FangyuLei/tatqa huggingface dataset:
2019
2018
%
%
Equity instruments
53.9
58.5
Debt instruments
18.6
22.5
Real estate
10.8
3.5
Cash and cash equivalents
3.7
3.0
Other
13.0
12.5
Total
100.0
100.0
the average duration of the defined benefit obligation at the end of the reporting period is 6 .
8 years -2018 : 6 .
3 years which relates wholly to active participants .
the plan invests entirely in pooled superannuation trust products where prices are quoted daily .
the asset allocation of the plan has been set taking into account the membership profile the liquidity requirements of the plan and risk appetite of the group .
the percentage invested in each asset class is as follows : .

Question: What factors are taken into consideration when setting the asset allocation of the plan?
Answer: the membership profile, the liquidity requirements of the plan, and risk appetite of the Group.
Year ended March 31,
Year ended March 31,
2019
2018
Beginning balance
$6,164
$4,931
Additions based on tax positions related to current year
164
142
Additions for tax positions of prior years
231
1,444
Reductions due to change in foreign exchange rate  
(301)
(353)
Expiration of statutes of limitation
(165)
—
Reductions due to settlements with tax authorities
(77)
—
Ending balance
$6,016
$6,164
a reconciliation of the beginning and ending amount of unrecognized tax benefits is as follows : .
interest and penalty charges if any related to uncertain tax positions are classified as income tax expense in the accompanying consolidated statements of operations .
as of march 31 2019 and 2018 the company had immaterial accrued interest or penalties related to uncertain tax positions .
the company is subject to taxation in the united kingdom and several foreign jurisdictions .
as of march 31 2019 the company is no longer subject to examination by taxing authorities in the united kingdom for years prior to march 31 2017 .
the significant foreign jurisdictions in which the company operates are no longer subject to examination by taxing authorities for years prior to march 31 2016 .
in addition net operating loss carryforwards in certain jurisdictions may be subject to adjustments by taxing authorities in future years when they are utilized .
the company had approximately $ 24 .
9 million of unremitted foreign earnings as of march 31 2019 .
income taxes have been provided on approximately $ 10 .
0 million of the unremitted foreign earnings .
income taxes have not been provided on approximately $ 14 .
9 million of unremitted foreign earnings because they are considered to be indefinitely reinvested .
the tax payable on the earnings that are indefinitely reinvested would be immaterial .

Question: What was the average Additions for tax positions of prior years for 2018 and 2019?
Answer: 837.5
2019
2018
(in millions)
(in millions)
Semiconductor Test
$543.2
$367.5
System Test
206.0
149.5
Wireless Test
42.9
32.0
Industrial Automation
17.9
19.7
$810.0
$568.7
backlog .
at december 31 2019 and 2018 our backlog of unfilled orders in our four reportable segments was as follows : .
customers may delay delivery of products or cancel orders suddenly and without advanced notice subject to possible cancellation penalties .
due to possible customer changes in delivery schedules and cancellation of orders our backlog at any particular date is not necessarily indicative of the actual sales for any succeeding period .
delays in delivery schedules or cancellations of backlog during any particular period could have a material adverse effect on our business financial condition or results of operations .

Question: What was the percentage change in Wireless Test in 2019 from 2018?
Answer: 34.06
2019 Performance Period
Revenue Performance Goal(in millions)
Operating Margin Performance Goal
Q1
$199.5
8.1%
Q2
$211.7
8.3%
Q3
$227.3
9.6%
Q4
$243.2
10.8%
1 .
2019 performance periods and performance goals .
for the calendar year 2019 there are four quarterly performance periods ending on march 31 june 30 september 30 and december 31 2019 -each a “ 2019 performance period ” .
for each of the four 2019 performance periods there are two equally weighted -50 % each performance goals -each a “ 2019 performance goal ” : revenue and operating margin -each as defined below .
the chart below set forth the revenue and operating margin performance goals for the four 2019 performance periods .
“ revenue ” means as to each of the 2019 performance periods the company ’ s net revenues generated from third parties including both services revenues and product revenues as defined in the company ’ s form 10-k filed for the calendar year ended december 31 2018 .
net revenue is defined as gross sales less any pertinent discounts refunds or other contra-revenue amounts as presented on the company ’ s press releases reporting its quarterly financial results .
“ operating margin ” means as to each of the 2019 performance periods the company ’ s non-gaap operating income divided by its revenue .
non-gaap operating income means the company ’ s revenues less cost of revenues and operating expenses excluding the impact of stock-based compensation expense amortization of acquisition related intangibles legal settlement related charges and as adjusted for certain acquisitions as presented on the company ’ s press releases reporting its quarterly financial results .

