Please read the following discussion and analysis of our financial condition and
results of operations together with our consolidated financial statements and
related notes included under Part II, Item 8 of this Annual Report on Form 10-K.
We have omitted discussion of 2017 results where it would be redundant to the
discussion previously included in Part II, Item 7 of our 2018 Annual Report on
Form 10-K, as amended.
Trends in Our Business
The following trends have contributed to the results of our consolidated
operations, and we anticipate that they will continue to affect our future
results:
•Users' behaviors and advertising continue to shift online as the digital
economy evolves.
The continuing shift from an offline to online world has contributed to the
growth of our business since inception, contributing to revenue growth, and we
expect that this online shift will continue to benefit our business.
•Users are increasingly using diverse devices and modalities to access our
products and services, and our advertising revenues are increasingly coming from
new formats.
Our users are accessing the Internet via diverse devices and modalities, such as
smartphones, wearables and smart home devices, and want to feel connected no
matter where they are or what they are doing. We seek to expand our products and
services to stay in front of these trends in order to maintain and grow our
business.
We generate our advertising revenues increasingly from different channels,
including mobile, and newer advertising formats, and the margins from the
advertising revenues from these channels and newer products have generally been
lower than those from traditional desktop search. Additionally, as the market
for a particular device type or modality matures our revenues may be affected.
For example, growth in the global smartphone market has slowed due to various
factors, including increased market saturation in developed countries, which can
affect our mobile advertising revenue growth rates.
We expect TAC paid to our distribution partners to increase as our revenues grow
and to be affected by changes in device mix; geographic mix; partner mix;
partner agreement terms; and the percentage of queries channeled through paid
access points.
We expect these trends to continue to put pressure on our overall margins and
affect our revenue growth rates.
•As online advertising evolves, we continue to expand our product offerings
which may affect our monetization.
As interactions between users and advertisers change and as online user behavior
evolves, we continue to expand and evolve our product offerings to serve their
changing needs. Over time, we expect our monetization trends to fluctuate. For
example, we have seen an increase in YouTube engagement ads, which monetize at a
lower rate than traditional search ads.
•As users in developing economies increasingly come online, our revenues from
international markets continue to increase and movements in foreign exchange
rates affect such revenues.
The shift to online, as well as the advent of the multi-device world, has
brought opportunities outside of the U.S., including in emerging markets, and we
continue to develop localized versions of our products and relevant advertising
programs useful to our users in these markets. This has led to a trend of
increased revenues from international markets over time and we expect that our
results will continue to be affected by our performance in these markets,
particularly as low-cost mobile devices become more available. This trend could
impact our margins as developing markets initially monetize at a lower rate than
more mature markets.
Our international revenues represent a significant portion of our revenues and
are subject to fluctuations in foreign currency exchange rates relative to the
U.S. dollar. While we have a foreign exchange risk management program designed
to reduce our exposure to these fluctuations, this program does not fully offset
their effect on our revenues and earnings.

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•The portion of our revenues that we derive from non-advertising revenues is
increasing and may affect margins.
Non-advertising revenues have grown over time. We expect this trend to continue
as we focus on expanding our offerings to our users through products and
services like Google Cloud, Google Play, hardware products, and YouTube
subscriptions. Across these initiatives, we currently derive non-advertising
revenues primarily from sales of apps, in-app purchases, digital content
products, and hardware; and licensing and service fees, including fees received
for Google Cloud offerings and subscription and other services. The margins on
these revenues vary significantly and may be lower than the margins on our
advertising revenues. A number of our Other Bets initiatives are in their
initial development stages, and as such, the sources of revenues from these
businesses could change over time and the revenues could be volatile.
•As we continue to serve our users and expand our businesses, we will invest
heavily in operating and capital expenditures.
We continue to make significant R&D investments in areas of strategic focus such
as advertising, cloud, machine learning, and search, as well as in new products
and services. In addition, our capital expenditures have grown over the last
several years. We expect this trend to continue in the long term as we invest
heavily in land and buildings for data centers and offices, and information
technology infrastructure, which includes servers and network equipment.
In addition, acquisitions remain an important part of our strategy and use of
capital, and we expect to continue to spend cash on acquisitions and other
investments. These acquisitions generally enhance the breadth and depth of our
offerings, as well as expand our expertise in engineering and other functional
areas.
•      Our employees are critical to our success and we expect to continue

investing in them.




Our employees are among our best assets and are critical for our continued
success. We expect to continue hiring talented employees around the globe and to
provide competitive compensation programs to our employees.
Executive Overview of Results
Below are our key financial results for the fiscal year ended December 31, 2019
(consolidated unless otherwise noted):
•      Revenues of $161.9 billion and revenue growth of 18% year over year,
       constant currency revenue growth of 20% year over year.

Google segment revenues of $160.7 billion with revenue growth of 18% year

over year and Other Bets revenues of $659 million with revenue growth of

11% year over year.

• Revenues from the United States, EMEA, APAC, and Other Americas were $74.8

billion, $50.6 billion, $26.9 billion, and $9.0 billion, respectively.

• Cost of revenues was $71.9 billion, consisting of TAC of $30.1 billion and

other cost of revenues of $41.8 billion. Our TAC as a percentage of

advertising revenues (TAC rate) was 22.3%.

• Operating expenses (excluding cost of revenues) were $55.7 billion.

• Income from operations was $34.2 billion.

• Other income (expense), net, was $5.4 billion.

• Effective tax rate was 13%.

• Net income was $34.3 billion with diluted net income per share of $49.16.

• Operating cash flow was $54.5 billion.

• Capital expenditures were $23.5 billion.

• Number of employees was 118,899 as of December 31, 2019. The majority of

new hires during the year were engineers and product managers. By product

area, the largest headcount additions were in Google Cloud and Search.




Information about Segments
We operate our business in multiple operating segments. Google is our only
reportable segment. None of our other segments meet the quantitative thresholds
to qualify as reportable segments; therefore, the other operating segments are
combined and disclosed as Other Bets.

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Our reported segments are: • Google - Google includes our main products such as ads, Android, Chrome,

hardware, Google Cloud, Google Maps, Google Play, Search, and YouTube. Our

technical infrastructure is also included in Google. Google generates

revenues primarily from advertising; sales of apps, in-app purchases,

digital content products, and hardware; and licensing and service fees,

including fees received for Google Cloud offerings and subscription-based

products.

