UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
     
Form FORM 10-K
  
(Mark One) 
þANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d)
OF THE SECURITIES EXCHANGE ACT OF 1934
For the fiscal year ended December 31, 2019
For the fiscal year ended December 31, 2018
Or
¨TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d)

OF THE SECURITIES EXCHANGE ACT OF 1934
 For the transition period from                 to
Commission File Number 001-36198
     
Intercontinental Exchange, Inc.INTERCONTINENTAL EXCHANGE, INC.
(Exact name of registrant as specified in its charter)
Delaware46-2286804
(State or other jurisdiction of
incorporation or organization)
(IRS Employer
Identification Number)
5660 New Northside Drive, 30328
Atlanta, Georgia(Zip Code)
5660 New Northside Drive,
Atlanta, Georgia
30328
(Zip Code)
(Address of principal executive offices) 
(770)857-4700
Registrant’s telephone number, including area code
     
Securities registered pursuant to Section 12(b) of the Act:
Title of Each ClassTrading Symbol(s)Name of Each Exchange on Which Registered
Common Stock, $0.01 par value per shareICENew York Stock Exchange
Securities registered pursuant to Section 12(g) of the Act:
None
     
Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act.     Yesþ   No  ¨
Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Exchange Act.   Yes   ¨Noþ
Indicate by check mark whether the registrant: (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports),; and (2) has been subject to such filing requirements for the past 90 days.    Yesþ    No  ¨
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files).  Yesþ  No ¨
Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K is not contained herein, and will not be contained, to the best of the registrant’s knowledge, in definitive proxy or information statements incorporated by reference in Part III of this Form 10-K or any amendment to this Form 10-K.   þ
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,”company” and “emerging"emerging growth company”company" in Rule 12b-2 of the Exchange Act.
Large accelerated filerþ
Accelerated filer¨
Non-accelerated filer¨
Smaller reporting company¨
 
Emerging growth company¨

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act ¨Act.       ☐   
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).    Yes   ¨   No   þ
The aggregate market value of the registrant’s voting and non-voting common equity held by non-affiliates computed by reference to the price at which the common equity was last sold as of the last business day of the registrant’s most recently completed second fiscal quarter was $42,085,643,250. $48,031,836,007.
As of February 4, 2019,3, 2020, the number of shares of the registrant’s Common Stock outstanding was 568,498,076553,450,116 shares.
DOCUMENTS INCORPORATED BY REFERENCE
Certain information contained in the registrant’s Proxy Statement for the 20192020 Annual Meeting of Stockholders is incorporated herein by reference in Part III of this Annual Report on Form 10-K. The Proxy Statement will be filed with the Securities and Exchange Commission within 120 days after the end of the registrant’s fiscal year to which this report relates.
     








 
 
Intercontinental Exchange, Inc.
ANNUAL REPORT ON FORM 10-K
For the Fiscal Year Ended December 31, 20182019
TABLE OF CONTENTS
 
 
  
Item
Number
 
Page
Number
 
Page
Number
PART I PART I 
1.
1(A).
1(B).
2.
3.
4.
  
PART II PART II 
5.
6.
7.
7(A).
8.
9.
9(A).
9(B).
  
PART III PART III 
10.
11.
12.
13.
14.
  
PART IV PART IV 
15.
16.






PART I
In this Annual Report on Form 10-K, or Annual Report, and unless otherwise indicated, the terms “Intercontinental Exchange,” “ICE,” “we,” “us,” “our,” “our company,” and “our business” refer to Intercontinental Exchange, Inc. together with its consolidated subsidiaries. References to “ICE products” mean products listed on one or more of our markets. All references to “options” or “options contracts” in the context of our futures products refer to options on futures contracts. Solely for convenience, references in this Annual Report to any trademarks, service marks and trade names owned by ICE are listed without the ®, ™ and © symbols, but we will assert, to the fullest extent under applicable law, our rights to these trademarks, service marks and trade names. 
We also include references to third-party trademarks, trade names and service marks in this Annual Report. Except as otherwise expressly noted, our use or display of any such trademarks, trade names or service marks is not an endorsement or sponsorship and does not indicate any relationship between us and the parties who own such marks and names.
The following discussion should be read in conjunction with our consolidated financial statements and related notes included elsewhere in this Annual Report. Due to rounding, figures in tables may not sum exactly. All references to “options” or “options contracts” in the context of our futures products refer to options on futures contracts.
Forward-Looking Statements
This Annual Report, including the sections entitled “Business,” “Legal Proceedings,” “Risk Factors” and “Management’s Discussion and Analysis of Financial Condition and Results of Operations,” contains “forward-looking statements” as defined in the Private Securities Litigation Reform Act of 1995. Any statements contained herein that are not statements of historical fact may be forward-looking statements. Any forward looking
These forward-looking statements relate to future events or our future financial performance and are based on our present beliefs and assumptions, as well as the information currently available to us. They involve known and unknown risks, uncertainties and other factors that may cause our results, levels of activity, performance, cash flows, financial position or achievements to differ materially from those expressed or implied by these statements.
Forward-looking statements may be introduced by or contain terminology such as “may,” “will,” “should,” “could,” “would,” “targets,” “goal,” “expect,” “intend,” “plan,” “anticipate,” “believe,” “estimate,” “predict,” “potential,” “continue,” or the antonyms of these terms or other comparable terminology.
Forward-looking statements relate to future events or our future financial performance and involve known and unknown risks, uncertainties and other factors that may cause our results, levels of activity, performance, cash flows, financial position or achievements to differ materially from those expressed or implied by these statements. Although we believe that the expectations reflected in the forward-looking statements are reasonable, we cannot guarantee future results, levels of activity, performance, cash flows, financial position or achievements. Accordingly, we caution you not to place undue reliance on any forward-looking statements we may make.
Factors that may affect our performance and the accuracy of any forward-looking statements include, but are not limited to, those listed below:
conditions in global financial markets and domestic and international economic, political and social conditions;
the impact of the introduction of or any changes in laws, regulations, rules or government policies with respect to financial markets, climate change, increased regulatory scrutiny or enforcement actions and our ability to comply with these requirements;
volatility in commodity prices, equity prices and price volatility of financial benchmarks and instruments such as interest rates, credit spreads, equity indices, and foreign exchange rates;rates, and mortgage origination and refinancing trends;
the business environment in which we operate and trends in our industry, including trading volumes, clearing, data services, fees, changing regulations, competition and consolidation;
our ability to minimize the risks associated with operating clearing houses in multiple jurisdictions;
our equity and options exchanges and the exchanges’ compliance with their respective regulatory and oversight responsibilities;
the resilience of our electronic platforms and soundness of our business continuity and disaster recovery plans;
continued highchanges in renewal rates of subscription-based data revenues;
our ability to execute our growth strategy, identify and effectively pursue, implement and integrate acquisitions and strategic alliances;alliances and to realize the synergies and benefits of such transactions within the expected time frame;
the performance and reliability of our trading and clearing technologies and those of third-party service providers;
our ability to keep pace with technological developments and client preferences;
our ability to ensure that the technology we utilize is not vulnerable to cyber-attacks, hacking and other cybersecurity risks or other disruptive events;
our ability to identify trends and adjust our business to benefit from such trends;
our ability to evolve our benchmarks and indices in a manner that maintains or enhances their reliability and relevance;
the accuracy of our cost and other financial estimates and our belief that cash flows from operations will be sufficient to service our debt and to fund our operational and capital expenditure needs;
our ability to secure additional debt;
our ability to maintain existing market participants and data customers, and to attract new ones, andones;

our ability to offer additional products and services, leverage our risk management capabilities and enhance our technology in a timely and cost-effective fashion;
our ability to attract and retain key talent;
our ability to protect our intellectual property rights and to operate our business without violating the intellectual property rights of others;
potential adverse results of threatened or pending litigation and regulatory actions and proceedings; and
our ability to realize the expected benefits of our majority investment in Bakkt which could result in additional unanticipated costs and risks.risks; and
our ability to detect illegal activity such as fraud, money laundering, tax evasion and ransomware scams through digital currency transactions that are easily exploited.
These risks and other factors include, among others, those set forth in Item 1(A) under the caption “Risk Factors” and elsewhere in this Annual Report, as well as in other filings we make with the Securities and Exchange Commission, or SEC.

Due to the uncertain nature of these factors, management cannot assess the impact of each factor on the business or the extent to which any factor, or combination of factors, may cause actual results to differ materially from those contained in any forward-looking statements.
Any forward-looking statement speaks only as of the date on which such statement is made, and we undertake no obligation to update any of these statements to reflect events or circumstances occurring after the date of this Annual Report. New factors may emerge and it is not possible to predict all factors that may affect our business and prospects.






ITEM 1.BUSINESS
Introduction
We are a leading global operator of regulated exchanges, clearing houses and listings venues, and a provider of data services for commodity, financial, fixed income and equity markets. We operate regulated marketplaces for listing, trading and clearing of a broad array of derivatives contracts and securities across major asset classes, including energy and agricultural commodities, metals, interest rates, equities, exchange traded funds, or ETFs, credit derivatives, digital assets, bonds and currencies. Wecurrencies, and also offer mortgage and technology services. In addition, we offer comprehensive data services to support the trading, investment, risk management and connectivity needs of customers around the world and across major asset classes.
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Our History
In 2000, ICE was founded with the idea of transforming the energy markets by creating a marketplace that removed barriers and drove greater transparency and access. By staying close to our customers, we have expanded into new asset classes and services, while retaining a core mission of reducing friction in markets and bringing efficiency to our customers’ workflows.
Today, we are a Fortune 500 company, providing a global community of market participants an array of execution venues, risk management tools, capital-raising capabilities and mission-critical data and analytics. With a leading-edge approach to developing technology, we provide trading infrastructure in major market centers around the world, offering customers the ability to manage risk and make informed decisions in the jurisdictions and asset classes of their choice. By leveraging our core strengths, we willseek to continue to identify new ways to serve our customers and transform global markets.
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Our Business Segments
Our business is conducted through two reportable business segments:
Trading and Clearing; and
Data and Listings.

The majority of our identifiable assets are located in the United States, or U.S. and the United Kingdom, or U.K. For a summary of our revenues, net assets and net property and equipment by geographic region, see Note 18 to our consolidated financial statements included in this Annual Report.
Trading and Clearing Segment
We provide execution and risk management services to businesses, investors and traders across major asset classes, such as commodities, interest rates, credit default swaps, or CDS, bonds, foreign exchange, equities and mortgage-related products. We operate multiple trading venues, including 12 regulated exchanges and six clearing houses, which are strategically positioned in major market centers around the world, including the U.S., U.K., European Union, or EU, Canada and Singapore.
The Trading and Clearing segment accounted for 49% of our consolidated revenues, or $2.4$2.5 billion in 2018.2019. Our Trading and Clearing business can experience moderate seasonal fluctuations, although such seasonal impacts have been somewhat negated in periods of high volume trading. Key products offeredasset classes include:
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Energy Futures and Options: We are a leading marketplace for global crude and refined oil. We offer trading and clearing services across a range of global benchmark contracts, including: Brent, West Texas Intermediate, or WTI, Platts Dubai, Gasoil, Heating Oil, and hundreds of additional grades. The Brent complex, which includes the ICE Brent crude futures contract, our largest contract by volume traded, is a group of related benchmarks used to price a range of traded oil products, including approximately two-thirds of the world’s internationally traded crude oil. The ICE Low Sulphur Gasoil futures contract is a European diesel oil contract that serves as a middle distillate pricing benchmark for refined oil products, particularly in Europe and Asia. We also operate the world’s second largest market for trading in WTI crude oil futures, as measured by the volume of contracts traded. The WTI crude futures contract is the benchmark for pricing U.S. crude oil.tcchart12920v1.jpg
Energy Futures and Options: We are a leading marketplace for global crude and refined oil. We offer trading and clearing services across a range of global benchmark contracts, including: Brent, West Texas Intermediate, or WTI, Platts Dubai, Gasoil, Heating Oil, and hundreds of additional grades and related spread contracts. The Brent complex, which includes the ICE Brent crude oil futures contract, our largest contract by volume traded, is a group of related benchmarks used to price a range of traded oil products, including approximately two-thirds of the world’s internationally traded crude oil. The ICE Low Sulphur Gasoil futures contract is a European diesel oil contract that serves as a middle distillate pricing benchmark for refined oil products, particularly in Europe and Asia. We also operate the world’s second largest market for trading in WTI crude oil futures, as measured by the volume of contracts traded. The WTI crude futures contract is the benchmark for pricing U.S. crude oil. Together, these benchmarks form the foundation for a suite of more than 600 other related oil products such as locational spreads, product spreads and refining spreads. These are precise risk management tools that benefit from the deep liquidity in, and their relationship to, our global oil benchmarks.
Our global natural gas complex spans important trading hubs from the U.S. and Canada to Europe and Asia, underpinned by a global offering of more than 600800 financially and physically-delivered natural gas contracts. We support liquidity and risk management across markets, from key delivery points in the U.S. to the U.K. National Balancing Point, or NBP, and European TTF futures contracts. In Asia, our Japan Korea Marker (JKM) Liquefied Natural Gas, or LNG, futures contract has become the leading LNG benchmark.
In our power markets, we offer a global suite of electric power contracts and are the largest venue for electronic power trading in the world. In addition, we operate the world’s leading market for emissions trading, an important component of risk management for global corporations and energy intensive industries.industries in working to mitigate climate impacts.

Agricultural & Metals Futures and Options: We offer benchmark futures and options contracts on the most globally relevant commodities including: sugar, coffee, cocoa, cotton and frozen concentrated orange juice, as well as key metal contracts such as gold, silver and iron ore. Our markets provide global businesses effective price risk management tools to hedge input costs critical to the global flow of goods and services around the world.

Financial Futures and Options: Our global interest rate complex spans geographies, currencies and tenors, providing market participants with effective tools to manage global interest rate risk. We offer the largest marketplace to transact in U.K. and European interest rates, including Short Sterling, Gilts, Sterling Overnight Index Average, or SONIA, and Euribor. In addition, we offer one- and three-month contracts on the Secured Overnight Financing Rates, or SOFR, adding to our interest rate complex. Other Financial Futures and Options include a range of contracts on key global equity and FX benchmarks such as the MSCI® World, MSCI® Emerging Markets, MSCI® EAFE, the FTSE® 100 and the U.S. Dollar Index, or USDX.


Cash Equities and Equity Options: Through our five registered securities exchanges, including the New York Stock Exchange, or the NYSE, we serve a broad range of global capital markets participants, including investors, traders, market makers and global corporations. With a mission to provide a transparent, efficient and high quality trading market to our customers, we operate five cash equity exchange venues and two options markets.

Fixed Income and Credit: We offer electronic trade execution for CDS instruments and are the industry leader in global CDS clearing, as measured by gross notional cleared. ICE Bonds, our fixed income execution business, offers deep liquidity pools across multiple trading protocols, such as click-to-trade, auctions and request for quote, or RFQ, providing our customers a choice in how they manage fixed income risk.
Agricultural & Metals Futures and Options: We offer benchmark futures and options contracts on the most globally relevant commodities including: sugar, coffee, cocoa and cotton, as well as key metal contracts such as


gold, silver and iron ore. Our markets provide global businesses effective price risk management tools to hedge input costs critical to the global flow of goods and services around the world.

Financial Futures and Options: Our global interest rate complex spans geographies, currencies and tenors, providing market participants with effective tools to manage global interest rate risk. We offer the largest marketplace to transact in U.K. and European interest rates, including Short Sterling, Gilts, Sterling Overnight Index Average, or SONIA, and Euribor. In addition, we recently launched one- and three-month contracts on the Secured Overnight Financing Rates, or SOFR, adding to our interest rate complex. Other Financial Futures and Options include a range of contracts on key global equity and FX benchmarks such as the MSCI® World, MSCI® Emerging Markets, MSCI® EAFE, the FTSE® 100 and the U.S. Dollar Index, or USDX®.

Cash Equities and Equity Options: Through the New York Stock Exchange, or the NYSE, we serve a broad range of global capital markets participants, including investors, traders, market makers and global corporations. With a mission to provide the most transparent, efficient and highest quality trading experience to our customers, the NYSE operates five cash equity exchange venues and two options markets, providing customers with unique optionality and choice in how they transact and manage risk.

Fixed Income and Credit: We offer electronic trade execution for credit default swap, or CDS, instruments and are the industry leader in global CDS clearing, as measured by gross notional cleared. Our fixed income execution businesses offer deep liquidity pools across multiple trading protocols, such as click-to-trade, auctions and request for quote, or RFQ, providing our customers choice in how they manage fixed income risk. Through ICE Mortgage Services, we operate the Mortgage Electronic Registration Systems, or MERS, a national electronic database that tracks changes in mortgage servicing and beneficial ownership interests in U.S. residential loans.
loans, and Simplifile, LC, or Simplifile, which serves as an electronic liaison between lenders, settlement agents and county recording offices, streamlining the local recording of residential mortgage transactions in the U.S.


OTC and Other Transactions: Our over-the-counter, or OTC, energy markets comprise of bilaterally-traded energy contracts. We operate our financially-settled bilateral energy markets through ICE Swap Trade, and we offer electronic trading of contracts based on physically-settled natural gas, power and refined oil contracts through ICE U.S. OTC Commodity Markets.

Other Revenue: Other revenues primarily include interest income on certain clearing margin deposits, regulatory penalties and fines, fees for use of our facilities, regulatory fees charged to member organizations of our U.S. securities exchanges, designated market maker service fees, technology development fees, exchange membership fees and agricultural grading and certification fees.
OTC and Other Transactions: Our over-the-counter, or OTC, energy markets comprise bilaterally-traded energy contracts. We operate our financially-settled bilateral energy markets through ICE Swap Trade and we offer electronic trading of contracts based on physically-settled natural gas, power and refined oil contracts through ICE U.S. OTC Commodity Markets.

Other Revenue: Other revenues primarily include interest income on certain clearing margin deposits, regulatory penalties and fines, fees for use of our facilities, regulatory fees charged to member organizations of our U.S. securities exchanges, designated market maker service fees, exchange membership fees and agricultural grading and certification fees.


We operate six clearing houses, each of which acts as a central counterparty that, for its clearing members, becomes the buyer to every seller and the seller to every buyer. Through this central counterparty function, our clearing houses provide financial security for each transaction, for the duration of the position, by limiting counterparty credit risk. Our clearing houses are responsible for providing clearing services to each of our futures exchanges and certain of our clearing houses clear contracts traded outside of our execution venues.


Mechanisms have been created, called guaranty funds, to provide partial protection in the event of a clearing member default. With the exception of ICE NGX Canada Inc., or ICE NGX, each of the ICE Clearing Houses requires that each clearing member make deposits into a guaranty fund maintained by the relevant ICE Clearing House. In addition, we have contributed $320$404 million of our own cash to the guaranty funds as set forthincluded in the table below, and such amounts are at risk and could be used in the event of a clearing member default. In September 2019, we also added a layer of insurance to our clearing member default protection. The default insurance has a three-year term that commenced on September 17, 2019, for the following clearing houses in the following amounts: ICE Clear Credit - $50 million; ICE Clear Europe - $75 million; and, ICE Clear US - $25 million. In addition, ICE NGX maintains a guaranty fund of $100 million funded by a letter of credit issued by a major Canadian bank, and backed by default insurance.
Our contributions to each clearing house as of December 31, 20182019 are listed below and our clearing houses are referred to herein collectively as “the ICE Clearing Houses”:

Clearing HouseProducts ClearedLocationExchange where ExecutedLocation
ICE's Contribution to the
Guaranty Fund
ICE Clear Europe Energy, agricultural, interest rates and equity index futures and options contracts and OTC European CDS instrumentsU.K.ICE Futures Europe, ICE Futures U.S., ICE Endex, and ICE EndexU.K.third-party venues$206308 million
ICE Clear U.S.Agricultural, metals, FX, and equity index futures and options contracts and digital assets futures contractsU.S.ICE Futures U.S.U.S.$61128 million

ICE Clear CreditNorth American, European, Asian-Pacific and Emerging Market CDS instrumentsU.S.Creditex, OTC and third-party venuesU.S.$50100 million
ICE Clear NetherlandsApproved to offer clearing for DutchDerivatives on equities and equity options through ICE Endexindices traded on regulated marketsThe NetherlandsICE EndexEU$2 million
ICE Clear SingaporeEnergy, metals and financial futures productsSingaporeICE Futures SingaporeSingapore$1 million
ICE NGXPhysical North American natural gas, electricity and oil futuresCanadaICE NGXCanada$115 million
On January 31, 2019, we increasedOf our total contribution to ICE Clear Europe’s guaranty fund by $27U.S. above, $35 million dueis solely applicable to changes in the size of its futures and options guaranty fund which included an increase to our exchange contribution to reflect an increase in the size of the average guaranty fund contributions.
ICE NGX maintains a guaranty fund utilizing a $100 million letter of creditany losses associated with a major Canadian bank and backed by a default insurance policy. In the event of a participant default where a participant’s collateral becomes depleted, the remaining shortfall would be covered by a draw down on the letter of credit, following which ICE NGX would pay the first $15 million in losses per its deductible and recover additional losses under the insurance policy up to $100 million.
We previously operated ICE Clear Canada for the clearing and settlement of our canoladigital asset contracts. On July 30, 2018, we transitioned the clearing of those contracts to ICE Clear U.S., after which ICE Clear Canada ceased operations.
Data and Listings Segment
We provide a range of data and listing services for global financial and commodity markets, including pricing and reference data, exchange data, analytics, feeds, index services, desktops and connectivity solutions as well as corporate and ETF listing services on our cash equity exchanges. Our Data and Listings segment generated revenues of $2.6 billion in 2018 and accounted for 51% of our consolidated revenues. Revenues in our Data and Listings segment are largely subscription-based and recurring in nature and generally not impacted by seasonality. The Data and Listings segment generated revenues of $2.7 billion in 2019 and accounted for 51% of our consolidated revenues.
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Pricing and Analytics: We provide global securities evaluations, reference data, market indices, risk analytics, derivative pricing and other information designed to address our customers’ portfolio management, trading, risk management, reporting valuation and regulatory compliance needs.

Pricing and Analytics: We provide global securities evaluations, reference data, market indices, risk analytics, derivative pricing and other information designed to meet our customers’ portfolio management, trading, risk management, reporting valuation and regulatory compliance needs.
We provide fixed income valuations, including independent evaluated pricing services, on nearly 2.72.8 million fixed income securities and other hard-to-value financial instruments each day. These instruments span approximately 145154 countries and 65 currencies that cover a wide range of financial instruments including sovereign, corporate and municipal bonds, mortgage and asset-backed securities and leveraged loans.

Our reference data complements our evaluated pricing services by offering our clients a broad range of descriptive information, covering nearly 13over 33 million financial instruments across over 210 markets. Our reference data coverage increased from 13 million securities in 2018 by adding both active and inactive, or historical, securities. This data is used by clients to inform risk management, support regulatory and compliance needs, create indices and improve operational efficiency. Additionally, we completed a unified and comprehensive reference data service for exchange traded derivatives, or ETD, products traded on ICE exchanges and cleared at ICE Clearing Houses.
We also offer a range of multi-asset class analytics including valuation services for OTC derivatives and structured products, best execution services, ICE Liquidity Indicators™ and fixed income and equity portfolio analytics to help analyze risk and return exposures. These offerings, including our pricing and reference data, are delivered over our secure technology platforms and are used by investment professionals to simulate various market environments to help forecast performance, construct portfolios, validate investment strategies, conduct stress testing, generate dynamic risk measures, analyze asset cash flows and support regulatory compliance requirements.
We also design and distribute many of today’s leading indices and benchmarks across fixed income, equity, commodity and currency markets. Our ICE Bank of America Merrill Lynch,Data Indices, LLC, or ICE BofAML,Data Indices, which includes the ICE BofA indices, areis the benchmark provider for more than $1 trillion in fund assets, and is second largest in benchmarked assets under management, or AUM, for fixed income index family in the market, serving as the performance benchmarks for nearly $1 trillion of fund assets.funds. Our index calculation agent services provide clients with independent and objective operational outsourcing, including design, support, maintenance, calculation and distribution of third-party indices. Our ETF valuations service provides clients with intraday calculations of indicative net asset values, or iNAVs.
ICE Benchmark Administration, or IBA, is the regulated administrator of a range of benchmarks including the London Interbank Offered Rate, or LIBOR, the ICE Swap Rate, the London Bullion Market, or LBMA Gold and Silver Price and the ISDA Standard Initial Margin Model, or SIMM, Crowdsourcing Utility. IBA has implemented processes, governance, systems and technology that enhance the transparency and security of these benchmarks and services, which are relied upon globally.
Exchange Data and Feeds: We provide real-time, historical, and derived pricing data, order book and transaction information related to our trading venues, which span global commodity and financial markets. We publish a broad range of proprietary data and content from our electronic futures trading platform, as well as our cash equity and equity options venues. In addition, we receive a share of revenue from the National Market System Plan, or NMS Plan. Under the NMS Plan, the Financial Industry Markets Authority, or FINRA, and all SEC-registered securities exchanges send trades and top-of-book quotes in exchange listed securities to a central consolidator, which then distributes the data pursuant to SEC-approved requirements. Finally, through our consolidated feeds business, we offer a broad array of third-party trading venues and news feeds.
Desktops and Connectivity: Our Desktop and Connectivity services provide the connection to our exchanges, clearing houses and data centers. These services also facilitate the global distribution of our ICE Data Services data. Through our ICE Global Network, we offer connectivity solutions to access markets and data through highly secure, resilient and low latency network options, as well as global colocation services and Direct Market Access provides connectivity to over 150 trading venues and data from over 750 third-party sources. Our ICE Global Network wireless service offers one of the most extensive ultra-low latency network connectivity solutions among the New York, Chicago, Toronto and Tokyo metro areas. Our Desktop service offers a range of products and services to support commodity and energy traders, risk managers, financial advisors, wealth managers, retail traders, Investor Relations Officers and Chief Financial Officers. These applications deliver real-time financial market information and decision-support tools to help clients analyze financial markets and make investment decisions. Our robust instant messaging, or IM, system protects the privacy of clients’ business information while allowing collaboration with nearly 100,000 market participants in the industry through a secure channel.
Listings: Through our listings services, we offer corporate and ETF issuers access to the U.S. capital markets. Our listing venues allow companies to list domestic and international equity securities, corporate structured products, convertible bonds, trackers and debt securities. In 2019, the NYSE and NYSE American LLC, or NYSE American, raised the most capital, globally, for the ninth consecutive year, with approximately $112 billion raised in initial public offerings, or IPOs, and follow-on offerings from over 300 transactions. The total capital raised by NYSE-listed and
Exchange Data and Feeds: We provide real-time, historical, and derived pricing data, order book and transaction information related to our trading venues, which span global commodity and financial markets. We publish a broad range of prices and other transaction data and related content from our electronic futures trading platform, as well as data from a broad array of third-party trading venues and news feeds through our ICE Consolidated Feed offering. In addition, we develop equity market data solutions, known as proprietary data. We package this exchange proprietary market data as real-time products and as historical products, which are used for analysis by market participants and observers. Finally, we receive a share of revenue from the National Market System Plan, or NMS Plan, consolidated data products. Under the NMS Plan, all SEC-registered securities exchanges send their trades and top-of-book quotes in exchange listed securities to a central consolidator, which then distributes the data pursuant to SEC requirements.

Desktops and Connectivity: Our Desktop and Connectivity services provide the connection to our exchanges, clearing houses and data centers. These services also facilitate the global distribution of our ICE Data Services data. We offer connectivity solutions to access markets and data through highly secure, resilient and low latency network options through our ICE Global Network, as well as global colocation services and Direct Market Access to over 150 venues. Our ICE Global Network wireless service offers one of the most extensive ultra-low latency network connectivity solutions among the New York, Chicago, Toronto and Tokyo metro areas. Our Desktop service offers a range of products and services to support commodity and energy traders, risk managers, financial advisors, wealth managers, retail traders, Investor Relations Officers and Chief Financial Officers. These applications deliver real-time financial market information and decision-support tools to help clients analyze financial markets and make investment decisions. Our robust instant messaging, or IM, system protects the privacy of clients’ business information while allowing collaboration with other market participants in the industry through a secure, compliant channel.
Listings: Through our listings services, we offer corporate and ETF issuers access to the U.S. capital markets. Our listing venues allowNYSE American-listed companies to list domestic and international equity securities, corporate structured products, convertible bonds, trackers and debt securities. In 2018, the NYSE was the global leader in capital raised for the eighth consecutive year, with approximately $125 billion raised in total initial public offering, or IPO, proceeds and follow-on offerings from over 350 transactions, almost 1.5x30% higher than the capital raised by the next largest exchange and more than any other exchange in the world.
Product and Services Development
We leverage our customer relationships, global distribution, technology infrastructure and software development capabilities to diversify our products and services. We are continually developing, evaluating and testing new products for introduction into our markets to better serve our client base. The majority of our product development relates to evaluating new contracts or new markets based on customer demand. New contracts often must be reviewed and approved by relevant regulators. Outside of third-party licensing costs, we typically do not incur separate, material costs for the development of new products - such costs are embedded in our normal costs of operations.

While we primarily develop our products and services internally, we also periodically evaluate and enter into strategic partnerships and licensing arrangements to develop new products and services. We intend to continue to invest to expand our trading, clearing, data and listings offerings to serve the evolving needs of our global customer base.
Technology
Technology is a key component of our business strategy and competitive position and we regard effective execution of our technology initiatives as crucial to our sustainable business operations, market competitiveness, compliance and risk management and overall success. Our technology solutions support the entire risk management workflow: trading and clearing technology, multi-asset class analytics, risk assessment tools, robust data offerings, instant messaging capabilities and flexible connectivity and delivery solutions. Where feasible, we design and build our own systems and write our own software programs since we believe that having control over our technology allows us to be more responsive to our customers’ needs, better support the dynamic nature of our business, provide the highest quality markets and deliver relevant, timely and actionable data to the markets and customers we serve.
ICE Trading Platform and Technology: The ICE trading platform supports trading in our cleared futures and options markets as well as our bilateral OTC markets. We also offer voice brokers a facility for submitting block trades for products that are eligible for clearing. Speed, reliability, resilience, capacity and security are critical performance criteria for electronic trading platforms. Connectivity to our trading platform for our markets is available through our web-based front-end, as well as multiple independent software vendors, or ISVs, and application programming interfaces, or APIs.
Clearing Technology: A broad range of trade management and clearing services are offered through the integrated technology infrastructure that serves our clearing houses. The ICE clearing systems encompass a number of integrated systems, including post-trade position management, risk management, settlement and treasury and reporting functions. A core component of our derivatives clearing houses is the risk management of clearing firm members. Our extensive technology and rules-based risk systems provide analytical tools that allow us to determine margin, evaluate credit risk and monitor the trading activities and overall risk of the clearing members.

NYSE Trading Platforms and Related Technology: The NYSE electronic trading platform features an open system architecture that allows users to access our system via one of the many front-end trading applications developed by ISVs. For equity options, we offer a hybrid model of electronic and open outcry trading through NYSE American Options and NYSE Arca Options. We developed an integrated trading platform and matching engine known as NYSE Pillar and have migrated all of our cash equity securities markets to this platform. We also expect to migrate our equity options markets to this platform, which have historically operated on distinct platforms. This integrated platform is expected to improve performance and reduce the complexity of operating multiple trading systems.
ICE Trading Platform and Technology: The ICE trading platform supports trading in our cleared futures and options markets as well as our bilateral OTC markets. We also offer voice brokers a facility for submitting block trades for products that are eligible for clearing. Speed, reliability, resilience, capacity and security are critical performance criteria for electronic trading platforms. Connectivity to our trading platform for our markets is available through our web-based front-end, as well as multiple independent software vendors, or ISVs, and application programming interfaces, or APIs.
ICE Data Services Technology: ICE Data Services technology uses integrated platforms to capture, store and process information, perform analytics and maintain connectivity solutions using a single configurable data capture mechanism and a flexible delivery capability. Together, the platforms enable real-time processing and delivery of information, accelerate new product development and improve production reliability. Our data and analytics are delivered via real-time messaging, files, web services and other on-demand facilities and state-of-the-art front-ends. In addition, the technology underpinning our ICE Global Network supports scalable bandwidth and a wide variety of connectivity options including fiber, wireless, colocation and hosting.

Clearing Technology: A broad range of trade management and clearing services are offered through the integrated technology infrastructure that serves our clearing houses. The ICE clearing systems encompass a number of integrated systems, including post-trade position management, risk management, settlement and treasury and reporting functions. A core component of our derivatives clearing houses is the risk management of clearing firm members. Our extensive technology and rules-based risk systems provide analytical tools that allow us to determine margin, evaluate credit risk and monitor trading activities as well as the overall risk of the clearing members.
Business Continuity Planning and Disaster Recovery:We maintain comprehensive business continuity and disaster recovery plans and facilities designed to enable nearly continuous availability of our markets and other

NYSE Trading Platforms and Related Technology: The NYSE electronic trading platform features an open system architecture that allows users to access our system via one of the many front-end trading applications developed by ISVs. For equity options, we offer a hybrid model of electronic and open outcry trading through NYSE American Options and NYSE Arca Options. We have developed an integrated trading platform and matching engine known as NYSE Pillar and have migrated NYSE Arca Equities, NYSE American, NYSE National, and NYSE Tapes B and C to this platform. We also plan to complete the migration for our remaining U.S. cash equities and equity options markets in 2019, which currently operate on distinct platforms. This integrated platform with single specification will improve performance and reduce the complexity of operating multiple equity and options trading systems.