Question: What is the value of the company's Q1 revenue performance goal as a percentage of its Q2 performance goal?
Answer: 94.24
(Dollars in Millions)
April 27, 2019
April 28, 2018
Net Change ($)
Net Change (%)
Net Sales
$1.1
$0.3
$0.8
266.7 %
Gross Profit
$(2.8)
$(3.5)
$0.7
20.0 %
Loss from Operations
$(8.6)
$(11.4)
$2.8
24.6 %
interface segment results .
below is a table summarizing results for the fiscal years ended : .
net sales .
interface segment net sales decreased $ 15 .
5 million or 21 .
2 % to $ 57 .
7 million in fiscal 2019 compared to $ 73 .
2 million in fiscal 2018 .
net sales decreased primarily due to the timing of a major appliance program and reduced sales volumes of legacy data-solution products .
gross profit .
interface segment gross profit decreased $ 6 .
5 million or 45 .
5 % to $ 7 .
8 million in fiscal 2019 compared to $ 14 .
3 million in fiscal 2018 .
gross profit margin decreased to 13 .
5 % in fiscal 2019 from 19 .
5 % in fiscal 2018 .
the decrease primarily relates to lower sales volumes of our appliance products and lower sales volumes and unfavorable sales mix of our data solutions products partially offset by lower cost of products purchased from mexico as a result of the weakening of the mexican peso .
income -loss from operations .
interface segment income from operations decreased $ 6 .
3 million or 105 .
0 % to a loss of $ 0 .
3 million in fiscal 2019 compared to income of $ 6 .
0 million in fiscal 2018 .
the decrease was due to lower gross profit .

Question: In which period was net sales greater than 70 million?
Answer: 2018
Year Ended December 31, 2018
First Quarter
Second Quarter
Third Quarter
Fourth Quarter
Total
Total revenue
$85,326
$105,704
$113,912
$109,731
$414,673
Cost of revenue (exclusive of depreciation and amortization)
36,130
33,765
35,374
55,170
160,439
Total costs and expenses
61,749
58,896
59,655
81,583
261,883
Operating profit
23,577
46,808
54,257
28,148
152,790
Total other income (expense), net
(4,973)
(4,398)
(5,170)
(4,735)
(19,276)
Income before income tax expense (benefit)
18,604
42,410
49,087
23,413
133,514
Net income
18,604
40,816
45,712
22,848
127,980
Less: Net income attributable to noncontrolling interests
18,604
35,266
33,711
16,143
103,724
Net income attributable to GreenSky, Inc.
N/A
5,550
12,001
6,705
24,256
Earnings per share of Class A common stock:
Basic
N/A
$0.10
$0.21
$0.12
$0.43
Diluted(1)
N/A
$0.09
$0.20
$0.11
$0.41
greensky inc .
notes to consolidated financial statements — -continued -united states dollars in thousands except per share data unless otherwise stated .
note 18 .
quarterly consolidated results of operations data -unaudited .
the following table sets forth our quarterly consolidated results of operations data for each of the eight quarters in the period ended december 31 2019 .
gs holdings is our predecessor for accounting purposes and accordingly amounts prior to the reorganization transactions and ipo represent the historical consolidated operations of gs holdings and its subsidiaries .
the amounts during the period from may 24 2018 through december 31 2018 represent those of consolidated greensky inc .
and its subsidiaries .
basic and diluted earnings per share of class a common stock is applicable only for the period from may 24 2018 through december 31 2018 which is the period following the reorganization transactions and ipo .
prior to the reorganization transactions and ipo greensky inc .
did not engage in any business or other activities except in connection with its formation and initial capitalization .
see note 1 for further information on our organization and see note 2 for further information on our earnings per share .
-1 year-to-date results may not agree to the sum of individual quarterly results due to rounding .