• Other Bets - Other Bets is a combination of multiple operating segments

that are not individually material. Other Bets includes Access, Calico,

CapitalG, GV, Verily, Waymo, and X, among others. Revenues from the Other

Bets are derived primarily through the sales of internet and TV services

through Access as well as licensing and R&D services through Verily.

Revenues

The following table presents our revenues by segment and revenue source (in millions). Certain amounts in prior periods have been reclassified to conform with current period presentation.


                                          Year Ended December 31,
                                      2017          2018          2019
Google Search & other              $  69,811     $  85,296     $  98,115
YouTube ads(1)                         8,150        11,155        15,149
Google properties                     77,961        96,451       113,264
Google Network Members' properties    17,616        20,010        21,547
Google advertising                    95,577       116,461       134,811
Google Cloud                           4,056         5,838         8,918
Google other(1)                       10,914        14,063        17,014
Google revenues                      110,547       136,362       160,743
Other Bets revenues                      477           595           659
Hedging gains (losses)                  (169 )        (138 )         455
Total revenues                     $ 110,855     $ 136,819     $ 161,857

(1) YouTube non-advertising revenues are included in Google other revenues.

Google advertising revenues
Our advertising revenue growth, as well as the change in paid clicks and
cost-per-click on Google properties and the change in impressions and
cost-per-impression on Google Network Members' properties and the correlation
between these items, have been affected and may continue to be affected by
various factors, including:
• advertiser competition for keywords;


• changes in advertising quality, formats, delivery or policy;

• changes in device mix;

• changes in foreign currency exchange rates;




•      fees advertisers are willing to pay based on how they manage their
       advertising costs;

• general economic conditions;

• seasonality; and




•      traffic growth in emerging markets compared to more mature markets and
       across various advertising verticals and channels.


Our advertising revenue growth rate has been affected over time as a result of a
number of factors, including challenges in maintaining our growth rate as
revenues increase to higher levels; changes in our product mix; changes in
advertising quality or formats and delivery; the evolution of the online
advertising market; increasing competition; our investments in new business
strategies; query growth rates; and shifts in the geographic mix of our
revenues. We also expect that our revenue growth rate will continue to be
affected by evolving user preferences, the acceptance by users of our products
and services as they are delivered on diverse devices and modalities, our
ability to create a seamless experience for both users and advertisers, and
movements in foreign currency exchange rates.

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The following table presents our Google advertising revenues (in millions):


                                                          Year Ended December 31,
                                                     2017           2018           2019
Google Search & other                            $   69,811     $   85,296     $   98,115
YouTube ads(1)                                        8,150         11,155         15,149
Google Network Members' properties                   17,616         20,010  

21,547


Google advertising                               $   95,577     $  116,461     $  134,811
Google advertising revenues as a percentage of
Google segment revenues                                86.5 %         85.4 

% 83.9 %




(1)  YouTube non-advertising revenues are included in Google other revenues.
Google advertising revenues are generated on our Google properties (including
Google Search & other properties and YouTube) and Google Network Members'
properties. Google advertising revenues consist primarily of the following:
•      Google Search & other consists of revenues generated on Google search

properties (including revenues from traffic generated by search

distribution partners who use Google.com as their default search in

browsers, toolbars, etc.) and other Google owned and operated properties


       like Gmail, Google Maps, and Google Play;


•      YouTube ads consists of revenues generated primarily on YouTube
       properties; and

Google Network Members' properties consist of revenues generated primarily

on Google Network Members' properties participating in AdMob, AdSense, and

Google Ad Manager.


Google Search & other
Our Google Search & other revenues increased $12,819 million from 2018 to 2019.
The growth was primarily driven by interrelated factors including increases in
search queries resulting from ongoing growth in user adoption and usage,
primarily on mobile devices, continued growth in advertiser activity, and
improvements we have made in ad formats and delivery. Revenue growth was
partially offset by the general strengthening of the U.S. dollar compared to
certain foreign currencies.
Our Google Search & other revenues increased $15,485 million from 2017 to 2018.
The growth was primarily driven by increases in mobile search resulting from
ongoing growth in user adoption and usage, as well as continued growth in
advertiser activity. Growth was also driven by improvements in ad formats and
delivery, primarily on desktop. Additionally, revenue growth was favorably
affected by the general weakening of the U.S. dollar compared to certain foreign
currencies.
YouTube ads
YouTube ads revenues increased $3,994 million from 2018 to 2019 and increased
$3,005 million from 2017 to 2018. The largest contributors to the growth during
both periods were our direct response and brand advertising products, both of
which benefited from improvements to ad formats and delivery and increased
advertiser spending.
Google Network Members' properties
Our Google Network Members' properties revenues increased $1,537 million from
2018 to 2019. The growth was primarily driven by strength in both AdManager
(included in what was previously referred to as programmatic advertising buying)
and AdMob, partially offset by the general strengthening of the U.S. dollar
compared to certain foreign currencies.
Our Google Network Members' properties revenues increased $2,394 million from
2017 to 2018, primarily driven by strength in both AdMob and AdManager, offset
by a decline in our traditional AdSense businesses. Additionally, the growth was
favorably affected by the general weakening of the U.S. dollar compared to
certain foreign currencies.
Use of Monetization Metrics
Paid clicks for our Google properties represent engagement by users and include
clicks on advertisements by end-users related to searches on Google.com and
other owned and operated properties including Gmail, Google Maps, and Google
Play; and viewed YouTube engagement ads (certain YouTube ad formats are not
included in our click or impression based metrics). Impressions for our Google
Network Members' properties include impressions displayed to users served on
Google Network Members' properties participating primarily in AdMob, AdSense and
Google Ad Manager.
Cost-per-click is defined as click-driven revenues divided by our total number
of paid clicks and represents the average amount we charge advertisers for each
engagement by users.

