FangyuLei/tatqa huggingface dataset:
As of December 31,
As of December 31,
As of December 31,
As of December 31,
As of December 31,
2019
2018
2017
2016
2015
(In millions)
Balance Sheet Data:
Cash and cash equivalents (including restricted cash) (2)
$1,578.0
$1,304.9
$954.9
$936.5
$462.9
Property and equipment, net
12,084.4
11,247.1
11,101.0
10,517.3
9,866.4
Total assets (3)
42,801.6
33,010.4
33,214.3
30,879.2
26,904.3
Long-term obligations, including current portion
24,055.4
21,159.9
20,205.1
18,533.5
17,119.0
Redeemable noncontrolling interests
1,096.5
1,004.8
1,126.2
1,091.3
—
Total American Tower Corporation equity
5,055.4
5,336.1
6,241.5
6,763.9
6,651.7
item 6 .
selected financial data .
the selected financial data should be read in conjunction with our “ management ’ s discussion and analysis of financial condition and results of operations ” and our audited consolidated financial statements and the related notes to those consolidated financial statements included in this annual report .
year-over-year comparisons are significantly affected by our acquisitions dispositions and construction of towers .
our transaction with verizon communications inc .
- “ verizon ” and the transaction the “ verizon transaction ” and the acquisition of a controlling ownership interest in viom networks limited - “ viom ” and the acquisition the “ viom acquisition ” which closed in march 2015 and april 2016 respectively significantly impact the comparability of reported results between periods .
our principal 2019 acquisitions are described in note 7 to our consolidated financial statements included in this annual report .
-2 as of december 31 2019 2018 2017 2016 and 2015 amounts include $ 76 .
8 million $ 96 .
2 million $ 152 .
8 million $ 149 .
3 million and $ 142 .
2 million respectively of restricted funds pledged as collateral to secure obligations and cash the use of which is otherwise limited by contractual provisions .
-3 total assets as of december 31 2019 includes the right-of-use asset recognized in connection with our adoption of the new lease accounting standard described in note 1 to our consolidated financial statements included in this annual report .

Question: What was the percentage change in Total American Tower Corporation equity between 2015 and 2016?
Answer: 1.69
($ in millions)
First Quarter
Second Quarter
Third Quarter
Fourth Quarter
Results of Operations
Fiscal Year 2019
Net sales
$572.4
$556.5
$609.9
$641.4
Gross profit
$91.7
$107.0
$123.2
$122.9
Operating income
$45.0
$55.4
$73.2
$67.9
Net income
$31.5
$35.5
$51.1
$48.9
Fiscal Year 2018
Net sales
$479.8
$487.8
$572.2
$618.0
Gross profit
$85.6
$85.7
$96.1
$114.9
Operating income
$42.2
$41.4
$45.7
$60.0
Net income
$23.4
$92.1
$30.2
$42.8
quarterly financial data -unaudited .
quarterly sales and earnings results are normally influenced by seasonal factors .
historically the first two fiscal quarters -three months ending september 30 and december 31 are typically the lowest principally because of annual plant vacation and maintenance shutdowns by the company and by many of its customers .
however the timing of major changes in the general economy or the markets for certain products can alter this pattern .
during the quarter ended december 31 2017 the company recorded an income tax benefit .
see note 17 income taxes to notes to consolidated financial statements included in item 8 .
“ financial statements and supplementary data ” .