Question: What was the total costs and expenses?
Answer: 261,883
December 31,
December 31,
2019
2018
(in thousands)
(in thousands)
Working capital
$115,208
110,044
Cash and cash equivalents
$92,708
$73,142
Short-term restricted cash
349
645
Long-term restricted cash
60
404
Total cash and cash equivalents, restricted cash and investments
$93,117
74,191
liquidity and capital resources .
as of december 31 2019 we had cash and cash equivalents of $ 92 .
7 million restricted cash of $ 0 .
4 million and net accounts receivable of $ 50 .
4 million .
additionally as of december 31 2019 our working capital was $ 115 .
2 million .
our primary uses of cash are to fund operating expenses purchases of inventory property and equipment intangible assets and from time to time the acquisition of businesses .
we also use cash to pay down outstanding debt .
our cash and cash equivalents are impacted by the timing of when we pay expenses as reflected in the change in our outstanding accounts payable and accrued expenses .
cash used to fund operating expenses in our consolidated statements of cash flows excludes the impact of non-cash items such as stock-based compensation amortization and depreciation of acquired intangible assets leased right-of-use assets and property and equipment and impairment of intangible assets and long-lived assets .
cash used to fund acquisitions of businesses and other capital purchases is included in investing activities in our consolidated statements of cash flows .
our primary sources of cash are cash receipts on accounts receivable from our shipment of products to distributors and direct customers .
aside from the amounts billed to our customers net cash collections of accounts receivable are impacted by the efficiency of our cash collections process which can vary from period to period depending on the payment cycles of our major distributor customers and relative linearity of shipments period-to-period .
our credit agreement under which we entered into a term loan to partially fund our acquisition of exar permits us to request incremental loans in an aggregate principal amount not to exceed the sum of $ 160 .
0 million -subject to adjustments for any voluntary prepayments plus an unlimited amount that is subject to pro forma compliance with certain secured leverage ratio and total leverage ratio tests .
we have not requested any incremental loans to date .
following is a summary of our working capital cash and cash equivalents and restricted cash for the periods indicated : .

Question: What was the respective working capital in 2019 and 2018?
Answer: 115,208 110,044
As of December 31, 2019
As of December 31, 2018
Unbilled receivables
$142.3
$126.1
Prepaid income tax
185.8
125.1
Value added tax and other consumption tax receivables
71.3
86.3
Prepaid assets
56.8
40.5
Prepaid operating ground leases
—
165.0
Other miscellaneous current assets
57.4
78.2
Prepaid and other current assets
$513.6
$621.2
american tower corporation and subsidiaries notes to consolidated financial statements -tabular amounts in millions unless otherwise disclosed .
2 .
prepaid and other current assets .
prepaid and other current assets consisted of the following : .
the reduction in prepaid operating ground leases is a result of the reclassification of assets to the right-of-use asset in connection with the company ’ s adoption of the new lease accounting standard .

Question: What was the percentage change in Prepaid and other current assets between 2018 and 2019?
Answer: -17.32
Year Ended December 31,
Year Ended December 31,
Change
Change
2019
2018
$
%
(dollars in thousands)
(dollars in thousands)
(dollars in thousands)
(dollars in thousands)
Other expense, net
$ 4,597
$ 4,628
$ (31)
(0.7)%
% of revenue
2%
3%
other income -expense net .
other expense net decreased by $ 31 thousand in 2019 compared to 2018 as a result of the recognition of a $ 1 .
4 million loss on extinguishment related to the partial repurchase of our 2022 notes and a $ 1 .
1 million increase in interest expense related to our convertible senior notes offset by an increase of $ 2 .
7 million of interest income earned on our investment as a result of proceeds invested from our convertible note and common stock offerings .