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Cost-per-impression is defined as impression-based and click-based revenues
divided by our total number of impressions and represents the average amount we
charge advertisers for each impression displayed to users.
As our business evolves, we periodically review, refine and update our
methodologies for monitoring, gathering, and counting the number of paid clicks
on our Google properties and the number of impressions on Google Network
Members' properties and for identifying the revenues generated by click activity
on our Google properties and the revenues generated by impression activity on
Google Network Members' properties.
Google properties
The following table presents changes in our paid clicks and cost-per-click
(expressed as a percentage):
                         Year Ended December 31,
                          2018             2019
Paid clicks change         62  %           23  %
Cost-per-click change     (25 )%           (7 )%


The number of paid clicks through our advertising programs on Google properties
increased from 2018 to 2019 due to growth in views of YouTube engagement ads;
increase in clicks due to interrelated factors, including an increase in search
queries resulting from ongoing growth in user adoption and usage, primarily on
mobile devices; continued growth in advertiser activity; and improvements we
have made in ad formats and delivery. The positive effect on our revenues from
an increase in paid clicks was partially offset by a decrease in the
cost-per-click paid by our advertisers. The decrease in cost-per-click was
primarily driven by continued growth in YouTube engagement ads where
cost-per-click remains lower than on our other advertising platforms.
Cost-per-click was also affected by changes in device mix, geographic mix,
ongoing product changes, product mix, property mix, and fluctuations of the U.S.
dollar compared to certain foreign currencies.
Google Network Members' properties
The following table presents changes in our impressions and cost-per-impression
(expressed as a percentage):
                             Year Ended December 31,

                               2018             2019
Impressions change                2 %            9 %
Cost-per-impression change       12 %            1 %


Impressions increased from 2018 to 2019 primarily due to growth in
AdManager. The cost-per-impression was relatively unchanged due to a combination
of factors including ongoing product and policy changes and improvements we have
made in ad formats and delivery, changes in device mix, geographic mix, product
mix, property mix, and fluctuations of the U.S. dollar compared to certain
foreign currencies.
Google Cloud
The following table presents our Google Cloud revenues (in millions):
                                                          Year Ended December 31,
                                                     2017           2018           2019
Google Cloud                                     $    4,056     $    5,838     $    8,918
Google Cloud revenues as a percentage of Google
segment revenues                                        3.7 %          4.3 

% 5.5 %

Google Cloud revenues consist primarily of revenues from Cloud offerings, including • Google Cloud Platform (GCP), which includes infrastructure, data and

analytics, and other services

• G Suite productivity tools; and

• other enterprise cloud services.




Our Google Cloud revenues increased $3,080 million from 2018 to 2019 and
increased $1,782 million from 2017 to 2018. The growth during both periods was
primarily driven by continued strength in our GCP and G Suite offerings. Our
infrastructure and our data and analytics platform products have been the
largest drivers of growth in GCP.

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Google other revenues
The following table presents our Google other revenues (in millions):
                                                        Year Ended December 31,
                                                     2017         2018         2019
Google other                                        10,914       14,063       17,014
Google other revenues as a percentage of Google
segment revenues                                       9.9 %       10.3 %   

10.6 %

Google other revenues consist primarily of revenues from: • Google Play, which includes revenues from sales of apps and in-app

purchases (which we recognize net of payout to developers) and digital

content sold in the Google Play store;

• hardware, including Google Nest home products, Pixelbooks, Pixel phones


       and other devices;


•      YouTube non-advertising, including YouTube Premium and YouTube TV
       subscriptions and other services; and

• other products and services.




Our Google other revenues increased $2,951 million from 2018 to 2019. The growth
was primarily driven by Google Play and YouTube subscriptions.
Our Google other revenues increased $3,149 million from 2017 to 2018. The growth
was primarily driven by Google Play and hardware.
Over time, our growth rate for Google Cloud and Google other revenues may be
affected by the seasonality associated with new product and service launches and
market dynamics.
Other Bets
The following table presents our Other Bets revenues (in millions):
                                                           Year Ended December 31,
                                                         2017          2018      2019
Other Bets revenues                                   $    477       $  595

$ 659 Other Bets revenues as a percentage of total revenues 0.4 % 0.4 % 0.4 %




Other Bets revenues consist primarily of revenues from sales of Access internet
and TV services and Verily licensing and R&D services.
Revenues by Geography
The following table presents our revenues by geography as a percentage of
revenues, determined based on the addresses of our customers:
                 Year Ended December 31,
                   2018            2019
United States       46 %              46 %
EMEA                33 %              31 %
APAC                15 %              17 %
Other Americas       6 %               6 %


For further details on revenues by geography, see Note 2 of the Notes to
Consolidated Financial Statements included in Part II, Item 8 of this Annual
Report on Form 10-K.
Use of Constant Currency Revenues and Constant Currency Revenue Growth
The effect of currency exchange rates on our business is an important factor in
understanding period to period comparisons. Our international revenues are
favorably affected as the U.S. dollar weakens relative to other foreign
currencies, and unfavorably affected as the U.S. dollar strengthens relative to
other foreign currencies. Our revenues are also favorably affected by net
hedging gains and unfavorably affected by net hedging losses.
We use non-GAAP constant currency revenues and constant currency revenue growth
for financial and operational decision-making and as a means to evaluate
period-to-period comparisons. We believe the presentation of results on a
constant currency basis in addition to U.S. Generally Accepted Accounting
Principles (GAAP) results helps improve

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the ability to understand our performance because they exclude the effects of
foreign currency volatility that are not indicative of our core operating
results.
Constant currency information compares results between periods as if exchange
rates had remained constant period over period. We define constant currency
revenues as total revenues excluding the effect of foreign exchange rate
movements and hedging activities, and use it to determine the constant currency
revenue growth on a year-on-year basis. Constant currency revenues are
calculated by translating current period revenues using prior period exchange
rates, as well as excluding any hedging effects realized in the current period.
Constant currency revenue growth (expressed as a percentage) is calculated by
determining the increase in current period revenues over prior period revenues
where current period foreign currency revenues are translated using prior period
exchange rates and hedging effects are excluded from revenues of both periods.
These results should be considered in addition to, not as a substitute for,
results reported in accordance with GAAP. Results on a constant currency basis,
as we present them, may not be comparable to similarly titled measures used by
other companies and are not a measure of performance presented in accordance
with GAAP.