Question: Why are the first two fiscal quarters typically the lowest?
Answer: principally because of annual plant vacation and maintenance shutdowns by the Company and by many of its customers. However, the timing of major changes in the general economy or the markets for certain products can alter this pattern.
Year Ended
Year Ended
Year Ended
January 3, 2020
December 28, 2018
December 29, 2017
(in millions)
(in millions)
(in millions)
Acquisition costs
$—
$—
$25
Integration costs
3
29
77
Total acquisition and integration costs
$3
$29
$102
lockheed martin transaction .
on august 16 2016 a wholly-owned subsidiary of leidos holdings inc .
merged with the is & gs business in a reverse morris trust transaction -the " is & gs transactions " .
during fiscal 2017 the company recorded adjustments to finalize the fair value of acquired assets and liabilities assumed which resulted in a $ 337 million increase in goodwill .
significant changes included intangible assets property plant and equipment deferred tax assets other assets accounts payable and accrued liabilities and deferred tax liabilities .
on january 10 2018 the final amount of the net working capital of the is & gs business was determined through a binding arbitration proceeding in accordance with the separation agreement with lockheed martin .
as a result $ 24 million was recorded as acquisition costs in the consolidated statements of income for fiscal 2017 .
on january 18 2018 the final working capital amount of $ 105 million was paid to lockheed martin of which $ 24 million and $ 81 million was presented as cash flows from operating and investing activities respectively on the consolidated statements of cash flows .
during fiscal 2018 a tax indemnification liability of $ 23 million was paid to lockheed martin in accordance with the tax matters agreement which was presented as cash flows from financing activities on the consolidated statements of cash flows .
the company incurred the following expenses related to the acquisition and integration of the is & gs business : .
these acquisition and integration costs have been recorded within corporate and presented in " acquisition integration and restructuring costs " on the consolidated statements of income .

Question: What was the change in the Total acquisition and integration costs from 2017 to 2018?
Answer: -73
December 31,
December 31,
2019
2018
Deferred revenue
$3,012
$3,655
Customer arrangements with termination rights
15,024
16,404
Estimated refund liabilities
8,585
10,117
$26,621
$30,176
deferred revenue and customer liabilities .
deferred revenue and customer liabilities consisted of the following -in thousands : .
the company expects to recognize the majority of its deferred revenue as of december 31 2019 over the next 180 days .
revenues of $ 3 .
7 million were recognized during the year ended december 31 2019 from amounts included in deferred revenue at december 31 2018 .
revenues of $ 4 .
4 million were recognized during the year ended december 31 2018 from amounts included in deferred revenue at january 1 2018 .
the company expects to recognize the majority of the customer arrangements with termination rights into revenue as the company has not historically experienced a high rate of contract terminations .
estimated refund liabilities are generally resolved in 180 days once it is determined whether the requisite service levels and client requirements were achieved to settle the contingency .

Question: How long do the estimated refund liabilities take to be generally resolved?
Answer: 180 days, once it is determined whether the requisite service levels and client requirements were achieved to settle the contingency.
Year ended December 31,
Year ended December 31,
Year ended December 31,
2019 (1)
2018
2017
Revenues
$59.5
$57.6
$56.8
Operating expenses
12.5
12.1
12.3
Guarantee fee
—
—
1.2
fnf .
we are party to certain agreements with fnf including agreements that were entered into when we were related parties .
as a result of the distribution fnf no longer has an ownership interest in us but was still considered a related party until december 1 2019 due to the combination of certain shared board members members of senior management and various agreements .
as of december 1 2019 the chairman of our board of directors no longer serves as one of our executive officers and fnf is no longer considered a related party .
we have various agreements with fnf to provide software data and analytics services as well as corporate shared services and information technology .
we are also a party to certain other agreements under which we incur other expenses or receive revenues from fnf .
a detail of the revenues and expenses net from fnf is as follows -in millions : .
-1 transactions with fnf are summarized through november 30 2019 the date after which fnf is no longer considered a related party .
we paid to fnf a guarantee fee of 1 .
0 % of the outstanding principal of the senior notes -as defined in note 12 — long term debt in exchange for the guarantee by fnf of the senior notes .
for the year ended december 31 2017 the guarantee fee was included in interest expense net on the consolidated statements of earnings and comprehensive earnings .
on april 26 2017 the senior notes were redeemed and we are no longer required to pay a guarantee fee .

Question: What does the company's agreements with FNF entail the provision of?
Answer: software, data and analytics services, as well as corporate shared services and information technology.
For the Year Ended December 31,
For the Year Ended December 31,
For the Year Ended December 31,
2019
2018
2017
Stock-based compensation cost:
Common stock warrants
$—
$512
$484
Stock options
16,489
13,279
11,295
Restricted stock units
14,585
90
—
Employee stock purchase plan
3,326
2,069
—
Total stock-based compensation cost
$34,400
$15,950
$11,779
stock-based compensation .
the company recognized total stock-based compensation cost related to equity incentive awards as follows -in thousands : .
a small portion of stock-based compensation cost above is capitalized in accordance with the accounting guidance for internal-use software .
the company uses the straight-line attribution method for recognizing stock-based compensation expense .