Question: What was the increase in interest income?
Answer: $2.7 million
€ million
2017/2018
2018/2019
Interest income
27
29
thereof finance leases
(0)
(0)
thereof from post-employment benefits plans
(5)
(7)
thereof from financial instruments of the measurement categories according to IFRS 9 (previous year: IAS39):
(16)
(12)
Interest expenses
−163
−148
thereof finance leases
(−51)
(−49)
thereof from post-employment benefits plans
(−16)
(−15)
thereof from financial instruments of the measurement categories according to IFRS9 (previous year: IAS39)
(−79)
(−69)
Interest result
−136
−119
9 .
net interest income / interest expenses .
the interest result can be broken down as follows : .
interest income and interest expenses from financial instruments are assigned to the measurement categories according to ifrs 9 on the basis of the underlying transactions .
the interest expenses included here -of the measurement categories in accordance with ifrs 9 primarily include interest expenses for issued bonds -including the commercial paper programme of € 41 million -2017 / 18 : € 55 million and for liabilities to banks of € 19 million -2017 / 18 : € 12 million .
the decline in interest expenses was primarily the result of more favourable refinancing terms .

Question: What are Interest income and interest expenses from financial instrument assigned to?
Answer: assigned to the measurement categories according to IFRS 9 on the basis of the underlying transactions.
Fiscal 2018
Fiscal 2017
% Change
(in millions)
(in millions)
(in millions)
Sales
$ 670.7
$  578.6
16 %
Operating income
60.4
39.8
52
Adjusted EBITDA
73.3
48.8
50
cubic transportation systems .
sales : cts sales increased 16 % to $ 670 .
7 million in 2018 compared to $ 578 .
6 million in 2017 and were higher in north america and the u .
k .
but were slightly lower in australia .
sales in 2018 were higher in the u .
s .
primarily due to system development on the new york new fare payment system contract which was awarded in october 2017 .
increased work on both development and service contracts including work on new change orders in london also increased cts sales for the year .
sales were also positively impacted in the u .
k .
and australia due to the impact of exchange rates .
the average exchange rates between the prevailing currencies in our foreign operations and the u .
s .
dollar resulted in an increase in cts sales of $ 12 .
4 million for 2018 compared to 2017 primarily due to the strengthening of the british pound against the u .
s .
dollar .
amortization of purchased intangibles : amortization of purchased intangibles included in the cts operating results totaled $ 5 .
2 million in 2018 and $ 5 .
7 million in 2017 .
operating income : cts operating income increased 52 % in 2018 to $ 60 .
4 million compared to $ 39 .
8 million in 2017 .
for 2018 operating income was higher from increased volumes of system development work and services including work on new projects and change orders primarily in north america and the u .
k .
operating income was also higher due to operational efficiencies and reductions in r & d spending .
r & d expenses for cts in 2017 included $ 6 .
4 million of system development expenses related to our anticipated contract with the new york metropolitan transit authority that was awarded in early fiscal 2018 ; such expenses incurred in 2018 on this contract are classified as cost of sales .
during the first quarter of fiscal year 2018 cts implemented our new enterprise resource planning -erp system and as a result began depreciating the cost of certain capitalized software into its operating results .
this resulted in a decrease in operating income of $ 4 .
2 million between fiscal 2017 and fiscal 2018 .
the average exchange rates between the prevailing currency in our foreign operations and the u .
s .
dollar resulted in an increase in cts operating income of $ 2 .
2 million for 2018 compared to 2017 .
adjusted ebitda : cts adjusted ebitda increased 50 % to $ 73 .
3 million in 2018 compared to $ 48 .
8 million in 2017 primarily due to the same items described in the operating income section above .
the increase in adjusted ebitda was primarily driven by the same factors that drove the increase in operating income described above excluding the increase in depreciation and decrease in amortization which are excluded from adjusted ebitda .