ICE Data Services Technology: ICE Data Services technology uses integrated platforms to capture, store and process information, perform analytics and maintain connectivity solutions using a single configurable data capture mechanism and a flexible delivery capability. Together, the platforms enable real-time processing and delivery of information, accelerate new product development and improve production reliability. Our data and analytics are delivered via real-time messaging, files, web services and other on-demand facilities and state-of-the-art front-ends. In addition, the technology underpinning our ICE Global Network supports scalable bandwidth and a wide variety of connectivity options including fiber, wireless, colocation and hosting.

Cybersecurity: Cybersecurity is critical to our operations. We employ a layered defense strategy, with leading-edge security technology and processes including robust network segmentation and access control, multi-factor authentication, advanced anti-malware detection/response endpoint software, tightly-controlled Internet access, distributed denial-of-service, or DDoS, mitigation services and significant commercial and bespoke anti-phishing and behavioral detection controls. Where our services are accessible via the Internet, we have implemented additional restrictions to limit access to specific approved networks. We monitor physical threats in addition to cyber threats and continuously review and update physical security and environmental controls to secure our office and data center locations. We also maintain cybersecurity incident response procedures that allow us to detect, alert, classify, escalate and report a cybersecurity security incident. We operate a strategy that focuses heavily on attack simulation and rapid control improvement. Further, we work closely with our peers, customers, and vendors to solve cybersecurity challenges in our industry.


Business Continuity Planning and Disaster Recovery:We maintain comprehensive business continuity and disaster recovery plans and facilities to provide nearly continuous availability of our markets and other services in the event of a business disruption or disaster. We maintain incident and crisis management plans that address responses to disruptive events at any of our locations worldwide.
Cybersecurity
Our business activities rely extensively on technology and software, including the systems used by our business partners, regulators and customers. In addition, our activities involve the use and retention of confidential data and information. These activities make us susceptible to cyber-attacks. We employ the following activities, processes and strategies to evaluate, manage and address these risks.

Strategy: We maintain a Cybersecurity Strategy, or CSS, which emphasizes consideration of the nature of our business, ongoing intelligence collection regarding cybersecurity threats, and initiatives to specifically address prominent areas of cybersecurity risk. The CSS outlines the key priorities for our cybersecurity program and the methods by which our Information Security department seeks to accomplish those goals. The CSS is ratified by the Risk Committee of our Board of Directors and when applicable, also by the corporate governance committees of our regulated subsidiaries.

Risk Management: Thematic threats such as sabotage, fraud, and theft of assets or customer data are used to frame our risk management activities. Asset theft often involves organized crime or financially motivated nations staging sophisticated, well-planned campaigns to steal significant cash, cryptocurrency, or equivalent assets. Our thematic threats, along with others, are evaluated by our Board of Directors as well as our Risk Committee, Chief Risk Officer and Chief Information Security Officer, or CISO. The CSS provides the framework we use for assessing risk, prioritizing testing, identifying remedial actions and validating improvements. The CSS also provides for the deployment of external and internal teams of ethical hackers that operate alongside our traditional vulnerability detection processes.

Information Sharing: We recognize the importance of collaboration and information sharing among private sector firms in the financial services sector, across sectors, and with global public-sector agencies, when appropriate. Our cybersecurity leaders hold positions within the Financial Services Information Sharing and Analysis Center and the Financial Systemic Analysis and Resiliency Center in the U.S., the Financial Sector Cyber Collaboration Centre in the U.K., and similar organizations across the EU and in Singapore.

Governance and Leadership: Our Information Security department is led by our CISO, who provides comprehensive reports to a dedicated internal governance committee at least quarterly outlining threat assessment, control performance, and ongoing enhancements. Additionally, cybersecurity matters are reported to and discussed with a cross-subsidiary leadership committee, the Risk Committee of our Board of Directors, and when applicable, subsidiary boards. Our CISO and other senior security leaders conduct periodic cybersecurity education sessions with our employees and directors. These sessions cover general cybersecurity topics as well as specific details regarding our cybersecurity program.

Third-Party Review: Our information security group utilizes extensive penetration testing, vulnerability scanning, ethical hacking and maturity assessment services from global leaders in these practices. The results of these reviews alongside frequent regulatory and customer examinations are assessed, with any resulting mitigation activity assigned and tracked to remediation.

Controls: Our identification of risks and selection of cyber-related controls is performed in the context of the critical financial infrastructure we maintain and operate. Our ongoing threat assessments are intended to identify changes in external events and in our activities, infrastructure and processes that could necessitate reprioritization of risks and controls. The nature of our business activities mandates an emphasis on sabotage and asset theft as primary threats in addition to the other typical contemporary themes of data theft. Our focus on these threats leads to an emphasis on social engineering controls, behavioral detection of insider threat, and deliberate and rehearsed recovery strategies.

Intellectual Property
We rely on a wide range of intellectual property, both owned and licensed, in connection with the operation of our various businesses. We own the rights to a large number of trademarks, service marks, domain names and trade names in the U.S., Europe and in other parts of the world. We have registered many of our trademarks in the U.S. and in certain other countries. We hold the rights to a number of patents and have made a number of patent applications in the U.S. and other countries. We also own the copyright to a variety of material. Those copyrights, some of which are registered, include software code, printed and online publications, websites, advertisements, educational material, graphic presentations and other literature, both textual and electronic. We attempt to protect our intellectual property rights by relying on trademarks, patents, copyrights, database rights, trade secrets, restrictions on disclosure and other methods.
This Annual Report also includes references to third-party trademarks, trade names and service marks. Except as otherwise expressly noted, our use or display of any such trademarks, trade names or service marks is not an endorsement or sponsorship and does not indicate any relationship between us and the parties who own such marks and names.
Russell® and the Russell indexes are trademarks and service marks of the Russell Investment Group and are used under license. FTSE® and the FTSE indexes are trademarks and service marks of the London Stock Exchange plc and Financial Times Limited and are used under license. MSCI® and the MSCI indexes are trademarks and service marks of MSCI Inc. or its affiliates and are used under license.
Employees
As of December 31, 2018,2019, we had a total of 5,1615,989 employees with 1,587 employees1,691 in New York, 938 employees1,035 in Atlanta, 736 employees754 in the U.K., 533 in India, and a total of 1,9001,976 employees across our other offices around the world. Of our total employee base, less than 1% is subject to collective bargaining agreements, and such relations are considered to be good.
Our Competitive Strengths
We believe we compete on the basis of a number of factors, including:
depth and liquidity of markets;
price transparency;
reliability and speed of trade execution and processing;
technological capabilities and innovation;
breadth of products and services;
rate and quality of new product developments;
quality and stability of services;
distribution and ease of connectivity;
mid- and back-office service offerings, including differentiated and value-added services;
transaction costs; and
reputation.
We believe that we compete favorably with respect to these factors, and that our deep, liquid markets, breadth of product offerings, new product development, customer relationships and efficient, secure settlement, clearing and support services distinguish us from our competitors. We believe that to maintain our competitive position, we must continue to develop new and innovative products and services, enhance our technology infrastructure, maintain liquidity and offer competitive pricing.
We believe our key strengths include our:
Diverse and Liquid Product Offerings: Many of our futures contracts serve as global benchmarks for managing risk relating to exposure to price movements in the underlying products, including financial, energy and agricultural commodities. For example, we operate the leading market for ICE Brent crude oil futures, as measured by the volume of contracts traded in 2019. The ICE Brent Crude futures contract is the benchmark for pricing light, sweet crude oil produced and consumed outside of the U.S. It is part of the Brent complex, which forms the price reference for approximately two-thirds of the world’s internationally-traded physical oil. In addition, we operate a leading market for short-term European interest rates contracts, with our principal contracts based on implied forward rates on European Money Markets Institute Euribor rates and a short-term Sterling contract based on the ICE LIBOR rate, as well as Gilts and the SONIA contract. We also offer markets in other key commodity and financial benchmarks such as: sugar, cocoa, cotton, coffee, MSCI® World, MSCI® Emerging Markets, MSCI® EAFE, the FTSE® 100 and the USDX. In our cash equities markets, as evidenced by our leading market share, the NYSE's unique market model and technology delivers low levels of volatility and provides participants with deep liquidity.

Diverse and Liquid Product Offerings: Many of our futures contracts serve as global benchmarks for managing risk relating to exposure to price movements in the underlying products, including financial, energy and agricultural commodities. For example, we operate the leading market for ICE Brent crude oil futures, as measured by the volume of contracts traded in 2018. The ICE Brent Crude futures contract is the benchmark for pricing light, sweet crude oil produced and consumed outside of the U.S. It is part of the Brent complex, which forms the price reference for approximately two-thirds of the world’s internationally-traded physical oil. In addition, we operate a leading market for short-term European interest rates contracts, with our principal contracts based on implied forward rates on European Money Markets Institute Euribor rates and a short-term Sterling contract based on the ICE LIBOR rate, as well as Gilts and the SONIA contract. We also offer markets in other key commodity and financial benchmarks such as: sugar, cocoa, cotton, coffee, MSCI® World, MSCI® Emerging Markets, MSCI® EAFE, the FTSE® 100 and the USDX®. In our cash equities markets, as evidenced by our leading market share, the NYSE's unique market model and technology delivers low levels of volatility and provides participants with deep liquidity.
Risk Management Expertise: We offer a range of central clearing and related risk management services to promote the liquidity and security of our markets in jurisdictions around the world to meet local regulatory and operational needs in key financial market centers. The credit and performance assurance provided by our clearing houses to clearing members is designed to substantially reduce counterparty risk and is a critical component of our exchanges’ identities as reliable and secure marketplaces for global transactions. Our clearing houses are designed to protect the financial integrity of our markets by maintaining strong governance and rules, managing collateral, facilitating payments and collections, enhancing capital efficiency and limiting counterparty credit risk.
Unique Derived Data Services: Our global data services business consists of unique information derived from our various execution venues and clearing houses, as well as analytics, valuation services, reference data, desktops, indices and connectivity solutions. Our acquisitions, including of the BofAML Indices, SuperDerivatives, Interactive Data, Standard & Poor’s Securities Evaluations, Inc., or SPSE, and Credit Market Analysis have served to expand our data services to better address the rising demand for independent, real-time information, which is being driven by regulation, market fragmentation, technology and data demands, passive investing and indexation. We believe our data services are relevant to our clients’ business operations regardless of market volatility and price levels due to the need for continuous information and analysis.
Global Distribution: We operate multiple trading venues, including 12 regulated exchanges, as well as six clearing houses, which are strategically-positioned in major market centers around the world, including the U.S., U.K., EU, Canada and Singapore. Our ICE Global Network, which is our highly secure, resilient and low latency connectivity offering, provides connectivity to over 150 trading venues and data from over 600 third-party sources, including ICE-operated markets and data services.
Technology: Our proprietary systems are built using state-of-the-art technology and support the entire risk management workflow: trading and clearing technology, multi-asset class analytics, risk management tools, a robust data offering, instant messaging capabilities and flexible connectivity and delivery solutions. We employ a significant number of employees in technology-related activities, including product management, system architecture, software development, network engineering, server maintenance and continuity, information security, system and data performance, systems analysis, quality assurance, database administration and customer technical support. Speed, reliability, resilience, capacity and security are critical performance criteria for electronic trading platforms. Connectivity to our trading platform for our markets is available through our web-based front-end, as well as multiple ISVs and APIs.
Risk Management Expertise: We offer a range of central clearing and related risk management services to promote the liquidity and security of our markets in jurisdictions around the world to meet local regulatory and operational needs in key financial market centers. The credit and performance assurance provided by our clearing houses to clearing members is designed to substantially reduce counterparty risk and is a critical component of our exchanges’ identities as reliable and secure marketplaces for global transactions. Our clearing houses are designed to protect the financial integrity of our markets by maintaining strong governance and rules, managing collateral, facilitating payments and collections, enhancing capital efficiency and limiting counterparty credit risk.
Unique Derived Data Services: Our global data services business consists of unique information derived from our various execution venues and clearing houses, as well as analytics, valuation services, reference data, desktops, indices and connectivity solutions. Our acquisitions, including of the Bank of America Merrill Lynch, or BofAML's, indices (now named the ICE BofA indices), SuperDerivatives, Interactive Data, Standard & Poor’s Securities Evaluations, Inc., or SPSE, and Credit Market Analysis have served to expand our data services to better address the rising demand for independent, real-time information, which is being driven by regulation, market fragmentation, technology and data demands, passive investing and indexation. We believe our data services are relevant to our clients’ business operations regardless of market volatility and price levels due to the need for continuous information and analysis. ICE Data Pricing & Reference Data is an independent provider of evaluated pricing services and reference data solutions. We are a leading source to the institutional investment community for market data and analytic and financial information. We also offer our fixed income continuous evaluated pricing service, best execution service, and ICE Liquidity Indicators in the front, middle and back office, extending the reach of fixed income evaluations into intra-day applications.
Global Distribution: We operate multiple trading venues, including 12 regulated exchanges, as well as six clearing houses, which are strategically-positioned in major market centers around the world, including the U.S., U.K., EU, Canada and Singapore. Our ICE Global Network, which is our highly secure, resilient and low latency connectivity offering, provides connectivity to over 150 trading venues and data from over 750 third-party sources, including ICE-operated markets and data services.
Technology: Our proprietary systems are built using state-of-the-art technology and support the entire risk management workflow: trading and clearing technology, multi-asset class analytics, risk management tools, a robust data offering, instant messaging capabilities and flexible connectivity and delivery solutions. We employ a significant number of employees in technology-related activities, including product management, system architecture, software development, network engineering, server maintenance and continuity, cybersecurity, system and data performance, systems analysis, quality assurance, database administration and customer technical support. Speed, reliability, resilience, capacity and security are critical performance criteria for electronic trading platforms. Connectivity to our trading platform for our markets is available through our web-based front-end, as well as multiple ISVs and APIs.
Competitors
The markets in which we operate are global and highly competitive. We face competition in all aspects of our business from a number of different enterprises, both domestic and international, including traditional exchanges, electronic trading platforms, data vendors and voice brokers.
Trading and Clearing Segment
In our derivatives markets, weWe face competition from multiple exchanges, electronic trading systems, third-party clearing houses, technology firms, voice brokers active in the credit derivatives markets, market data vendors and trading facilities in the U.S. and globally. Some of these exchanges are consortiums formed by banks and exchanges.
We face competition from electronic trading systems, third-party clearing houses and technology firms. Additional ventures could form, or have been formed, to provide services that could potentially compete with certain services that we provide.

We compete with voice brokers active in the credit derivatives markets, other electronic trading platforms for derivatives, clearing houses and market data vendors. ICE Swap Trade and Creditex compete with other swap execution facilities, or SEFs, and large inter-dealer brokers in the credit derivatives market.
We face significant competition with respect to equities trading, and this competition is expected to remain intense. Our current and prospective competitors include regulated markets, dark pools and other alternative trading systems, or ATSs, market makers and other execution venues. We also face competition from large brokers and customers that may assume the role of principal and act as counterparty to orders originating from retail customers, or by matching their respective order flows through bilateral trading arrangements, including through internalization of order flow. NYSE Arca and NYSE American Options face considerable competition in the equity options markets; their principal U.S. competitors are the Cboe Global Markets and Nasdaq.
Our fixed income trading venues, which include ICE Credit Trade, BondPoint, TMC Bonds, LLC, or TMC Bonds, and NYSE Bonds, compete with other electronic trading venues. Our platforms also compete for volume traded bilaterally or trading activity that is not done through an electronic venue.
In our ICE Mortgage Services business, which includes MERS and Simplifile, we compete with other digital mortgage solution providers. We also compete for mortgage activity that does not utilize digital solutions.

Data and Listings Segment
ICE Data Services faces intense competition in all aspects of its business. We broadly compete with purchased third-party information and services from large global suppliers of financial market data. Our Exchange Data products compete with similar offerings by other exchange groups, and that competition for order flow among the exchange groups and other alternative trading venues constrains the pricing for our proprietary data products. Our Pricing and Analytics services compete with information obtained from informal industry relationships and sources, such as broker quotes, as well as other index and portfolio analytics providers. Our Connectivity business competes with other extranet providers.
Our principal competitor for corporate listings in the U.S. is Nasdaq. For ETF listings, we compete with Nasdaq and Cboe Global Markets. We also face competition for foreign issuer listings from a number of stock exchanges outside the U.S. As other liquidity venues and new entrants seek exchange status, we may face more competition for trading volume and listings.
Our Growth Strategy
We seek to advance our leadership position in our markets by focusing our efforts on the following key strategies for growth:
expand our data offerings and the markets we serve to address the rising demand for information;
enhance our extensive trading, clearing and risk management capabilities;
maintain leadership in our listings businesses;
further develop our technology infrastructure and increase distribution; and
strengthen competitive position through select acquisitions and strategic relationships.
The record consolidated revenues and futures and options trading volume we achieved in 20182019 reflect our focus on the implementation and execution of our long-term growth strategy.
Expand our Data Offerings and the Markets We Serve to Address the Rising Demand for Information
With the growth of our ICE derivatives markets and NYSE equity markets, we have strengthened and enhanced our data services to meet the demand for more data solutions. Our growth has been driven by many factors, such as increased automation, regulation and demand for independent, secure, real-time information. To build on our exchange data and connectivity businesses, we have acquired multiple assets in the past twoseveral years, including Interactive Data, SPSE, which we renamed Securities Evaluations, Credit Market Analysis TMX Atrium and BofAML’s Global Research division’s index business.business (now named the ICE BofA indices).
These assets are now part of ICE Data Services, supporting our growth strategy by expanding the markets we serve and adding new data, connectivity and valuation services to our platform. This growth allows us to serve the full trade life cycle from pre-trade, through-trading to post-trade activities. By bringing together a wide range of data and analytics as well

as delivery mechanisms through our Desktops and Connectivity business, we offer customers a comprehensive and flexible solution to address the need for more transparency, efficiency and information across their respective workflows.
We will continue to look for strategic opportunities to grow our data offerings and will also continue to pursue opportunities in markets we do not currently serve. Our recent acquisitions and new product and service offerings have allowed us to grow using a balanced approach, which is supported by an increased demand for these types of services including: portfolio management and analytics, exchange data, real time and historical trading data, pricing, reference and valuation data.

Enhance our Extensive Trading, Clearing and Risk Management Capabilities
Our derivatives customer base has grown and diversified as a result of several drivers, including the addition of new markets and products, the move toward increased risk management and counterparty credit management, mark-to-market and margining services as well as regulatory requirements. We continue to add new participants to our markets, which bring additional demand for new products and services. Our markets support price transparency and risk management, particularly in times of volatility and for products where there is less liquidity. In addition, the use of hedging, trading and risk management programs by commercial enterprises continues to rise based on the availability of technology to deliver more products, as well as the security and the capital efficiencies offered by clearing. We develop new products, but have also increased our capabilities through licenses and acquisitions of companies and intellectual property. Further, by acquiring, building and maintaining our own geographically diverse clearing operations, we are able to respond to market demand for central clearing and related risk management services across diverse geographic and regulatory jurisdictions. As new markets evolve, we intend to leverage our domain knowledge to meet additional demand for cleared products and related risk management solutions.
As requirements for regulatory compliance and capital efficiencies grow, the use of clearing, data and related post-trade services, particularly from independent data and benchmark providers also continues to grow. We intend to continue to expand our customer base by leveraging our existing relationships and our global sales and marketing team to promote participation in our markets, and by expanding our range of products and services.
Maintain Leadership in our Listings Businesses
There are overnearly 2,200 total companies listed on the NYSE and NYSE American. We will continue to focus on enhancing our product offerings and services to retain and attract companies of all sizes and industries to our listing venues. In 2018,2019, demand for our listing services continued to be strong in terms of new listings and secondary offerings. A total of 50389 new issuers listed on NYSE marketsand NYSE American in 2018.2019. In 2019, NYSE wasand NYSE American raised the global leader inmost capital raised in 2018globally with approximately $125$112 billion raised in IPOs and follow-on offerings from over 350300 transactions. The NYSE listed 7358 IPOs in 2018,2019, raising total IPO proceeds of approximately $30$29 billion, including the twolargest U.S. IPO of 2019. The NYSE has listed 24 of the 25 largest U.S. IPOs of 2018. The NYSE has listed all of the last 25 U.S. IPOs greater than $1 billion in proceeds.time. Our listed companies benefit from:
a high-tech/ high-touch platform that combines technology and human judgment;
the NYSE's proprietary hybrid trading model including access to Designated Market Makers, or DMMs, Supplemental Liquidity Providers, or SLPs, and NYSE Floor Brokers;
the deepest pools of liquidity; and
lower volatility and tighter spreads, particularly during times of heightened volatility.
InNYSE Arca listed ETFs with approximately $3.4 trillion in AUM representing 77% of all U.S. listed ETFs as of December 31, 2018, NYSE Arca’s listed ETFs had approximately $2.7 trillion in assets under management, or AUM, representing nearly 80% of all U.S. listed ETFs.2019. We strive to maintain our leadership position by offering ETF issuers:
guidance through the complete listings process, including expert consultations around regulatory and legal items;
over a decade of experience in listing more than 2,900nearly 3,100 ETFs across a wide range of asset classes and investment strategies;
a focus on customer service from experienced ETF professionals;
the highest liquidity in ETFs of any exchange and some of the most narrow quoted bid / ask spreads; and
Lead Market Maker, or LMM, and incentive programs.

Further Develop Our Technology Infrastructure and Increase Distribution
We develop and maintain our own infrastructure, electronic trading platforms, clearing systems and data and analytics platforms to ensure scalability and the delivery of technology that meets our expanding customer base’s demands for price transparency, reliability, risk management and transaction efficiency. We intend to continue to increase ease of access and connectivity with our existing and prospective market participants. We develop and maintain our trading and clearing systems, as well as our data solutions and post-trade systems. We have developed and have begunwill continue rolling out aNYSE Pillar, our new integrated trading platform and matching engine, known as NYSE Pillar that will serve each ofto our U.S. cash equities and equity options markets to improve performance and reduce the complexity of operating multiple trading systems. We also ownoperate systems that support trading, clearing and operate two data centers and analytics across five data centers. We also offer connectivity solutions to global exchanges and content service

providers viathrough dedicated data circuits. Finally, we operate our ICE Global Network, which provides connectivity to over 150 trading venues and data from over 750 third-party sources, including ICE-operated markets and data services.
Strengthen Competitive Position Through Select Acquisitions and Strategic Relationships
We were an early consolidator in global markets and we intend to continue to explore and pursue acquisitions and other strategic opportunities to strengthen our competitive position globally, broaden our product offerings and services and support the growth of our company while enhancing stockholder value as measured by return on invested capital, earnings and cash flow growth. We may enter into business combinations, make acquisitions or enter into strategic partnerships, joint ventures or other alliances, any of which may be material. In addition to growing our business, we may enter into these transactions for a variety of additional reasons, including leveraging our existing strengths to enter new markets in our industry or related industries, expanding our products and services, diversifying our business, addressing underserved markets, advancing our technology and anticipating or responding to regulatory change or other potential changes in our industry or other industries.
Some of For example, in June 2019, we acquired Simplifile to expand our recent key strategic transactions include:
MERS: On October 3, 2018, we completed the purchase of all remaining interests and accordingly, own 100% of MERS. On that date, we gained control of MERS and began to include MERS's results as part of our consolidated operations. MERS is now part of ICE Mortgage Services.
TMC Bonds: In July 2018, we acquired TMC Bonds. TMC Bonds isServices portfolio. Simplifile offers an array of mortgage services, primarily serving as an electronic fixed income marketplace, supporting anonymous trading across multiple trading protocols in various asset classes, including municipals, corporates, treasuries, agenciesliaison between lenders, settlement agents and certificatescounty recording offices, streamlining the local recording of deposit.
residential mortgage transactions.
Chicago Stock Exchange: In July 2018, we acquired CHX Holdings, Inc., the parent company of the Chicago Stock Exchange, or CHX, a full-service stock exchange, including trading, data and corporate listings services. CHX operates as a registered national securities exchange.


BondPoint: In January 2018, we acquired 100% of BondPoint from Virtu Financial, Inc. BondPoint is a leading provider of electronic fixed income trading solutions for the buy-side and sell-side offering access to centralized liquidity and automated trade execution services through its ATS.

Euroclear: In October 2017, we acquired a 4.7% stake in Euroclear. In February 2018, we acquired an additional 5.1% stake in Euroclear. Euroclear is a leading provider of post-trade services, including settlement, central securities depositories and related services for cross-border transactions across asset classes.


Our Customer Base


customerbasea04.jpg


No single customer accounted for more than 10% of total consolidated revenues during 2019, 2018 2017 or 2016.2017.
Information About Our Executive Officers of the Registrant
Information relating to our executive officers is included under “Executive“Information About Our Executive Officers” in Part III, Item 10, “Directors, Executive Officers and Corporate Governance” of this Annual Report.
Regulation
Our activities and the markets in which we operate are subject to regulations that impact us as well as our customers, and, in turn, meaningfully influence our activities, the manner in which we operate and our strategy. We are primarily subject to the jurisdiction of regulatory agencies in the U.S., U.K., EU, Canada, Singapore and Singapore.Abu Dhabi. Failure to satisfy regulatory requirements can or may give rise to sanctions by the applicable regulator. See the discussion below and Item 1(A) "-Risk Factors" in this Annual Report for additional descriptions of regulatory and legislative risks and uncertainties.
Regulation of our Derivatives Business
Our regulated derivatives markets and clearing houses are based primarily in the U.S., U.K., EU, Canada, Singapore and Singapore.Abu Dhabi.
Our U.S. futures exchange, ICE Futures U.S., is subject to extensive regulation by the Commodity Futures Trading Commission, or CFTC, under the Commodity Exchange Act, or CEA. The CEA generally requires that futures trading in the U.S. be conducted on a commodity exchange registered as a Designated Contract Market, or DCM. As a registered DCM, ICE Futures U.S. is a self-regulatory organization, or SRO, that has implemented rules and procedures to comply with the core principles applicable to it under the CEA.

In the U.K., ICE Futures Europe is a Recognized Investment Exchange, or RIE, in accordance with the Financial Services and Markets Act 2000, or FSMA.2000. Like U.S. regulated derivatives markets, RIEs are SROs with surveillance and compliance responsibilities.
In the EU, ICE Endex is a regulated market in the Netherlands and its derivative markets are licensed under the Dutch Financial Services Act and supervised by the Dutch National Bank, or DNB, and the Netherlands Authority for the Financial Markets, or AFM.
In Singapore, ICE Futures Singapore is an approved exchange and is supervised by the Monetary Authority of Singapore, or MAS.
In Abu Dhabi, ICE Futures Abu Dhabi is an RIE and regulated by the Financial Services Regulatory Authority, or FSRA. ICE Futures Abu Dhabi is expected to launch following regulatory approval.
In Canada, ICE NGX is recognized as an exchange and clearing house by the Alberta Securities Commission and is also registered by the CFTC as a Foreign Board of Trade and as a Derivatives Clearing Organization, or DCO.
ICE Clear Credit and ICE Clear U.S. and ICE NGX are regulated by the CFTC as Derivatives Clearing Organizations, or DCOs. DCOs are subject to extensive regulation by the CFTC under the CEA. The Financial Stability Oversight Council, or FSOC, has designated ICE Clear Credit as a systemically important financial market utility under Title VIII of the Dodd-Frank Wall Street Reform and Consumer Protection Act, or the Dodd-Frank Act. As such, ICE Clear Credit has access to the Federal Reserve System and holds deposits of $19.5 billion of its U.S. dollar cash in its cash accounts at the Federal Reserve as of December 31, 2018.2019.
ICE Clear Europe, which is primarily regulated in the U.K. by the Bank of England, or BOE, as a Recognized Clearing House, or RCH, is also subject to regulation by the CFTC as a DCO. Both ICE Clear Credit and ICE Clear Europe are also regulated by the SEC as clearing agencies because they clear security-based swaps.
In the EU, ICE Clear Netherlands is an authorized central counterparty and is regulated by the DNB and AFM.
In Singapore, ICE Clear Singapore is an approved clearing house supervised by the MAS.
Regulation of our Securities Business
In our cash equities and options markets, NYSE, NYSE Arca, NYSE American, NYSE National and CHXNYSE Chicago are national securities exchanges and, as such, are SROs and subject to oversight by the SEC. Accordingly, our U.S. securities exchanges are regulated by the SEC and, in turn, are the regulators of their members. As national securities exchanges, NYSE, NYSE Arca, NYSE American, NYSE National and CHXNYSE Chicago must comply with, and enforce compliance by their members with, the Securities Exchange Act of 1934, or the Exchange Act.
Our U.S.-based execution orientedexecution-oriented fixed income markets are operated by our two SEC-registered broker-dealers, Creditex Securities Corporation, which operates two SEC registered alternative trading systems,ATSs, ICE BondPoint and ICE Credit Trade, and TMC Bonds, which operates the TMC Bonds alternative trading system.ATS. Both Creditex Securities Corporation and TMC Bonds are subject to oversight by the SEC and are members of the Financial Industry Regulatory Authority, or FINRA, and are registered with the Municipal Securities Rulemaking Board, self-regulatory organizationsor MSRB. FINRA and MSRB are SROs that regulate broker-dealers in the U.S. ICE Securities Execution & Clearing, LLC, a full clearing member of the National Securities Clearing Corporation, the Fixed Income Clearing Corporation and The Depository Trust Corporation, provides correspondent clearing for Creditex Securities and is subject to oversight by the SEC, FINRA and the MSRB.
Our U.K.-based execution-oriented fixed income market is operated by Creditex Brokerage, L.L.P., which is an operator of a multilateral trading facility, or MTF, and ICE Markets Limited, which acts as the matched principal counterparty to transactions arranged on the MTF operated by Creditex Brokerage. Both Creditex Brokerage and ICE Markets Limited are regulated by the U.K.’s Financial Conduct Authority, or FCA. Additionally, Creditex Brokerage is authorized to provide automated trading services in Hong Kong and is subject to oversight by the Hong Kong Securities and Futures Commission in connection with its offering of bonds in Hong Kong.
Regulation of our Data Business
We have a U.S. subsidiariessubsidiary that areis registered with the SEC under the Investment Advisers Act of 1940, or the Investment Advisers Act, for theirits evaluated pricing services. The Investment Advisers Act imposes numerous regulatory obligations on registered investment advisers, including those relating to the management and distribution of products and services, record-keeping, compliance oversight, operational and marketing requirements, disclosure obligations and prohibitions on fraudulent activities. Investment advisers also are subject to certain state securities laws and regulations. ICE Data Services (Australia) Pty. Ltd. provides financial services in Australia and is licensed by the Australian Securities and Investment Commission, or

ASIC. ICE Data Desktop Solutions (Europe) Limited provides certain financial services throughout Europe and is regulated by the FCA. ICE Data Indices, LLC, or ICE Data Indices, applies the IOSCOInternational Organization of Securities Commissions Principles for Financial Benchmarks to its indices, and as a third country (i.e. non-EU) Benchmark Administrator in Europe, it is subject to the requirementsEurope. ICE Data Indices has been recognized as a third country benchmark administrator under Article 32 of the EuropeanEU Benchmarks Regulation, that regulatesor BMR, by the provisionFCA. ICE Benchmark Administration Limited is authorized and regulated by the FCA in connection with the regulated activity of benchmarks, contribution of input data to benchmarks,administering a benchmark, and is authorized as a benchmark administrator under the use of benchmarks within the Union.BMR. See “Regulatory Changes” below for more information.  