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The following table presents the foreign exchange effect on our international revenues and total revenues (in millions):


                                                            Year Ended December 31,
                                                            2018               2019
EMEA revenues                                         $       44,739      $      50,645
Exclude foreign exchange effect on current period
revenues using prior year rates                               (1,325 )      

2,397


EMEA constant currency revenues                       $       43,414      $      53,042
Prior period EMEA revenues                            $       36,236      $      44,739
EMEA revenue growth                                               23 %               13 %
EMEA constant currency revenue growth                             20 %      

19 %



APAC revenues                                         $       21,341      $ 

26,928


Exclude foreign exchange effect on current period
revenues using prior year rates                                  (49 )      

388


APAC constant currency revenues                       $       21,292      $      27,316
Prior period APAC revenues                            $       16,192      $      21,341
APAC revenue growth                                               32 %               26 %
APAC constant currency revenue growth                             31 %      

28 %



Other Americas revenues                               $        7,608      $ 

8,986


Exclude foreign exchange effect on current period
revenues using prior year rates                                  404        

541


Other Americas constant currency revenues             $        8,012      $ 

9,527


Prior period Other Americas revenues                  $        6,147      $ 

7,608


Other Americas revenue growth                                     24 %               18 %
Other Americas constant currency revenue growth                   30 %               25 %

United States revenues                                $       63,269      $      74,843
United States revenue growth                                      21 %               18 %

Hedging gains (losses)                                          (138 )              455
Total revenues                                        $      136,819      $     161,857
Total constant currency revenues                      $      135,987      $ 

164,728

Prior period revenues, excluding hedging effect(1) $ 111,024 $

136,957


Total revenue growth                                              23 %               18 %
Total constant currency revenue growth                            22 %      

20 %

(1) Total revenues and hedging gains (losses) for the year ended December 31,

2017 were $110,855 million and $(169) million, respectively.




Our EMEA revenue growth from 2018 to 2019 was unfavorably affected by changes in
foreign currency exchange rates, primarily due to the U.S. dollar strengthening
relative to the Euro and British pound.
Our APAC revenue growth from 2018 to 2019 was unfavorably affected by changes in
foreign currency exchange rates primarily due to the U.S. dollar strengthening
relative to the Australian dollar and South Korean won, partially offset by the
U.S. dollar weakening relative to the Japanese yen.
Our Other Americas revenue growth from 2018 to 2019 was unfavorably affected by
changes in foreign currency exchange rates, primarily due to the U.S. dollar
strengthening relative to the Brazilian real and Argentine peso.

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Costs and Expenses
Cost of Revenues
Cost of revenues consists of TAC which are paid to Google Network Members
primarily for ads displayed on their properties and amounts paid to our
distribution partners who make available our search access points and services.
Our distribution partners include browser providers, mobile carriers, original
equipment manufacturers, and software developers.
The cost of revenues as a percentage of revenues generated from ads placed on
Google Network Members' properties are significantly higher than the cost of
revenues as a percentage of revenues generated from ads placed on Google
properties because most of the advertiser revenues from ads served on Google
Network Members' properties are paid as TAC to our Google Network Members.
Additionally, other cost of revenues (which is the cost of revenues excluding
TAC) includes the following:
•      Content acquisition costs primarily related to payments to content

providers from whom we license video and other content for distribution on

YouTube advertising and subscription services and Google Play (we pay fees


       to these content providers based on revenues generated or a flat fee);

• Expenses associated with our data centers and other operations (including

bandwidth, compensation expenses (including stock-based compensation

(SBC)), depreciation, energy, and other equipment costs); and

• Inventory related costs for hardware we sell.




The following tables present our cost of revenues, including TAC (in millions):
                                                      Year Ended December 31,
                                                        2018             2019
TAC                                                $     26,726       $ 30,089
Other cost of revenues                                   32,823         41,807
Total cost of revenues                             $     59,549       $ 71,896

Total cost of revenues as a percentage of revenues 43.5 % 44.4 %




Cost of revenues increased $12,347 million from 2018 to 2019. The increase was
due to increases in other cost of revenues and TAC of $8,984 million and $3,363
million, respectively.
The increase in other cost of revenues from 2018 to 2019 was due to an increase
in data center and other operations costs. Additionally, there was an increase
in content acquisition costs for YouTube consistent with the growth in YouTube
revenues.
The increase in TAC from 2018 to 2019 was due to increases in TAC paid to
distribution partners and to Google Network Members, primarily driven by growth
in revenues subject to TAC. The TAC rate decreased from 22.9% to 22.3%,
primarily due to the favorable revenue mix shift from Google Network Members'
properties to Google properties. The TAC rate on Google properties revenues
increased primarily due to the ongoing shift to mobile, which carries higher TAC
because more mobile searches are channeled through paid access points. The TAC
rate on Google Network revenues decreased primarily due to changes in product
mix to products that carry a lower TAC rate.
Over time, cost of revenues as a percentage of total revenues may be affected by
a number of factors, including the following:
•      The amount of TAC paid to Google Network Members, which is affected by a

combination of factors such as geographic mix, product mix, revenue share

terms, and fluctuations of the U.S. dollar compared to certain foreign


       currencies;


•      The amount of TAC paid to distribution partners, which is affected by

changes in device mix, geographic mix, partner mix, partner agreement

terms such as revenue share arrangements, and the percentage of queries

channeled through paid access points;

• Relative revenue growth rates of Google properties and Google Network

Members' properties;

• Costs associated with our data centers and other operations to support

ads, Google Cloud, Search, YouTube and other products;

• Content acquisition costs, which are primarily affected by the relative

growth rates in our YouTube advertising and subscription revenues;

• Costs related to hardware sales; and




•      Increased proportion of non-advertising revenues, which generally have
       higher costs of revenues, relative to our advertising revenues.



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Research and Development
The following table presents our R&D expenses (in millions):
                                                            Year Ended 

December 31,


                                                            2018            

2019


Research and development expenses                     $       21,419

$ 26,018 Research and development expenses as a percentage of revenues

                                                        15.7 %      

16.1 %

R&D expenses consist primarily of: • Compensation expenses (including SBC) and facilities-related costs for

engineering and technical employees responsible for R&D of our existing

and new products and services;

• Depreciation expenses;

• Equipment-related expenses; and

• Professional services fees primarily related to consulting and outsourcing

services.




