and their relative percentages of total net sales by segment (dollars in thousands):
Net sales for fiscal 2019 decreased $471.9 million, or 25%, compared to fiscal 2018, with decreases of $372.8 million, or 30%, in our OLS segment and decreases of $99.1 million, or 15%, in our ILS segment. The fiscal 2019 decreases in both OLS and ILS segment sales included decreases due to the unfavorable impact of foreign exchange rates.
The decrease in our OLS segment sales in fiscal 2019 was primarily due to weaker demand resulting in lower shipments of ELA tools used in the flat panel display market and lower revenues from consumable service parts.
The decrease in our ILS segment sales from fiscal 2018 to fiscal 2019 was primarily due to lower sales for materials processing and microelectronics applications, partially offset by higher sales for medical and military applications within the OEM components and instrumentation market.

Fiscal 2019
Fiscal 2018
Amount
Percentage of total net sales
Amount
Percentage of total net sales
OEM Laser Sources (OLS)
$886,676
62.0%
$1,259,477
66.2%
Industrial Lasers & Systems (ILS)
543,964
38.0%
643,096
33.8%
Total
$1,430,640
100.0%
$1,902,573
100.0%


Question: Analyse this data from a financial earnings document. What was the average amount of net sales for OLS in 2018 and 2019?
Choices:
1073076.5
21656.4
1073076500
-186400.5
629924.9
Correct choice index: 0
Employee Stock Purchase Plan
The weighted average estimated fair value, as defined by the amended authoritative guidance, of rights issued pursuant to the Company’s ESPP during 2019, 2018 and 2017 was $4.28, $5.18 and $6.02, respectively. Sales under the ESPP were 24,131 shares of common stock at an average price per share of $9.76 for 2019, 31,306 shares of common stock at an average price per share of $15.40 for 2018, and 38,449 shares of common stock at an average price per share of $12.04 for 2017.
As of December 29, 2019, 62,335 shares under the 2009 ESPP remained available for issuance. The Company recorded compensation expenses related to the ESPP of $60,000, $205,000 and $153,000 in 2019, 2018 and 2017, respectively.
The fair value of rights issued pursuant to the Company’s ESPP was estimated on the commencement date of each offering period using the following weighted average assumptions:
The methodologies for determining the above values were as follows:
• Expected term: The expected term represents the length of the purchase period contained in the ESPP.
• Risk-free interest rate: The risk-free interest rate assumption is based upon the risk-free rate of a Treasury Constant Maturity bond with a maturity appropriate for the term of the purchase period.
• Volatility: The Company determines expected volatility based on historical volatility of the Company’s common stock for the term of the purchase period.
• Dividend Yield: The expected dividend assumption is based on the Company’s intent not to issue a dividend under its dividend policy.

Fiscal Years
2019
2018
2017
Expected life (months)
6.0
6.0
6.1
Risk-free interest rate
2.37%
2.26%
1.22%
Volatility
54%
50%
53%


Question: Analyse this data from a financial earnings document. What is the average risk-free interest rate of the company's ESPP in 2017 and 2018?
Choices:
1.48
0.57
1.74
6.44
0.62
Correct choice index: 2
system energy resources , inc .
management 2019s financial discussion and analysis also in addition to the contractual obligations , system energy has $ 382.3 million of unrecognized tax benefits and interest net of unused tax attributes and payments for which the timing of payments beyond 12 months cannot be reasonably estimated due to uncertainties in the timing of effective settlement of tax positions .
see note 3 to the financial statements for additional information regarding unrecognized tax benefits .
in addition to routine spending to maintain operations , the planned capital investment estimate includes specific investments and initiatives such as the nuclear fleet operational excellence initiative , as discussed below in 201cnuclear matters , 201d and plant improvements .
as a wholly-owned subsidiary , system energy dividends its earnings to entergy corporation at a percentage determined monthly .
sources of capital system energy 2019s sources to meet its capital requirements include : 2022 internally generated funds ; 2022 cash on hand ; 2022 debt issuances ; and 2022 bank financing under new or existing facilities .
system energy may refinance , redeem , or otherwise retire debt prior to maturity , to the extent market conditions and interest and dividend rates are favorable .
all debt and common stock issuances by system energy require prior regulatory approval .
debt issuances are also subject to issuance tests set forth in its bond indentures and other agreements .
system energy has sufficient capacity under these tests to meet its foreseeable capital needs .
system energy 2019s receivables from the money pool were as follows as of december 31 for each of the following years. .

2016
2015
2014
2013
(In Thousands)
$33,809
$39,926
$2,373
$9,223

see note 4 to the financial statements for a description of the money pool .
the system energy nuclear fuel company variable interest entity has a credit facility in the amount of $ 120 million scheduled to expire in may 2019 .
as of december 31 , 2016 , $ 66.9 million in letters of credit were outstanding under the credit facility to support a like amount of commercial paper issued by the system energy nuclear fuel company variable interest entity .
see note 4 to the financial statements for additional discussion of the variable interest entity credit facility .
system energy obtained authorizations from the ferc through october 2017 for the following : 2022 short-term borrowings not to exceed an aggregate amount of $ 200 million at any time outstanding ; 2022 long-term borrowings and security issuances ; and 2022 long-term borrowings by its nuclear fuel company variable interest entity .
see note 4 to the financial statements for further discussion of system energy 2019s short-term borrowing limits. .

Question: Analyse this data from a financial earnings document. for the period from 2013 to 2016 , what was the combined balance ( in thousands ) for money pool receivables?\\n
Choices:
83159
79214
92181
73735
85331.0
Correct choice index: 4
Revenue
Revenue was $5,517.9 million and $5,878.3 million for 2019 and 2018, respectively. The decrease of $360.4 million, or 6.1% was primarily attributable to an 8.2%, 4.8% and 1.5% decrease in revenue in PSG, ASG and ISG, respectively, which is further explained below. Revenue by reportable segment for each were as follows (dollars in millions):
(1) Certain of the amounts may not total due to rounding of individual amounts.
Revenue from PSG
Revenue from PSG decreased by $249.9 million, or approximately 8%, which was due to a combination of a decrease in volume of products sold and a competitive pricing environment. The revenue in our Protection and Signal Division, Integrated Circuits Division, and High Power Division, decreased by $106.5 million, $96.6 million and $91.5 million, respectively. This was partially offset by an increase in revenue of $30.1 million and $15.0 million from our Foundry Services and Power Mosfet Division, respectively.
Revenue from ASG
Revenue from ASG decreased by $98.9 million, or approximately 5%, which was also due to a combination of a decrease in volume of products sold and a competitive pricing environment. The revenue in our Industrial and Offline Power Division and our Signal Processing, Wireless and Medical Division, decreased by $100.5 million and $56.4 million, respectively. This was partially offset by $84.8 million of revenue from Quantenna, which was acquired during 2019.
Revenue from ISG
Revenue from ISG decreased by $11.6 million, or 1.5%, which was due to a decrease in our Industrial Sensing Division revenue of $20.8 million, primarily due to decreased demand, which was partially offset by an increase in revenue in other divisions.

2019
As a % of Revenue (1)
2018
As a % of Revenue (1)
PSG
$ 2,788.3
50.5 %
$ 3,038.2
51.7 %
ASG
1,972.3
35.7 %
2,071.2
35.2 %
ISG
757.3
13.7 %
768.9
13.1 %
Total revenue
$ 5,517.9
$ 5,878.3


Question: Analyse this data from a financial earnings document. What is the change in revenue from PSG from 2018 to 2019?
Choices:
2538.4
-249.9
249.9
2767.5
816
Correct choice index: 1