Regulatory Changes
Domestic and foreign policy makers continue to review their legal frameworks governing financial markets, and periodically change the laws and regulations that apply to our business and to our customers’ businesses. Our key areas of focus on these evolving efforts are:
Brexit timing and implications. On January 31, 2020, the U.K. officially withdrew from the EU. In connection with the U.K.'s withdrawal from the EU, the U.K. and the EU entered into a withdrawal agreement, which, amongst other things, includes a transitional period until December 31, 2020, during which EU law will continue to apply in and to the U.K.
Continued access by EU market participants to U.K. CCPs and exchanges.Under the terms of the withdrawal agreement, EU law will continue to apply in and to the U.K. for a transitional period until December 31, 2020. During such time, EU market participants will be able to continue clearing through U.K. central counterparties, or CCPs, such as ICE Clear Europe, and accessing U.K. trading venues, such as ICE Futures Europe. Access by EU market participants to U.K. CCPs following the end of the transitional period, will be contingent upon the terms of any trade agreement entered into by the U.K. and EU prior to the end of the transitional period and/or U.K. CCPs being recognized by ESMA. Separately, ICE Futures Europe and ICE Endex will continue to be able to permit access by EU and U.K. persons to transact on their platforms, even in the absence of any trade agreement being entered into by the U.K. and EU prior to the end of the transitional period and/or any trading venue equivalence decisions by the U.K. or ESMA. The lack of equivalence decisions for trading venues, however, may result in increased costs for certain EU and U.K. market participants which could impact trading on ICE Futures Europe and ICE Endex. The impact to our business and corresponding regulatory changes remain uncertain at this time. We are monitoring the impact to our business as a result of these discussions and are pursuing avenues to facilitate continued access for EU and U.K. customers to our services in the event that the transition period ends without any trade agreement addressing access to CCPs and trading venues being entered into.
The proposed revisions to the regulatory structure of non-EU clearing houses. On January 1, 2020, the European Market Infrastructure Regulation, or EMIR 2.2, became effective, which revises the EU's current regulatory and supervisory structure for EU and non-EU clearing houses. These revisions of the regulatory structure may have an impact on our non-EU clearing houses if they are determined to be systemically important or likely to become systemically important to the financial stability of the EU or one or more of its Member States. It remains uncertain what the nature and extent of the regulation's impact will be on the regulation and supervision of one or more of our non-EU clearing houses, which will depend on ESMA’s future determination of whether a non-EU clearing house is systemically important to the EU or its Member States and the extent to which ESMA will rely on such clearing house’s domestic regulator.
Requirement that European exchanges and CCPs offer non-discriminatory access. The non-discriminatory access provisions of the Markets in Financial Instruments Directive II, or MiFID II, would require our European exchanges and CCPs to offer access to third parties on commercially reasonable terms. In addition, MiFID II could require our European exchanges and CCPs to allow participants to trade and/or clear at other venues, which may encourage competing venues to offer lookalikes of our products. In June 2016, the EU approved a 12-month postponement of implementation and compliance with this provision of MiFID II to January 3, 2018. On January 3, 2018, ICE Futures Europe and ICE Clear Europe received a deferral from the FCA and the BOE, respectively, which delays the non-discriminatory access provision of MiFID II until July 3, 2020. In addition, on February 28, 2018, the AFM granted ICE Endex and ICE Clear Netherlands a deferral which delays the non-discriminatory access provisions for those entities until July 3, 2020.
Basel III capital charges. The implementation of capital charges in Basel III could have a negative impact on certain of our clearing members, in particular, the Supplemental Leverage Ratio applicable to certain financial institutionsmay impose capital requirements on certain of our clearing house members and their customers that may raise the costs and thus discourage financial institutions from client clearing. In June 2019, the Basel Committee on Banking Supervision revised its treatment of the leverage ratio capital requirement for derivatives that a bank centrally clears on behalf of its clients. The revised treatment will permit both cash and non-cash forms of initial margin and variation margin received from a client to offset the replacement cost and potential future exposure for client cleared derivatives only. The revision will apply to the version of the leverage ratio standard that will serve as the Pillar 1 minimum capital requirement as of January 1, 2022. In November 2019, the Federal Reserve Board, the Federal Deposit Insurance Corporation, or FDIC, and the Office of the Comptroller of the Currency finalized rule changes to the derivative exposure calculations and

leverage ratio requirements. The harmonization of regulations globally. Global regulations are not fully harmonized and severalfinal rule also revised the treatment of the regulations underleverage ratio capital requirement for derivatives that a bank centrally clears on behalf of its clients to permit both cash and non-cash forms of initial margin and variation margin received from a client to offset the Markets in Financial Instruments Directive II, or MiFID II, are inconsistent withreplacement cost and potential future exposure for client cleared derivatives only. The compliance date for the revised regulation is January 1, 2022, however early adoption is permitted beginning April 1, 2020.
Capital requirements for investment firms acting as market makers. EU policy makers are developing a framework for prudential requirements for European investment firms. The proposed rules risk imposing disproportionate capital requirements on European investment firms acting as market makers. European investment firms may be discouraged from acting as market makers on certain markets operated by ICE Futures Europe and ICE Endex due to the increased capital requirements.
Position limits. The adoption and implementation of position limit rules in the U.S. and the EU could have an impact on our commodities business if comparable trading venues in foreign jurisdictions are not subject to equivalent rules. Position limits became effective in the EU beginning January 2018 under MiFID II. The FCA has published certain position limits for commodity contracts. In certain cases, the position limits are either lower or higher than the corresponding limits on U.S. equivalent contracts. In November 2019, ESMA issued a consultation paper on position limits seeking market views on proposed changes to the position limits and position management regime. Conversely, in January 2020, the CFTC proposed a rule which replaces the CFTC's prior Dodd-Frank position limit efforts. There is potential for further divergence between MiFID II and U.S. position limit rules if the U.S. makes changes to the financial regulations and the EU either does not make changes to MiFID II or makes changes inconsistent with U.S. regulations.
A proposed European financial transaction tax. A number of EU Member States have considered such a tax, but many details remain to be discussed and agreed, including how to assess the tax at a Member State level. Implementation of a financial transaction tax could result in a reduction in volumes and liquidity, which would have a negative impact on our European operations.
The EU Benchmarks Regulation, or BMR. In June 2016, the BMR entered into force and the majority of provisions applied from January 2018. Under the BMR, benchmarks provided by a third-country (i.e. non-EU) benchmark administrator may be used by EU-supervised entities provided that the European Commission, or EC, has adopted an equivalence decision or the administrator has been recognized or endorsed and the benchmarks are listed on the register established by ESMA. The BMR provides for a transition period which was extended by the EU authorities to January 1, 2022 for providers of critical benchmarks and third-country benchmark providers. In May 2019, ICE Data Indices received recognition from the FCA, and as such, benchmarks provided by ICE Data Indices and included in the ESMA register may continue to be used by supervised entities in the EU. In October 2019, the EC published a consultation reviewing the BMR and included a proposal to provide competent authorities with broader powers to require a benchmark administrator to change the methodology of a critical benchmark. Increasing the powers of a competent authority to change the underlying market or benchmark could result in increased risks to the administrator of a critical benchmark and the operator of a derivatives market referencing the benchmark. We are monitoring the impacts to our business as a result of the consultation and any resulting legislative changes.
Market Data Requirements. Our U.K. and EU derivatives exchanges could be impacted by changes to requirements related to the dissemination of market data. In its December 2019 report to the EC, ESMA recommended, among other things, against outright regulation of market data prices, however ESMA suggested that users could gain transparency into how market data prices are set with the help of new supervisory guidance and targeted changes to the MiFID II/Markets in Financial Instruments Regulation, or MiFIR, text. The EC is considering ESMA’s report and is expected to issue its own report on these issues in mid-2020.
In addition, in 2017,October 2019, the CFTC announced its new agenda calling for regulatory simplification andSEC proposed a change to Rule 608 that would eliminate the reduction of regulatory burdens. The CFTC is lookingprovision allowing market data fee changes proposed by NMS Plans to restructure its rules by moving back tobecome immediately effective. Further, in January 2020, the SEC requested comment on a more principles-based approach. As a result, there is potential for further divergence between MiFID II and U.S. rules ifproposed order directing the U.S. makes changes to financial regulations while the EU finalizes its implementation of MiFID II.
The proposed revisions to the regulatory structure of non-EU clearing houses. In June 2017, the European Commission published a proposal to revise the current regulatory structure for non-EU clearing houses. The nature and extent of the regulation would depend on the “impact” of a non-EU clearing house’s business in the EU. Details on the classification of non-EU clearing will be established by the European Commission, or EC, in cooperation with the European Securities and Markets Authority, or ESMA, and the European System of Central Banks. The proposal is in the process of legislative review by the European Parliament and the EU Member States, and is subject to change. The proposal could have an impact on our non-EU clearing houses and lead to increased regulation to the extent they are doing business in Europe. 
Requirement that European exchanges and CCPs offer non-discriminatory access. The non-discriminatory access provisionsFINRA to submit a plan to create a new, single NMS Plan to replace the three existing NMS Plans that govern the dissemination of MiFID II would require our European exchanges and central counterparty, or CCP, clearing houses to offer access to third parties on commercially reasonable terms. In addition, MiFID IIreal-time, consolidated equity market data for NMS stocks. If implemented, these changes could require our European exchanges and CCPs to allow participants to trade and/or clear at other venues, which may encourage competing venues to offer lookalikes of our products. In June 2016, the EU approved a 12-month postponement of implementation and compliance with this provision of MiFID II to January 3, 2018. On January 3, 2018, ICE Futures Europe and ICE Clear Europe received a deferralimpact NYSE’s revenues from the FCA and the BOE, respectively, which delays the non-discriminatory access provision of MiFID II until July 3, 2020. In addition, on February 28, 2018, the AFM granted ICE Endex and ICE Clear Netherlands a deferral which delays the non-discriminatory access provisions for those entities until July 3, 2020.consolidated “SIP” feeds.
Basel III capital charges. The implementation of capital charges in Basel III, particularly, the Supplemental Leverage Ratio with respect to certain clearing members of central counterparties. These new standards may impose burdensome capital requirements on our clearing members and customers that may disincentivize clearing. The Federal Reserve Board and Office of the Comptroller of the Currency have proposed rule changes to the leverage ratio requirements, but these regulations still may have an impact on our clearing members.
The review of prudential requirements for European investment firms. In December 2018 the EC published a proposal on the review of the prudential framework for investment firms, which aims to introduce more proportionate and risk-sensitive rules for investment firms. The proposal is currently in the process of legislative review by the European Parliament and the EU Member States, and is subject to change. In its current form, the proposal imposes disproportionate capital requirements on proprietary trading firms which could encourage them to withdraw from the role of providing liquidity to our markets. The proposal also includes changes to the Markets in Financial Instruments Regulation, or MiFIR, third country framework, which could have a negative impact on the ability of third country firms to access our markets in Europe.
Position limits. The adoption and implementation of position limit rules in the U.S. and the EU could have an impact on our commodities business if comparable trading venues in foreign jurisdictions are not subject to equivalent rules. Position limits became effective in the EU beginning January 2018 under MiFID II. The FCA has published certain position limits for commodity contracts. In certain cases, the position limits are lower than on U.S. trading venues and in certain cases position limits are higher than U.S. equivalent contracts. The FCA is reviewing the issued position limits. Conversely, in December 2016, the CFTC re-proposed the position limit rules. There is potential for further divergence between MiFID II and U.S. position limit rules if the U.S. makes changes to the financial regulations while the EU does not review MiFID II.
A proposed European financial transaction tax. Although a number of Member States can envisage such a tax, many details remain to be discussed and agreed, including how to assess the tax at a Member State level. Implementation of a financial transaction tax could result in a reduction in volumes and liquidity which would have a negative impact on our European operations, if adopted.
The EU Benchmark Regulation, or BMR. The regulation was adopted in June 2016 and applies from January 2018. Under the BMR, benchmarks provided by a third country benchmark administrator may be used by EU-supervised entities provided that the EC has adopted an equivalence decision or the administrator has been recognized or endorsed and the benchmarks are listed on the register established by ESMA. The BMR provides for a transition period which applies

from January 1, 2018, when the BMR enters into force, until January 1, 2020. During this period, ICE Data Indices has applied to the U.K.'s FCA for recognition, and benchmarks provided by ICE Data Indices may continue to be used by supervised entities. EU institutions are currently considering whether it would be appropriate to extend the transitional period for critical benchmarks by potentially one or two years. We are monitoring the impact to our business as a result of these discussions.
Brexit timing and implications. In March 2017, the U.K. officially triggered Article 50 and notified the EU of its intention of leaving the EU following the U.K.’s June 2016 referendum vote to leave the EU (commonly known as Brexit). The triggering of Article 50 begins the process of withdrawal from the EU, which will last two years unless extended by the unanimous decision of Member States or withdrawn by the U.K. prior to the end of the two-year withdrawal period. In November 2018, the U.K. and the 27 other countries involved in Brexit negotiations, commonly referred to as the EU27, agreed upon the terms of a withdrawal agreement which sets out the terms of the U.K.’s withdrawal from the EU and includes a transitional period until December 31, 2020, during which EU law will continue to apply in and to the U.K. The withdrawal agreement will need to be ratified by the EU and the U.K. before it can enter into force and ratification is uncertain.
Continued access by EU market participants to U.K. CCPs and exchanges.In anticipation of Brexit, in December 2018, the EC adopted an equivalence decision regarding the U.K.’s legal and supervisory arrangements for CCPs. In addition, ESMA indicated its intention to complete the recognition of U.K. CCPs pursuant to the EC equivalence decision in a timely manner. Together, the equivalence decision of the EC and the final recognition decisions of ESMA will permit EU market participants to continue clearing through U.K. CCPs, such as ICE Clear Europe, for 12 months as of March 30, 2019 in the case of a U.K. exit from the EU without a transition period. Separately, following Brexit, ICE Futures Europe will continue to be able to permit access by persons in the EU to trading on its platform, even in the absence of a transition agreement. However, the lack of an equivalence decision and corresponding transition period may result in increased costs for certain EU market participants which could impact trading on ICE Futures Europe. Additionally, ICE Futures Europe will require local permissions or exemptions in certain EU jurisdictions to permit access to persons from the relevant EU jurisdictions in the case of a U.K. exit without a transition period. The impact to our business and corresponding regulatory changes remain uncertain at this time. We are monitoring the impact to our business as a result of these discussions and are pursuing avenues to facilitate continued access for EU customers to our services in the event the U.K. exits the EU without a transition period.
The SEC Transaction Fee Pilot. In December 2018, the SEC adopted a Transaction Fee Pilot. The adoption establishes a pilot program, for at least one-year and up to two-years, that will limit the fees charged and rebates paid by our five securities exchanges in certain securities to be designated by the SEC. The SEC has not yet announced the date that this Transaction Fee Pilot will commence.
The SEC Transaction Fee Pilot. In December 2018, the SEC adopted a Transaction Fee Pilot. The final rule established a pilot program, for at least one-year and up to two-years, that will limit the fees charged and rebates paid by our five national securities exchanges in certain securities to be designated by the SEC. On March 28, 2019, the SEC partially stayed the Transaction Fee Pilot, pending resolution of our and two other national securities exchanges’ petitions for review of the Transaction Fee Pilot by the U.S. Court of Appeals for the District of Columbia Circuit. The only requirement that the SEC did not stay was the requirement that the exchanges collect data during a pre-pilot period, which began on July 1, 2019 and terminated on December 31, 2019.
See the discussion below and Item 1(A) “- Risk Factors” in this Annual Report for additional description of regulatory and legislative risks and uncertainties.

Corporate Citizenship
We strive to create long-term value for our stockholders and meet sustainability goals for all of our stakeholders. That includes maintaining high ethical and business standards, giving back in the communities where we live and work and using our unique resources to bring together a network of the world's leading companies to learn from each other and exchange ideas on a broad range of issues, including those related to environmental, social and governance matters.
Much of our approach is driven by the core values that make up our culture. DuringIn late 2018, we surveyed our employees to further assess how we, as a company, are living up to our core values, and have taken actions based on the results of the survey to further our embodiment of our core values.
For additional information, please refer to the Corporate Citizenship section of our website at www.theice.com/esg.
Available Information
Our principal executive offices are located at 5660 New Northside Drive, 3rd Floor, Atlanta, Georgia 30328. Our main telephone number is 1-770-857-4700, and our website is www.theice.com.
We are required to file reports and other information with the SEC. A copy of this Annual Report on Form 10-K, as well as any future Quarterly Reports on Form 10-Q, Current Reports on Form 8-K and any amendments to such reports are available free of charge, on our website as soon as reasonably practicable after we file such reports with, or furnish such reports to, the SEC. A copy of these filings is also available at the SEC’s website (www.sec.gov). The reference to our website address and to the SEC’s website address do not constitute incorporation by reference of the information contained on the website and should not be considered part of this report. From time to time, we may use our website and/or social media, including

Twitter, as distribution channels of material information. The website to access our Twitter account is https://twitter.com/ICE_Markets.
In addition, we have posted on our website the charters for our (i) Audit Committee, (ii) Compensation Committee, (iii) Nominating and Corporate Governance Committee and (iv) Risk Committee, as well as our Global Code of Business Conduct, which includes information regarding our whistleblower hotline information, Board of Directors Governance Principles and Board Communication Policy. We will provide a copy of these documents without charge to stockholders upon request.
ITEM  1(A).   RISK FACTORS


The risks and uncertainties described below are those that we currently believe could materially adversely affect us. Other risks and uncertainties that we do not presently consider to be material or of which we are not presently aware may become important factors that affect us in the future. If any of the risks discussed below actually occur, our business, financial condition, operating results or cash flows could be materially adversely affected. Accordingly, you should carefully consider the following risk factors, as well as other information contained in or incorporated by reference in this Annual Report.
Global economic, political and financial market events or conditions may negatively impact our business.
Global economic, political and market conditions may impact our business. Adverse macroeconomic conditions, including recessions, inflation, high unemployment, government shutdowns, currency fluctuations, interest rate changes, geopolitical events, climate change, international trade disputes, including the imposition of tariffs or other protectionist measures, actual or anticipated large-scale defaults or failures or slowdown of global trade could decrease consumer and corporate confidence and reduce consumer, government and corporate spending.spending, and in turn impact our business. If our customers reduce spending, workforce, trading activity or demand for financial data as a result of challenges in the prevailing economic markets, our revenues could decline.
A significantsubstantial portion of our revenues are derived from market data fees and fees for transactions executed and cleared in our markets. We derived 44%, 42%Our market data-based revenues are largely subscription-based, or recurring, and 43%are generated from a range of global financial and commodity markets, including pricing and reference data, exchange data, analytics, feeds, index services, desktops and connectivity solutions. For our consolidated revenues, less transaction-based expenses, from our net transaction-based revenues, in 2018, 2017 and 2016, respectively. In particular, we derive a significant percentage of our net transaction-based revenues from trading in ICE Brent Crudeglobal energy and agricultural-related futures and options contracts, North American natural gas futures and options contracts, sugar futures and options contracts,as well as equity transactions and short-termglobal interest rates contracts, including the Euribor and Short Sterling futures and optionsrate contracts. The market data subscriptions and trading volumes in our markets could decline substantially if our market participants reduce their level of spending or trading activity for any reason, including:

adverse market conditions that curtail the addition of new customers or cause a decrease in purchases by our existing customers for our subscription-based products and services;
weakness in the macroeconomic environment that causes our customers to delay or cancel existing orders or subscriptions;
cost-cutting pressures across the industry or decrease in demand for our subscription-based products and services that lead to a reduction in price;
consolidation in our markets or the markets of our customers that results in a reduction in the number of market participants that use our platform;participants;
a reduction in trading demand by customers or a decision to curtail or cease hedging or speculative trading;
regulatory or legislative changes impacting our customers and financial markets;
the impact of climate change;
a prolonged decrease in volatility in the financial markets;
heightened capital requirements or mandated reductions in leverage resulting from new regulation;
transactions effected on any of our markets or cleared through our clearing houses being reclassified as a result of regulatory or legal requirements;regulations;
defaults by clearing or exchange members or the inability of participants to pay out contractual obligations;
changes to our contract specifications that are not viewed favorably by our market participants; or
reduced access to, or availability of, capital required to fund trading activities.
A reduction in our overall trading volume could render our markets less attractive to market participants as a source of liquidity, which could result in further loss of trading volume and associated transaction-based revenues. A reduction in trading volumes could also result in a corresponding decrease in the demand for our market data, which would further reduce our overall revenue.
Further, NYSE’s revenue increases when more companies are seeking access to public markets, and on the NYSE specifically. A stagnation or a decline in the IPO market, or issuers choosing to list on venues other than the NYSE, could have an adverse effect on our revenues. The number of public companies in the U.S. has decreased significantly over the last 20 years.
A prolonged government shutdown could negatively impact our business. Our regulated exchanges and clearinghouses are required to obtain regulatory approvals from the CFTC and/or SEC in the ordinary course of business and failure or delay to provide these approvals could adversely affect our business and our ability to introduce new products and services.

In addition, during a government shutdown, the SEC may not be able to review the registration statements that are seeking to do an initial public offering, which could have a negative impact on our listings business.
As of December 31, 2018, we own 100% of MERS, which operates a national electronic database that tracks changes in mortgage servicing and beneficial ownership interests in U.S. residential loans. If there is a continued rise in interest rates or introduction of restrictions or limits on mortgage lending that leads to a reduction in mortgage activity in the U.S., our results could be negatively impacted.
The uncertainty surrounding the terms of the U.K.'s exit from the EU, commonly referred to as Brexit, could adversely impact our business, results of operations and financial condition.
On June 23,In 2016, the U.K. held a referendum in which a majority of voters in the U.K. approved an exit from the EU, commonly referred to as Brexit. The uncertainty surrounding the terms of Brexit, could negatively impact markets and cause weaker macroeconomic conditions that could continue for the foreseeable future. Since U.K. voters approved Brexit in June 2016, Brexit has created political and economic uncertainty and instability in the global markets (including currency and credit markets), particularly in the U.K. and EU. PoliticalIn addition, political and economic uncertainty surrounding the terms of Brexit has in the past led to, and the outcome of Brexit could lead to, certain macroeconomic conditions that adversely affect our business. Adverse macroeconomic consequences such as deterioration in economic conditions, volatility in currency exchange rates, legal uncertainty, potentially divergent national laws and regulations as the U.K. determines which EU laws to replace or replicate and/or prohibitive laws and regulations may adversely affect both demand for our products and services and our ability to deliver our products and services into the EU. The long term effects of Brexit will depend, in part, on any agreements the U.K. makes or does not make to retain access to EU markets either duringfollowing a transitional period or more permanently.period.


In November 2018,Following the EU andformation of a majority Conservative government in December 2019, the U.K. agreed upon the terms of an agreement which sets out the terms of the U.K.’s withdrawalwithdrew from the EU on January 31, 2020. The future relationship between the U.K. and includes a transitionalthe EU remains uncertain as the U.K. and the EU work through the transition period untilthat provides time for them to negotiate the details of their future relationship. The transition period is currently expected to end on December 31, 2020. If the2020, and, if no agreement is not ratified byreached, the EU and U.K. beforedefault scenario would be a “no-deal” Brexit. In the endevent of March 2019, then, absent the U.K. withdrawing its notice under Article 50 or members of the EU agreeing to extend the two-year notice period,a no-deal Brexit, the U.K. will leave the EU with no agreements in place beyond thoseany temporary arrangements whichthat have or may be put in place by the EU or individual EU Member States, and the U.K. as part of no-deal contingency efforts and those conferred by mutual membership of the World Trade Organization. Given the lack of comparable precedent, it is unclear what financial, trade and legal implications the U.K. leaving the EU with no agreements in place would have and how such withdrawal would affect us. ImpactsA large portion of our operations are conducted in the U.K. As a result, a no-deal Brexit could includerestrict access to our services by persons located in the EU being prohibited or becomingmake access more expensive, which could negatively impactadversely affect our operations and profitability.


Our businesses and those of many of our clients have been and continue to be subject to increased legislation and regulatory scrutiny, and we face the risk of changes to thisour regulatory environment and business in the future.
We are and will continue to be subject to extensive regulation in many jurisdictions around the world, and in particular in the U.S. and the U.K. where the largest portions of our operations are conducted. We face the risk of significant actions by regulatory and taxing authorities in all jurisdictions in which we conduct our businesses and hold investments, thatwhich may affect our business, the activity of our market participants, and as a consequence, our results. Among other things, as a result of regulators and tax authorities enforcing existing laws and regulations, we could be censured, fined, prohibited from pursuing certain acquisitions or engaging in some of our business activities, subjected to limitations or conditions on our business activities, including fair, reasonable and nondiscriminatory pricing restrictions, also known as FRAND, or subjected to new or substantially higher taxes or other governmental charges in connection with the conduct of our business or with respect to our employees, including settlement payments, interest payments and penalty payments. In many cases, our activities may be subject to overlapping and divergent regulation in different jurisdictions.
There is also the risk that new laws or regulations or changes in enforcement practices applicable to our businesses or those of our clients could be imposed. This could adversely affect our ability to compete effectively with other institutions that are not affected in the same way or impact our clients’ overall trading volume through our exchanges and demand for our market data and other services. The U.S. government, in particular, has indicated a goal of reforming many aspects of existing financial services regulations. Some areas identified as subject to potential change, amendment or repeal include the Dodd-Frank Act and the authorities of the Federal Reserve and FSOC, however, it is unknown at this time to what extent new legislation will be passed into law or pending or new regulatory proposals will be adopted or modified, or the effect that such passage, adoption or modification will have, positively or negatively, on our industry or on us.
There is also increasing public concern regarding data privacy and data protection and many jurisdictions have passed laws in

this area, such as the European Union General Data Protection Regulation, and the California Consumer Privacy Act, and other jurisdictions are considering imposing additional restrictions. TheseThe laws and regulations related to privacy and data protection are increasing in complexity and number, change frequently and increasingly conflict among the various countries in which we operate, which has resulted in greater compliance risk and cost for us. Regulation of privacy and data protection often times require monitoring of, and changes to, our data practices in regard to the collection, use, disclosure, storage, transfer and/or security of personal and sensitive information.
These developments could impact our profitability in the affected jurisdictions, or even make it uneconomical for us to continue to conduct all or certain of our businesses in such jurisdictions, or could cause us to incur significant costs associated with changing our business practices, restructuring our businesses or moving all or certain of our businesses and our employees to other jurisdictions, including liquidating assets or raising capital in a manner that adversely increases our funding costs or otherwise adversely affects our stockholders and creditors. For example, the adoption and implementation of position limit rules in the U.S. and the EU could have an impact on our commodities business if comparable trading venues in foreign jurisdictions are not subject to equivalent rules. Position limits became effective in the EU beginning January 2018, and in certain cases the position limits are either lower than U.S. equivalent contracts and in other cases position limits areor higher than the limits in U.S. equivalent contracts. These divergent regulations may cause us to move products from one jurisdiction to another as a result of business risks and competitive challenges, and could significantly increase the regulatory compliance costs for our customers and could significantly impact trading activity, which could have a negative impact on our business.
U.S. and EU legal and regulatory developments in response to the global financial crisis, in particular the Dodd-Frank Act, EMIR, EMIR 2.2, MiFID II and the BMR, have significantly altered and propose to further alter the regulatory framework within which we operate and may adversely affect our competitive position and profitability. The enacted and proposed legal and regulatory changes most likely to affect our businesses are: position limit rules in the U.S. and the EU, non-discriminatory access provisions of MiFID II, interoperability and margin rules in EMIR, enhanced regulatory capital liquidity and leverage rules in Basel III and Capital Requirements Directive IV, access rules under the BMR, the non-harmonization of margin requirements, implementation of a financial transaction tax, access to our benchmarks and maintaining our exchanges’ abilities to operate as SROs with related immunity for the discharge of their regulatory functions. As the operator of global businesses, the lack of harmonization in international financial reform efforts could impact our business as our clearing houses and exchanges are subject to regulation in multiple jurisdictions.
The Dodd-Frank Act established enhanced regulatory requirements for non-bank financial institutions designated as “systemically important” by the FSOC. ICE Clear Credit has been designated as a systemically important financial market utility by the FSOC and, as a result, is subject to additional oversight by the CFTC. Compliance with these requirements has resulted in, and will continue to result in, additional operating costs.

In 2016, the SEC approved a plan to establish a market-wide consolidated audit trail, or CAT, to improve regulators’ ability to monitor trading activity. In 2018, the first phase of implementation went live and required SRO participants to begin reporting to the CAT, with a phased implementation of the provisions of the CAT through 2019.CAT. Due to delays in implementation and failure to implement required functionality, there is an increased risk to execution venuesSROs (which includesinclude us) of regulatory action by the SEC. In addition to increased risk in connection with our regulatory obligations, implementation of the CAT could result in significant additional expenditures, which may not be reimbursed. Funding of the implementation and operation of the CAT is ultimately expected to be provided by both the execution venuesSROs and industry members.broker-dealers. To date, however, funding has been provided solely by the execution venuesSROs, partly in exchange for promissory notes, expectedwhich increases the risk that SROs, including us, will not be reimbursed for costs expended to be repaid if industry member fees are approveddate. Due to delays and failures in implementation and functionality by the original plan processor, as well as recently published proposals by the SEC for an amended timeline and implementation structure, we recorded promissory note impairment charges of $16 million in 2019. We believe the risk that SROs are collected to fund the CAT.not reimbursed has increased, resulting in this impairment. Until the SEC approves a funding model that shares the cost of the CAT between the execution venuesSROs and industry members,broker-dealers, the execution venuesSROs may continue to incur additional costs, which may become significant costs, and there is a risk such funding model may result in the uncollectibility of the issued promissory notes.not be reimbursed. As of December 31, 2018,2019, we have accrued approximately $16$7 million as a receivable in connection with our portion of expenses related to the CAT implementation.

We are subject to tax laws, regulations, rulings and audits in multiple U.S. and non-U.S. jurisdictions that could have a significant impact on our business and lead to additional expenditures for us or our customers. For example, there have been discussions in various jurisdictions around financial transaction or digital service tax frameworks. Implementation of any new or amended taxes or regulations could impact our global operations or trading volumes, if adopted.volumes.
Other enacted and proposed legal and regulatory changes not discussed above may also adversely affect our competitive position and profitability. See Item 1 “- Business - Regulation” above for additional information regarding the current and proposed laws and regulations that impact our business, including risks to our business associated with these laws and regulations.
Our compliance and risk management methods, as well as our fulfillment of our regulatory obligations, might not be effective, which could lead to enforcement actions by our regulators.
Our ability to comply with existing rules, regulations and laws and changing rules, regulations and laws largely depends on our establishment and maintenance of compliance, audit and reporting systems that can quickly adapt and respond, as well as our ability to attract and retain qualified compliance and other risk management personnel. Regulators periodically review our ability to self-regulate and our compliance with a variety of laws and regulations including self-regulatory standards. In particular, certain of our businesses associated with the NYSE Group are subject to public notice procedures prior to making changes in operations, policies and procedures. If we fail to comply with any of these obligations, regulators could take a variety of actions that could impair our ability to conduct our business.
Our acquisitions expose us to new regulatory requirements. For example, as a result of our acquisition of Interactive Data, we operate an SEC-registered investment adviser. Investment advisers are subject to significant regulatory obligations under the Investment Advisers Act. Prior to this acquisition, none of our businesses were registered under the Investment Advisers Act. Compliance with the Investment Advisers Act and other regulatory requirements gives rise to costs and expenses that may be material. In addition, our acquisition of the BondPoint ATS in January 2018 and our acquisition of TMC Bonds in July 2018 exposes us to increased exposure to regulatory scrutiny from the SEC, FINRA and MSRB.
Our regulators have broad enforcement powers to censure, fine, issue cease-and-desist orders, embargo future business activity or prohibit us from engaging in some of our businesses. We have settled certain regulatory actions in the past, including NYSE's settlement with the SEC in March 2018 in which we agreed to pay a $14 million civil monetary penalty. We continue to face the risk of significant intervention by regulatory authorities, including extensive examination and surveillance activity of our business. Any such matters may result in material adverse consequences to our financial condition, operating results or ability to conduct our business, including adverse judgments, settlements, fines, penalties, injunctions, restrictions on our business activities or other relief. Our involvement in any such matters, even if the matters are ultimately determined in our favor, could also cause significant harm to our reputation and divert management attention from the operation of our business. Further, any settlement, consent order or adverse judgment in connection with any formal or informal proceeding or investigation by government or regulatory agencies may result in additional litigation, investigations or proceedings as other litigants and government or regulatory agencies begin independent reviews of the same businesses or activities. Finally, the implementation of new legislation or regulations, or changes in or unfavorable interpretations of existing regulations by courts or regulatory bodies, could require us to incur significant compliance costs and impede our ability to remain competitive and grow our business.

Our business is subject to the impact of financial markets volatility, including the prices and interest rates underlying our derivative products, due to conditions that are beyond our control.
Trading volume in our markets and products is largely driven by the degree of volatility - the magnitude and frequency of fluctuations - in prices and levels of the underlying commodities, securities, indices, financial benchmarks or other instruments. Volatility increases the need to hedge price risk and creates opportunities for investment and speculative or arbitrage trading. Were there to be a sustained period of stability in the prices or levels of the underlying commodities, securities, indices, benchmarks or other instruments of our products, we could experience lower trading volumes, slower growth or declines in revenues.
Factors that are particularly likely to affect price and interest rate levels and volatility, and thus trading volumes, include:
global and domestic economic, political and market conditions;
concerns over inflation, deflation, legislative and regulatory changes, government fiscal and monetary policy - including actions by the Federal Reserve and other foreign monetary units governing bodies, and investor and consumer confidence levels;
weather conditions including hurricanes and other significant events, natural and unnatural disasters like large oil spills that impact the production of commodities and, in the case of energy commodities, production, refining and distribution facilities for oil and natural gas;
war, acts of terrorism and any unforeseen market closures or disruptions in trading;
political developments impacting international trade, including continued uncertainty surrounding Brexit, trade disputes and increased tariffs, particularly between the U.S. and China;China, and imposition of protectionist measures;
real and perceived changes in the supply and demand of commodities underlying our products, particularly energy and agricultural products, including changes as a result of technological improvements or the development of alternative energy sources; and
credit quality of market participants, the availability of capital and the levels of assets under management.
Any one or more of these factors, which are beyond our control, may reduce trading activity, which could make our markets less attractive as a source of liquidity, and in turn could further discourage existing and potential market participants and thus accelerate a decline in the level of trading activity and potentially related services such as data or clearing. Further, lower market volatility could also result in more exchanges competing for trading volumes to maintain their growth. If any of these unfavorable conditions were to persist over a lengthy period of time and trading volumes were to decline substantially and for a long enough period, the critical mass of transaction volume necessary to support viable markets could be jeopardized. Because our cost structure is largely fixed, if demand for our current products and services decline for any reason, we may not be able to adjust our cost structure to counteract the associated decline in revenues, which would cause our net income to decline.