Question: What are the company's respective total stock-based compensation cost in 2017 and 2018?
Answer: $11,779 $15,950
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
Year Ended December 31,
(In thousands)
2019
2018
2017
2019 % Change from 2018
2018 % Change from 2017
Revenue
$161,216
$140,326
$69,879
14.9%
100.8%
Gross profit
$104,896
$100,708
$43,817
4.2%
129.8%
Gross margin %
65.1%
71.8%
62.7%
Income from operations
$43,996
$43,641
$23,816
0.8%
83.2%
Operating margin %
27.3%
31.1%
34.1%
veradigm .
our veradigm segment derives its revenue from the provision of data-driven clinical insights with actionable tools for clinical workflow research analytics and media .
its solutions targeted at key healthcare stakeholders help improve the quality efficiency and value of healthcare delivery – from biopharma to health plans healthcare providers and patients and health technology partners among others .
year ended december 31 2019 compared with the year ended december 31 2018 .
veradigm revenue increased during the year ended december 31 2019 compared with the prior year comparable period due to an increase in organic sales .
gross profit and income from operations increased for during the year ended december 31 2019 due to an increase in organic sales and cost reductions partially offset with headcount growth and hosting migration costs .
the acquisition of practice fusion during the first quarter of 2018 also contributed to the increases .
gross margin and operating margin decreased during the year ended december 31 2019 compared with the prior year comparable period primarily due to -i an increase in hosting migration costs -ii costs associated with recent acquisitions -iii headcount growth and -iv partially offset with other cost reductions .
year ended december 31 2018 compared with the year ended december 31 2017 .
veradigm revenue gross profit gross margin and income from operations increased during the year ended december 31 2018 compared with the prior year comparable period primarily due to the acquisition of practice fusion during the first quarter of 2018 .
operating margin decreased during 2018 primarily due to higher personnel costs related to incremental resources from the practice fusion acquisition and to support anticipated new hosting client golives .

Question: What led to increase in Veradigm revenue during the year ended December 31, 2019?
Answer: due to an increase in organic sales.
FY19
FY18
Growth %
Growth %
$m (Reported)
$m (Reported)
(Reported)
(CC)
Billings by Region:
- Americas
267.8
270.0
(0.8)
(0.7)
- EMEA
395.3
395.1
0.1
0.9
- APJ
97.2
103.5
(6.1)
(2.8)
760.3
768.6
(1.1)
(0.1)
Billings by Product:
– Network
345.9
353.4
(2.1)
(1.1)
– Enduser
377.1
383.2
(1.6)
(0.7)
– Other
37.3
32.0
16.6
17.1
760.3
768.6
(1.1)
(0.1)
Billings by Type:
– Subscription
644.6
644.2
0.1
1.0
– Hardware
105.7
113.7
(7.0)
(6.1)
– Other
10.0
10.7
(6.5)
(4.6)
760.3
768.6
(1.1)
(0.1)
billings .
group reported billings decreased by $ 8 .
3 million or 1 .
1 per cent to $ 760 .
3 million in the year-ended 31 march 2019 .
this represented a 0 .
1 per cent decrease on a constant currency - “ cc ” basis .
billings by region .
americas billings attributable to the americas decreased by $ 2 .
2 million to $ 267 .
8 million in the period representing a 0 .
8 per cent reduction on a reported basis and 0 .
7 per cent on a constant currency basis ; this decrease largely driven by a decline in enduser products due to the stronger performance in the prior-year compare as a consequence of the impact of the wannacry ransomware outbreak and the launch of intercept x the group ’ s next-gen endpoint product partially offset by an improved performance in utm sales .
emea billings attributable to emea increased by $ 0 .
2 million to $ 395 .
3 million in the period representing 0 .
1 per cent growth on a reported basis and 0 .
9 per cent growth on a constant currency basis .
an increase in sales of server products being partially offset by a reduction in endpoint and email products .
apj billings attributable to apj decreased by $ 6 .
3 million to $ 97 .
2 million in the period representing 6 .
1 per cent on a reported basis and 2 .
8 per cent on a constant currency basis .
as in the americas growth was negatively impacted by the stronger performance in the prior-year compare compounded by a legacy network product transition in the first-half of the year partially offset by an improvement in sales of server products .