R&D expenses increased $4,599 million from 2018 to 2019. The increase was
primarily due to an increase in compensation expenses (including SBC) and
facilities-related costs of $3,519 million, largely resulting from a 23%
increase in headcount.
Over time, R&D expenses as a percentage of revenues may be affected by a number
of factors including continued investment in ads, Android, Chrome, Google Cloud,
Google Play, hardware, machine learning, Other Bets, and Search.
Sales and Marketing
The following table presents our sales and marketing expenses (in millions):
                                                            Year Ended December 31,
                                                              2018             2019
Sales and marketing expenses                             $     16,333       $ 18,464
Sales and marketing expenses as a percentage of revenues         11.9 %     

11.4 %




Sales and marketing expenses consist primarily of:
•      Advertising and promotional expenditures related to our products and
       services; and


•      Compensation expenses (including SBC) and facilities-related costs for
       employees engaged in sales and marketing, sales support, and certain
       customer service functions.


Sales and marketing expenses increased $2,131 million from 2018 to 2019. The
increase was primarily due to an increase in compensation expenses (including
SBC) and facilities-related costs of $1,371 million, largely resulting from a
15% increase in headcount. In addition, there was an increase in advertising and
promotional expenses of $402 million.
Over time, sales and marketing expenses as a percentage of revenues may be
affected by a number of factors including the seasonality associated with new
product and service launches.
General and Administrative
The following table presents our general and administrative expenses (in
millions):
                                                             Year Ended December 31,
                                                            2018                 2019
General and administrative expenses                   $        6,923

$ 9,551 General and administrative expenses as a percentage of revenues

                                                      5.1 %      

5.9 %




General and administrative expenses consist primarily of:
•      Compensation expenses (including SBC) and facilities-related costs for
       employees in our finance, human resources, information technology, and
       legal organizations;


• Depreciation expenses;


• Equipment-related expenses;

• Legal-related expenses; and


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•      Professional services fees primarily related to audit, information
       technology consulting, outside legal, and outsourcing services.


General and administrative expenses increased $2,628 million from 2018 to 2019.
The increase was primarily due to an increase in legal-related expenses of
$1,157 million, including a charge of $554 million from a legal settlement in
2019 and the effect of a legal settlement gain recorded in 2018. Additionally,
there was an increase in compensation expenses (including SBC) and
facilities-related costs of $687 million, largely resulting from a 19% increase
in headcount.
Performance fees of $1,203 million have been reclassified from general and
administrative expenses to other income (expense), net, for 2018 to conform with
current period presentation. See Note 7 of the Notes to Consolidated Financial
Statements included in Part II, Item 8 of this Annual Report on Form 10-K for
further details.
Over time, general and administrative expenses as a percentage of revenues may
be affected by discrete items such as legal settlements.
European Commission Fines
In July 2018, the EC announced its decision that certain provisions in Google's
Android-related distribution agreements infringed European competition law. The
EC decision imposed a €4.3 billion ($5.1 billion as of June 30, 2018) fine,
which was accrued in the second quarter of 2018.
In March 2019, the EC announced its decision that certain contractual provisions
in agreements that Google had with AdSense for Search partners infringed
European competition law. The EC decision imposed a €1.5 billion ($1.7
billion as of March 20, 2019) fine, which was accrued in the first quarter of
2019.
Please refer to Note 10 of the Notes to Consolidated Financial
Statements included in Part II, Item 8 of this Annual Report on Form 10-K for
further information.
Other Income (Expense), Net
The following table presents other income (expense), net, (in millions):
                                                                Year Ended December 31,
                                                               2018                 2019
Other income (expense), net                              $        7,389       $        5,394
Other income (expense), net, as a percentage of revenues            5.4 %                3.3 %


Other income (expense), net, decreased $1,995 million from 2018 to 2019. This
decrease was primarily driven by a decrease in gains on equity securities, which
were $2,649 million in 2019 as compared to $5,460 million in 2018. The majority
of the gains in both periods were unrealized. The effect of the decrease in
gains on equity securities was partially offset by a decrease in performance
fees. The decrease in other income (expense) was also driven by a decrease in
gains on debt securities primarily due to an unrealized gain recognized in 2018
resulting from the modification of the terms of a non-marketable debt security.
Performance fees of $1,203 million have been reclassified from general and
administrative expenses to other income (expense), net, for 2018 to conform with
current period presentation. See Note 7 of the Notes to Consolidated Financial
Statements included in Part II, Item 8 of this Annual Report on Form 10-K for
further details.
Over time, other income (expense), net, as a percentage of revenues may be
affected by market dynamics and other factors. Equity values generally change
daily for marketable equity securities and upon the occurrence of observable
price changes or upon impairment of non-marketable equity securities. In
addition, volatility in the global economic climate and financial markets could
result in a significant change in the value of our equity securities.
Fluctuations in the value of these investments has, and we expect will continue
to, contribute to volatility of OI&E in future periods. For additional
information about equity investments, see Note 1 and Note 3 of the Notes to
Consolidated Financial Statements included in Part II, Item 8 of this Annual
Report on Form 10-K.

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Provision for Income Taxes
The following table presents our provision for income taxes (in millions) and
effective tax rate:
                               Year Ended December 31,
                                2018             2019

Provision for income taxes $ 4,177 $ 5,282 Effective tax rate

                12.0 %            13.3 %


Our provision for income taxes and our effective tax rate increased from 2018 to
2019, due to discrete events in 2018 and 2019. In 2018, we released our deferred
tax asset valuation allowance related to gains on equity securities and
recognized the benefits of the U.S. Tax Cuts and Jobs Act ("Tax Act"). In 2019,
we recognized an increase in discrete benefits related to the resolution of
multi-year audits, partially offset by the reversal of Altera tax benefit as a
result of the U.S. Court of Appeals decision. See Note 14 of the Notes to
Consolidated Financial Statements included in Part II, Item 8 of this Annual
Report on Form 10-K for further information.
As of December 31, 2019, we have simplified our corporate legal entity structure
and now license intellectual property from the U.S. that was previously licensed
from Bermuda. This will affect our geographic mix of earnings.
We expect our future effective tax rate to be affected by the geographic mix of
earnings in countries with different statutory rates. Additionally, our future
effective tax rate may be affected by changes in the valuation of our deferred
tax assets or liabilities, or changes in tax laws, regulations, or accounting
principles, as well as certain discrete items.