Systems failures in the derivatives and securities trading industry could negatively impact us.
High-profile system failures in the derivatives and securities trading industry have in the past, and could in the future, negatively impact our business and result in a loss of confidence in our technology and our markets, regulatory investigations, fines and penalties and business activity slowdown or interruptions. Further, regulators have imposed requirements for trading platforms that have been costly for us to implement and could result in a decrease in demand for some of our services. In particular, the SEC’s Regulation Systems Compliance and Integrity, or Regulation SCI, and the CFTC’s system safeguards regulations subject portions of our securities and derivatives trading platforms and other technological systems related to our clearing houses, trade repositories and the U.S. SEF to more extensive regulation and oversight. Ensuring our compliance with the requirements of Regulation SCI and the CFTC’s system safeguards regulations requires significant implementation costs as well as increased ongoing administrative expenses and burdens. In addition, any expansion of the ICE systems that are determined to be in scope for Regulation SCI could result in significant additional expenditures.
Our systems and those of our third-party service providers may be vulnerable to cyber-attacks, hacking and other cyber securitycybersecurity risks, especially in light of our role in the global financial marketplace, which could result in wrongful manipulation, disclosure, destruction, or use of our information or that of a third party, or which could make our participants unable or reluctant to use our electronic platform.platforms.
The secure transmission of confidential information and the ability to reliably transact on our electronic platforms and provide financial data services are critical elements of our operations. Some of our products and services involve the

storage and transmission of proprietary information and sensitive or confidential client and other data, including client portfolio information. If anyone gains improper access to our electronic platforms, networks or databases, they may be able to steal, publish, delete or modify our confidential information or that of a third party. Breaches of our cybersecurity measures or the accidental loss, inadvertent disclosure or unapproved dissemination of proprietary information or sensitive or confidential data about us, our clients or our customers, including the potential loss or disclosure of such information or data could expose us, our customers or the individuals affected to a risk of loss or misuse of this information, result in litigation, regulatory action and potential liability for us, damage our brand and reputation or otherwise harm our business. Our networks and those of our participants, third-party service providers and external market infrastructures may be vulnerable to compromise, unauthorized access, security technology failure, computer viruses, social engineering, denial of service attacks, terrorism, “ransom”ransomware attacks, firewall or encryption failures or other security problems resulting in loss of data integrity, information disclosure, unavailability or fraud. The financial services industry has been targeted for purposes of political protest, activism and financial gain and our role in the global marketplace places us at greater risk than other public companies for cyber-attack and other information security threats. Further, former employees of certain companies in the financial sector have misappropriated trade secrets or stolen source code in the past, and we could be a target for such illegal acts in the future. There also may be system or network disruptions if new or upgraded systems are defective or not tested and installed properly.
Although we have not been the victim ofsubject to cyber-attacks or other cyber incidents that have had a material impact on our operations or financial condition, we have from time to time experienced cybersecurity events including distributed denial of service attacks, malware infections, phishing, web attacks and other information technology incidents that are typical for a financial services company of our size. For example, we detectedexperienced a coordinated set of sophisticated Distributed Denial of Service, or DDoS, attacks in 2019 that activated our detection and respondedresponse measures, which mitigated the impact. In response to the exploitation of a legacy web server in September 2018. Whilethese threats, we also engaged our controls prevented the attack from establishing persistent network access or expanding laterally into additional systems, we did invoke our incident response proceduresthreat intelligence and risk assessment functions to eliminate the vector of attackperform root-cause analysis and forensically confirm the limited extent of any data that was exposed. Further, we exercised our third-party incident response arrangementscontinue to independently validate our findings.refine controls. While we operate an Information Security program that is designed to prevent, detect, track and mitigate cyber incidents and that has detected and mitigated such incidents in the past, we cannot assure you that these measures will be sufficient to protect our business against future attacks, losses or reduced trading volume in our markets as a result of any security breach, hacking or cyber-attack.markets. Any such attacks could result in reputational damage, cause system failures or delays that could cause us to lose customers, cause us to experience lower current and future trading volumes or incur significant liabilities or have a negative impact on our competitive position. In addition, given the increasing complexity and sophistication of the techniques used to obtain unauthorized access or disable or degrade systems, a cyber-attack could occur and persist for an extended period of time before being detected, and we may not anticipate these acts or respond adequately or timely. The extent of a particular cyber incident and the steps that we may need to take to investigate the incident may not be immediately clear, and it may take a significant amount of time before such investigation can be completed and full and reliable information about the incident is known. While such an investigation is ongoing, we may not necessarily know the extent of the harm or how best to remediate it, which may compound damages before the incident is discovered or remediated. Additionally, as threats continue to evolve and increase, and as the regulatory environment related to information security, data collection and use, and privacy becomes increasingly rigorous, we may be required

to devote significant additional resources to modify and enhance our security controls and to identify and remediate any security vulnerabilities, which could adversely impact our net income.
Further, cybersecurity threats to, and incidents involving, vendors and other third-parties who support our activities - particularly those with less-sophisticated defenses - could impact us. During 2019, we became aware of three separate vendors who were materially impacted by significant ransomware attacks. Although we were able to shift reliance away from each of these vendors quickly, these incidents demonstrate the potential for cybersecurity incidents of third parties to have a material impact despite the efforts we make to minimize concentration risk and ensure the cyber resiliency of our vendors.
Owning clearing houses exposes us to risks, including risks related to defaults by clearing members, risks related to investing margin and guaranty funds and the cost of operating the clearing houses.
There are risks inherent in operating clearing houses, including exposure to the market and counterparty risk of clearing members, market liquidity risks, defaults by clearing members and risks associated with custody and investing margin or guaranty fund assets provided by clearing members to our clearing houses, which could subject our business to substantial losses. For example, clearing members have transferred an aggregate amount of cash in ICE Clear Europe relating to margin and guaranty funds of $30.9$32.5 billion as of December 31, 20182019 and a total of $64.0$65.0 billion for all of our clearing houses as of December 31, 2018.2019. The ICE Clear Europe and ICE Clear U.S.Clearing Houses may use third-party investment managersadvisors for investment of cash assets, subject to the guidelines provided by each clearing house, and may add or change the investment managers from time to time. To the extent available, ICE Clear Credit holds the U.S. dollar cash and U.S. Treasuries that clearing members transfer to satisfy their original margin and guaranty fund requirements at its account at the Federal Reserve. With respect to other clearing member cash posted, ICE Clear Credit currently self-manages and uses external investment managers to invest such cash margin and guaranty fund deposits.
We have an obligation to return margin payments and guaranty fund contributions to clearing members to the extent that the relevant member’s risk based on its open contracts to the clearing house is reduced. If a number of clearing members

substantially reduce their open interest or default, the concentration of risks within our clearing houses will be spread among a smaller pool of clearing members, which would make it more difficult to absorb and manage risk in the event of a further clearing member’s default.
Although our clearing houses have policies and procedures to help ensure that clearing members can satisfy their obligations, such policies and procedures may not succeed in preventing losses after a member's or counterparty’s default. In addition, although we believe that we have carefully analyzed the process for setting margins and our financial safeguards, it is a complex process and there is no guarantee that our procedures will adequately protect us from the risks of clearing these products. We cannot assure you that these measures and safeguards will be sufficient to protect us from a default or that we will not be materially and adversely affected in the event of a significant default. We have contributed our own capital to the front of the guaranty fund of the clearing houses that could be used in the event of a default. Furthermore, in September 2019, we added a layer of insurance to our clearing member default protection. The default insurance layer resides after and in addition to the ICE Clear Credit, ICE Clear Europe, and ICE Clear U.S. Skin In The Game contributions and before the guaranty fund contributions of the non-defaulting clearing members. The default insurance has a three-year term, subject to renewal. Notwithstanding these actions, the default of any one of the clearing members could subject our business to substantial losses and cause our customers to lose confidence in the guaranty of our clearing houses.
A decline in the value of securities held as margin or guaranty fund contributions by our clearing houses or default by a sovereign government issuer could pose additional risks of default by clearing members.
Our clearing houses hold a substantial amount of assets as margin or guaranty fund contributions, which comprise U.S. and other sovereign treasury securities. As of December 31, 2018,2019, our clearing houses held $54.3$58.2 billion of non-cash margin or guaranty fund contributions in U.S. and other sovereign treasury securities: $41.5$44.5 billion of this amount was comprised of U.S. Treasury securities, $1.8$2.4 billion of French Treasury securities, $1.7$1.6 billion of German Treasury securities, $1.2 billion of Italian Treasury securities, $1.4 billion of U.K. Treasury securities and $6.6$8.3 billion of other European, Japanese and Tri-Party Treasury securities. Sovereign treasury securities have historically been viewed as one of the safest and most liquid securities for clearing houses to hold due to the perceived credit worthiness of major governments. However, the markets for such securities have experienced significant volatility during the past decade and as of late due to on-going financial challenges in some of the major European countries and the U.S. government’s negotiations regarding taxation, spending cuts and raising the debt ceiling, which is the maximum amount of debt that the U.S. government can legally incur. In addition, if there is a collapse of the euro,in a specific currency relied upon by our clearing houses, our clearing houses would face significant expenses in changing

their systems and such an event could cause a credit contraction and major swings in asset prices and exchange rates. To mitigate this risk, our clearing houses currently apply a discount or “haircut” to the market values for all sovereign securities held as margin or guaranty fund contributions; however, market conditions could change more quickly than we adjust the amount of the haircuts and the haircuts could be insufficient in the event of a sudden market event.
Notwithstanding the current intraday margin and valuation checks conducted by our clearing houses and our policies and practices to limit exposures, our clearing houses will need to continue to monitor the volatility and value of sovereign treasury securities. If the value of these securities declines significantly, our clearing houses will need to collect additional margin or guaranty fund contributions from their clearing members, which may be difficult for the members to supply in a time of financial stress affected by an actual or threatened default by a sovereign government. In addition, our clearing houses may be required to impose a more significant discount on the value of sovereign treasury securities posted as margin or guaranty fund contributions if there is uncertainty regarding the future value of these securities, which would trigger the need for additional margin or guaranty fund contributions by the clearing members. If a clearing member cannot supply the additional margin or guaranty fund contributions, which may include cash in a currency acceptable to the clearing house, the clearing house would deem the clearing member in default. If any clearing members default as a result of the reduction in the value of margin or guaranty fund contributions, our clearing houses and trading business could suffer substantial losses as a result of the loss of any capital that has been contributed to the clearing house’s guaranty funds and a loss of confidence by clearing members in the clearing house, resulting in a reduction in volumes of future cleared transactions.
Further, our clearing houses invest large sums through reverse repo transactions in connection with their clearing operations and hold sovereign securities as security in connection with such investment transactions. In the event that a reverse repo counterparty defaults, the value of the sovereign securities we hold as collateral might not be sufficient to cover our losses. Our clearing houses may also make demand deposits with banks that are secured only to the value of Federal Deposit Insurance Corporation, or FDIC insurance or other national deposit guarantee schemes, which is small, and therefore, the deposits may in significant part be lost in the event one of these banks becomes insolvent.
Owning and operating equity and options exchanges exposes us to additional risks, including the regulatory responsibilities to which these businesses are subject.

Owning and operating equity and options exchanges for which the revenues are primarily derived from trading activity, market data and listing fees, exposes us to additional risks. Adverse economic conditions and regulatory changes similar to those discussed above, including changes to the number of exchanges that are permitted to conduct closing auctions, could result in decreased trading volume on our exchanges, discourage market participants from listing on our equity and options exchanges or cause them to forgo new offerings. Any of these could reduce our revenues, including market data revenue.
Our exchanges are operated as for-profit businesses but have certain regulatory responsibilities that must be fulfilled. Specifically, our exchanges are responsible for enforcing listed company compliance with applicable listing standards, overseeing regulatory policy determinations, rule interpretation and regulation-related rule development and conducting trading reviews. Any failure by one of our exchanges with self-regulatory responsibility to comply with, and enforce compliance by their members with, exchange rules and securities laws could significantly harm our reputation, prompt regulatory scrutiny, result in the payment of fines or penalties and adversely affect our business, financial condition and operating results.
We must allocate significant resources to fulfill our self-regulatory responsibilities. The for-profit exchanges’ goal of maximizing stockholder value might contradict the exchanges’ self-regulatory responsibilities. TheIn addition, the listing of our common stock on the NYSE could potentially create a conflict between the exchange’s regulatory responsibilities to vigorously oversee the listing and trading of securities, on the one hand, and our commercial and economic interest, on the other hand. While we have structural protections to minimize these potential conflicts, we cannot be sure that such measures will be successful.
Further, changes in the rules and operations of our securities markets must be reviewed and approved by the SEC. Approval of such changes by the SEC cannot be guaranteed, and the SEC could delay either the approval process or the initiation of the public comment process. Any denial or delay in approving changes could have an adverse effect on our business, financial condition and operating results.
Our compliance and risk management methods, as well as our fulfillment of our regulatory obligations, might not be effective, which could lead to enforcement actions by our regulators.
Our ability to comply with complex and changing laws and rules is largely dependent on our establishment and maintenance of compliance, audit and reporting systems that can quickly adapt and respond, as well as our ability to attract and retain qualified compliance and other risk management personnel. Regulators periodically review our exchanges’ ability to self-regulate and our compliance with a variety of laws and regulations including self-regulatory standards. In particular, certain of our businesses associated with the NYSE Group are subject to public notice procedures prior to making changes in operations, policies and procedures. If we fail to comply with any of these obligations, regulators could take a variety of actions that could impair our ability to conduct our business.
Our acquisitions expose us to new regulatory requirements. For example, as a result of our acquisitions of Interactive Data and Securities Evaluations, we operate two SEC-registered investment advisers. Investment advisers are subject to significant regulatory obligations under the Investment Advisers Act. Prior to these acquisitions, none of our businesses were registered under the Investment Advisers Act. Compliance with the Investment Advisers Act and other regulatory requirements gives rise to costs and expenses that may be material. In addition, our acquisition of the BondPoint ATS in January 2018 exposes us to increased exposure to regulatory scrutiny from the SEC and FINRA and our acquisition of TMC Bonds in July 2018 exposes us to regulatory scrutiny from FINRA.
Our regulators have broad enforcement powers to censure, fine, issue cease-and-desist orders or prohibit us from engaging in some of our businesses. We will continue to face the risk of significant intervention by regulatory authorities, including extensive examination and surveillance activity. Any such matters may result in material adverse consequences to our financial condition, operating results or ability to conduct our business, including adverse judgments, settlements, fines, penalties, injunctions, restrictions on our business activities or other relief. Our involvement in any such matters, even if the matters are ultimately determined in our favor, could also cause significant harm to our reputation and divert management attention from the operation of our business. Further, any settlement, consent order or adverse judgment in connection with any formal or informal proceeding or investigation by government or regulatory agencies may result in additional litigation, investigations or proceedings as other litigants and government or regulatory agencies begin independent reviews of the same businesses or activities. Finally, the implementation of new legislation or regulations, or changes in or unfavorable interpretations of existing regulations by courts or regulatory bodies, could require us to incur significant compliance costs and impede our ability to remain competitive and grow our business.

We face intense competition.
We face intense competition in all aspects of our business and our competitors, both domestic and international, are numerous. We currently compete with:
regulated, diversified futures exchanges globally that offer trading in a variety of asset classes similar to those offered by us, such as energy, agriculture, equity and equity index, credit, and interest rate derivatives markets and foreign exchange;

exchanges offering listing and trading of cash equities, ETFs, closed-end funds and other structured products similar to those offered by us;
market data and information vendors;
providers of digital solutions, including providers of mortgage services;
interdealer brokers active in the global credit derivatives markets;
existing and newly formed electronic trading platforms, service providers and other exchanges;
other clearing houses; and
consortiums of our customers, members or market participants that may work together to achieve more favorable terms or pool their trading activity to establish new exchanges, trading platforms or clearing facilities.
Trends towards the globalization of capital markets have resulted in greater mobility of capital, greater international participation in markets and increased competition among markets in different geographical areas. Competition in the market for derivatives trading and clearing and in the market for cash equity listings, trading and execution have intensified as a result of consolidation, as the markets become more global in connection with the increase in electronic trading platforms and the desire by existing exchanges to diversify their product offerings. Finally, many of our competitors are our largest customers or are owned by our customers and may prioritize their internalization and ATS businesses ahead of their exchange-based market making business. Some of our competitors may have greater capital and resources, offer a wide range of products and services or operate under less stringent regulatory regimes than we do.
We also face pricing competition in many areas of our business. A decline in our fees due to competitive pressure, the inability to successfully launch new products or the loss of customers due to competition could lower our revenues, which would adversely affect our profitability. For example, ICE Data Services’ business has benefited from a high renewal rate in its subscription-based business, but we cannot assure you that this will continue. We also cannot assure you that we will be able to continue to expand our product offerings, modify the pricing for our products or retain our current customers or attract new customers. If we are not able to compete successfully, our business could be materially impacted, including our ability to remain as an operating entity.
We may have difficulty executing our growth strategy and maintaining our growth effectively.
We have achieved a tremendous amount of growth since becoming a public company in 2005. Our growth is highly dependent on customer demand for our core products and services, favorable economic conditions and our ability to invest in our personnel, facilities, infrastructure and financial and management systems and controls. Adverse economic conditions could reduce customer demand for our products and services, which may place a significant strain on our management and resources and could force us to defer existing or future planned opportunities. We regularly evaluate our existing operations, service capacity and business efficiencies and, as a result of such evaluations, we may undertake strategic initiatives outside of and within our businesses. In addition, we may not be successful in executing on our strategies to support our growth organically or through acquisitions, other investments or strategic alliances.
Regulatory changes or court rulings may have an adverse impact on our ability to derive revenue from market data and connectivity fees.
Regulatory developments or court rulings could reduce the amount of revenue that we obtain from market data and connectivity fees. With respect to our U.S. equities and equity options exchanges, our ability to assess fees for market data products and certain connectivity fees are subject to review by the SEC. There continues to be opposing industry viewpoints and litigation as to the extent that our U.S. equities and equity options exchanges should be able to charge for market data and market access, and the manner in which we set such exchange fees could be reassessed. In October 2018, the SEC issued an order setting aside certain market data fees imposed by NYSE Arca, Inc. and Nasdaq Stock Market LLC that were challenged by the Securities Industry and Financial Markets Association, or SIFMA, finding that the exchanges had not met their statutory obligation to demonstrate that the fees were consistent with the Exchange Act (i.e., that these fees are fair and reasonable and not unreasonably discriminatory). Simultaneously the SEC remanded over 400 market data fee and other filings back to the exchanges and the national market system plans for consideration under the standards set out in the SIFMA order and an earlier order issued by the SEC relating to a separate litigation matter.
If new constraints are placed on our ability to charge for market data or market access, it could have a negative impact on our revenues. We cannot predict whether, or in what form, any regulatory or other changes will take effect or their

impact on our business. A determination by the SEC or a court, for example, that the SEC must link market data fees to marginal costs, take a more active role in the market data rate-setting process, or reduce the current levels of market data fees, could have an adverse effect on our market data revenues.
Separately, our European exchanges are currently authorized to sell trade information on a non-discriminatory basis at a reasonable cost. This regulatory position could be modified or interpreted by the EC or future European court decisions in a manner that could have an adverse effect on our European market data revenues.
Failure to administer and evolve our benchmarks and indices in a manner that maintains the reliability and relevance of the benchmark or index, damage to our reputation resulting from ourrelated to the administration of LIBOR or other benchmarks and indices, including LIBOR, and the potential replacement of, and transition from, benchmarks and indices, including LIBOR, could adversely affect our business.
We operateCertain of our subsidiaries produce and license multiple global benchmark productsbenchmarks and indices across our asset classes, and a significant portion of our trading and clearing volume is based onreferences these products.benchmarks and indices. To ensure continued trading and clearing in our benchmarkthese benchmark-related products, and the continued licensing and use of these benchmarks and indices, weour subsidiaries must be able to demonstrate that our productsthese benchmarks and indices are administered with integrity and are not readily subject to manipulation and we must also continue to evolve our productsthese benchmarks and indices as necessary to maintain their reliability and relevance. OurAs an example, our subsidiary, IBA, is the administrator forof various global benchmarks, including LIBOR. IBA’sIBA assumed the administration of LIBOR is the resultfollowing various cases of attempted manipulation and misconduct related to the LIBOR scandal, which was a series of fraudulent actions taken by banksbenchmark that were submitting false LIBOR rates to profit from trades, or to giveemerged following the impression that the banks were more creditworthy than they were.financial crisis. Any failures, negative publicity or lawsuits resulting fromrelated to our subsidiaries' administration of benchmarks and indices, including LIBOR, or other benchmarks could result in a loss of confidence in the administration of these benchmarks and indices and could harm our business and our reputation.

In January 2019, weICE and certain affiliates were named as a defendantdefendants in twothree virtually identical proposed class action lawsuits regarding the administration of LIBOR that allege that weICE and certain affiliates, along with 18 multinational banks, engaged in a conspiracy to set the U.S. Dollar LIBOR benchmark at artificially low levels. Also, in July 2017, the FCA announced the desireICE and its affiliates intend to phase out the use of LIBOR by the end of 2021. There is currently no definitive information regarding the future utilization of LIBOR or of any particular replacement rate. vigorously defend this action.
The Federal Reserve, in conjunction with the Alternative Reference Rates Committee, a steering committee comprised of large U.S. financial institutions, announced replacement of, U.S. dollar LIBOR with a new index calculated by short-term repurchase agreements, backed by U.S. Treasury securities called the SOFR. The first publication of SOFR was released in April 2018. Whether or not SOFR attains market traction as a LIBOR replacement tool remains in questiontransition from, our subsidiaries' benchmarks and the future of LIBOR at this time is uncertain. As a result, it is not possible to predict the effect of any changes, establishment of alternative references rates or other reforms to LIBOR that may be enacted in the U.K. or elsewhere. The elimination ofindices, including LIBOR, or any other changes or reforms to the determination or supervisionadministration of LIBORsuch benchmarks and indices, could have an adverse impact on our business, financial condition and operating results. In July 2017, the FCA stated its intention that it would no longer be necessary to sustain LIBOR through its influence or legal powers beyond 2021. As such, there is no guarantee that any LIBOR settings will continue to be published after year-end 2021. Alternative risk free reference rates have been selected for the various LIBOR currencies by working groups in each relevant jurisdiction, and global regulators have advocated for a transition from LIBOR to these alternative rates by year-end 2021. In the U.S., the Federal Reserve Board and the Federal Reserve Bank of New York, or New York Fed, convened the Alternative Reference Rates Committee, which selected the SOFR as the alternative risk free rate for U.S. Dollars. The New York Fed started publishing SOFR in April 2018 and developed a “Paced Transition Plan” of key steps and milestones to encourage its adoption. The transition from LIBOR to alternative rates in the various LIBOR currencies is at different stages and is proceeding at different speeds. We continue to monitor industry and regulatory developments, but it is not yet possible to predict with certainty how the transition from LIBOR will be implemented, whether recommendations and proposals from industry groups will be broadly accepted, and what effect the transition from LIBOR may have on the markets that use the benchmark today.
We may not be successful in offering new products or technologies or in identifying opportunities.
We intend to launch new products and services and continue to explore and pursue other opportunities to strengthen our business and grow our company. We may spend substantial time and money developing new product offerings or improving current product offerings. If these offerings are not successful, we may miss a potential market opportunity and not be able to recover the costs of such initiatives. Obtaining any required regulatory approval associated with these offerings may also result in delays or restrictions on our ability to benefit fully from these offerings. Further, we may seek to enter into or increase our presence in markets that already possess established competitors who may enjoy the protection of high barriers to entry. Introducing or maintaining our offerings in certain countries may also be subject to a number of other risks, including currency exchange rate risk, difficulties enforcing agreements or collecting receivables, longer payment cycles, compliance with the laws or regulations of these countries, and political and regulatory uncertainties.
In addition, in light of consolidation in the exchange, data services and clearing sectors and competition for opportunities, we may be unable to identify strategic opportunities or we may be unable to negotiate or finance any future acquisition successfully. Our competitors could merge, making it more difficult for us to find appropriate entities to acquire or merge

with and making it more difficult to compete in our industry due to the increased resources of our merged competitors. Also, offering new products and pursuing acquisitions requires substantial time and attention of our management team, which could prevent them from successfully overseeing other initiatives that are necessary for our success.
We have made substantial progress toward developing and deploying new technology platforms to improve our equity exchange business and data services business. We may experience disruptions or encounter unexpected challenges in deploying these new systems. Further, the costs to complete the remaining work may exceed our current expectations. Any significant cost increases or disruptions to product quality, sales effectiveness or client service or to our other business operations could have an adverse effect on our business, financial condition and operating results.
If we are unable to keep up with rapid changes in technology and client preferences, we may not be able to compete effectively.
Our success depends on our ability to maintain and expand our product offerings, our customer base and our technology. To remain competitive, we must continue to enhance and improve the responsiveness, functionality, accessibility and reliability of our electronic platforms and our proprietary and acquired technology. The financial services industry is characterized by rapid technological change, change in use patterns, change in client preferences, frequent product and service introductions and the emergence of new industry standards and practices. These changes could render our existing proprietary technology uncompetitive or obsolete. We are in the process of implementinghave implemented a new trading technology system at NYSE and if there are trading disruptions or if the new system has inadequate performance, we could suffer material losses, incur reputational damage or be subject to heightened regulatory scrutiny.
Further,
We cannot assure you that we will successfully implement new technologies or adapt our proprietary technology to our clients’ requirements or emerging industry standards in a timely and cost-effective manner. Any failure to remain abreast of industry standards in technology and to be responsive to client preferences could cause our market share to decline and negatively impact our results.
Our use of "open source" software could negatively impact our ability to sell our products and services and subject us to litigation.
We use some open-source software in our technology, most often as small components within a larger product or service, to augment algorithms, functionalities or libraries we create, and we may use more open-source software in the future. Open-source code is also contained in some third-party software we rely on. We could be subject to suits by parties claiming breach of the terms of the license for such open-source software. The terms of many open-source licenses are ambiguous and have not been interpreted by U.S. or other courts, and these licenses could be construed in a manner that imposes unanticipated conditions or restrictions on our ability to commercialize our products and services.
We cannot assure you that we will successfully implement new technologies Further, open-source licensors generally do not provide technology support, maintenance, warranties or adapt our proprietary technologyassurance of title or controls on the origin of the software, which can also lead to our clients’ requirements or emerging industry standards in a timely and cost-effective manner. Any failure to remain abreast

greater risks than use of industry standards in technology and to be responsive to client preferences could cause our market share to decline and negatively impact our results.third-party commercial software.
Our business may be harmed by computer and communication systems failures and delays.
Our business depends on the integrity, reliability and security of our infrastructure which is highly dependent on our computer and communication systems. We support and maintain many of the systems that comprise our electronic platforms and our failure to monitor or maintain these systems, or to find replacements for defective components within a system in a timely and cost-effective manner when necessary, could have a material adverse effect on our ability to conduct our business. Our customers rely on us for the delivery of time-sensitive, up-to-date and high-quality financial market data, analytics and related solutions. Our timely, reliable delivery of high-quality products and services is subject to an array of technical production processes that enable our delivery platforms to leverage an extensive range of content databases. Our redundant systems or disaster recovery plans, including our ability to recover from the loss of one of our primary data centers, may prove to be inadequate in the event of a systems failure or cybersecurity breach. Our systems, or those of our third-party providers, may fail or be shut down or, due to capacity constraints, may operate slowly, causing one or more of the following:
unanticipated disruption in service to our participants;
slower response time and delays in our participants’ trade execution and processing;
failed settlement by participants to whom we provide trade confirmation or clearing services;
incomplete or inaccurate accounting, recording or processing of trades;

failure to complete the clearing house margin settlement process resulting in significant financial risk;
distribution of inaccurate or untimely market data to participants who rely on this data in their trading activity; and
financial loss to us or those who depend on our systems and data.
We have experienced system failures in the past due to telecommunication failures and hardware and software malfunctions and defects, and could experience in the future, system failures due to power or telecommunications failures, human error on our part or on the part of our vendors or participants, natural disasters, fire, sabotage, hardware or software malfunctions or defects, computer viruses, cyber-attacks, intentional acts of vandalism or terrorism and similar events. If any one or more of theseThese situations were to arise, they could result in damage to our business reputation and participant dissatisfaction with our electronic platform, which could prompt participants to trade elsewhere or expose us to litigation or regulatory sanctions. As a consequence, our business, financial condition and operating results could suffer materially.
Our regulated business operations generally require that our trade execution and communications systems be able to handle anticipated present and future peak trading volume. Heavy use of computer systems during peak trading times or at times of unusual market volatility could cause those systems to operate slowly or even to fail for periods of time. However, we cannot assure you that our estimates of future trading volume will be accurate or that our systems will always be able to accommodate actual trading volume without failure or degradation of performance.
Although many of our systems are designed to accommodate additional volume and products and services without redesign or replacement, we will need to continue to make significant investments in additional hardware and software and telecommunications infrastructure to accommodate the increases in volume of order and trading transaction traffic and to provide processing and clearing services to third parties. If we cannot increase the capacity and capabilities of our systems to accommodate an increasing volume of transactions and to execute our business strategy, our ability to maintain or expand our businesses could be adversely affected.
We currently have a substantial amount of outstanding indebtedness which could adversely affect our financial condition and operations and restrict our ability to engage in additional transactions or satisfy our debt service obligations.
As of December 31, 2018,2019, we had $7.4$7.8 billion of outstanding debt. This level of indebtedness could have important consequences to our business, including making it more difficult to satisfy our debt service obligations, increasing our vulnerability to general adverse economic and industry conditions, limiting our flexibility in planning for, or reacting to, changes in our business and the industry in which we operate, placing us at a competitive disadvantage compared to our peers and restricting us from pursuing certain business opportunities. As we use our available resources to reduce and refinance our consolidated debt, our flexibility in planning for, or reacting to, changes in our business and the industry in which we operate and our ability to pursue future business opportunities may be further restrained. In addition, the terms of our debt facilities contain affirmative and negative covenants, including a leverage ratio test and certain limitations on the incurrence of additional debt or the creation of

liens and other matters. Further, a portion of our outstanding debt has been in commercial paper, which is subject to interest rate changes. Rising interest rates will result in an increase in our interest expense. We may incur additional indebtedness in the future, which could materially affect our financial condition.
Our long-term and short-term debt is currently rated by Moody’s Investor Services and Standard & Poor’s. These ratings agencies regularly evaluate us and our credit ratings based on a number of quantitative and qualitative factors, including our financial strength and conditions affecting the financial services industry, generally. Our credit ratings remain subject to change at any time, and it is possible that a ratings agency may take action to downgrade our credit ratings in the future. In particular, our inability to sustain reduced debt on a consolidated basis may result in a downgrade of our credit ratings. A significant downgrade of our credit ratings could impact customers’ willingness to use our clearing houses, make parties less willing to do business with us, and could negatively impact our ability to access the capital markets and increase the cost of our commercial paper and any future debt funding we may obtain.
We may fail to complete or realize the anticipated cost savings, growth opportunities and synergies and other benefits anticipated from our recent acquisitions and future acquisitions, which could adversely affect the value of our common stock.
We have completed many acquisitions and plan to continue to pursue acquisitions and joint ventures. The success of our acquisitions will depend, in part, on our ability to integrate these businesses into our existing operations and realize anticipated cost savings, revenue synergies and growth opportunities. We generally set aggressive timelines for realizing savings,which assumes we successfully undertake a variety of actions (including, but not limited to, integrating technology, eliminating redundancies and effecting organizational restructurings) that are themselves subject to a variety of risks and may be subject to regulatory approvals that we do not control. The process of integrating acquired companies is time consuming and could disrupt each company’s ongoing businesses, produce unforeseen regulatory and operating difficulties (including inconsistencies in standards, controls, procedures and policies that adversely affect relationships with market participants, regulators and others), require substantial resources and expenditures and divert the attention of management from the ongoing operation of the business.
There is a risk, however, that we may not integrate these acquired companies in a manner that permits our expected cost savings and revenue synergies to be fully realized in the time periods expected, or at all. In addition, a variety of factors, including but not limited to regulatory conditions, governmental competition approvals, currency fluctuations and difficulty integrating technology platforms, may adversely affect our ability to complete our acquisitions or realize our anticipated cost savings and synergies.
We may also not realize anticipated growth opportunities and other benefits from strategic investments or strategic joint ventures or alliances that we have entered into or may enter into for a number of reasons, including regulatory or government approvals or changes, global market changes, contractual obligations, competing products and, in some instances, our lack of or limited control over the management of the business. Further, strategic initiatives that have historically been successful may not continue to be successful due to competitive threats, changing market conditions or the inability for the parties to extend the relationship into the future.
As a result of any future acquisition, we may issue additional shares of our common stock that dilute our stockholders’ ownership interest, expend cash, incur debt, assume actual and contingent liabilities, inherit existing or pending litigation or create additional expenses related to amortizing intangible assets. Further, we cannot assure you that any such financing or equity investments will be available with terms that will be favorable to us, or available at all.
Fluctuations in foreign currency exchange rates may adversely affect our financial results.
Since we conduct operations in several different countries, including the U.S., U.K., EU and Canada, substantial portions of our revenues, expenses, assets and liabilities are denominated in U.S. dollars, pounds sterling, euros and Canadian dollars. Because our consolidated financial statements are presented in U.S. dollars, we must translate non-U.S. dollar denominated revenues, income and expenses, as well as assets and liabilities, into U.S. dollars at exchange rates in effect during or at the end of each reporting period. Therefore, increases or decreases in the value of the U.S. dollar

against the other currencies may affect our net operating revenues, operating income and the value of balance sheet items denominated in foreign currencies.
External events such as Brexit and the negotiations regarding the terms thereof and the passage of U.S. taxation reform legislation and recent actions of the U.S. administration under President Donald Trump each have caused, and may continue to cause, significant volatility in currency exchange rates, especially among the U.S. dollar, the British pound sterling and the euro. If global economic and market conditions, or economic conditions in the U.K., EU, the U.S. or other

key markets remain uncertain or deteriorate further, the value of the pound sterling and euro and the global credit markets may further weaken. General financial instability in countries in the EU could have a contagion effect on the region and contribute to the general instability and uncertainty in the EU. Events that adversely affect our U.K. and EU clients and suppliers could in turn have a materially adverse effect on our international business results and our operating results.
For additional information on our foreign currency exchange rate risk, refer to “- Foreign Currency Exchange Rate Risk” in Item 7A “- Quantitative and Qualitative Disclosures About Market Risk, which is included in this Annual Report.”
We may be required to recognize impairments of our goodwill, other intangible assets or investments.
The determination of the value of goodwill and other intangible assets requires the use of estimates and assumptions that affect our consolidated financial statements. As of December 31, 2018,2019, we had goodwill of $13.1$13.3 billion and net other intangible assets of $10.5$10.3 billion relating to our acquisitions and our purchase of trademarks and Internet domain names from various third parties.
Our equity investments, including our investments in Euroclear and Coinbase Global, Inc., among others, are now subject to valuation under ASU 2016-01. In accordance with ASU 2016-01,During 2019, we will only adjustrecorded an impairment charge of $31 million on the fairremaining value of these investments if and when there is an observable price change in an orderly transactionour exchange registration intangible assets on ICE Futures Singapore as a result of a similar or identical investment or indication of impairment, and any changedecrease in the fair value will be recognized in net income.
value. We cannot assure you that we will not experience future events that may result in asset impairments. An impairment of the value of our existing goodwill, other intangible assets and other investments and assets could have a significant negative impact on our future operating results.
For additional information on our goodwill, other intangible assets and investments, refer to Notes 3, 4 and 8 to our consolidated financial statements and “- Critical Accounting Policies - Goodwill and Other Identifiable Intangible Assets” in Item 7 “- Management’s Discussion and Analysis of Financial Condition and Results of Operations,” which are included in this Annual Report.
We may face liability for content contained in our data products and services.
We may be subject to claims for breach of contract, defamation, libel, copyright or trademark infringement, fraud or negligence or based on other theories of liability, in each case relating to the data, articles, commentary, ratings, information or other content we distribute in our financial data services. If such data or other content or information that we distribute has errors, is delayed or has design defects, we could be subject to liability or our reputation could suffer. We could also be subject to claims based upon the content that is accessible from our corporate website or those websites that we own and operate through links to other websites. Use of our products and services as part of the investment process creates the risk that clients, or the parties whose assets are managed by our clients, may pursue claims against us for significant amounts. Any such claim, even if the outcome were ultimately favorable to us, could involve a significant commitment of our management, personnel, financial and other resources. Such claims and lawsuits could have a material adverse effect on our business, financial condition and operating results and a negative impact on our reputation.
In addition, we license and redistribute data and content from various third parties and the terms of these licenses change frequently. Our third-party data and content suppliers may audit our use of and our clients’ use of and payment for data and content from time to time in the ordinary course of business, including audits currently underway. Such third-party data and content suppliers may assert that we or our clients owe additional amounts under the terms of the applicable license agreements, that we inappropriately distributed the third-party data or that we or our clients used the data or content in a manner that exceeded the scope of the applicable license agreement or without a license agreement. We have and expect to continue to spend and allocate resources to develop and acquire the use of technology and other intellectual property rights to manage these risks and track third-party data usage, but we cannot be assured that we will not incur liability. We may incur costs to investigate any allegations and may be required to pay damages to or make unexpected settlement payments to these data and content suppliers and these costs and payments could be material.