Question: What was the average amount of Billings in 2018 and 2019?
Answer: 764.45
Number of Shares
Average Price (a)
Average Life (years) (b)
Aggregate Intrinsic Value
Outstanding at March 31, 2018
1,894
$12.90
-
-
Options granted
-
-
-
-
Options exercised
(326)
13.11
-
$1,944
Options cancelled/forfeited
(122)
13.22
-
295
Outstanding at March 31, 2019
1,446
$12.82
3.29
$6,528
Exercisable at March 31, 2019
1,347
$12.70
3.08
$6,253
activity under our stock option plans is summarized as follows : .
-a weighted-average exercise price .
-b weighted-average contractual life remaining .
the total aggregate intrinsic value of options exercised is $ 2149 $ 1724 and $ 1944 for fiscal years ended march 31 2017 2018 and 2019 respectively .

Question: What is the percentage change in the average price between March 31, 2018 and 2019?
Answer: -1.55
Payments Due by Period
Payments Due by Period
Payments Due by Period
Payments Due by Period
Total
Less than 1 year
1-3 years
3-5 years
More than 5 years
Operating lease obligations
$ 70,284
$ 17,180
$ 23,116
$ 12,738
$ 17,250
Term loans
756,060
38,950
89,381
627,729
—
Term loans interest (1)
117,168
30,025
55,232
31,911
—
Revolving credit facility
239,000
—
—
239,000
—
Revolving credit facility interest (2)
40,528
9,536
19,072
11,920
—
Senior notes
400,000
—
—
—
400,000
Senior notes interest (3)
149,500
23,000
46,000
46,000
34,500
Financed internal-use software (4)
13,822
5,974
7,848
—
—
Total
$1,786,362
$124,665
$240,649
$969,298
$451,750
contractual obligations and commercial commitments .
we lease office space and equipment under operating leases that run through october 2028 .
additionally we have entered into a credit agreement that matures in april 2024 and have issued senior notes that mature in august 2026 .
contractual obligations as of december 31 2019 are as follows -in thousands : .
-1 based on the term loans debt outstanding and interest rate in effect at december 31 2019 of 4 .
05 % .
-2 based on revolving credit facility debt outstanding and interest rate in effect at december 31 2019 of 3 .
99 % .
-3 based on 2026 notes issued of $ 400 .
0 million with an annual interest rate of 5 .
750 % .
-4 during the year ended december 31 2019 we financed certain multi-year license agreements for internal-use software for $ 10 .
4 million with annual payments through april 1 2022 .
as of december 31 2019 $ 13 .
8 million is outstanding under these and other agreements previously entered into of which $ 6 .
0 million and $ 7 .
8 million is included in other current liabilities and other noncurrent liabilities respectively in our consolidated balance sheet in part iv item 15 of this form 10-k as of december 31 2019 .
we are unable to reasonably estimate the ultimate amount or timing of settlement of our reserves for income taxes under asc 740 income taxes .
the liability for unrecognized tax benefits at december 31 2019 is $ 29 .
0 million .

Question: What were the term loans based on?
Answer: the Term Loans debt outstanding and interest rate in effect at December 31, 2019, of 4.05%.
June 30, 2019
June 24, 2018
June 25, 2017
(in thousands)
(in thousands)
(in thousands)
Interest income
$98,771
$85,813
$57,858
Interest expense
(117,263)
(97,387)
(117,734)
Gains on deferred compensation plan related assets, net
10,464
14,692
17,880
Loss on impairment of investments
—
(42,456)
—
Gains (losses) on extinguishment of debt, net
118
542
(36,252)
Foreign exchange gains (losses), net
826
(3,382)
(569)
Other, net
(11,077)
(19,332)
(11,642)
$(18,161)
$(61,510)
$(90,459)
note 6 : other expense net .
the significant components of other expense net were as follows : .
interest income in the year ended june 30 2019 increased compared to the years ended june 24 2018 and june 25 2017 primarily as a result of higher yield .
interest expense in the year ended june 30 2019 increased compared to the year ended june 24 2018 primarily due to issuance of the $ 2 .
5 billion of senior notes .
interest expense in the year ended june 24 2018 decreased compared to the year ended june 25 2017 primarily due to the conversions of 2018 and 2041 convertible notes as well as the retirement of the 2018 convertible notes in may 2018 .
the gain on deferred compensation plan related assets in fiscal years 2019 2018 and 2017 was driven by an improvement in the fair market value of the underlying funds .
the loss on impairment of investments in the year ended june 24 2018 was the result of a decision to sell selected investments held in foreign jurisdictions in connection with the company ’ s cash repatriation strategy following the december 2017 u .
s .
tax reform .
net loss on extinguishment of debt realized in the year ended june 25 2017 was primarily a result of the special mandatory redemption of the senior notes due 2023 and 2026 as well as the termination of the term loan agreement .