Question: What is the change in CTS adjusted EBITDA?
Answer: 24.5
Year ended March 31,
Year ended March 31,
2019
2018
Beginning balance
$6,164
$4,931
Additions based on tax positions related to current year
164
142
Additions for tax positions of prior years
231
1,444
Reductions due to change in foreign exchange rate  
(301)
(353)
Expiration of statutes of limitation
(165)
—
Reductions due to settlements with tax authorities
(77)
—
Ending balance
$6,016
$6,164
a reconciliation of the beginning and ending amount of unrecognized tax benefits is as follows : .
interest and penalty charges if any related to uncertain tax positions are classified as income tax expense in the accompanying consolidated statements of operations .
as of march 31 2019 and 2018 the company had immaterial accrued interest or penalties related to uncertain tax positions .
the company is subject to taxation in the united kingdom and several foreign jurisdictions .
as of march 31 2019 the company is no longer subject to examination by taxing authorities in the united kingdom for years prior to march 31 2017 .
the significant foreign jurisdictions in which the company operates are no longer subject to examination by taxing authorities for years prior to march 31 2016 .
in addition net operating loss carryforwards in certain jurisdictions may be subject to adjustments by taxing authorities in future years when they are utilized .
the company had approximately $ 24 .
9 million of unremitted foreign earnings as of march 31 2019 .
income taxes have been provided on approximately $ 10 .
0 million of the unremitted foreign earnings .
income taxes have not been provided on approximately $ 14 .
9 million of unremitted foreign earnings because they are considered to be indefinitely reinvested .
the tax payable on the earnings that are indefinitely reinvested would be immaterial .

Question: What was the Beginning balance in 2019 and 2018 respectively?
Answer: $6,164 $4,931
Fiscal Year
Operating Leases
Capital Leases
Purchase Commitments
2020
$22,207
$241
$328,435
2021
13,382
1,220
24,005
2022
10,331
1,220
5,654
2023
8,224
1,220
3,596
2024
7,139
1,220
—
Thereafter
31,598
47,258
—
Total minimum payments
$92,881
$52,379
$361,690
notes to consolidated financial statements .
operating leases .
the company leases certain of its corporate manufacturing and other facilities from multiple third- party real estate developers .
the operating leases expire at various dates through 2034 and some of these leases have renewal options with the longest ranging up to two ten-year periods .
several of these leases also include market rate rent escalations rent holidays and leasehold improvement incentives all of which are recognized to expense on a straight-line basis .
leasehold improvements made either at the inception of the lease or during the lease term are amortized over the lesser of the remaining life of the lease term -including renewals that are reasonably assured or the useful life of the asset .
the company also leases various machinery and equipment and office equipment under non-cancelable operating leases .
the remaining terms of these operating leases range from less than one year to approximately 15 years .
rent expense under operating leases covering facilities and equipment was approximately $ 19 .
3 million $ 16 .
3 million and $ 14 .
8 million for fiscal years 2019 2018 and 2017 respectively .
capital leases .
in fiscal 2018 the company entered into a capital lease for a facility in beijing china that will allow the company to consolidate several leased facilities as well as provide additional manufacturing space .
the lease term is expected to commence in fiscal 2021 and therefore is not recorded on the consolidated balance sheet as of march 30 2019 .
the lease has an initial term of five years and includes multiple renewal options with the maximum lease term not to exceed 30 years .
the minimum future payments for this lease are included in the table below .
purchase commitments .
the company ’ s other purchase commitments include payments due for materials and manufacturing services .
the company also has commitments for the purchase of property and equipment a substantial majority of which will be due within the next 12 months .
the company ’ s minimum payments under non-cancelable leases and purchase commitments as of march 30 2019 are as follows -in thousands : .

Question: What are the company's respective operating leases and capital leases in 2021?
Answer: 13,382 1,220