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Quarterly Results of Operations
The following tables presenting our quarterly results of operations should be
read in conjunction with the consolidated financial statements and related notes
included in Part II, Item 8 of this Annual Report on Form 10-K. We have prepared
the unaudited information on the same basis as our audited consolidated
financial statements. Our operating results for any quarter are not necessarily
indicative of results for any future quarters or for a full year.
The following table presents our unaudited quarterly results of operations for
the eight quarters ended December 31, 2019. This table includes all adjustments,
consisting only of normal recurring adjustments, that we consider necessary for
a fair presentation of our consolidated financial position and operating results
for the quarters presented. Seasonal fluctuations in internet usage and
advertiser expenditures, underlying business trends such as traditional retail
seasonality and macroeconomic conditions have affected, and are likely to
continue to affect, our business. Commercial queries typically increase
significantly in the fourth quarter of each year. These seasonal trends have
caused, and will likely continue to cause, fluctuations in our quarterly
results, including fluctuations in sequential revenue growth rates.
                                                                    Quarter Ended
                         Mar 31,      Jun 30,      Sept 30,      Dec 31,      Mar 31,      Jun 30,      Sept 30,     Dec 31,
                           2018         2018         2018          2018         2019         2019         2019         2019

                                                 (In millions, except per share amounts) (unaudited)
Consolidated Statements of Income Data:
Revenues                $ 31,146     $ 32,657     $  33,740     $ 39,276     $ 36,339     $ 38,944     $ 40,499     $ 46,075
Costs and expenses:
Cost of revenues          13,467       13,883        14,281       17,918       16,012       17,296       17,568       21,020
Research and
development                5,039        5,114         5,232        6,034        6,029        6,213        6,554        7,222
Sales and marketing        3,604        3,780         3,849        5,100        3,905        4,212        4,609        5,738
General and
administrative             1,403        1,764         1,753        2,003        2,088        2,043        2,591        2,829
European Commission
fines                          0        5,071             0            0        1,697            0            0            0
Total costs and
expenses                  23,513       29,612        25,115       31,055       29,731       29,764       31,322       36,809
Income from operations     7,633        3,045         8,625        8,221        6,608        9,180        9,177        9,266
Other income (expense),
net                        2,910        1,170         1,458        1,851        1,538        2,967         (549 )      1,438
Income from continuing
operations before
income taxes              10,543        4,215        10,083       10,072        8,146       12,147        8,628       10,704
Provision for income
taxes                      1,142        1,020           891        1,124        1,489        2,200        1,560           33
Net income              $  9,401     $  3,195     $   9,192     $  8,948     $  6,657     $  9,947     $  7,068     $ 10,671

Basic net income per
share of Class A and B
common stock and Class
C capital stock         $  13.53     $   4.60     $   13.21     $  12.87     $   9.58     $  14.33     $  10.20     $  15.49
Diluted net income per
share of Class A and B
common stock and Class
C capital stock         $  13.33     $   4.54     $   13.06     $  12.77

$ 9.50 $ 14.21 $ 10.12 $ 15.35




Capital Resources and Liquidity
As of December 31, 2019, we had $119.7 billion in cash, cash equivalents, and
marketable securities. Cash equivalents and marketable securities are comprised
of time deposits, money market funds, highly liquid government bonds, corporate
debt securities, mortgage-backed and asset-backed securities and marketable
equity securities.
As of December 31, 2019, we had long-term taxes payable of $7.3 billion related
to a one-time transition tax payable incurred as a result of the Tax Act. As
permitted by the Tax Act, we will pay the transition tax in annual interest-free
installments through 2025.
In 2017, 2018 and 2019, the EC announced decisions that certain actions taken by
Google infringed European competition law and imposed fines of €2.4 billion
($2.7 billion as of June 27, 2017), €4.3 billion ($5.1 billion as of June 30,
2018), and €1.5 billion ($1.7 billion as of March 20, 2019), respectively. While
each EC decision is under appeal, we included the fines in accrued expenses and
other current liabilities on our Consolidated Balance Sheets as we provided bank
guarantees (in lieu of a cash payment) for the fines.

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In November 2019, we entered into an agreement to acquire Fitbit, a leading
wearables brand, for $7.35 per share, representing a total purchase price of
approximately $2.1 billion as of the date of the agreement. The acquisition of
Fitbit is expected to be completed in 2020, subject to customary closing
conditions, including the receipt of regulatory approvals.
Our principal sources of liquidity are our cash, cash equivalents, and
marketable securities, as well as the cash flow that we generate from our
operations. The primary use of capital continues to be to invest for the long
term growth of the business. We regularly evaluate our cash and capital
structure, including the size, pace and form of capital return to stockholders.
We have a short-term debt financing program of up to $5.0 billion through the
issuance of commercial paper. Net proceeds from this program are used for
general corporate purposes. We had no commercial paper outstanding as of
December 31, 2019. We have $4.0 billion of revolving credit facilities expiring
in July 2023 with no amounts outstanding as of December 31, 2019. The interest
rate for the credit facilities is determined based on a formula using certain
market rates. We believe that our sources of funding will be sufficient to
satisfy our currently anticipated cash requirements including capital
expenditures, working capital requirements, potential acquisitions and other
liquidity requirements through at least the next 12 months.
As of December 31, 2019, we have senior unsecured notes outstanding due in 2021,
2024, and 2026 with a total carrying value of $4.0 billion.
As of December 31, 2019, we had remaining authorization of $20.8 billion for
repurchase of Class C capital stock. The repurchases are being executed from
time to time, subject to general business and market conditions and other
investment opportunities, through open market purchases or privately negotiated
transactions, including through Rule 10b5-1 plans. The repurchase program does
not have an expiration date. Please refer to Note 11 of the Notes to
Consolidated Financial Statements included in Part II, Item 8 of this Annual
Report on Form 10-K for additional information related to share repurchases.
We continue to make significant investments in land and buildings for data
centers and offices and information technology infrastructure through purchases
of property and equipment and lease arrangements to provide capacity for the
growth of our business. During the year ended December 31, 2019, we spent $23.5
billion on capital expenditures and recognized total operating lease assets of
$4.4 billion. As of December 31, 2019, the amount of total future lease payments
under operating leases, which had a weighted average remaining lease term of 10
years, was $13.9 billion. Finance leases were not material for the year ended
December 31, 2019. Please refer to Note 4 of the Notes to Consolidated Financial
Statements included in Part II, Item 8 of this Annual Report on Form 10-K for
further information on the leases.
The following table presents our cash flows (in millions):
                                             Year Ended December 31,
                                               2018            2019