A failure to protect our intellectual property rights, or allegations that we have infringed the intellectual property rights of others, could adversely affect our business.
Our business is dependent on proprietary technology and other intellectual property that we own or license from third parties, including trademarks, service marks, trade names, trade secrets, copyrights and patents. We cannot assure you

that the steps that we have taken or will take in the future will prevent misappropriation of our proprietary technology or intellectual property. Additionally, we may be unable to detect the misappropriation or unauthorized use of our proprietary technology and intellectual property. Our failure to adequately protect our proprietary technology and intellectual property could harm our reputation and affect our ability to compete effectively. Further, we may need to resort to litigation to enforce our intellectual property rights, which may require significant financial and managerial resources. As a result, we may choose not to enforce our infringed intellectual property rights, depending on our strategic evaluation and judgment regarding the best use of our resources, the relative strength of our intellectual property portfolio and the recourse available to us.
In addition, our competitors, as well as other companies and individuals, may have obtained, and may be expected to obtain in the future, patent and intellectual property rights related to the types of products and services we offer or plan to offer. We cannot assure you that we are or will be aware of all patents and intellectual property rights that may pose a risk of infringement by our products and services. As a result, we may face allegations that we have infringed the intellectual property rights of third parties which may be costly for us to defend against. If one or more of our products or services is found to infringe patents and intellectual property rights held by others, we may be subject to lawsuits or required to stop developing or marketing the products or services, obtain licenses to develop and market the products or services from the holders of the patents and intellectual property or redesign the products or services in such a way as to avoid infringing the patents. We also could be required to pay damages if we were found to infringe patents held by others, which could materially adversely affect our business, financial condition and operating results. We cannot assess the extent to which we may be required in the future to obtain licenses with respect to patents held by others, whether such licenses would be available or, if available, whether we would be able to obtain such licenses on commercially reasonable terms. If we were unable to obtain such licenses, we may not be able to redesign our products or services at a reasonable cost to avoid infringement, which could materially adversely affect our business, financial condition and operating results.
Regulatory changes or court rulings may have an adverse impact on our ability to derive revenue from market data and connectivity fees.
Regulatory developments or court rulings in the U.S. could reduce the amount of revenue that we obtain from market data and connectivity fees. With respect to our U.S. equities and equity options exchanges, our ability to assess fees for market data products and certain connectivity fees are subject to review by the SEC. There continues to be opposing industry viewpoints and litigation as to the extent that our U.S. equities and equity options exchanges should be able to charge for market data and market access, and the manner in which we set such exchange fees could be reassessed. In October 2018, the SEC unanimously issued an opinion setting aside certain market data fees imposed by NYSE Arca, Inc. and Nasdaq Stock Market LLC which were challenged by the Securities Industry and Financial Markets Association, or SIFMA, finding that the exchanges had not met their statutory obligation to demonstrate that the fees were consistent with the Exchange Act (i.e., that these fees are fair and reasonable and not unreasonably discriminatory). Simultaneously the SEC remanded over 400 market data fee and other filings back to the exchanges and the national market system plans for consideration under the standards set out in the SIFMA order and an earlier order issued by the SEC relating to a separate litigation matter.
If new constraints are placed on our ability to charge for market data, it could have a negative impact on our revenues. We cannot predict whether, or in what form, any regulatory or other changes will take effect or their impact on our business. A determination by the SEC or a court, for example, that the SEC must link market data fees to marginal costs, take a more active role in the market data rate-setting process, or reduce the current levels of market data fees, could have an adverse effect on our market data revenues.
Separately, our European exchanges are currently authorized to sell trade information on a non-discriminatory basis at a reasonable cost. This regulatory position could be modified or interpreted by the European Commission or future European court decisions in a manner that could have an adverse effect on our European market data revenues.
We rely on third-party providers and other suppliers for a number of services that are important to our business. An interruption or cessation of an important service, data or content supplied by any third party, or the loss of an exclusive license, could have a material adverse effect on our business.
We depend on a number of suppliers, such as online service providers, hosting service and software providers, data processors, software and hardware vendors, banks, local and regional utility providers, and telecommunications companies for elements of our trading, clearing, data services and other systems. We rely on access to certain data used in our business through licenses with third parties, and we rely on a large international telecommunications company for

the provision of hosting services. We also depend on third-party suppliers for data and content, including data received from certain competitors, clients, various government and public record services and financial institutions, used in our products and services. Some of this data is exclusive to particular suppliers and may not be obtained from other suppliers. In addition, our data suppliers could enter into exclusive contracts with our competitors without our knowledge. The general trend toward industry consolidation may increase the risk that these services may not be available to us in the future. If these companies were to experience difficulties, discontinue providing services to us for any reason or be unable to or fail to provide the type of service agreed to for any reason, we would likely experience significant disruption to our business and may be subject to litigation by our clients or increased regulatory scrutiny or regulatory fines. Our third-party data suppliers perform audits on us from time to time in the ordinary course of business to determine if data we license for redistribution has been properly accounted for in accordance with the terms of the applicable license agreement. As a result of these audits, we may incur additional expenses.
Many of our clients also rely on third parties to provide them with systems necessary to access our trading platform. If these companies were to discontinue providing services to our clients for any reason, we may experience a loss of revenue associated with our clients’ inability to transact with our businesses. We hold exclusive licenses to list various index futures and contracts. In the future, litigation or regulatory action may limit the right of owners to grant exclusive licenses for index futures and contracts trading to a single exchange, and our competitors may succeed in providing economically similar products in a manner or jurisdiction not otherwise covered by our exclusive license. MiFID II introduced a harmonized approach to the licensing of services relating to commodity derivatives across Europe and the legislation requires open access to any benchmarks (a benchmark is an index or other measure used to determine the value of a financial instrument, for example, LIBOR or the S&P 500) used in Europe. If unlicensed trading of any index product where we hold an exclusive

license were permitted, we could lose trading volume for these products which would adversely affect our revenues associated with the license and the related index products.
We are subject to significant litigation and liability risks.
Many aspects of our business, and the businesses of our participants, involve substantial risks of liability. These risks include, among others, potential liability from disputes over terms of a trade and the claim that a system failure or delay caused monetary loss to a participant or that an unauthorized trade occurred. For example, dissatisfied market participants that have traded on our electronic platform or those on whose behalf such participants have traded may make claims regarding the quality of trade execution, or allege improperly confirmed or settled trades, abusive trading practices, security and confidentiality breaches, mismanagement or even fraud against us or our participants. In addition, because of the ease and speed with which sizable trades can be executed on our electronic platform, participants can lose substantial amounts by inadvertently entering trade orders or by entering them inaccurately. A large number of significant error trades could result in participant dissatisfaction and a decline in participant willingness to trade in our electronic markets.
In addition, we are subject to on-going legal disputes that could result in the payment of fines, penalties or damages and could expose us to additional liability in the future. For example, on December 19,in 2017, the U.S. Court of Appeals for the Second Circuit, or the Second Circuit, issued itsa decision in City of Providence v. BATS Global Markets et al. Two, a proposed class action case in which two of our subsidiaries, New York Stock Exchange LLC and NYSE Arca, Inc., are defendants in this case.defendants. In vacating the district court’s dismissal of this lawsuit and remanding for further proceedings, the Second Circuit concluded in part that the defendant securities exchanges are not immune from the claims in this case because absolute immunity is available to an SRO,SROs, like the New York Stock Exchange LLC and NYSE Arca, Inc., only when they carry out regulatory functions. Although our exchanges will continue to have other defenses available to them in securities litigation cases (including in this matter), limitations on the doctrine of absolute immunity could result in an increased exposure to litigation, and to increased liability and/or other legal expenses. Additionally, in Januaryearly 2019, twothree virtually identical proposed class action lawsuits were filed in the U.S. District Court for the Southern District of New York, asserting that various ICE entities, including ICE Benchmark Administration, engaged in an alleged conspiracy with the LIBOR panel banks to set the USD LIBOR benchmark at artificially low levels for the alleged purpose and effect of depressing payments by those banks to persons who engaged in interest rate transactions with the banks from February 2014 to the present. Subsequently, the plaintiffs re-filed these claims as a consolidated amended complaint, which ICE and the other defendants have moved to dismiss. While ICE intends to vigorously defend these matters, their outcome cannot be determined and adverse rulings could impact our financial condition and continued administration of the LIBOR benchmark.
Further, we could incur significant expenses defending claims, even those without merit, which could adversely affect our business, financial condition and operating results. An adverse resolution of any lawsuit or claim against us, including those we are involved with due to acquisition activity, may require us to pay substantial damages or impose restrictions on how we conduct business, either of which could adversely affect our business, financial condition and operating results. In addition, we may have to establish accruals for those matters in circumstances when a loss contingency is considered

probable and the related amount is reasonably estimable. Any such accruals may be adjusted as circumstances change. See Note 15 to our consolidated financial statements and related notes, which are included elsewhere in this Annual Report, for a summary of our legal proceedings and claims.
We may fail to complete or realize the anticipated cost savings, growth opportunities and synergies and other benefits anticipated from our acquisitions, which could adversely affect the value of our common stock.
We have completed many acquisitions and plan to continue to pursue acquisitions and joint ventures. The success of our acquisitions will depend, in part, on our ability to integrate these businesses into our existing operations and realize anticipated cost savings, revenue synergies and growth opportunities. We generally set aggressive timelines for realizing savings,which assumes we successfully undertake a variety of actions (including, but not limited to, integrating technology, eliminating redundancies and effecting organizational restructurings) that are themselves subject to a variety of risks and may be subject to regulatory approvals that we do not control. The process of integrating acquired companies is time consuming and could disrupt each company’s ongoing businesses, produce unforeseen regulatory and operating difficulties (including inconsistencies in standards, controls, procedures and policies that adversely affect relationships with market participants, regulators and others), require substantial resources and expenditures and divert the attention of management from the ongoing operation of the business.
There is a risk, however, that we may not integrate these acquired companies in a manner that permits our expected cost savings and revenue synergies to be fully realized in the time periods expected, or at all. In addition, a variety of factors,

including but not limited to regulatory conditions, governmental competition approvals, currency fluctuations and difficulty integrating technology platforms, may adversely affect our ability to complete our acquisitions or realize our anticipated cost savings and synergies.
We may also not realize anticipated growth opportunities and other benefits from strategic investments or strategic joint ventures or alliances that we have entered into or may enter into for a number of reasons, including regulatory or government approvals or changes, global market changes, contractual obligations, competing products and, in some instances, our lack of or limited control over the management of the business. Further, strategic initiatives that have historically been successful may not continue to be successful due to competitive threats, changing market conditions or the inability for the parties to extend the relationship into the future.
As a result of any future acquisition, we may issue additional shares of our common stock that dilute our stockholders’ ownership interest, expend cash, incur debt, assume actual and contingent liabilities, inherit existing or pending litigation or create additional expenses related to amortizing intangible assets. Further, we cannot assure you that any such financing or equity investments will be available with terms that will be favorable to us, or available at all.
We may be at greater risk from terrorism than other companies.
Given our prominence in the global securities industry and the location of many of our properties and personnel in U.S. and European financial centers, including lower Manhattan, we may be more likely than other companies to be a direct target of, or an indirect casualty of, attacks by terrorists or terrorist organizations, or other extremist organizations that employ threatening or harassing means to achieve their social or political objectives.
It is impossible to predict the likelihood or impact of any terrorist attack on the securities industry generally or on our business. In the event of an attack or a threat of an attack, our security measures and contingency plans may be inadequate to prevent significant disruptions in our business, technology or access to the infrastructure necessary to maintain our business. Damage to our facilities due to terrorist attacks may be significantly in excess of insurance coverage, and we may not be able to insure against some damage at a reasonable price or at all. The threat of terrorist attacks may also negatively affect our ability to attract and retain employees. In addition, terrorist attacks may cause instability or decreased trading in the securities markets, including trading on exchanges. Any of these events could adversely affect our business, financial condition and operating results.
Damage to our reputation could damage our business.
Our business is highly competitive and our customers typically have options on where to conduct their business. Our management team and business operations benefit from being highly regarded in our industry. Maintaining our reputation is critical to attracting and retaining customers and investors and for maintaining our relationships with our regulators. Negative publicity regarding our company or actual, alleged or perceived issues regarding our products or services, operations, risk management, compliance with regulations or management team could give rise to reputational risk which could significantly harm our existing business and business prospects.
Owning and operating voice broker and electronic fixed income brokerage businesses exposes us to additional risk, and these businesses are largely dependent on general market conditions.
Our voice broker business provides brokerage services to clients in the form of agency transactions in commodity products. In agency transactions, customers pay transaction fees for trade execution services in which we connect buyers and sellers who settle their transactions directly. In connection with our fixed income business, our broker-dealers operate in both an agency and in a matched principal capacity (also known as “risk-less principal”). When trading as matched principal, we agree to buy instruments from one customer and sell them to another customer. The amount of the fee generally depends on the spread between the buy and sell price of the security that is brokered on our platforms. With respect to matched principal transactions, a counterparty to a matched principal transaction may fail to fulfill its obligations, or we may face liability for an unmatched trade. We also face the risk of not being able to collect transaction or subscription- based fees for brokerage and related services that we provide to our customers.
Our success largely depends on key personnel, including our senior management.management, and having adequate succession plans in place. Because competition for our key employees is intense, we may not be able to attract, retain and develop the highly skilled employees we need to support our business. The loss of senior management or other key personnel could harm our business.

Our future performance depends, in large part, on the continued services of our senior management and other key personnel, including our ability to attract, retain and motivate key personnel. Competition for key personnel in the various localities and business segments in which we operate is intense. Our ability to attract and retain key personnel, in particular senior management, will be dependent on a number of factors, including prevailing market conditions and compensation packages offered by companies competing for the same talent. There is no guarantee that we will have the continued service of key employees who we rely upon to execute our business strategy and identify and pursue strategic opportunities and initiatives. The loss of the services of any of our senior management or other key personnel, or our inability to attract highly qualified senior management and other key personnel, could harm our business. In particular, we may have to incur costs to replace senior officers or other key employees who leave, and our ability to execute our business strategy could be impaired if we are unable to replace such persons in a timely manner.

Effective succession planning is also important to our long-term success. Failure to ensure effective transfer of knowledge and smooth transitions involving key employees could hinder our strategic planning and execution. Further, changes in our management team may be disruptive to our business, and any failure to successfully integrate key new hires or promoted employees could adversely affect our business and results of operations.
We are a holding company and depend on our subsidiaries for dividends, distributions and other payments.
We are a legal entity separate and distinct from our operating subsidiaries. Our principal source of cash flow, including cash flow to pay dividends to our stockholders, principal and interest on our outstanding debt or repurchase shares of our common stock, is dividends from our subsidiaries. There are statutory and regulatory limitations on the payment of dividends by certain of our subsidiaries to us. If our subsidiaries are unable to make dividend payments to us and sufficient cash or liquidity is not otherwise available, we may not be able to make dividend payments to our stockholders, principal and interest payments on our outstanding debt or repurchase shares of our common stock, which could have a material adverse effect on our business, financial condition and operating results.
Provisions of our organizational documents and Delaware law may delay or deter a change of control of ICE.
Our organizational documents contain provisions that may have the effect of discouraging, delaying or preventing a change of control of, or unsolicited acquisition proposals for, ICE. These provisions make a change of control less likely, which may be contrary to the desires of certain of our stockholders. Many of these provisions are required by relevant regulators in connection with our ownership and operation of U.S. and European equity exchanges. For example, our organizational documents include provisions that generally restrict any person (either alone or together with its related persons) from (i) voting or causing the voting of shares of stock representing more than 10% of our outstanding voting capital stock (including as a result of any agreement by any other persons not to vote shares of stock) or (ii) beneficially owning shares of stock representing more than 20% of the outstanding shares of any class or series of our capital stock. Further, our organizational documents generally limit the ability of stockholders to call special stockholders’ meetings or act by written consent, and generally authorize our Board of Directors, without stockholder approval, to issue and fix the rights and preferences of one or more series of preferred stock. In addition, provisions of Delaware law may have a similar effect, such as provisions limiting the ability of certain interested stockholders, as defined under Delaware law, from causing the merger or acquisition of a corporation against the wishes of the Board of Directors.

RISKS TO OUR BUSINESS RELATED TO OUR INVESTMENT IN AND OPERATION OF BAKKT
We may not realize the expected benefits of our majority investment in Bakkt and the investment may introduce additional risks to our business due to its newly developed and evolving business model.
On August 3, 2018, we formed a new company, Bakkt, LLC, along with a group of organizations. We have a majority ownership interest in Bakkt.Bakkt Holdings, LLC and by extension, its subsidiaries (collectively, “Bakkt”). Bakkt intends to create an integrated platform that enables consumers and institutions to transact in digital assets, which include cryptocurrencies and other assets, such as loyalty and rewards points. In 2019, Bakkt launched a custodial solution for Bitcoin futures traded on ICE Futures U.S. and other related trading products based on those futures. In the future, Bakkt plans to include regulated trading, clearinglaunch additional products and custodial solutions forservices, including a consumer platform that will enable consumers to buy, sell, store, and spend digital assets. Due to our majority ownership interest in Bakkt, we have increased financial and reputational risks if there is a failure to launch one or more products, or if the launch of thisa new businessproduct is unsuccessful. Also, there can be no assurance that we will receive the necessary regulatory approvals andor support from customers to launch Bakktproducts as planned, or that Bakkt will operate as anticipated, or that we will realize the expected return on our investment. We regularly evaluate our existing operations, service capacity and business efficiencies and, as a result of

such evaluations, we may undertake strategic initiatives outside of and within our businesses. As a result, it may take longer than expected for us to realize the expected returns from this investment or such returns may ultimately be less than anticipated. Furthermore, our investment in Bakkt entails numerous risks, including risks relating to Bakkt’s ability to:
manage the complexity of its business model to stay current with the industry;
successfully enter categories and markets in which it may have limited or no prior experience;
apply distributed ledger technology to a global ecosystem for digital assets;
successfully develop and integrate Bakkt products, systems or personnel into its business operations; and
establish themaintain trading volume in Bakkt's Bitcoin futures contract, or any subsequent products released by Bakkt.
As digital assets and blockchain technologies become more widely available, Bakkt expects the services and products associated with them to continue to develop and evolve. As a result, from time to time,evolve, Bakkt may add, modify or discontinue certain aspects of its business model relating to the product mix and service offerings. Future additions and modifications to Bakkt’s business will increase the complexity of its business and place significant strain on our and Bakkt’s management, personnel, operations, systems, technical performance, financial resources and internal financial control and reporting functions. We cannot offer any assurance that these or any other additions or modifications will be successful or will not result in harm to Bakkt’s or our business.

Distributed ledger technology is relatively new, and we believe that the application of distributed ledger technology to a global ecosystem for digital assets is novel to the proposed Bakkt systems and, accordingly, we have limited experience applying distributed ledger technology to a global ecosystem for digital assets. The creation and operation of an exchange for the transfer of digital assets utilizing a distributed ledger to enable consumers and institutions to confirm that the blockchain underlying these digital assets has not been altered is subject to potential technical, legal and regulatory constraints. Any problems that Bakkt encounters with the operation of the Bakkt systems, including technical, legal and regulatory problems, could have a material adverse effect on its business and plan of operations.
Hiring qualified and experienced personnel in this specialized technology space is difficult due to the high level of competition and scarcity of experience. Bakkt may have difficulty finding, hiring and integrating qualified employees. This could put a strain on existing ICE employees and delay the work that these employees are performing for ICE and ICE’s subsidiaries. In addition, any potential issues or major decisions involving Bakkt may divert the attention of management and resources from matters that are core or critical to ICE’s business.
We anticipate that, at the time of its launch,At present, Bakkt will beis heavily dependent solely on trading volume from one product offering, Bakkt's Bitcoin futures contract, for its clearing and transaction fee revenues and profits. Failure to establish the trading volume in Bakkt's Bitcoin futures contract, or any subsequent products released by Bakkt, would negatively impact Bakkt's business, financial condition and operating results and, consequently, our majority ownership interest in Bakkt.
Digital currency custodial solutions and related technology, including Bakkt’s systems and custodial arrangements, are subject to risks related to a loss of funds due to theft of cryptocurrencies, employee or vendor sabotage, security and cybersecurity risks, system failures and other operational issues and a lack of sufficient insurance, which could cause damage to our reputation and brand and Bakkt’s reputation and brand.
Bakkt's systems and custodial solutions involve the processing, storage and transmission of cryptocurrencies and data. While Bakkt will contractually limit the amount of exposure it will have in the event that the cryptocurrencies are stolen or misappropriated, we cannot guarantee that these limits will protect us from additional liability and other damage. The theft or misappropriation of cryptocurrencies held in custody by Bakkt would likely result in financial loss, reputational damage, potential lack of trust from our customers in other business lines, negative press coverage and diversion of management’s time and focus. The secure storage and transmission of cryptocurrencies and data over networks will be a critical element of Bakkt’s operations. Despite the defensive measures Bakkt may take, these threats may come from external factors such as governments, organized crime, hackers and other third parties such as outsourced or infrastructure-support providers and application developers, or may originate internally from an employee or service provider to whom Bakkt has granted access to its systems.
Cryptocurrency transactions are irrevocable, and stolen or incorrectly transferred cryptocurrencies may be irretrievable. Once a transaction has been verified and recorded in a block that is added to the blockchain, an incorrect transfer of a cryptocurrency generally will not be reversible, and Bakkt may not be capable of seeking compensation for any such transfer or theft. It is possible that, through computer or human error, or through theft or criminal action, the cryptocurrency could be transferred in incorrect amounts or to unauthorized third parties, or to uncontrolled accounts. Such events would

have a material adverse effect on the ability of Bakkt to continue as a going concern, which would have a material adverse effect on our majority ownership interest in Bakkt.
Although the cryptocurrencies heldWhile Bakkt maintains insurance policies, they may not be adequate to reimburse us for losses caused by Bakkt are insured,security breaches, and Bakkt may lose cryptocurrencies valued in excess of the insurance policy without any recourse. Unlike bank accounts or accounts at some other financial institutions, in the event of loss or loss of utility value, there is no public insurer, such as the Securities Investor Protection Corporation or the FDIC, to offer recourse to Bakkt or to any investor and the misappropriated cryptocurrencies cannot easily be traced to the bad actor.

Further, when cryptocurrency custodial solutions or transfer venues (whether involving Bakkt systems or others) experience system failures or other operational issues, such events could result in a reduction in cryptocurrency prices or confidence and impact the success of Bakkt and have a material adverse effect on the ability of Bakkt to continue as a going concern.
As Bakkt expands into its consumer business, its business will involve the collection, storage, processing, and transmission of customers’ personal data, including financial information. An increasing number of organizations, including large merchants, businesses, technology companies, and financial institutions, as well as government institutions, have disclosed breaches of their information security systems, some of which have involved sophisticated and highly targeted attacks, including on their websites, mobile applications, and infrastructure.
The techniques used to obtain unauthorized, improper, or illegal access to Bakkt’s systems, its data or customers’ data, disable or degrade service, or sabotage systems are constantly evolving and have become increasingly complex and sophisticated, may be difficult to detect quickly, and may only be recognized or detected after they have been launched against a target. Due to the nature of the Bakkt business and industry, unauthorized parties have attempted, and we expect they will continue to attempt, to gain access to Bakkt’s systems or facilities through various means, including hacking into Bakkt’s systems or facilities or those of its customers, partners, or vendors, or attempting to fraudulently induce (for example, through spear phishing attacks) its employees, customers, partners, vendors, or other users into disclosing user names, passwords, payment information, or other sensitive information, which may in turn be used to access our systems. Certain efforts may be state-sponsored and supported by significant financial and technological resources, making them even more sophisticated and difficult to defend against and detect. Numerous and evolving cybersecurity threats, including advanced and persistent cyber-attacks, phishing and social engineering schemes, could compromise the confidentiality, availability, and integrity of the data in our systems. We believe that Bakkt is a particularly attractive target for such attacks due to its industry, name, and brand recognition. Although we have developed systems and processes designed to protect our data, customer data, systems, personnel, and facilities from data loss and other security breaches, and expect to continue to expend significant resources to bolster these protections, there can be no assurance that these security measures will be sufficient.
Bakkt’s information technology and infrastructure may be vulnerable to cyber-attacks or security breaches, and unauthorized third parties may be able to access its customers’ personal or confidential information and other sensitive data that are stored on or accessible through those systems. We may experience breaches of our security measures due to human error, malfeasance, system errors or vulnerabilities in either Bakkt systems or authorized third-party systems that Bakkt relies on. Cybersecurity threats to, and incidents involving, third parties who support our activities - particularly those with less-sophisticated defenses - could impact us despite the efforts we make to ensure their cyber resiliency.
Bakkt expects to expend significant additional resources to protect against security or privacy breaches, and may be required to redress problems caused by breaches. Financial services regulators in various jurisdictions, including the U.S., have implemented authentication requirements for banks and payment processors intended to reduce online fraud, which could impose significant costs, require us to change our business practices, make it more difficult for new customers to join Bakkt, or reduce the ease of use of our products, any of which could harm our business.
Regulatory changes or actions may alter the nature of our majority ownership interest in Bakkt or restrict the use of cryptocurrencies in a manner that adversely affects Bakkt’s business, prospects or operations and, consequently, our majority ownership interest in Bakkt.
As cryptocurrencies have grown in both popularity and market size, governments around the world have reacted differently to cryptocurrencies, with certain governments deeming them illegal and others allowing their use and trade. Ongoing and future regulatory actions may impact the ability of Bakkt to continue to operate, and such actions could affect the ability

of Bakkt to continue as a going concern, which would have a material adverse effect on the business, prospects or operations of Bakkt and, consequently, our majority ownership interest in Bakkt.

The CFTC has designated bitcoin as a commodity, and as such, exchange-traded derivatives involving bitcoin are subject to the CFTC's jurisdiction and enforcement powers. Although the CFTC has suggested it is not particularly focused on pursuing such enforcement at this time, and in fact there may be some limits on its ability to do so without a specific connection to commodities derivatives markets, in the event that the CFTC does pursue such enforcement and ultimately shuts down an exchange on which Bakkt’s Bitcoin futures contract is traded, it may have a significant adverse impact on Bakkt's business and plan of operations and, consequently, our majority ownership interest in Bakkt.
Governments may in the future curtail or outlaw the acquisition, use or redemption of cryptocurrencies. Ownership of, holding or trading in cryptocurrencies may then be considered illegal and subject to sanction. Governments may also take regulatory action that may increase the cost and/or subject cryptocurrency companies to additional regulation.
In addition, as Bakkt expands its business to new products and services, it will come under the jurisdiction of additional regulators - both with respect to jurisdiction (inside and outside the U.S.) and subject matter (payments, consumer protection, and other areas). Any failure or perceived failure to comply with existing or new laws, regulations, or orders of any governmental authority (including changes to or expansion of the interpretation of those laws, regulations, or orders), including those discussed in this risk factor, may subject Bakkt to significant fines, penalties, criminal and civil lawsuits, forfeiture of significant assets, and enforcement, result in additional compliance and licensure requirements, increase regulatory scrutiny of its business, restrict Bakkt’s operations, and force Bakkt to change its business practices, make product or operational changes, or delay planned product launches or improvements. Bakkt has implemented policies and procedures designed to help ensure compliance with applicable laws and regulations, but there can be no assurance that its employees, contractors, or agents will not violate such laws and regulations.
The characteristics of digital currency have been, and may in the future continue to be, exploited to facilitate illegal activity such as fraud, money laundering, tax evasion and ransomware scams; if any of our customers do so or are alleged to have done so, it could adversely affect us.
Digital currencies and the digital currency industry are relatively new and, in many cases, lightly regulated or largely unregulated. Some types of digital currency have characteristics, such as the speed with which digital currency transactions can be conducted, the ability to conduct transactions without the involvement of regulated intermediaries, the ability to engage in transactions across multiple jurisdictions, the irreversible nature of certain digital currency transactions and encryption technology that anonymizes these transactions, that make digital currency particularly susceptible to use in illegal activity such as fraud, money laundering, tax evasion and ransomware scams.
While we believe that Bakkt’s risk management and compliance framework is reasonably designed to detect any such illicit activities, we cannot ensure that we will be able to detect any such illegal activity in all instances. Because the speed, irreversibility and anonymity of certain digital currency transactions make them more difficult to track, fraudulent transactions may be more likely to occur. Bakkt may be specifically targeted by individuals seeking to conduct fraudulent transfers, and it may be difficult or impossible for us to detect and avoid such transactions in certain circumstances.
Bakkt is subject to anti-money laundering and counter terrorist financing laws and regulations globally, including the USA PATRIOT Act, as well as economic and trade sanctions programs, including those imposed and administered by the U.S. Department of the Treasury’s Office of Foreign Assets Control, or OFAC. Under OFAC’s economic sanctions program, Bakkt is prohibited from financial transactions and other dealings with certain countries and geographies (currently, Crimea, Cuba, Iran, North Korea and Syria) and with persons and entities included in OFAC sanctions lists, including its list of Specially Designated Nationals and Blocked Persons. Currently, Iran, Sudan and Syria have been identified by the U.S. State Department as terrorist-sponsoring states. Bakkt is also subject to anti-corruption laws and regulations globally, including the U.S. Foreign Corrupt Practices Act and the U.K. Bribery Act. Bakkt has implemented policies and procedures designed to help ensure compliance with these laws and regulations, but there can be no assurance that its employees or agents will not violate such laws and regulations. A failure by Bakkt or its employees or agents to comply with such laws and regulations and subsequent judgment or settlement against Bakkt under these laws could subject Bakkt to monetary penalties, damages, and/or have a significant reputational impact.
ITEM 1 (B). UNRESOLVED STAFF COMMENTS
None.