Question: What is the percentage change in the net gains on extinguishment of debt from 2018 to 2019?
Answer: -78.23
(In millions)
(In millions)
(In millions)
(In millions)
Year Ended June 30,
2019
2018
2017
Operating lease cost
$  1,707
$  1,585
$  1,412
Finance lease cost:
Amortization of right-of-use assets
$ 370
$ 243
$ 104
Interest on lease liabilities
247
175
68
Total finance lease cost
$617
$418
$172
note 15 — leases .
we have operating and finance leases for datacenters corporate offices research and development facilities retail stores and certain equipment .
our leases have remaining lease terms of 1 year to 20 years some of which include options to extend the leases for up to 5 years and some of which include options to terminate the leases within 1 year .
the components of lease expense were as follows : .

Question: What is note 15 about?
Answer: LEASES
July 27, 2019
July 28, 2018
July 29, 2017
Balance at beginning of fiscal year
$359
$407
$414
Provisions for warranties issued
600
582
691
Adjustments for pre-existing warranties
(12)
(38)
(21)
Settlements
(603)
(592)
(677)
Acquisitions and divestitures
(2)
—
—
Balance at end of fiscal year
$342
$359
$407
-d product warranties .
the following table summarizes the activity related to the product warranty liability -in millions : .
we accrue for warranty costs as part of our cost of sales based on associated material product costs labor costs for technical support staff and associated overhead .
our products are generally covered by a warranty for periods ranging from 90 days to five years and for some products we provide a limited lifetime warranty .

Question: How does the company accrue for warranty costs?
Answer: as part of our cost of sales based on associated material product costs, labor costs for technical support staff, and associated overhead
Period
(a) Total Number of Shares (or Units) Purchased
(b) Average Price Paid per Share (or Unit)
(c) Total Number of Shares (or Units) Purchased as Part of Publicly Announced Plans or Programs
(d) Maximum Number (or Approximate Dollar Value) of Shares (or Unites) that May Yet Be Purchased Under the Plans or Programs*
July 1-31, 2019
293
$ 99.35
293
74,706
August 1 - 31, 2019
39,769
107.71
39,769
34,937
September 1 - 30, 2019
91
75.51
91
34,846
Total
40,153
$ 107.58
40,153
34,846
repurchase of company shares .
the company repurchased a total of 75113 and 74880 shares of its common stock during fiscal 2019 and fiscal 2018 respectively for cash totaling approximately $ 7 .
5 million and $ 7 .
7 million respectively .
all repurchased shares were recorded in treasury stock at cost .
at september 2019 34846 shares of the company ’ s common shares remained authorized for repurchase in either the open market or privately negotiated transactions as previously approved by the company ’ s board of directors .
in october 2019 our board of directors renewed the repurchase authorization for up to 75000 shares of the company ’ s common stock .
during the fourth quarter of fiscal 2019 the company repurchased shares of its common stock for cash totaling approximately $ 4 .
3 million .
the following table summarizes these repurchases made by or on behalf of our company or certain affiliated purchasers of shares of our common stock for the quarterly period ended september 30 2019 : .
* in october 2019 and subsequent to the end of fiscal 2019 our board of directors authorized purchases of up to 75000 shares of our company ’ s common stock in open market or negotiated transactions .
management was given discretion to determine the number and pricing of the shares to be purchased as well as the timing of any such purchases .

Question: What is the total number of shares purchased by the company in August and September 2019 respectively?
Answer: 39,769 91