Net cash provided by operating activities $ 47,971 $ 54,520 Net cash used in investing activities $ (28,504 ) $ (29,491 ) Net cash used in financing activities $ (13,179 ) $ (23,209 )




Cash Provided by Operating Activities
Our largest source of cash provided by our operations are advertising revenues
generated by Google properties and Google Network Members' properties.
Additionally, we generate cash through sales of apps, in-app purchases, digital
content products, and hardware; and licensing and service fees, including fees
received for Google Cloud offerings and subscription-based products.
Our primary uses of cash from our operating activities include payments to our
Google Network Members and distribution partners, and payments for content
acquisition costs. In addition, uses of cash from operating activities include
compensation and related costs, hardware inventory costs, other general
corporate expenditures, and income taxes.
Net cash provided by operating activities increased from 2018 to 2019 primarily
due to increases in cash received from revenues, offset by increases in cash
paid for cost of revenues and operating expenses.
Cash Used in Investing Activities
Cash provided by investing activities consists primarily of maturities and sales
of our investments in marketable and non-marketable securities. Cash used in
investing activities consists primarily of purchases of property and

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equipment, which primarily includes our investments in land and buildings for
data centers and offices and information technology infrastructure to provide
capacity for the growth of our businesses; purchases of marketable and
non-marketable securities; and payments for acquisitions.
Net cash used in investing activities increased from 2018 to 2019 primarily due
to a net increase in purchases of securities and an increase in payments for
acquisitions, partially offset by a decrease in payments for purchases of
property and equipment. The decrease in purchases of property and equipment was
driven by decreases in purchases of servers as well as land and buildings for
offices, partially offset by an increase in data center construction.
Cash Used in Financing Activities
Cash provided by financing activities consists primarily of proceeds from
issuance of debt and proceeds from sale of interest in consolidated entities.
Cash used in financing activities consists primarily of net payments related to
stock-based award activities, repurchases of capital stock, and repayments of
debt.
Net cash used in financing activities increased from 2018 to 2019 primarily due
to an increase in cash payments for repurchases of capital stock and a decrease
in proceeds from sale of interest in consolidated entities.
Contractual Obligations as of December 31, 2019
The following summarizes our contractual obligations as of December 31, 2019 (in
millions):
                                                         Payments Due By Period
                                                 Less than         1-3           3-5         More than
                                    Total         1 year          years         years         5 years
Operating lease obligations(1)   $  13,854     $     1,757     $   3,525     $   2,809     $     5,763
Obligations for leases that have
not yet commenced(1)                 7,418             249           850         1,314           5,005
Purchase obligations(2)              5,660           4,212           933           202             313
Long-term debt obligations(3)        5,288             227         1,258         1,224           2,579
Tax payable(4)                       7,315               0         1,166         3,661           2,488
Other long-term liabilities
reflected on our balance
sheet(5)                             1,484             245           643           367             229

Total contractual obligations $ 41,019 $ 6,690 $ 8,375

 $   9,577     $    16,377


(1)  For further information, refer to Note 4 of the Notes to Consolidated
     Financial Statements included in Part II, Item 8 of this Annual Report on
     Form 10-K.


(2)  Represents non-cancelable contractual obligations primarily related to

information technology assets and data center operation costs; purchases of

inventory; and digital media content licensing arrangements. The amounts


     included above represent the non-cancelable portion of agreements or the
     minimum cancellation fee. For those agreements with variable terms, we do

not estimate the non-cancelable obligation beyond any minimum quantities


     and/or pricing as of December 31, 2019. Excluded from the table above are
     open orders for purchases that support normal operations.

(3) Represents our principal and interest payments. For further information on

long-term debt, refer to Note 6 of the Notes to Consolidated Financial

Statements included in Part II, Item 8 of this Annual Report on Form 10-K.

(4) Represents one-time transition tax payable incurred as a result of the Tax

Act. For further information, refer to Note 14 of the Notes to Consolidated

Financial Statements included in Part II, Item 8 of this Annual Report on

Form 10-K. Excluded from the table above are long-term taxes payable of $2.6

billion as of December 31, 2019 primarily related to uncertain tax

positions, for which we are unable to make a reasonably reliable estimate of


     the timing of payments in individual years beyond 12 months due to
     uncertainties in the timing of tax audit outcomes.

(5) Represents cash obligations recorded on our Consolidated Balance Sheets,

including the short-term portion of these long-term liabilities, primarily

for the construction of offices and certain commercial agreements. These

amounts do not include the EC fines which are classified as current

liabilities on our Consolidated Balance Sheets. For further information


     regarding the EC fines, refer to Note 10 of the Notes to Consolidated
     Financial Statements included in Part II, Item 8 of this Annual Report on
     Form 10-K.


Off-Balance Sheet Arrangements
As of December 31, 2019, we did not have any off-balance sheet arrangements, as
defined in Item 303(a)(4)(ii) of Regulation S-K, that have or are reasonably
likely to have a current or future effect on our financial condition, changes in
our financial condition, revenues, or expenses, results of operations,
liquidity, capital expenditures, or capital resources that is material to
investors.