ITEM 2.     PROPERTIES
The net book value of our property was $1.2$1.5 billion as of December 31, 2018.2019. Our intellectual property is described under the heading in Item 1 “- Business -Technology” and "-Business-Intellectual Property." In addition to our intellectual property, our other primary assets include buildings, computer equipment, corporate aircraft, software, and internally developed software. We own an array of computers and related equipment.
Our headquarters and principal executive offices are located in Atlanta, Georgia and New York, New York. We currently occupy 273,000 square feet of office space in Atlanta in a building that we own that serves as our Atlanta headquarters. Our New York headquarters are located at 11 Wall Street, where we occupy 370,000 square feet of office space in a building we own. In total, we maintain approximately 2.72.6 million square feet in offices primarily throughout the U.S., U.K., EU, Asia, Israel and Canada. Generally, our properties are not earmarked for use by a particular business segment. Our principal offices consist of the properties described below.
Location Owned/Leased Lease Expiration Approximate Size 
5660 New Northside Drive
Atlanta, Georgia
  Owned  N/A  273,000 sq. ft. 
11 Wall Street
New York, New York
  Owned  N/A  370,000 sq. ft.
  
Basildon, U.K.  Owned  N/A  539,000 sq. ft. 
Mahwah, New Jersey  Leased  20282029  396,000 sq. ft. 
60 Codman Hill Road Boxborough, MassachusettsLeased2019100,000 sq. ft.
55 East 52nd52nd Street
New York, New York
  Leased  2028  93,00094,000 sq. ft.
  
Skyview Tower Hyderabad, IndiaLeased202484,000 sq. ft.
32 Crosby Drive Bedford, Massachusetts  Leased  2026  82,000 sq. ft. 
Milton Gate London, U.K.  Leased  2024  70,00072,000 sq. ft. 
Fitzroy House London, U.K.  Leased  2025  68,000 sq. ft. 
100 Church Street New York, New York  Leased  2024  65,000 sq. ft. 
132 Menachem Begin Rd Tel Aviv, Israel  Leased  2022  65,00057,000 sq. ft. 
353 North Clark Street Chicago, Illinois  Leased  2027  57,000 sq. ft. 

In addition to the above, we currently lease an aggregate of 520,000nearly 460,000 square feet of administrative, sales and disaster preparedness facilities in various cities around the word. We believe that our facilities are adequate for our current operations and that we will be able to obtain additional space as and when it is needed.


ITEM 3. LEGAL PROCEEDINGS
We are subject to legal proceedings, claims and investigations that arise in the ordinary course of our business. We establish accruals for those matters in circumstances when a loss contingency is considered probable and the related amount is reasonably estimable. Any such accruals may be adjusted as circumstances change. Assessments of losses are inherently subjective and involve unpredictable factors. We do not believe that the resolution of these legal matters, including the matters described in this Annual Report, will have a material adverse effect on our consolidated financial condition, results of operations, or liquidity. It is possible, however, that future results of operations for any particular quarterly or annual period could be materially and adversely affected by any developments relating to the legal proceedings, claims and investigations. See Note 15 to the consolidated financial statements in Part II, Item 8 of this Annual Report for a summary of our legal proceedings and claims.

ITEM 4.    MINE SAFETY DISCLOSURES
Not applicable.

PART II
ITEM 5.    MARKET FOR REGISTRANT’S COMMON EQUITY, RELATED STOCKHOLDER MATTERS AND ISSUER PURCHASES OF EQUITY SECURITIES
Approximate Number of Holders of Common Stock
As of February 4, 2019,3, 2020, there were approximately 512494 holders of record of our common stock. Our common stock trades on the New York Stock Exchange under the ticker symbol “ICE.”
Dividends
Our Board of Directors has adopted a quarterly dividend declaration policy providing that the declaration of any dividends will be determined quarterly by the Board or audit committeeAudit Committee of the Board of Directors taking into account such factors as our evolving business model, prevailing business conditions and our financial results and capital requirements, without a predetermined annual net income payout ratio. The declaration of dividends is subject to the discretion of our Board of Directors, and may be affected by various factors, including our future earnings, financial condition, capital requirements, share repurchase activity, current and future planned strategic growth initiatives, levels of indebtedness, credit ratings and other considerations our Board of Directors deem relevant.


Equity Compensation Plan Information
The following provides information about our common stock that has been or may be issued under our equity compensation plans as of December 31, 2018:2019:


Intercontinental Exchange, Inc. 2018 Employee Stock Purchase Plan
Intercontinental Exchange, Inc. 2017 Omnibus Employee Incentive Plan
Intercontinental Exchange, Inc. 2013 Omnibus Employee Incentive Plan
Intercontinental Exchange, Inc. 2013 Omnibus Non-Employee Director Incentive Plan
Intercontinental Exchange, Inc. 2009 Omnibus Incentive Plan
Intercontinental Exchange, Inc. 2003 Restricted Stock Deferral Plan for Outside Directors
Intercontinental Exchange, Inc. 2000 Stock Option Plan
NYSE Omnibus Incentive Plan As Amended and Restated
The 2000 Stock Option Plan was retired in May 2009, upon adoption of the 2009 Omnibus Incentive Plan which was retired in May 2013 upon adoption of the 2013 Omnibus Employee Incentive Plan. The 2013 Omnibus Employee Incentive Plan was retired in May 2017 upon adoption of the 2017 Omnibus Employee Incentive Plan. No future grants will be made from the retired plans. No future grants will be made to legacy NYSE employees under the NYSE Omnibus Incentive Plan. All future grants to employees will be made under the Intercontinental Exchange, Inc. 2017 Omnibus Employee Incentive Plan

and to directors under the Intercontinental Exchange, Inc. 2013 Omnibus Non-Employee Director Incentive Plan. All purchases made pursuant to the Employee Stock Purchase Plan are made from the 2018 Employee Stock Purchase Plan.
Plan CategoryNumber of securities to be issued upon exercise of outstanding options and rights (in thousands)
(a)
 Weighted average exercise price of outstanding options
(b)
 Number of securities
available for future
issuance under equity
compensation plans
(excluding securities
reflected in column (a)) (in thousands)
(c)
Number of securities to be issued upon exercise of outstanding options and rights (in thousands)
(a)
 Weighted average exercise price of outstanding options
(b)
 Number of securities
available for future
issuance under equity
compensation plans
(excluding securities
reflected in column (a)) (in thousands)
(c)
Equity compensation plans approved by security holders(1)
8,867
(1)$46.44
(1)36,619
8,078
(1)$51.87
(1)34,184
Equity compensation plans not approved by security holders(2)
89
(2)
(2)
89
(2)
(2)
TOTAL8,956
 $46.44
 36,619
8,167
 $51.87
 34,184

(1)The 2000 Stock Option Plan was approved by our stockholders in June 2000. The 2009 Omnibus Incentive Plan was approved by our stockholders in May 2009. The 2013 Omnibus Employee Incentive Plan and the 2013 Omnibus Non-Employee Director Incentive Plan were approved by our stockholders in May 2013. The stockholders of NYSE approved the NYSE Amended and Restated Omnibus Incentive Plan in April 2013. The 2017 Omnibus Employee Incentive Plan was approved by our stockholders in May 2017. Of the 8.98.1 million securities to be issued upon exercise, 3.63.5 million are options with a weighted average exercise price of $46.44$51.87 and the remaining 5.34.6 million securities are restricted stock shares that do not have an exercise price. The 2018 Employee Stock Purchase Plan was approved by stockholders in May 2018.
(2)This category includes the 2003 Restricted Stock Deferral Plan for Outside Directors. All of the 89,000 securities to be issued are restricted stock shares that do not have an exercise price. For more information concerning these plans, see Note 11 to our consolidated financial statements, which are included in this Annual Report.

Stock Repurchases
The table below sets forth the information with respect to purchases made by or on behalf of ICE or any “affiliated purchaser” (as defined in Rule 10b-18(a)(3) under the Exchange Act) of our common stock during the three months ended December 31, 2018. 2019.
Period
(2019)
 
Total number of shares purchased
(in thousands)
Average price
paid per share
Total number of shares purchased as part of publicly announced plans or programs
(in thousands)
Approximate dollar
value of shares that
may yet be
purchased under the
plans or programs
(in millions)
October 1 - October 311,305$93.1715,076$758
November 1 - November 301,149$92.6416,225$652
December 1 - December 311,207$92.7317,432$540
Total3,661$92.8617,432$540
Period
(2018)
 
Total number of shares purchased
(in thousands)
Average price
paid per share
Total number of shares purchased as part of publicly announced plans or programs
(in thousands)
Approximate dollar
value of shares that
may yet be
purchased under the
plans or programs
(in millions)
October 1 - October 311,522$74.3715,916$28
November 1 - November 30341$77.7716,257$2
December 1 - December 31N/A16,257$2
Total1,863$74.9916,257$2

In September 2018, our Board of Directors approved an aggregate of $2.0 billion for future repurchases of our common stock with no fixed expiration date that became effective on January 1, 2019. Refer to Note 12 to our consolidated financial statements, included in this Annual Report, for additional details on our stock repurchase plans.
ITEM 6.     SELECTED FINANCIAL DATA


The following tables present our selected consolidated financial data as of and for the dates and periods indicated. We derived the financial data set forth below for the years ended December 31,2019, 2018 2017 and 20162017 and as of December 31, 20182019 and 20172018 from our audited consolidated financial statements, which are included in this Annual Report. We derived the financial data for 20152016 and 20142015 and as of December 31, 2017, 2016 2015 and 20142015 from our audited consolidated financial statements, which are not included in this Annual Report. The selected consolidated financial data presented below is not indicative of our future results for any period. It should be read in conjunction with our consolidated financial statements and related notes and Item 7, “- Management’s Discussion and Analysis of Financial Condition and Results of Operations” included in this Annual Report.
 Year Ended December 31,
2019 2018 2017 2016 2015
(In millions, except for per share data)
Consolidated Statement of Income Data: 
         
Revenues:         
Transaction and clearing, net(1)   
$3,627
 $3,483
 $3,131
 $3,384
 $3,228
Data services2,211
 2,115
 2,084
 1,978
 871
Listings449
 444
 426
 432
 405
Other revenues260
 234
 202
 177
 178
Total revenues6,547
 6,276
 5,843
 5,971
 4,682
Transaction-based expenses(1)
1,345
 1,297
 1,205
 1,459
 1,344
Total revenues, less transaction-based expenses5,202
 4,979
 4,638
 4,512
 3,338
Operating expenses:         
Compensation and benefits1,042
 994
 946
 953
 611
Professional services125
 131
 121
 137
 139
Acquisition-related transaction and integration costs(2)
2
 34
 36
 80
 88
Technology and communication469
 432
 397
 374
 203
Rent and occupancy68
 68
 69
 70
 57
Selling, general and administrative161
 151
 155
 116
 116
Depreciation and amortization662
 586
 535
 610
 374
Total operating expenses2,529
 2,396
 2,259
 2,340
 1,588
Operating income2,673
 2,583
 2,379
 2,172
 1,750
Other income (expense), net(3)
(192) (63) 147
 (129) (97)

 Year Ended December 31,
2018 2017 2016 2015 2014
(In millions, except for per share data)
Consolidated Statement of Income Data(1)
         
Revenues:         
Transaction and clearing, net(2)   
$3,483
 $3,131
 $3,384
 $3,228
 $3,144
Data services2,115
 2,084
 1,978
 871
 691
Listings444
 426
 432
 405
 367
Other revenues234
 202
 177
 178
 150
Total revenues6,276
 5,843
 5,971
 4,682
 4,352
Transaction-based expenses(2)
1,297
 1,205
 1,459
 1,344
 1,260
Total revenues, less transaction-based expenses4,979
 4,638
 4,512
 3,338
 3,092
Operating expenses:         
Compensation and benefits994
 946
 953
 611
 592
Professional services131
 121
 137
 139
 181
Acquisition-related transaction and integration costs(3)
34
 36
 80
 88
 129
Technology and communication432
 397
 374
 203
 188
Rent and occupancy68
 69
 70
 57
 78
Selling, general and administrative151
 155
 116
 116
 143
Depreciation and amortization586
 535
 610
 374
 333
Total operating expenses2,396
 2,259
 2,340
 1,588
 1,644
Operating income2,583
 2,379
 2,172
 1,750
 1,448
Other income (expense), net(4)
(63) 147
 (129) (97) (41)
Income from continuing operations before income tax expense (benefit)2,520
 2,526
 2,043
 1,653
 1,407
Income tax expense (benefit)(5)
500
 (28) 586
 358
 402
Income from continuing operations2,020
 2,554
 1,457
 1,295
 1,005
Income (loss) from discontinued operations, net of tax(6)

 
 
 
 11
Net income$2,020
 $2,554
 $1,457
 $1,295
 $1,016
Net income attributable to non-controlling interest(32) (28) (27) (21) (35)
Net income attributable to ICE(7)
$1,988
 $2,526
 $1,430
 $1,274
 $981
Basic earnings (loss) per share attributable to ICE common stockholders:         
Continuing operations$3.46
 $4.29
 $2.40
 $2.29
 $1.70
Discontinued operations(6)

 
 
 
 0.02
Basic earnings per share$3.46
 $4.29
 $2.40
 $2.29
 $1.72
Basic weighted average common shares outstanding(7)
575
 589
 595
 556
 570
Diluted earnings (loss) per share attributable to ICE common stockholders:         
Continuing operations$3.43
 $4.25
 $2.39
 $2.28
 $1.69
Discontinued operations(6)

 
 
 
 0.02
Diluted earnings per share$3.43
 $4.25
 $2.39
 $2.28
 $1.71
Diluted weighted average common shares outstanding(7)
579
 594
 599
 559
 573
Dividend per share$0.96
 $0.80
 $0.68
 $0.58
 $0.52
 Year Ended December 31,
2019 2018 2017 2016 2015
(In millions, except for per share data)
Income before income tax expense (benefit)2,481
 2,520
 2,526
 2,043
 1,653
Income tax expense (benefit)(4)
521
 500
 (28) 586
 358
Net income$1,960
 $2,020
 $2,554
 $1,457
 $1,295
Net income attributable to non-controlling interest(27) (32) (28) (27) (21)
Net income attributable to ICE$1,933
 $1,988
 $2,526
 $1,430
 $1,274
Basic earnings per share attributable to ICE common stockholders:         
Basic earnings per share$3.44
 $3.46
 $4.29
 $2.40
 $2.29
Basic weighted average common shares outstanding(5)
561
 575
 589
 595
 556
Diluted earnings per share attributable to ICE common stockholders:         
Diluted earnings per share$3.42
 $3.43
 $4.25
 $2.39
 $2.28
Diluted weighted average common shares outstanding(5)
565
 579
 594
 599
 559
Dividend per share$1.10
 $0.96
 $0.80
 $0.68
 $0.58

(1)We acquired several companies during the periods presented and have included the financial results of these companies effective from the respective acquisition dates. Refer to Note 3 to our consolidated financial statements, included in this Annual Report, for more information on these acquisitions.
(2)Our transaction and clearing fees are presented net of rebates paid to our customers. We also report transaction-based expenses relating to Section 31 fees and payments made for routing services and to certain U.S. equities liquidity providers. For a discussion of these rebates, see Item 7 “- Management’s Discussion and Analysis of Financial Condition and Results of Operations - Segment Reporting - Trading and Clearing Segment” included in this Annual Report.

Financial Condition and Results of Operations - Segment Reporting - Trading and Clearing Segment” included in this Annual Report.
(3)(2)Acquisition-related transaction and integration costs include fees for investment banking advisors, lawyers, accountants, tax advisors and public relations firms, deal-related bonuses to certain of our employees, as well as costs associated with credit facilities and other external costs directly related to acquisitions and other strategic opportunities. We incurred integration costs during 2018, 2017, 2016 and 2015 relating to our Interactive Data acquisition and during 2016 2015 and 20142015 relating to our NYSE acquisition, primarily related to employee termination costs, lease terminations costs, costs incurred relating to the IPO of Euronext, transaction-related bonuses and professional services costs incurred relating to the integrations.
(4)(3)Other income (expense), net during 2019 includes a $16 million impairment on promissory notes, interest expense of $285 million and interest income of $35 million. Other income (expense), net during 2018 includes a $110 million gain on our initial investment value in MERS recorded on October 3, 2018, the date we completed our acquisition, interest expense of $244 million and interest income of $22 million. Other income (expense), net during 2017 includes a $167 million realized net investment gain in connection with our sale of Cetip and a $110 million net gain on our divestiture of Trayport, interest expense of $187 million and interest income of $8 million. Refer to Notes 3 and 4 to our consolidated financial statements and related notes, which are included in this Annual Report, for more information.
(5)(4)The income tax benefit in 2017 and lower income tax expense in 2015 are primarily due to the deferred tax benefit associated with future U.S. income tax rate reductions of $764 million in 2017 and the deferred tax benefit associated with future U.K. income tax rate reductions along with certain favorable settlements with various taxing authorities of $75 million in 2015. See Item 7 “- Management’s Discussion and Analysis of Financial Condition and Results of Operations - Consolidated Income Tax Provision” included in this Annual Report for more information on these items.
(6)During 2014, we sold 100% of our wholly-owned subsidiary, Euronext, in connection with Euronext’s IPO, and we sold our entire interest in three companies that comprised the former NYSE Technologies (NYFIX, Metabit and Wombat). We treated the sale of these entities as discontinued operations for all periods presented from their acquisition on November 13, 2013 to their dispositions.
(7)(5) The weighted average common shares outstanding decreased in 2019 and 2018 primarily due to our share repurchases. The weighted average common shares outstanding increased in 2016 primarily due to the stock issued for the Interactive Data and Trayport acquisitions and increased in 2014 primarily due to stock issued for the NYSE acquisition.acquisitions. We issued 211.9 million shares of our common stock to NYSE stockholders, 32.3 million shares of our common stock to Interactive Data stockholders and 12.6 million shares of our common stock to Trayport stockholders, weighted to show these additional shares outstanding for all periods after the respective acquisition dates.

As of December 31,As of December 31,
2018 2017 2016 2015 20142019 2018 2017 2016 2015
(In millions)
Consolidated Balance Sheet Data                  
Cash and cash equivalents$724
 $535
 $407
 $627
 $652
$841
 $724
 $535
 $407
 $627
Margin deposits, guaranty funds and delivery contracts receivable(1)
63,955
 51,222
 55,150
 51,169
 47,458
64,987
 63,955
 51,222
 55,150
 51,169
Total current assets66,692
 53,562
 57,133
 53,313
 50,232
67,979
 66,692
 53,562
 57,133
 53,313
Goodwill and other intangible assets, net(2)
23,547
 22,485
 22,711
 22,837
 16,315
23,600
 23,547
 22,485
 22,711
 22,837
Total assets92,791
 78,264
 82,003
 77,987
 68,254
94,493
 92,791
 78,264
 82,003
 77,987
Margin deposits, guaranty funds and delivery contracts payable(1)
63,955
 51,222
 55,150
 51,169
 47,458
64,987
 63,955
 51,222
 55,150
 51,169
Total current liabilities66,108
 54,175
 58,617
 54,743
 50,436
68,816
 66,108
 54,175
 58,617
 54,743
Short-term and long-term debt(2)
7,441
 6,100
 6,364
 7,308
 4,277
Short-term and long-term debt
7,819
 7,441
 6,100
 6,364
 7,308
Equity(2)
17,231
 16,985
 15,775
 14,840
 12,392
17,286
 17,231
 16,985
 15,775
 14,840

(1)Clearing members of our clearing houses are required to deposit original margin and variation margin and, for our clearing houses other than ICE NGX, to make deposits to a guaranty fund. The cash deposits made to these margin accounts and to the guaranty fund are recorded in the consolidated balance sheet as current assets with corresponding current liabilities to the clearing members that deposited them. We also account for the physical delivery of our energy contracts for ICE NGX following its acquisition in December 2017. Refer to Note 14 to our consolidated financial statements, included in this Annual Report, for more information on these items.


(2)The increases in our equity, goodwill and other intangible assets, and debt as of December 31, 2015 primarily relates to our acquisition of Interactive Data. Refer to Notes 3, 8 and 10 to our consolidated financial statements, included in this Annual Report, for more information on these items.
ITEM 7.    MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS
The following discussion contains forward-looking statements that involve risks and uncertainties. Our actual results could differ materially from those anticipated in these forward-looking statements for many reasons. See the factors set forth under the heading Forward Looking Statements” at the beginning of Part 1 of this Annual Report and in Item 1(A) under the heading “Risk Factors.” The following discussion is qualified in its entirety by, and should be read in conjunction with, the more detailed information contained in Item 6 “Selected Financial Data” and our consolidated financial statements included in this Annual Report. For discussion related to the results of operations and changes in financial condition for fiscal 2018 compared to fiscal 2017 refer to Part II, Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations in our 2018 Annual Report on Form 10-K, which was filed with the U.S. Securities and Exchange Commission on February 7, 2019.
Overview
We are a leading global operator of regulated exchanges, clearing houses and listings venues, and a provider of data services for commodity, financial, fixed income and equity markets. We operate regulated marketplaces for listing, trading and clearing of a broad array of derivatives contracts and securities across major asset classes, including energy and agricultural commodities, metals, interest rates, equities, ETFs, credit derivatives, digital assets, bonds and currencies. Wecurrencies, and also offer mortgage and technology services. In addition, we offer comprehensive data services to support the trading, investment, risk management and connectivity needs of customers around the world and across asset classes.
Our exchanges include derivative exchanges in the U.S., U.K., EU, Canada and Singapore, and cash equities, equity options and bond exchangestrading venues in the U.S. We also operate OTC markets for physical energy, fixed income and CDS trade execution. To serve global derivatives markets, we operate central counterparty, or CCP, clearing houses in the U.S., U.K., EU, Canada and Singapore. We offer a range of data services, globally, for global financial and commodity markets, including pricing and reference data, exchange data, analytics, feeds, index services, desktops and connectivity solutions. Through our markets, clearing houses, listings and data services, we provide comprehensive solutions for our customers to manage risk and raise capital through liquid markets, benchmark products, access to capital markets and related services to support their ability to manage risk and raise capital.services. Our business is currently conducted as two reportable business segments, our Trading and Clearing segment and our Data and Listings segment, and the majority of our identifiable assets are located in the U.S., and U.K. and Canada.

Recent Developments
U.S. Tax Cuts and Jobs ActAcquisition of 2017, or TCJA
In December 2017, the TCJA was signed into law. It reduced the U.S. federal corporate income tax rate from 35% to 21%. Many of the tax provisions under the TCJA became effective January 1, 2018, including the new rate and complex international tax provisions. Given the complexity of these international provisions and certain potential unintended consequences that are under debate at both the federal and state level, certain federal and state guidance has been issued and further guidance is anticipated, but the likelihood and timing of such guidance remains uncertain. See “- Consolidated Income Tax Provision” below.
AcquisitionsSimplifile
On January 2, 2018,June 12, 2019, we acquired BondPoint from Virtu Financial, Inc.Simplifile for $400 million in cash. BondPoint is a provider of electronic fixed income trading solutions for the buy-side and sell-side, offering access to centralized liquidity and automated trade execution services through its ATS and provides trading services to more than 500 financial services firms.
On July 18, 2018, we acquired CHX Holdings, Inc., the parent company of CHX, a full-service stock exchange, including trading, data and corporate listings services. CHX operates as a registered national securities exchange.
On July 23, 2018, we acquired TMC Bonds for $700$338 million in cash. The cash consideration iswas gross of $15$12 million in cash held by TMC BondsSimplifile on the date of acquisition. TMC Bonds isSimplifile offers an array of mortgage services, primarily serving as an electronic liaison between lenders, settlement agents and county recording offices, streamlining the local recording of residential mortgage transactions. Simplifile has a presence in over half of U.S. counties, representing over 80% of the U.S. population. The transaction expands the ICE Mortgage Services portfolio, which includes MERS.
Launch of Bakkt Bitcoin Futures Contract
On September 23, 2019, the Bakkt Bitcoin Futures contract launched and on December 9, 2019, options on Bitcoin futures launched. These contracts are traded on ICE Futures U.S. and cleared through ICE Clear U.S. Bakkt was approved by the New York State Department of Financial Services to take custody of digital assets through Bakkt Trust Company, LLC, a qualified custodian. Bakkt Trust takes custody of bitcoin for physically-delivered futures, creating the first fully regulated marketplace to transact physically-delivered digital asset futures. In connection with the launch of the Bakkt Bitcoin Futures contract, Bakkt contributed $35 million to the ICE Clear U.S. guaranty fund in September 2019, solely applicable to any losses associated with a default in Bitcoin contracts and other digital asset contracts that ICE Clear U.S. might clear in the future. Since launch, 2019 volume in physically-delivered Bakkt Bitcoin Daily and Monthly Futures was 85,413 contracts with open interest of 505 contracts at December 31, 2019. Bakkt Bitcoin options volume was 68 contracts in 2019 with open interest of 51 contracts at December 31, 2019.
Launch of ETF Hub
On October 21, 2019, we launched ICE ETF Hub, a new platform designed to bring efficiencies and standardization to the ETF primary trading market, where shares of ETFs are created and redeemed. ICE ETF Hub aims to offer a standardized, automated process for assembling and placing creation and redemption baskets. ICE ETF Hub plans to include ICE Data Services’ pricing, reference data and analytics, connectivity and feeds, as well as connections to ICE Bonds, which provides fixed income marketplace, supporting anonymous trading across multipleexecution protocols in variousfor asset classes including municipals, corporates, treasuries, agencies and certificates of deposit.
On October 3, 2018, we completed the purchase of the remaining equity interests in MERS and accordingly now have 100% ownership. On that date, we gained control of MERS, now part of ICE Mortgage Services, beganAgreement to include its results as

part of our consolidated operations, and recorded a $110 million gain on our initial investment value as other non-operating income.
Launch of BakktAcquire Bridge2 Solutions
On December 19, 2018, we and non-ICE limited partners funded the newly-formed entity, Bakkt, LLC, or Bakkt. Bakkt was formed to create an integrated platform that enables consumers and institutions to transact in digital assets. The Bakkt ecosystem is designed to include regulated trading, clearing and custodial solutions for digital assets, which will be supported by ICE Futures U.S. and ICE Clear U.S. The first traded contract targeted for launch will be a Bakkt Bitcoin physically delivered daily futures contract to provide price discovery. The custodial solution will establish new protocols for managing the specific security and settlement requirements of digital currencies. In addition, there will be a separate guaranty fund. It is also expected that Bakkt will offer additional solutions to expand the range of uses for digital assets. 
Investment in Euroclear
During 2017, we purchased a 4.7% stake in Euroclear valued at €276 million in cash ($327 million). Upon purchasing this stake,February 5, 2020, we agreed to participate on the Euroclear Board of Directors. During the same period, we negotiated an additional purchase which closed on February 21, 2018, following regulatory approval. This provided us with an additional 5.1% stake in Euroclear foracquire Bridge2 Solutions, a purchase price of €246 million in cash ($304 million). As of December 31, 2018, we own a 9.8% stake in Euroclear for a total investment of $631 million. Euroclear is aleading provider of post-trade services, including settlement, central securities depositoriesloyalty solutions for merchants and related services for cross-border transactions across asset classes. Refer to Note 4 to our consolidated financial statements, included elsewhere in this Annual Report, for more information.
Purchaseconsumers, contingent on completion of Non-Controlling Interests
For consolidated subsidiaries in which our ownership is less than 100% and for which we have control overHart-Scott-Rodino review. Following the assets, liabilities and managementcompletion of the entity, the outside stockholders’ interests are shown as non-controlling interest in our consolidated financial statements. As of December 31, 2017, non-controlling interest consistedtransaction, Bakkt intends to acquire Bridge2 Solutions from ICE. Bridge2 Solutions enables some of the operating resultsworld’s leading brands to engage customers and drive loyalty. It powers incentive and employee perk programs for companies across a wide spectrum of our CDS clearing subsidiaries in which non-ICE limited partners held a 29.9% ownership interest. During September 2018, we purchased a 3.2% ownership interest from a non-ICE limited partner and the remaining other limited partners hold a 26.7% ownership interest as of December 31, 2018.industries.


Consolidated Financial Highlights
The following summarizes our results and significant changes in our consolidated financial performance for the periods presented (dollars in millions, except per share amounts):
chart-69fcd00643eb55e5a44.jpgchart-11e0d508f4ac5d90aaf.jpgchart-ba3bc1fec45f5bc0a6b.jpgchart-1bd56f7cf8205a7c837.jpgchart-022ebcabc7875c12a6b.jpgchart-df65ea3f0abf5c7087b.jpg
chart-eecf869a61bc575f946.jpgchart-42070420193b58d5b0d.jpgchart-ee8b2337e7a45f4f9c4.jpgchart-e768de86924f5b948e1.jpgchart-b80faf2c9d485503b6a.jpgchart-f7e57370ed45587cb1a.jpg
Year Ended December 31,   Year Ended December 31,  Year Ended December 31,   Year Ended December 31,  
2018 2017 Change 2017 2016 Change2019 2018 Change 2018 2017 Change
Revenues, less transaction-based expenses$4,979
 $4,638
 7 % $4,638
 $4,512
 3 %$5,202
 $4,979
 4 % $4,979
 $4,638
 7 %
Operating expenses$2,396
 $2,259
 6 % $2,259
 $2,340
 (3)%$2,529
 $2,396
 6 % $2,396
 $2,259
 6 %
Adjusted operating expenses(1)
$2,071
 $1,947
 6 % $1,947
 $1,955
  %$2,189
 $2,071
 6 % $2,071
 $1,947
 6 %
Operating income$2,583
 $2,379
 9 % $2,379
 $2,172
 10 %$2,673
 $2,583
 3 % $2,583
 $2,379
 9 %
Adjusted operating income(1)
$2,908
 $2,691
 8 % $2,691
 $2,557
 5 %$3,013
 $2,908
 4 % $2,908
 $2,691
 8 %
Operating margin52% 51 % 1 pt
 51 % 48% 3 pts
51% 52% (1 pt)
 52% 51 % 1 pt
Adjusted operating margin(1)
58% 58 % 
 58 % 57% 1 pt
58% 58% 
 58% 58 % 
Other income (expense), net$(63) 147
 n/a
 147
 (129) n/a
$(192) $(63) 203 % $(63) $147
 n/a
Income tax expense (benefit)$500
 $(28) n/a
 $(28) $586
 n/a
$521
 $500
 4 % $500
 $(28) n/a
Effective tax rate20% (1)% 21 pts
 (1)% 29% (30 pts)
21% 20% 1 pt
 20% (1)% 21 pts
Net income attributable to ICE$1,988
 $2,526
 (21)% $2,526
 $1,430
 77 %$1,933
 $1,988
 (3)% $1,988
 $2,526
 (21)%
Adjusted net income attributable to ICE(1)
$2,077
 $1,764
 18 % $1,764
 1,673
 5 %$2,194
 $2,077
 6 % $2,077
 $1,764
 18 %
Diluted earnings per share attributable to ICE common stockholders$3.43
 $4.25
 (19)% $4.25
 $2.39
 78 %$3.42
 $3.43
  % $3.43
 $4.25
 (19)%
Adjusted diluted earnings per share attributable to ICE common stockholders(1)
$3.59
 $2.97
 21 % $2.97
 $2.79
 6 %$3.88
 $3.59
 8 % $3.59
 $2.97
 21 %
Cash flows from operating activities$2,533
 $2,085
 21 % $2,085
 $2,149
 (3)%$2,659
 $2,533
 5 % $2,533
 $2,085
 21 %

(1) The adjusted figures exclude items that are not reflective of our ongoing core operations and business performance. Adjusted net income attributable to ICE and adjusted diluted earnings per share attributable to ICE common stockholders are presented net of taxes. These adjusted numbers are not calculated in accordance with GAAP. See “- Non-GAAP Financial Measures” below.

Revenues, less transaction-based expenses, increased $223 million in 2019 from 2018. The increase in revenues includes $34 million in unfavorable foreign exchange effects arising from the stronger U.S. dollar in 2019 from 2018.
Revenues, less transaction-based expenses, increased $341 million in 2018 from 2017. The increase in revenues includes $26 million in favorable foreign exchange effects arising from the weaker U.S. dollar in 2018 from 2017.
Revenues, less transaction-basedOperating expenses increased $126$133 million in 20172019 from 2016.2018. The increase in revenuesoperating expenses includes $22$14 million in unfavorablefavorable foreign exchange effects arising from the strengtheningstronger U.S. dollar in 20172019 from 2016.2018.
Operating expenses increased $137 million in 2018 from 2017. The increase in operating expenses includes $11 million in unfavorable foreign exchange effects arising from the weaker U.S. dollar in 2018 from 2017.
Operating expenses decreased $81 million in 2017 from 2016. The decrease in operating expenses includes $13 million in favorable foreign exchange effects arising from the strengthening U.S. dollar in 2017 from 2016.
In connection with our acquisition of MERS, we recorded a $110 million gain in other income during 2018. In connection with Cetip’s merger with BM&FBOVESPA S.A., now B3, we recognized a $167 million net realized investment gain in other income,income/(expense), net in 2017. We also recognized a net gain of $110 million in connection with our divestiture of Trayport in other income income/(expense), net in 2017.
The 2019 effective tax rate is higher than the 2018 effective tax rate primarily due to the 2018 discrete tax benefits from the acquisition of MERS and the divestiture of Trayport exceeding the net increased tax benefits recorded in 2019 from certain international tax provisions under the U.S. Federal Tax Cuts and Jobs Act, or TCJA.
Excluding the 2017 deferred tax benefit from the U.S. tax law changes, the 2018 effective tax rate is lower than the 2017 effective tax rate due to the TCJA, which reduced the U.S. federal corporate income tax rate from 35% to 21% effective January 1, 2018, tax benefits from our acquisition of MERS, our divestiture of Trayport and deferred tax benefits from the U.S. tax rate reduction resulting from changes in estimates and additional tax benefits associated with our sale of Trayport.
The 2017 effective tax rate is lower than the 2016 effective tax rate due to a $764 million deferred tax benefit associated with the enactment of the TCJA in 2017.estimates.
Business Environment and Market Trends
Our business environment has been characterized by:
globalization of exchanges,marketplaces, customers and competitors;
lowercommodity, interest ratesrate and financial markets uncertainty;
growing demand for data to inform customers' risk management and investment decisions;
evolving, increasing and disparate regulation across multiple jurisdictions;
price volatility increasing customers' demand for risk management services;
increasing focus on capital and cost efficiencies;
customers' preference to manage risk in markets demonstrating the greatest depth of liquidity and product diversity;
the evolution of existing products and new product innovation to serve emerging customer needs and changing industry agreements;
rising demand for speed, data, data capacity and connectivity by market participants, necessitating increased investment in technology;
evolving and disparate regulation across multiple jurisdictions;
increasing focus on capital and cost efficiencies; and
consolidation and increasing competition among global markets for trading, clearing and listings.
Price volatility increases the need to hedge risk and creates demand among market participants for the exchange of risk through trading and clearing. Market liquidity is one of the primary market attributes for attracting and maintaining customers and is an important indicator of a market’s strength. In addition, the ability to evolve existing products to serve emerging needs, develop new products and respond to competitive dynamics in pricing, exclusivity and consolidation is important to our business.
Recent changes with regard to global financial reform have emphasized the importance of transparent markets, centralized clearing and access to data, all of which are important aspects of our product offering. However, some of the proposed rules have yet to be implemented and some rules that have already been partially implemented are being reconsidered. In addition, some of the global regulations have not been fully harmonized and several of the MiFID IInon-U.S. regulations are inconsistent with U.S. rules. As the evolution continues, legislative and regulatory actions may change the way we conduct our business and may create uncertainty for market participants, which could affect trading volumes or demand for market data. As a result, it is difficult to predict all of the effects that the legislation and its implementing regulations will have on us. As discussed more fully in Item 1 “- Business - Regulation” included in this Annual Report, Brexit, the implementation of MiFID II and other regulations may result in operational, regulatory and/or business risk.
In recent years, low interest rates and uncertainty in the financial markets continued to reflect the impact of a relatively slow economic recovery. Lower growth in Asia and the EU may also continue to affect global financial markets. In addition, economic and regulatory uncertainty, coupled with periods of high market volatility around geopolitical events, low interest rates and low natural gas prices, has affected our clients’ activities in recent years. The duration of these trends will determine the continued impact on our business.

We have diversified our business so that we are not dependent on volatility or trading activity in any one asset class. In addition, we have increased our portion of non-transaction and clearing revenues from 39%34% in 2014 to 56%51% in 2018.2019. This non-transaction revenue includes data services and listings.
We have invested, and continue to invest significant resources, in our proprietary ICE Global Network and cybersecurity protections to minimize the potential impact of a wide-scale cyber interruption, system outages or global regulatory drive to

move critical infrastructure and/or sensitive financial transactions away from the public Internet. We believe that our current and historic investments in this space position us well competitively to accommodate increased costs of compliance, assurance, or incident response, however, trends in nationalism and data privacy could result in requirements that necessitate increases in staffing or the introduction of local data collection, and such requirements could undermine our synergistic centralized service model. Further, a prolonged and impactful cyber-attack on any of our market participants could drive the industry away from electronification and reduce the market advantages we have realized through automation.
Many of the data products we sell and services we provide are required for our clients’ business operations regardless of market volatility or shifts in business profitability levels. We anticipate that there will continue to be growth in the financial information services sector driven by a number of global trends, including the following:
increasing global regulatory demands;
greater use of fair value accounting standards and reliance on independent valuations;
greater emphasis on risk management;
market fragmentation driven by regulatory changes;
the move to passive investing and indexation;
ongoing growth in the size and diversity of financial markets;
increased automation of fixed income and other less automated markets;
the development of new data products;
the demand for greater data capacity and connectivity;
new entrants; and
increasing demand for outsourced services by financial institutions.
We continue to focus on our strategy to grow each of our revenue streams, as well as on our company-wide expense reduction initiatives and our synergies in connection with our acquisitionsprudently manage expenses, in order to mitigate these uncertainties and to build on our growth opportunities by leveraging our proprietary data, clearing and markets.
Segment Results
Our business is conducted through two reportable business segments:
Trading and Clearing, which comprises our transaction-based execution and clearing businesses; and
Data and Listings, which comprises our subscription-based data services and securities listings businesses.
While revenues are recorded specifically in the segment in which they are earned or to which they relate, a significant portion of our operating expenses are not solely related to a specific segment because the expenses serve functions that are necessary for the operation of both segments. We use a pro-rata revenue approach as the allocation method for the expenses that do not relate solely to one segment. Further, we did not allocate expenses to specific revenue streams within these segments since such an allocation is not reasonably possible. Our two segments do not engage in intersegment transactions. For details on trends in recent prior year periods, refer to our 2018 and 2017 Annual Reports on Form 10-K.

Trading and Clearing Segment
The following presents selected statements of income data for our Trading and Clearing segment (dollars in millions):

chart-7cd20b267919353a35b.jpgchart-eb5b5168b5cc542382e.jpg

chart-9e121ae23a6b59e7ab8.jpgchart-47f6a407fd1d5dd0949.jpgchart-9708b2da0d885d12a4c.jpgchart-8e7e270c40f05d8584d.jpgchart-83d9b178c4725c2a886.jpgchart-28d6ad3416e05a408ce.jpgchart-e5b15e2794e15dc1bdb.jpgchart-f14a43f5f7935043a47.jpg
(1) The adjusted numbers in the charts above are calculated by excluding items that are not reflective of our cash operations and core business performance. As a result, these adjusted numbers are not calculated in accordance with U.S. GAAP. See “- Non-GAAP Financial Measures” below.
Year Ended December 31,   Year Ended December 31,  Year Ended December 31,   Year Ended December 31,  
2018 2017 Change 2017 2016 Change2019 2018 Change 2018 2017 Change
Revenues:                      
Energy futures and options contracts$965
 $909
 6 % $909
 $865
 5 %$992
 $965
 3 % $965
 $909
 6 %
Agricultural and metals futures and options contracts251
 216
 16
 216
 228
 (5)251
 251
 
 251
 216
 16
Financial futures and options contracts354
 326
 9
 326
 318
 2
332
 354
 (6) 354
 326
 9
Cash equities and equity options1,624
 1,491
 9
 1,491
 1,780
 (16)1,643
 1,624
 1
 1,624
 1,491
 9
Fixed income and credit240
 139
 72
 139
 143
 (2)364
 240
 52
 240
 139
 72
OTC and other transactions49
 50
 (2) 50
 50
 1
45
 49
 (8) 49
 50
 (2)
Transaction and clearing, net3,483
 3,131
 11
 3,131
 3,384
 (7)3,627
 3,483
 4
 3,483
 3,131
 11
Other revenues234
 202
 16
 202
 177
 14
260
 234
 11
 234
 202
 16
Revenues3,717
 3,333
 12
 3,333
 3,561
 (6)3,887
 3,717
 5
 3,717
 3,333
 12
Transaction-based expenses1,297
 1,205
 8
 1,205
 1,459
 (17)1,345
 1,297
 4
 1,297
 1,205
 8
Revenues, less transaction-based expenses2,420
 2,128
 14
 2,128
 2,102
 1
2,542
 2,420
 5
 2,420
 2,128
 14
Other operating expenses686
 592
 16
 592
 573
 3
763
 686
 11
 686
 592
 16
Depreciation and amortization215
 187
 16
 187
 243
 (23)268
 215
 24
 215
 187
 16
Acquisition-related transaction and integration costs10
 2
 n/a
 2
 10
 (83)2
 10
 (81) 10
 2
 n/a
Operating expenses911
 781
 17
 781
 826
 (6)1,033
 911
 13
 911
 781
 17
Operating income$1,509
 $1,347
 12 % $1,347
 $1,276
 6 %$1,509
 $1,509
  % $1,509
 $1,347
 12 %
Transaction and Clearing Revenues
Our transaction and clearing revenues are reported on a net basis, except for the NYSE transaction-based expenses discussed below, and consist of fees collected from our derivatives, fixed income, cash equities and equity options trading and derivatives clearing. In our derivatives markets, we earn transaction and clearing revenues from both counterparties to each contract that is traded and/or cleared, and in our equity and equity options markets, we receive trade execution fees as well as routing fees related to orders in our markets which are routed to other markets for execution.
Rates per-contract, or RPC, are driven by the number of contracts or securities traded and the fees charged per contract, net of certain rebates. Our per-contract transaction and clearing revenues will depend upon many factors, including, but not limited to, market conditions, transaction and clearing volume, product mix, pricing, applicable revenue sharing and market making agreements, and new product introductions. Because transaction and clearing revenues are generally assessed on a per-contract basis, revenues and profitability fluctuate with changes in contract volume and due to product mix.

In 2019 and 2018, 201719% and 2016, 20%, 20% and 19%, respectively, of our Trading and Clearing segment revenues, less transaction-based expenses, were billed in pounds sterling or euros. Due to the fluctuations of the pound sterling and euro over the last two years compared to the

U.S. dollar, our Trading and Clearing segment revenues, less transaction-based expenses, were higherlower by $18$25 million in 20182019 from 2017, and were lower by $14 million in 2017 from 2016.2018.
Our transaction and clearing revenues are presented net of rebates. We recorded rebates of $860 million and $844 million $749 millionin 2019 and $674 million in 2018, 2017 and 2016, respectively. We offer rebates in certain of our markets primarily to support market liquidity and trading volume by providing qualified participants in those markets a discount to the applicable commission rate. Such rebates are calculated based on volumes traded. The increase in the rebates is due primarily to increased volumes in products with higher rates per contract, an increase in the number of rebate programs offered and an increase in the number of participants in the rebate programs offered on various contracts, an increase inwithin our traded volume and an increase in the number of rebate programs.
Energy Futures and Options Contracts: Total energy volume and revenues increased 1% and 6%, respectively, in 2018 from 2017, and increased 8% and 5%, respectively, in 2017 from 2016. Revenues increased in 2018 from 2017 due to a higher mix of gasoil, emissions and TTF gas volumes, which have a higher average RPC than other energy products.
Total oil volume increased 3% in 2018 from 2017, and increased 14% in 2017 from 2016. ICE Brent crude futures and options volume was flat in 2018 from 2017, and increased 15% in 2017 from 2016. ICE WTI crude futures and options volume increased 5% in 2018 from 2017, and increased 14% in 2017 from 2016. The volume increases were primarily due to increased oil price volatility related to shifting supply and demand dynamics globally; broader market volatility in oil products, equities and foreign exchange rates; acts of central governments; outcomes of elections; and uncertainty around the Organization of Petroleum Exporting Countries, or OPEC, policy. Our record gasoil futures and options volume in 2018 increased 11% from 2017, and increased 13% in 2017 from 2016. Gasoil futures and options increased during 2018 and 2017 primarily due to increased demand for distillates, strong economic activity in Europe and Asia and regulatory uncertainty.programs.
Energy Futures and Options Contracts: Total energy volume decreased 3% and revenues increased 3% in 2019 from 2018.
Total oil volume decreased 2% in 2019 from 2018 primarily driven by lower volumes within Brent, partially offset by strength in our Other Crude and Refined Products complex.
Our global natural gas futures and options volume decreased 6% in 2019 from 2018. The volume decrease was primarily due to lower Henry Hub volumes and was partially offset by increased volumes in our European TTF gas contract. The strength in our European TTF gas volumes was driven by the continued emergence of TTF as the European benchmark for natural gas as natural gas continues to globalize.
Emission futures and options volumes increased 2% in 2019 from 2018 driven by higher carbon prices and supply-demand dynamics impacted by regulatory uncertainty.
Agricultural and Metals Futures and Options Contracts: Total volume in our agricultural and metals futures and options markets increased 4% and revenues were flat in 2019 from 2018. The overall increase in agricultural volumes was primarily driven by price volatility resulting from supply and demand dynamics, including weather concerns and geopolitical events.
Sugar futures and options volumes increased 2% in 2019 from 2018.
Other agricultural and metal futures and options volume increased 5% in 2019 from 2018.
Financial Futures and Options Contracts: Total volume and revenues in our financial futures and options markets decreased 11% and 6%, respectively, in 2019 from 2018.
Interest rate futures and options volume and revenue decreased 13% and 15%, respectively, in 2019 from 2018 driven, in part, by a muted European economic backdrop. Interest rate futures and options revenues were $196 million and $230 million in 2019 and 2018, respectively.
Other financial futures and options volume, which includes our MSCI®, FTSE® and NYSE FANG+ equity index products, decreased 1% and revenue increased 10% in 2019 from 2018. Other financial futures and options volume decreased due to lower equity market volatility than in the prior year while revenues increased due to strong volumes in our MSCI® complex. Other financial futures and options revenues were $136 million and $124 million in 2019 and 2018, respectively.
Cash Equities and Equity Options: Cash equities handled volume was flat in 2019 from 2018. Cash equities revenues, net of transaction-based expenses, were $203 million and $220 million in 2019 and 2018, respectively. Equity options volume decreased 6% in 2019 from 2018 due to lower equity market volatility than in the prior year. Equity options revenues, net of transaction-based expenses, were $95 million and $107 million in 2019 and 2018, respectively.
Fixed Income and Credit: Fixed income and credit includes revenues from ICE Mortgage Services, ICE Bonds and CDS execution and clearing. Fixed income transaction revenues in 2019 include an increase of $133 million due to acquisitions made in these businesses in late 2018 and 2019.
Our global natural gas futures and options volume decreased 4% in 2018 from 2017, and decreased 1% in 2017 from 2016. The volume decrease in 2018 from 2017 was primarily due to lower U.S. price volatility reducing our commercial customers’ need to hedge the Henry Hub contract, and depressed gas prices driven by a continued surplus of natural gas during 2018 as compared to 2017. Our 2018 Henry Hub natural gas volume decrease was partially offset by increased volumes in our North American basis market and TTF gas in Europe. Our record TTF gas volumes in 2018 were driven by changing natural gas dynamics due to the continued globalization of natural gas. Emission futures and options volumes increased 73% in 2018 from 2017, and increased 1% in 2017 from 2016. Our record emissions volumes in 2018 were driven by higher carbon prices and supply-demand dynamics impacted by regulatory uncertainty.
Agricultural and Metals Futures and Options Contracts: Total volume and revenues in our agricultural and metals futures and options markets increased 15% and 16%, respectively, in 2018 from 2017, and decreased 7% and 5%, respectively, in 2017 from 2016. Volume in our largest agricultural contract, sugar futures and options, increased 20% in 2018 from 2017, and decreased 10% in 2017 from 2016. Other agricultural and metal futures and options volume increased 11% in 2018 from 2017, and decreased 4% in 2017 from 2016. The increases in agricultural volumes to record levels in 2018 were primarily driven by price volatility resulting from shifting supply and demand dynamics. The decreases in agricultural volume in 2017 were primarily driven by the reduced price volatility in 2017 compared to the higher price volatility in 2016.
Financial Futures and Options Contracts: Interest rates futures and options volume and revenue increased 14% and 19%, respectively, in 2018 from 2017, and increased 27% and 9%, respectively, in 2017 from 2016. Our record level interest rate futures and options volume in 2018 was driven by expectations for heightened central bank activity during 2018, coupled with geopolitical uncertainty in the U.K. and Europe. Interest rates futures and options revenues were $230 million, $193 million and $177 million in 2018, 2017 and 2016, respectively.
Other financial futures and options volume decreased 9% in 2018 from 2017, and decreased 19% in 2017 from 2016. The decrease was primarily due to the termination of our exclusive license to list futures and options contracts on the Russell® indices. Excluding the futures and options contracts on the Russell® indices, other financial futures and options volume increased 18% in 2018 from 2017. Other financial futures and options revenues were $124 million, $133 million and $141 million in 2018, 2017 and 2016, respectively.
Cash Equities and Equity Options: Cash equities handled volume increased 14% in 2018 from 2017, primarily due to higher total U.S. equity volumes driven by heightened volatility in the U.S. equity markets coupled with the May

2018 commencement of trading of NYSE National and the July 2018 acquisition of CHX. Cash equities handled volume decreased 17% in 2017 from 2016, primarily due to reduced U.S. equities market volatility during 2017 as compared to 2016. Cash equities revenues, net of transaction-based expenses, were $220 million, $196 million, and $223 million in 2018, 2017 and 2016, respectively.
Equity options volume increased 43% in 2018 from 2017 primarily due to heightened volatility in the U.S. equity markets, as well as increased market share in 2018 due to greater volatility. Equity options volume decreased 13% in 2017 from 2016 primarily due to lower U.S. equity market volatility and the restructuring of the NYSE American Options business. Equity options revenues, net of transaction-based expenses, were $107 million, $90 million and $98 million in 2018, 2017 and 2016, respectively.
Fixed Income and Credit: CDS clearing revenues were $132 million and $139 million $113 millionin 2019 and $107 million in 2018, 2017 and 2016, respectively. The notional value of CDS cleared was $14.7 trillion and $16.4 trillion $11.5 trillionin 2019 and $11.5 trillion,2018, respectively. CDS clearing revenues decreased in 2019 from 2018 2017 and 2016, respectively. Buy-sidedue to lower market volatility, partially offset by record buy-side participation at our U.S. CDS clearing house, ICE Clear Credit, reached record levels in terms of number of participants and single name notional cleared due to increased participation from both U.S. and European buy-side customers due to greater regulatory certainty, depth of liquidity, the breadth of products offered, and cost efficient margining in the U.S. relative to Europe. Fixed income and credit also includes revenues from ICE Bonds, which includes ICE BondPoint, TMC Bonds, ICE Credit Trade and ICE Mortgage Services.
cleared.

OTC and Other Transactions: OTC and other transactions include revenues from our OTC energy business and other trade confirmation services.

Other Transactions: OTC and other transactions include revenues from our OTC energy business and other trade confirmation services.
Revenues
Other Revenues: Other revenues primarily include interest income on certain clearing margin deposits, regulatory penalties and fines, fees for use of our facilities, regulatory fees charged to member organizations of our U.S. securities exchanges, designated market maker service fees, technology development fees, exchange membership fees and agricultural grading and certification fees. The increase in other revenues in 20182019 from 20172018 is primarily due to increased interest income earned on certain clearing margin deposits reflecting higher balances and increased interest rates, as well as a $5 million settlement received by NYSE Regulation from ING Financial Markets, LLC, or ING, following an investigation into improper conduct by ING's lending desk from 2007 to 2015. The 2018 increase was partially offset by a $6 million breakup fee received in August 2017 relateddue to the terminationacquisition of the derivatives clearing agreement with Euronext Group N.V.'s, or Euronext, under which ICE Clear Netherlands was to provide clearing of Euronext's financial and commodity derivatives.
Simplifile.


Selected Operating Data
The following charts and tabletables present trading activity in our futures and options markets by commodity type based on the total number of contracts traded, as well as futures and options rate per contract (in millions, except for percentages and rate per contract amounts):
Volume and Rate per Contract
chart-b395492f02475d58a8b.jpgchart-483385e3f19b59a3b19.jpgchart-a087eee09d1d5ae7973.jpgchart-e785448875ad51c780d.jpgchart-a62727f7ecd55becba9.jpgchart-eae39744bb31547eb68.jpg

Year Ended  
 December 31,
   Year Ended  
 December 31,
  Year Ended  
 December 31,
   Year Ended  
 December 31,
  
2018 2017 Change 2017 2016 Change2019 2018 Change 2018 2017 Change
Number of contracts traded (in millions):                      
Energy futures and options692
 685
 1% 685
 635
 8 %669
 692
 (3)% 692
 685
 1%
Agricultural and metals futures and options107
 94
 15
 94
 101
 (7)111
 107
 4 % 107
 94
 15%
Financial futures and options710
 647
 10
 647
 564
 15
630
 710
 (11)% 710
 647
 10%
Total1,509
 1,426
 6% 1,426
 1,300
 10 %1,410
 1,509
 (7)% 1,509
 1,426
 6%
                      
Year Ended  
 December 31,
   Year Ended  
 December 31,
  Year Ended  
 December 31,
   Year Ended  
 December 31,
  
2018 2017 Change 2017 2016 Change2019 2018 Change 2018 2017 Change
Average Daily Volume of contracts traded (in millions):           
Average Daily Volume of contracts traded (in thousands):           
Energy futures and options2,747
 2,731
 1% 2,731
 2,521
 8 %2,655
 2,747
 (3)% 2,747
 2,731
 1%
Agricultural and metals futures and options427
 374
 14
 374
 399
 (6)442
 427
 4 % 427
 374
 14%
Financial futures and options2,770
 2,536
 9
 2,536
 2,205
 15
2,460
 2,770
 (11)% 2,770
 2,536
 9%
Total5,944
 5,641
 5% 5,641
 5,125
 10 %5,557
 5,944
 (7)% 5,944
 5,641
 5%
                      
Year Ended  
 December 31,
   Year Ended  
 December 31,
  Year Ended  
 December 31,
   Year Ended  
 December 31,
  
Rate per contract:2018 2017 Change 2017 2016 Change2019 2018 Change 2018 2017 Change
Energy futures and options$1.39
 $1.33
 5% $1.33
 $1.36
 (2)%$1.48
 $1.39
 6 % $1.39
 $1.33
 5%
Agricultural and metals futures and options$2.34
 $2.30
 2% $2.30
 $2.27
 1 %$2.25
 $2.34
 (4)% $2.34
 $2.30
 2%
Financial futures and options$0.49
 $0.49
 % $0.49
 $0.54
 (10)%$0.52
 $0.49
 6 % $0.49
 $0.49
 %
Open interest is the aggregate number of contracts (long or short) that clearing members hold either for their own account or on behalf of their clients. Open interest refers to the total number of contracts that are currently “open,” – in other words, contracts that have been traded but not yet liquidated by either an offsetting trade, exercise, expiration or assignment. Open interest is also a measure of the future activity remaining to be closed out in terms of the number of contracts that members and their clients continue to hold in the particular contract and by the number of contracts held for each contract month listed by the exchange. The following charts and table present our year-end open interest for our futures and options contracts (in thousands, except for percentages):
Open Interest
chart-0668039c68d35db3b8b.jpgchart-d69750549d4b5f9dae8.jpgchart-1c13e09f3d0a5c62863.jpgchart-1cc23fdb13c95202b85.jpgchart-76bf6a5227a85e42a6c.jpgchart-da49173f0e385fdca74.jpg

As of December 31,   As of December 31,  As of December 31,   As of December 31,  
2018 2017 Change 2017 2016 Change2019 2018 Change 2018 2017 Change
Open interest — in thousands of contracts:                      
Energy futures and options35,019
 33,906
 3% 33,906
 32,096
 6 %37,433
 35,019
 7% 35,019
 33,906
 3%
Agricultural and metals futures and options3,643
 3,391
 7% 3,391
 3,920
 (14)3,836
 3,643
 5% 3,643
 3,391
 7%
Financial futures and options29,061
 24,025
 21% 24,025
 19,413
 24
29,369
 29,061
 1% 29,061
 24,025
 21%
Total67,723
 61,322
 10% 61,322
 55,429
 11 %70,638
 67,723
 4% 67,723
 61,322
 10%
The following charts and tables present selected cash and equity options trading data. All trading volume below is presented as average net daily trading volume, or ADV, and is single counted:
chart-515339b8c21e59e6948.jpgchart-9f3336eb50715cbe93d.jpgchart-cf3c74bb46135155a5d.jpgchart-cb3e6188237d518cb0c.jpg

chart-ac746ba2582c5c5f992.jpgchart-b6ca51d0da845079b26.jpgchart-4ffb0dd3ca3a5661be2.jpgchart-f983bb07e32a54b480a.jpg
 Year Ended December 31,   Year Ended December 31,  
 2018 2017 Change 2017 2016 Change
NYSE cash equities (shares in millions):           
NYSE listed (Tape A) issues:           
Handled volume1,150
 1,086
 6 % 1,086
 1,269
 (14)%
Matched volume1,140
 1,077
 6 % 1,077
 1,256
 (14)%
Total NYSE listed consolidated volume3,647
 3,434
 6 % 3,434
 3,918
 (12)%
  Share of total matched consolidated volume31.3% 31.4% (0.1) pts
 31.4% 32.1% (0.7) pts
NYSE Arca, NYSE American and regional listed (Tape B) issues:           
Handled volume369
 289
 27 % 289
 372
 (22)%
Matched volume359
 281
 28 % 281
 360
 (22)%
Total NYSE Arca, NYSE American and regional listed consolidated volume1,435
 1,188
 21 % 1,188
 1,536
 (23)%
  Share of total matched consolidated volume25.0% 23.7% 1.3 pts
 23.7% 23.4% 0.2 pts
Nasdaq listed (Tape C) issues:           
Handled volume215
 145
 48 % 145
 186
 (22)%
Matched volume203
 136
 49 % 136
 177
 (23)%
Total Nasdaq listed consolidated volume2,253
 1,921
 17 % 1,921
 1,907
 1 %
  Share of total matched consolidated volume9.0% 7.1% 1.9 pts
 7.1% 9.3% (2.2) pts
Total cash handled volume1,734
 1,521
 14 % 1,521
 1,828
 (17)%
  Total cash market share matched23.2% 22.8% 0.4 pts
 22.8% 24.4% (1.5) pts
            
NYSE equity options (contracts in thousands):           
NYSE equity options volume3,386
 2,375
 43 % 2,375
 2,719
 (13)%
Total equity options volume18,217
 14,697
 24 % 14,697
 14,391
 2 %
  NYSE share of total equity options18.6% 16.2% 2.4 pts
 16.2% 18.9% (2.7) pts
            
Revenue capture or rate per contract:           
Cash equities rate per contract (per 100 shares)$0.050 $0.051 (2)% $0.051 $0.049 6 %
Equity options rate per contract$0.12 $0.15 (17)% $0.15 $0.14 5 %
 Year Ended December 31,   Year Ended December 31,  
 2019 2018 Change 2018 2017 Change
NYSE cash equities (shares in millions):           
Total cash handled volume1,740
 1,735
  % 1,735
 1,521
 14 %
Total cash market share matched24.2% 23.2% 1.0 pts
 23.2% 22.8% 0.4 pts
   

        
NYSE equity options (contracts in thousands):  

        
NYSE equity options volume3,172
 3,386
 (6)% 3,386
 2,375
 43 %
Total equity options volume17,542
 18,217
 (4)% 18,217
 14,697
 24 %
  NYSE share of total equity options18.1% 18.6% (0.5) pts
 18.6% 16.2% 2.4 pts
   

        
Revenue capture or rate per contract:  

        
Cash equities rate per contract (per 100 shares)$0.046 $0.050 (8)% $0.050 $0.051 (2)%
Equity options rate per contract$0.12 $0.12 (5)% $0.12 $0.15 (17)%
Handled volume represents the total number of shares of equity securities, ETFs and crossing session activity internally matched on our exchanges or routed to and executed on an external market center. Matched volume represents the total number of shares of equity securities, ETFs and crossing session activity executed on our exchanges.
For NYSE cash equities, market share increased in 2018 due to increased equity market volatility, the commencement of trading on NYSE National and the acquisition of CHX. NYSE cash equities market share declined during 2017 due to historically low volatility driving more trading to off-exchange trading venues, particularly dark-pools. For NYSE equity options, 2018 market share improved due to greater equity market volatility and decreased in 2017 due to a strategic focus on maximizing revenues in an extremely competitive environment.
Transaction-Based Expenses
Our equities and equity options markets pay fees to the SEC pursuant to Section 31 of the Exchange Act. Section 31 fees are recorded on a gross basis as a component of transaction and clearing fee revenue. These Section 31 fees are assessed to recover the government’s costs of supervising and regulating the securities markets and professionals.professionals and are subject to change. We, in turn, collect corresponding activity assessment fees from member organizations clearing or settling trades on the equities and options exchanges, and recognize these amounts in our transaction and clearing revenues when invoiced. The activity assessment fees are designed to equal the Section 31 fees. As a result, activity assessment fees and the corresponding Section 31 fees do not have an impact on our net income, although the timing of payment by us may vary from collections. Section 31 fees were $379 million and $357 million in 2019 and 2018, respectively. The fees we collect are included in cash at the time of receipt and we remit the amounts to the SEC semi-annually as required. The total amount is included in accrued liabilities and was $105$138 million as of December 31, 2018.

2019.
We make liquidity payments to cash and options trading customers, as well as routing charges made to other exchanges which are included in transaction-based expenses. We incur routing charges when we do not have the best bid or offer in the market for a security that a customer is trying to buy or sell on one of our securities exchanges. In that case, we route the customer’s order to the external market center that displays the best bid or offer. The external market center charges us a fee per share (denominated in tenths of a cent per share) for routing to its system. We record routing charges on a gross basis as a component of transaction and clearing fee revenue. Cash liquidity payments, routing and clearing fees were $966 million and $940 million in 2019 and 2018, respectively.
Operating Expenses, Operating Income and Operating Margin
OurThe following chart summarizes our Trading and Clearing segmentsegment's operating expenses, increased $130 millionoperating income and operating margin (dollars in 2018 from 2017, and decreased $45 million in 2017 from 2016, partially related to the $33 million Creditex customer relationship intangible asset impairment expense recorded in 2016.millions). See “- Consolidated Operating Expenses” below for a discussion of the significant changes in our operating expenses. Our Trading
Trading and Clearing Segment:Year Ended December 31,   Year Ended December 31,  
 2019 2018 Change 2018 2017 Change
Operating expenses$1,033
 $911
 13% $911
 $781
 17%
Adjusted operating expenses(1)
$908
 $824
 10% $824
 $714
 16%
Operating income$1,509
 $1,509
 % $1,509
 $1,347
 12%
Adjusted operating income(1)
$1,634
 $1,596
 2% $1,596
 $1,414
 13%
Operating margin59% 62% (3 pts)
 62% 63% (1 pt)
Adjusted operating margin(1)
64% 66% (2 pts)
 66% 66% 














(1) The adjusted figures exclude items that are not reflective of our ongoing core operations and Clearing segment operating income increased $162 millionbusiness performance. These adjusted numbers are not calculated in 2018 from 2017, and increased $71 million in 2017 from 2016. Trading and Clearing segment operating margins were 62%, 63% and 61% in 2018, 2017 and 2016, respectively. The operating income increases in the last two years were driven by the revenue increases discussed above.
Our Trading and Clearing segment adjusted operating expenses were $824 million, $714 million and $716 million in 2018, 2017 and 2016, respectively. Our Trading and Clearing segment adjusted operating income was $1.6 billion, $1.4 billion and $1.4 billion in 2018, 2017 and 2016, respectively. Our Trading and Clearing segment adjusted operating margins were 66% in 2018, 2017 and 2016.accordance with GAAP. See “- Non-GAAP Financial Measures” below.

Data and Listings Segment
The following charts and table present our selected statements of income data for our Data and Listings segment (dollars in millions):
chart-2040279191b57629a6b.jpgchart-4c0fcde83d8c5ccc876.jpg

chart-c07087c82d2b5c088ae.jpgchart-9c12e1b4e09d59a28c5.jpgchart-493683f2c6875267a0d.jpgchart-3621625f022d53f8983.jpg

chart-5dbdfc498da55199bd3.jpgchart-33d82bacd27f5aeb865.jpgchart-7ee3eb38eebb53aaa9a.jpgchart-d4c3dc4fc4a3546da4c.jpg
(1) The adjusted numbers in the charts above are calculated by excluding items that are not reflective of our cash operations and core business performance. As a result, these adjusted numbers are not calculated in accordance with U.S. GAAP. See “- Non-GAAP Financial Measures” below.