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Critical Accounting Policies and Estimates
We prepare our consolidated financial statements in accordance with GAAP. In
doing so, we have to make estimates and assumptions that affect our reported
amounts of assets, liabilities, revenues, expenses, gains and losses, as well as
related disclosure of contingent assets and liabilities. In some cases, we could
reasonably have used different accounting policies and estimates. In some cases,
changes in the accounting estimates are reasonably likely to occur from period
to period. Accordingly, actual results could differ materially from our
estimates. To the extent that there are material differences between these
estimates and actual results, our financial condition or results of operations
will be affected. We base our estimates on past experience and other assumptions
that we believe are reasonable under the circumstances, and we evaluate these
estimates on an ongoing basis. We refer to accounting estimates of this type as
critical accounting policies and estimates, which we discuss further below. We
have reviewed our critical accounting policies and estimates with the audit
committee of our board of directors.
Please see Notes to Consolidated Financial Statements included in Part II, Item
8 of this Annual Report on Form 10-K for a summary of significant accounting
policies and the effect on our financial statements.
Revenues
For the sale of third-party goods and services, we evaluate whether we are the
principal, and report revenues on a gross basis, or an agent, and report
revenues on a net basis. In this assessment, we consider if we obtain control of
the specified goods or services before they are transferred to the customer, as
well as other indicators such as the party primarily responsible for
fulfillment, inventory risk, and discretion in establishing price.
Income Taxes
We are subject to income taxes in the U.S. and foreign jurisdictions.
Significant judgment is required in evaluating our uncertain tax positions and
determining our provision for income taxes.
Although we believe we have adequately reserved for our uncertain tax positions,
no assurance can be given that the final tax outcome of these matters will not
be different. We adjust these reserves in light of changing facts and
circumstances, such as the closing of a tax audit or the refinement of an
estimate. To the extent that the final tax outcome of these matters is different
than the amounts recorded, such differences will affect the provision for income
taxes and the effective tax rate in the period in which such determination is
made.
The provision for income taxes includes the effect of reserve provisions and
changes to reserves that are considered appropriate as well as the related net
interest and penalties. In addition, we are subject to the continuous
examination of our income tax returns by the Internal Revenue Services (IRS) and
other tax authorities which may assert assessments against us. We regularly
assess the likelihood of adverse outcomes resulting from these examinations and
assessments to determine the adequacy of our provision for income taxes.
Loss Contingencies
We are regularly subject to claims, suits, government investigations, and other
proceedings involving competition and antitrust, intellectual property, privacy,
consumer protection, non-income taxes, labor and employment, commercial
disputes, content generated by our users, goods and services offered by
advertisers or publishers using our platforms, and other matters. Certain of
these matters include speculative claims for substantial or indeterminate
amounts of damages. We record a liability when we believe that it is probable
that a loss has been incurred and the amount can be reasonably estimated. If we
determine that a loss is reasonably possible and the loss or range of loss can
be estimated, we disclose the possible loss in the Notes to the Consolidated
Financial Statements.
We evaluate, on a regular basis, developments in our legal matters that could
affect the amount of liability that has been previously accrued, and the matters
and related reasonably possible losses disclosed, and make adjustments and
changes to our disclosures as appropriate. Significant judgment is required to
determine both the likelihood of there being, and the estimated amount of, a
loss related to such matters. Until the final resolution of such matters, there
may be an exposure to loss in excess of the amount recorded, and such amounts
could be material. Should any of our estimates and assumptions change or prove
to have been incorrect, it could have a material effect on our business,
consolidated financial position, results of operations, or cash flows.
Long-lived Assets
Long-lived assets, including property and equipment, long-term prepayments, and
intangible assets, excluding goodwill, are reviewed for impairment whenever
events or changes in circumstances indicate that the carrying amount of an asset
may not be recoverable. The evaluation is performed at the lowest level of
identifiable cash flows independent of other assets. An impairment loss would be
recognized when estimated undiscounted future cash flows generated

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from the assets are less than their carrying amount. Measurement of an
impairment loss would be based on the excess of the carrying amount of the asset
group over its fair value.
Fair Value Measurements
We measure certain of our non-marketable equity and debt investments, certain
other instruments including stock-based compensation awards settled in the stock
of certain Other Bets, and certain assets and liabilities acquired in a business
combination, at fair value on a nonrecurring basis. The determination of fair
value involves the use of appropriate valuation methods and relevant inputs into
valuation models. The fair value hierarchy prioritizes the inputs used to
measure fair value whereby it gives the highest priority to quoted prices
(unadjusted) in active markets for identical assets or liabilities and the
lowest priority to unobservable inputs. We maximize the use of relevant
observable inputs and minimize the use of unobservable inputs. Our use of
unobservable inputs reflects the assumptions that market participants would use
and may include our own data adjusted based on reasonably available information.
We apply judgment in assessing the relevance of observable market data to
determine the priority of inputs under the fair value hierarchy, particularly in
situations where there is very little or no market activity.
In determining the fair values of our non-marketable equity and debt
investments, as well as assets acquired (especially with respect to intangible
assets) and liabilities assumed in business combinations, we make significant
estimates and assumptions, some of which include the use of unobservable inputs.
Certain stock-based compensation awards may be settled in the stock of certain
of our Other Bets or in cash. These awards are based on the equity values of the
respective Other Bet, which requires use of unobservable inputs.
We also have compensation arrangements with payouts based on realized investment
returns, i.e. performance fees. We recognize compensation expense based on the
estimated payouts, which may result in expense recognized before investment
returns are realized, and may require the use of unobservable inputs.
Non-marketable Equity Securities
Our non-marketable equity securities not accounted for under the equity method
are carried either at fair value or under the measurement alternative. Under the
measurement alternative, the carrying value is measured at cost, less any
impairment, plus or minus changes resulting from observable price changes in
orderly transactions for the identical or a similar investment of the same
issuer. Determining whether an observed transaction is similar to a security
within our portfolio requires judgment based on the rights and obligations of
the securities. Recording upward and downward adjustments to the carrying value
of our equity securities as a result of observable price changes requires
quantitative assessments of the fair value of our securities using various
valuation methodologies and involves the use of estimates.
Non-marketable equity securities are also subject to periodic impairment
reviews. Our quarterly impairment analysis considers both qualitative and
quantitative factors that may have a significant effect on the investment's fair
value. Qualitative factors considered include industry and market conditions,
financial performance, business prospects, and other relevant events and
factors. When indicators of impairment exist, we prepare quantitative
assessments of the fair value of our equity investments using both the market
and income approaches which require judgment and the use of estimates, including
discount rates, investee revenues and costs, and comparable market data of
private and public companies, among others. When our assessment indicates that
an impairment exists, we measure our non-marketable securities at fair value.

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