 Year Ended December 31,   Year Ended December 31,  
 2018 2017 Change 2017 2016 Change
Revenues:           
Pricing and analytics$1,043
 $970
 7 % $970
 $858
 13 %
Exchange data and feeds670
 632
 6
 632
 602
 5
Desktops and connectivity402
 482
 (17) 482
 518
 (7)
Data services2,115
 2,084
 1
 2,084
 1,978
 5
Listings444
 426
 4
 426
 432
 (1)
Revenues2,559
 2,510
 2
 2,510
 2,410
 4
Other operating expenses1,090
 1,096
 (1) 1,096
 1,077
 2
Acquisition-related transaction and integration costs24
 34
 (29) 34
 70
 (52)
Depreciation and amortization371
 348
 6
 348
 367
 (5)
Operating expenses1,485
 1,478
 
 1,478
 1,514
 (2)
Operating income$1,074
 $1,032
 4 % $1,032
 $896
 15 %
Data Services Revenues
 Year Ended December 31,   Year Ended December 31,  
 2019 2018 Change 2018 2017 Change
Revenues:           
Pricing and analytics$1,083
 $1,043
 4% $1,043
 $970
 7 %
Exchange data and feeds704
 670
 5
 670
 632
 6
Desktops and connectivity424
 402
 5
 402
 482
 (17)
Data services2,211
 2,115
 5
 2,115
 2,084
 1
Listings449
 444
 1
 444
 426
 4
Revenues2,660
 2,559
 4
 2,559
 2,510
 2
Other operating expenses1,102
 1,090
 1
 1,090
 1,096
 (1)
Acquisition-related transaction and integration costs
 24
 n/a
 24
 34
 (29)
Depreciation and amortization394
 371
 6
 371
 348
 6
Operating expenses1,496
 1,485
 1
 1,485
 1,478
 
Operating income$1,164
 $1,074
 8% $1,074
 $1,032
 4 %
Our Data and Listings segment represents largely subscription-based, or recurring, revenues from data services and listings services offered across our trading and clearing businesses and ICE Data Services. Through ICE Data Services, we generate revenues from a range of global financial and commodity markets, including pricing and reference data, exchange data, analytics, feeds, index services, desktops and connectivity solutions. Through NYSE, NYSE American and NYSE Arca, we generate listings revenue related to the provision of listings services for public companies and ETFs, and related corporate actions for listed companies.
In 2019 and 2018, 20177% and 2016, 8%, 10% and 12%, respectively, of our Data and Listings segment revenues were billed in pounds sterling or euros (all relating to our data services revenues). As the pound sterling or euro exchange rate changes, the U.S. equivalent of revenues denominated in foreign currencies changes accordingly. Due to the weakeningstrengthening of the U.S. dollar compared to the pound sterling and euro during 2018, our data services revenues were higher by $7 million in 2018 than in 2017. Due to the weakening of the pound sterling and euro compared to the U.S. dollar during 2017,2019, our data services revenues were lower by $8$9 million in 20172019 than in 2016.2018.
Data Services Revenues
Our data services revenues are primarily subscription-based and increased 1% in 2018 from 2017, and increased 5% in 20172019 from 2016. The increases in revenues in both 2018 and 2017 were primarily due to the strong retention rate of

existing customers, the addition of new customers, increased purchases by existing customers and increases in pricing of our products, partially offset by the divestitures of IDMS in March 2017 and Trayport in December 2017 within our desktop and connectivity business. The increase in revenue in 2017 from 2016 was also partially due to our acquisitions of TMX Atrium in May 2017 and BofAML's Global Research division’s index business in October 2017 and the impact of foreign currency translation.products.
Pricing and Analytics: Our pricing and analytics revenues increased 7% in 2018 from 2017 and increased 13% in 2017 from 2016. The increases in revenue were driven by the strong retention rate of existing customers, the addition of new customers, increased purchases by existing customers, increases in pricing of our products and the acquisition and further distribution of the ICE BofAML Indices.
Exchange Data and Feeds: Our exchange data and feeds revenues increased 6% in 2018 from 2017 and increased 5% in 2017 from 2016. The increases in revenues were driven by the strong retention rate of existing customers, the addition of new customers, increased purchases by existing customers and a larger share of the NMS Plan revenue.
Desktops and Connectivity: Our desktop and connectivity revenues decreased 17% in 2018 from 2017 and decreased 7% in 2017 from 2016 driven primarily by the divestitures of IDMS and Trayport in 2017.
Pricing and Analytics: Our pricing and analytics revenues increased 4% in 2019 from 2018. The increase in revenue was due to strength in our pricing and reference data and index businesses driven by the strong retention rate of existing customers, the addition of new customers, increased purchases by existing customers and increases in pricing of our products. This growth was partially offset by $5 million of unfavorable fluctuations in the U.S. dollar as compared to the pound sterling and euro.
Exchange Data and Feeds: Our exchange data and feeds revenues increased 5% in 2019 from 2018. The increase in revenue was largely due to strength in our futures exchange data and to a lesser extent cash equities exchange data. The growth was driven by the strong retention rate of existing customers, the addition of new customers, increased purchases by existing customers, a larger share of the NMS Plan revenue and increases in pricing of our products.
Desktops and Connectivity: Our desktop and connectivity revenues increased 5% in 2019 from 2018. The increase in revenue was driven primarily by growth in our connectivity services including the ICE Global Network, coupled with stronger desktop revenues.
Annual Subscription Value, or ASV, represents, at a point in time, the data services revenues subscribed for the succeeding 12 months. ASV does not include new sales, contract terminations or price changes that may occur during that 12-month period. ASV also does not include certain data services revenue streams that are not subscription-based. Revenue from ASV businesses has historically represented approximately 90% of our data revenues. Thus, while it is an indicative forward-looking metric, it does not provide a growth forecast of the next 12 months of data services revenues.
As of December 31, 2018,2019, ASV was $1.922$2.014 billion, which increased 6.1%5.5% compared to the ASV as of December 31, 2017.2018. This does not adjust for year-over-year foreign exchange fluctuations or impacts of acquisitions. Underpinning this growth is strength in our pricing & analytics business.

Listings Revenues
Listings revenues in our securities markets arise from fees applicable to companies listed on our cash equities exchanges -exchanges– original listing fees and annual listing fees. Original listing fees consist of two components: initial listing fees and fees related to corporate actions. Initial listing fees, subject to a minimum and maximum amount, are based on the number of shares that a company initially lists. All listings fees are billed upfront and the identified performance obligations are satisfied over time. Revenue related to the investor relations performance obligation is recognized ratably over a two-yearthe period these services are provided, with the remaining revenue recognized ratably over time as customers continue to list on our exchanges, which is generally estimated to be over a period of up to nine years for NYSE and up to five years for NYSE Arca and NYSE American.exchanges.
In addition, we earn corporate actions-related listing fees in connection with actions involving the issuance of new shares, such as stock splits, rights issues and sales of additional securities, as well as mergers and acquisitions. Listings fees related to other corporate actions are considered contract modifications of our listing contracts and are recognized ratably over time as customers continue to list on our exchanges, which is generally estimated to be a period ofsix years forexchanges.
In 2019, NYSE and three years for NYSE ArcaAmerican raised the most capital globally with approximately $112 billion raised in IPOs and NYSE American.
Our listings revenues increased 4% in 2018follow-on offerings from 2017 and decreased 1% in 2017 from 2016 due to changes in market conditions for IPOs.over 300 transactions.
Operating Expenses, Operating Income and Operating Margin
OurThe following chart summarizes our Data and Listings segmentsegment's operating expenses, increased $7 millionoperating income and operating margin (dollars in 2018 from 2017, and decreased $36 million in 2017 from 2016.millions). See “- Consolidated Operating Expenses” below for a discussion of the significant changes in our operating expenses. Our Data
Data and Listings Segment:Year Ended December 31,   Year Ended December 31,  
 2019 2018 Change 2018 2017 Change
Operating expenses$1,496
 $1,485
 1% $1,485
 $1,478
 %
Adjusted operating expenses(1)
$1,281
 $1,247
 3% $1,247
 $1,233
 1%
Operating income$1,164
 $1,074
 8% $1,074
 $1,032
 4%
Adjusted operating income(1)
$1,379
 $1,312
 5% $1,312
 $1,277
 3%
Operating margin44% 42% 2 pts
 42% 41% 1 pt
Adjusted operating margin(1)
52% 51% 1 pt
 51% 51% 














(1) The adjusted figures exclude items that are not reflective of our ongoing core operations and Listings segment operating income increased $42 millionbusiness performance. These adjusted numbers are not calculated in 2018 from 2017, and increased $136 million in 2017 from 2016. Our Data and Listings segment operating margins were 42%, 41% and 37% in 2018, 2017 and 2016, respectively. The operating income and operating margin increases during 2018 and 2017 were driven by the revenue increases discussed above.
Our Data and Listings segment adjusted operating expenses were $1.2 billion in 2018, 2017 and 2016. Our Data and Listings segment adjusted operating income was $1.3 billion, $1.3 billion and $1.2 billion in 2018, 2017 and 2016, respectively. Our Data and Listings segment adjusted operating margins were 51%, 51% and 49% in 2018, 2017 and 2016, respectively.accordance with GAAP. See “- Non-GAAP Financial Measures” below.


Consolidated Operating Expenses
The following presents our consolidated operating expenses (dollars in millions):


chart-fcff002dc629a4f90ce.jpg
chart-46d78d89fd3f5d8cb21.jpg
Year Ended  
 December 31,
   Year Ended  
 December 31,
  Year Ended  
 December 31,
   Year Ended  
 December 31,
  
2018 2017 Change 2017 2016 Change2019 2018 Change 2018 2017 Change
Compensation and benefits$994
 $946
 5 % $946
 $953
 (1)%$1,042
 $994
 5 % $994
 $946
 5 %
Professional services131
 121 8
 121 137 (12)125
 131 (5) 131
 121 8
Acquisition-related transaction and integration costs34
 36 (5) 36 80 (56)2
 34 (94) 34
 36 (5)
Technology and communication432
 397 9
 397 374 6
469
 432 8
 432
 397 9
Rent and occupancy68
 69 (2) 69 70 (1)68
 68 1
 68
 69 (2)
Selling, general and administrative151
 155 (3) 155 116 34
161
 151 7
 151
 155 (3)
Depreciation and amortization586
 535 10
 535 610 (12)662
 586 13
 586
 535 10
Total operating expenses$2,396
 $2,259
 6 % $2,259
 $2,340
 (3)%$2,529
 $2,396
 6 % $2,396
 $2,259
 6 %
The majority of our operating expenses do not vary directly with changes in our volume and revenues, except for certain technology and communication expenses, including data acquisition costs, licensing and other fee-related arrangements and a portion of our compensation expense that is tied directly to our data sales or overall financial performance.

We expect our operating expenses to increase in absolute terms in future periods in connection with our acquisitions andthe growth of our business, and to vary from year-to-year based on the type and level of our acquisitions, our integrations and other investments.
In 2019 and 2018, 201712% and 2016, 13%, 14% and 18%, respectively, of our operating expenses were incurred in pounds sterling or euros. Due to the weakening offluctuations in the U.S. dollar compared to the pound sterling and euro, in 2018, our consolidated operating expenses were higher by $12$14 million lower in 20182019 than in 2017. Due to the weakening of the pound sterling and euro as compared to the U.S. dollar in 2017, our consolidated operating expenses were lower by $14 million in 2017 than in 2016.2018. See Item 7(A) “- Quantitative and Qualitative Disclosures About Market Risk - Foreign Currency Exchange Rate Risk” below for additional information.
Compensation and Benefits Expenses
Compensation and benefits expense is our most significant operating expense and includes non-capitalized employee wages, bonuses, non-cash or stock compensation, certain severance costs, benefits and employer taxes. The bonus component of our compensation and benefits expense is based on both our financial performance and the individual employee performance. The performance-based restricted stock compensation expense is also based on our financial performance. Therefore, our compensation and benefits expense will vary year-to-year based on our financial performance and fluctuations in theour number of employees. The below chart summarizes the significant drivers of our compensation and benefits expense results for the periods presented (dollars in millions, except employee headcount).
As of December 31, 2018, we had 5,161 employees, compared to 4,952
 Year Ended December 31,  
 2019 2018 Change
Employee headcount5,989
 5,161
 16 %
Employee severance and retention costs excluding acquisitions$18
 $30
 (41)%
Stock-based compensation expenses$139
 $130
 7 %

Employee headcount and 5,631 as of December 31, 2017 and December 31, 2016, respectively. Our employee headcount increased in 2018 from 2017 primarily due to new employees related to the acquisitions of BondPoint in January 2018, CHX Holdings, Inc. and TMC Bonds in July 2018 and MERS in October 2018, partially offset by continued employee terminations associated with our integration of Interactive Data. Our employee headcount decreased in 2017 from 2016 primarily due to the divestitures in 2017 of IDMS, Trayport and NYSE Governance Services, and employee terminations in connection with our integration of Interactive Data, partially offset by new employees related to the acquisitions of ICE NGX and TMX Atrium in 2017. See “- Recent Developments” above.
Our compensation and benefits expenses increased in 20182019 from 20172018 primarily due the acquisitions of Simplifile in 2019 and CHX Holdings, Inc., the parent company of the Chicago Stock Exchange, or CHX, TMC Bonds and MERS in 2018 and the 2018 launch of Bakkt. Employee headcount also increased due to employee severance and retention costs and a net increasenew employees in our employee headcount, partially offset by a decreaseICE India office, who had previously been our contractors, during the three months ended December 31, 2019. These new businesses resulted in non-cash compensation expense. We incurred employee severance and retention costs of $41 million, $21 million and $10 million in 2018, 2017 and 2016, respectively. The decrease inadditional compensation and benefits expense of $57 million in 2019 from 2018. Stock-based compensation expenses in 2017 from 2016 was minimal.
Non-cash compensation expenses recognized in our consolidated financial statements forthe table above relate to employee stock optionsoption and restricted stock were $130 million, $135 million and $123 million in 2018, 2017 and 2016, respectively. The decrease in non-cash compensation expenses in 2018 from 2017 was primarily related to a change in ICE’s non-cash incentive plans that reduced the overall amount of non-cash incentives awarded. The increase in non-cash compensation expenses in 2017 from 2016 primarily relates to the integration of the Interactive Data employees into the ICE non-cash incentive plans.awards.
Professional Services Expenses
ThisProfessional services expense includes fees for consulting services received on strategic and technology initiatives, temporary labor, as well as regulatory, legal and accounting fees, and may fluctuate as a result of changes in consulting and technology services, temporary labor, and regulatory, accounting and legal proceedings.
Professional services expenses increaseddecreased in 20182019 from 20172018 primarily due to lower consulting service fees on regulatory, accounting, technology and legal fees related to software development consulting costs. Professional services expenses decreased in 2017 from 2016 primarily due to the continued reduction in professional services and contractors at NYSE. We eliminated or replaced certain contractor positions with full-time employees at NYSE in 2016. In addition, during 2016, we recorded a credit from a third-party service provider related to fees charged in a prior period. Legal fees, which are included in professional services expenses, primarily related to class action lawsuits in which NYSEreference data services. This was a defendant. These decreases were partially offset by professional services expenses incurred by Interactive Data, Trayport, Securities Evaluationshigher legal fees associated with regulatory matters, litigation matters and Credit Market Analysis.consulting work related to strategic initiatives.
Acquisition-Related Transaction and Integration Costs
In 2019, we incurred $2 million in acquisition-related transaction and integration costs, primarily related to professional services costs from our 2019 acquisition of Simplifile and other strategic opportunities.
In 2018, we incurred $34 million in acquisition-related transaction and integration costs, primarily relating to employee terminations and lease terminations in connection with our our integrations of Interactive Data, Securities Evaluations and

Credit Market Analysis, professional services costs from our 2018 acquisitions, and a $5 million banker success fee in connection with our acquisition of TMC Bonds. The integration of Interactive Data was completed by June 30, 2018.
In 2017, we incurred $36 million in acquisition-related transaction and integration costs, primarily relating to our integrations of Interactive Data, Securities Evaluations and Credit Market Analysis and our acquisitions of BondPoint, TMX Atrium, the ICE BofAML Indices and NYSE National. Of this amount, $11 million was primarily related to the acquisitions. We incurred $25 million for Interactive Data, Securities Evaluations and Credit Market Analysis integration costs relating to employee and lease termination costs and professional services costs.
In 2016, we incurred $80 million in acquisition-related transaction and integration costs primarily relating to our integrations of Interactive Data and NYSE, legal and professional fees related to the Trayport CMA review, our investment in MERS, our acquisitions of Securities Evaluations and Credit Market Analysis, and various other potential and discontinued acquisitions. Of this amount, $41 million was primarily related to the acquisitions and other transaction costs. We incurred $39 million for Interactive Data and NYSE integration costs during 2016, primarily relating to employee and lease termination costs and professional services costs. The integration of NYSE was completed in 2016 and no NYSE integration costs were incurred after 2016.
We expect to continue to explore and pursue various potential acquisitions and other strategic opportunities to strengthen our competitive position and support our growth. As a result, we may incur acquisition-related transaction costs in future periods. See “- Non-GAAP Financial Measures” below.

Technology and Communication Expenses
Technology support services consist of costs for running our wholly-owned data centers, hosting costs paid to third-party data centers, and maintenance of our computer hardware and software required to support our technology and cybersecurity. These costs are driven by system capacity, functionality and redundancy requirements. Communication expenses consist of costs for network connectionconnections for our electronic platforms and telecommunications costs,costs.
Technology and communications expense also includes fees paid for access to external market data. This expense also includesdata, licensing and other fee agreement expenses, which may be impacted by growth in electronic contract volume, our capacity requirements, changes in the number of telecommunications hubs and connections with customers to access our electronic platforms directly. Beginning in the second quarter of 2019, we have reflected amounts owed under certain third-party revenue share arrangements as technology and communication operating expenses rather than as had been previously recorded net within transaction and clearing revenues, which resulted in an increase in technology and communications expense of $37 million in 2019 from 2018. 
TechnologyTotal technology and communications expenses also increased in 20182019 from 2017, primarily2018, due to $17$16 million in costs related to our acquisitions of CHX, TMC Bonds and MERS in 2018 and Simplifile in 2019, and our launch of Bakkt. The increase in 2019 was offset by additional costs related to data center migrations, hardware support upgrades and cybersecurity investments $11of $17 million in increased costs related to our recent acquisitions, net of divestitures, and $7 million in increased costs for external market data content acquisition and revenue share agreements related to our product offering. Technology and communications expenses increased in 2017 from 2016, primarily due to $14 million in increased hardware support upgrades and cybersecurity investments, and $10 million in costs related to our recent acquisitions, net of divestitures.2018.
Rent and Occupancy Expenses
Rent and occupancy expense relates to leased and owned property and includes rent, maintenance, real estate taxes, utilities and other related costs. We have significant operations located in and around Atlanta, New York and London with smaller offices located throughout the world. See Item 2 “- Properties” above for additional information regarding our leased and owned property.
Excluding the impact of the acquisitions, rent and occupancy expenses decreased the last two years primarily due to reduced rent and occupancy costs realized from the continued consolidation of our Atlanta, New York and London office locations.
Selling, General and Administrative Expenses
Selling, general and administrative expenses include marketing, advertising, public relations, insurance, bank service charges, dues and subscriptions, travel and entertainment, non-income taxes and other general and administrative costs.
Selling, general and administrative expenses decreased in 2018 from 2017, primarily due to $14 million in accruals relating to SEC investigations and inquiries made during 2017. Selling, general and administrative expenses increased in 20172019 from 2016,2018, primarily due to the$5 million in costs related to our 2018 acquisitions of Securities EvaluationsCHX, TMC Bonds, and Credit Market AnalysisMERS, our 2019 acquisition of Simplifile and $14 million in accruals relating to SEC investigationsour launch of Bakkt, and inquiries. Excluding the impact of acquisitionsincreased travel and the SEC investigationsentertainment and inquiries, selling,other general and administrative expenses decreasedcosts, partially offset by the last two years primarily due to lower marketing expenses. Refer to Note 15 to our consolidated financial statements, included elsewhere in this Annual Report, for more information on the SEC investigations and inquiries.

release of non-income tax reserves.
Depreciation and Amortization Expenses
Depreciation and amortization expense results from depreciation of long-lived assets such as buildings, leasehold improvements, planes,aircraft, hardware and networking equipment, software, furniture, fixtures and equipment over their estimated useful lives. This expense includes amortization of intangible assets obtained in our acquisitions of businesses, as well as on various licensing agreements, over their estimated useful lives. Intangible assets subject to amortization consist primarily of customer relationships, trading products with finite lives and technology. This expense also includes amortization of internally-developed and purchased software over its estimated useful life.
We recorded amortization expenses on intangible assets acquired as part of our acquisitions, as well as on other intangible assets, of $311 million and $289 million $272 millionin 2019 and $323 million in 2018, 2017 and 2016, respectively. Amortization expense increased in 20182019 from 2017,2018, as a result of ICE NGX, BondPoint,CHX, TMC Bonds and MERS intangible assets, and the $31 million impairment loss on exchange registration intangible assets on ICE BofAML Indices, MERS and TMX Atrium intangible assets. In addition, inFutures Singapore, partially offset by the 2018 we recorded a $4 million impairment loss on exchange registration intangible assets related to our closure of ICE Futures Canada and ICE Clear Canada as amortization expense. This increase in amortization expense was partially offset by a decrease in amortization recorded on our Russell license intangible assets in 2018 from 2017 due to these assets becoming fully amortized, and amortization expense recorded in 2017 as a result of the net loss of $6 million on the sale of NYSE Governance Services.
The decrease in the amortization expenses recorded on the intangible assets in 2017 from 2016 is primarily due to a reduction in amortization expenses recorded on intangible assets which became fully amortized (primarily related to certain of the NYSE intangible assets) and the divestitures of Trayport and NYSE Governance Services, partially offset by amortization expenses recorded on the Securities Evaluations, Credit Market Analysis, ICE NGX and TMX Atrium intangible assets. In 2016, we recorded an impairment of the Creditex customer relationship intangible asset of $33 million, which was recorded in depreciation and amortization expenses. In 2016, we sold certain of Creditex’s U.S. voice brokerage operations to Tullett Prebon and discontinued Creditex’s U.K. voice brokerage operations. We continue to operate Creditex’s electronically traded markets and systems, post-trade connectivity platforms and intellectual property.Canada.
We recorded depreciation expenses on our fixed assets of $320 million and $293 million $257 millionin 2019 and $254 million in 2018, 2017 and 2016, respectively, with therespectively. The increase in 2019 over 2018 was primarily due to depreciation resulting from increased software development.development and networking equipment.

Consolidated Non-Operating Income (Expense)
Income and expenses incurred through activities outside of our core operations are considered non-operating. The following tables present our non-operating income (expenses) (dollars in millions):
Year Ended
December 31,
   Year Ended
December 31,
  Year Ended
December 31,
   Year Ended
December 31,
  
2018 2017 Change 2017 2016 Change2019 2018 Change 2018 2017 Change
Other income (expense):                      
Interest income$22
 $8
 174 % $8
 $3
 135%$35
 $22
 55 % $22
 $8
 174 %
Interest expense$(244) $(187) 31 % $(187) $(178) 5%(285) (244) 17
 (244) (187) 31
Other income, net159
 326
 (51) 326
 46
 n/a
58
 159
 (63) 159
 326
 (51)
Total other income (expense), net$(63) $147
 n/a
 $147
 $(129) n/a
$(192) $(63) 203 % $(63) $147
 n/a
                 
    
Net income attributable to non-controlling interest$(32) $(28) 12 % $(28) $(27) 5%$(27) $(32) (17)% $(32) $(28) 12 %
Interest Income
We recognized interest income on our investments of $22 million, $8 million and $3 million during 2018, 2017 and 2016, respectively. Interest income increased in 20182019 from 20172018 primarily due to a rise in short-term interest rates on various investments.investments, as well as higher cash and restricted cash balances at ICE Clear Europe related to our guaranty fund contributions and increased regulatory capital.
Interest Expense
Interest expense increased in 20182019 from 2017,2018 primarily due to an increase in the principal and coupon of our bond refinancing in August 2018, as well as a rise in short-term interest rates impacting our Commercial Paper Program. Interest expense increased in 2017 from 2016, primarily due to interest expense that we recognized relating to our bond refinancing in August 2017, partially offset by the September 2017 repayment of $850 million of 2.00% senior unsecured fixed rate notes that were due in October 2017. See “- Debt” below.

Other income, net
In December 2017, we sold Trayport to TMX Group for £550 million ($733 million). We recognized a net gain of $110 million on the divestiture of Trayport, which was recorded as other income in 2017.
In connection with Cetip’s merger with BM&FBOVESPA S.A., now B3, and its subsequent sale,our equity investment in Euroclear, we recognized a $176 million realized investment gain in other income in 2017 and $9 million in foreign exchange losses and transaction expenses in other expense in 2017. We recognized dividend income received relating to our investmentof $19 million and $15 million in Cetip2019 and 2018, respectively, which is included in other income, which was $5income.
In September 2019, we recorded promissory note impairment charges of $16 million on work performed by the original plan processor on the CAT. Due to delays and $17 millionfailures in 2017implementation and 2016, respectively. We no longer receive dividends from Cetip subsequent to its salefunctionality by the original plan processor, as well as recently-published proposals by the SEC for an amended timeline and implementation structure, we believe the risk that execution venues are not reimbursed has increased, resulting in the first quarter of 2017.this impairment.
We account for ourOur equity method investments in Theinclude the Options Clearing Corporation, or OCC, and prior to purchasing the remaining minority stake in MERS until ourin October 2018, acquisition of MERS, as equity method investments.our majority investment in MERS. We recognized $46 million, $36$62 million and $25$46 million in equity income as other income related to these investments during 2019 and 2018, 2017 and 2016, respectively, as other income. respectively.
Prior to October 2018, we owned a majority stake in MERS and treated it as an equity method investment because we did not have the ability to control its operations. On October 3, 2018, we completed the purchase of all remaining interests of MERS and subsequently own 100% of MERS. On that date, we gained control of MERS, began to include MERS's results as part of our consolidated operations and recognized a $110 million gain on our initial investment value in MERS as other income. MERS
We own a 40% interest in the OCC, which is now part of ICE Mortgage Services.
In connection with our equity investmentregulated by the SEC and the CFTC. On February 13, 2019, the SEC disapproved the OCC capital plan that was established in Euroclear,2015. Following the SEC disapproval, the OCC also announced that it will not be providing a refund to clearing members or declaring a dividend to shareholders for the year ended December 31, 2018, which resulted in higher reported OCC 2018 net income than we had estimated. During 2019, we recognized dividend income$62 million of $15equity earnings as our share of estimated OCC profits, including $19 million inrelated to 2018 earnings which iswas recognized during 2019. Refer to Note 4 to our consolidated financial statements, included in other income.this Annual Report for additional details on our OCC investment.
In connection with our adoption of Accounting Standards Update, or ASU, 2017-07, Compensation Retirement Benefits: Improving the Presentation of Net Periodic Pension Cost and Net Periodic Postretirement Benefit Cost, or ASU 2017-07, we are recognizing the other components of net benefit cost of our defined
benefit plans in the income statement as non-operating income on a full retrospective basis. The combined net periodic (expense) benefitexpense of these plans was ($8 million)$4 million and $9$8 million in 2019 and 2018, and 2017, respectively.
We incurred foreign currency transaction losses of $5 million and $2 million $4 millionin 2019 and $1 million in 2018, 2017 and 2016, respectively. This was primarily attributable to the fluctuations of the pound sterling and euro relative to the U.S. dollar. Foreign currency transaction gains

and losses are recorded in other income, net, when the settlement of foreign currency assets, liabilities and payables that occur through our foreign operations that are received in non-functional currencies due to the increase or decrease in the period-end foreign currency exchange rates between periods. See Item 7A “- Quantitative and Qualitative Disclosures About Market Risk - Foreign Currency Exchange Rate Risk” included elsewhere in this Annual Report for more information on these items.
Non-controlling Interest
For consolidated subsidiaries in which our ownership is less than 100%, and for which we have control over the assets, liabilities and management of the entity, the outside stockholders’ interests are shown as non-controlling interest in our consolidated financial statements.interests. As of December 31, 2016,2019, our non-controlling interests includedinclude those related to the operating results of our CDS clearing subsidiaries in which non-ICE limited partners held a 42.5% net profit sharing interest; ICE Endex in which Gasunie held a 21% ownership interest; and ICE Clear Netherlands in which ABN AMRO Clearing held a 25% ownership interest.
In 2017, we purchased both Gasunie’s 21% interest in ICE Endex and ABN AMRO Clearing’s 25% interest in ICE Clear Netherlands. Subsequent to these acquisitions, we own 100% of ICE Endex and ICE Clear Netherlands and no longer include any non-controlling interest related to either company in our consolidated financial statements. In addition, in 2017, we purchased 12.6% of the net profit sharing interest in our CDS clearing subsidiaries from several non-ICE limited partners and the remainingredeemable non-controlling interests of the non-ICE partners held a 29.9% net profit sharing interest in our CDS clearing subsidiaries as of December 31, 2017.Bakkt.
During September 2018, we purchased a 3.2% interest in a non-ICE limited partner of our CDS clearing subsidiaries, and the remaining non-ICE limited partners hold a 26.7% ownership interest as of December 31, 2018. As of December 31, 2018, there are no other non-controlling interests included in our consolidated financial statements, other than that related to the non-ICE partners in Bakkt.2019. Refer to Note 3 to our consolidated financial statements contained elsewhere in this Annual Report.
In December 2018, Bakkt Holdings, LLC, or Bakkt, a newly formed entity, was capitalized with $183 million in initial funding by uswith ICE as the majority owner, along with a group of other minority investors. We hold a call option over these interests subject to certain terms, similarlyterms. Similarly, the non-ICE partners in Bakkt hold a put option to require us to repurchase their interests subject to certain

terms. These minority interests are reflected as redeemable non-controlling interests in temporary equity within our consolidated balance sheet.
Consolidated Income Tax Provision
Consolidated income tax expense (benefit) was $521 million and $500 million ($28 million)in 2019 and $586 million in 2018, 2017 and 2016, respectively. The change in consolidated income tax expense (benefit) between years is primarily due to the tax impact of changes in our pre-tax income and the changes in our effective tax rate each year.rate. Our effective tax rate was 20%, (1)%21% and 29%20% in 2019 and 2018, 2017 and 2016, respectively.
The 2019 effective tax rate in 2018 is lowerhigher than the federal statutory2018 effective tax rate primarily due to the enactment2018 discrete tax benefits from the acquisition of MERS and the divestiture of Trayport exceeding the net increased tax benefits recorded in 2019 from certain international tax provisions under the TCJA.
On December 22, 2017, the TCJA which reducedwas signed into law. The TCJA enacted broad changes to the U.S. corporatefederal income tax code, including reducing the federal corporation income tax rate from 35% to 21% effective January 1, 2018. The 2018 effective tax rate was further reduced due to tax benefits from the acquisition of MERS, deferred tax benefits from changes in estimates and additional tax benefits associated with our sale of Trayport in 2017. See “- Recent Developments” above. The effective tax rates in 2017 and 2016 are lower than the federal statutory rate primarily due to favorable U.S. and U.K. tax law changes and favorable foreign income tax rate differentials, partially offset by state income taxes. Favorable foreign income tax rate differentials result primarily from lower income tax rates in the U.K. and various other lower tax jurisdictions as compared to the historical income tax rates in the U.S.
. The reductions in U.S. and U.K. corporate income tax rates resulted in deferred tax benefits in the respective periodsperiod of enactment. The impact of the deferred tax benefits for the U.S. and U.K. corporate income tax rate reductions in 2017 and 2016 lowered the 2017 effective tax ratesrate by 30% and 2%, respectively, and resulted in deferred tax benefits of $764 million and $34 million, respectively.
The decrease in the effective tax rate in 2017 from 2016, is primarily due to thea deferred tax benefit associated with the future U.S. income tax rate reduction and tax benefits associated with a divestiture in the second quarter of 2017, partially offset by the deferred tax benefit from the U.K. corporate income tax reduction in the third quarter of 2016, additional tax expense from an Illinois corporate income tax rate increase enacted in the third quarter of 2017, and an income tax expense increase due to a relatively higher U.S. mix of income in 2017. $764 million.
See Note 13 to our consolidated financial statements and related notes, which are included in this Annual Report, for additional information on these tax items.

Quarterly Results of Operations
The following quarterly unaudited condensed consolidated statements of income data havehas been prepared on substantially the same basis as our audited consolidated financial statements and includeincludes all adjustments, consisting only of normal recurring adjustments, necessary for the fair presentation of our consolidated results of operations for the quarters presented. The historical results for any quarter do not necessarily indicate the results expected for any future period. This unaudited condensed consolidated quarterly data should be read together with our consolidated financial statements and related notes included in this Annual Report. The following table sets forth quarterly consolidated statements of income data (in millions):
 Three Months Ended,
 December 31,
2018
 September 30, 2018 June 30, 2018 March 31, 2018 December 31, 2017 September 30, 2017 June 30, 2017 March 31, 2017
Revenues:               
Energy futures and options contracts$257
 $223
 $250
 $235
 $227
 $223
 $231
 $228
Agricultural and metals futures and options contracts54
 58
 74
 65
 49
 49
 62
 56
Financial futures and options contracts92
 77
 94
 91
 72
 82
 89
 83
Cash equities and equity options462
 335
 389
 438
 365
 355
 390
 381
Fixed income and credit83
 56
 45
 56
 32
 37
 33
 37
OTC and other transactions13
 11
 12
 13
 13
 12
 12
 13
Total transaction and clearing, net961
 760
 864
 898
 758
 758
 817
 798
Pricing and analytics264
 263
 262
 254
 248
 242
 242
 238
Exchange data and feeds174
 168
 164
 164
 160
 156
 161
 155
Desktops and connectivity101
 99
 100
 102
 117
 120
 118
 127
Total data services539
 530
 526
 520
 525
 518
 521
 520
Listings112
 112
 111
 109
 104
 105
 109
 108
Other revenues65
 61
 55
 53
 54
 54
 49
 45
Total revenues1,677
 1,463
 1,556
 1,580
 1,441
 1,435
 1,496
 1,471
Transaction-based expenses369
 263
 310
 355
 295
 289
 316
 305
Total revenues, less transaction-based expenses1,308
 1,200
 1,246
 1,225
 1,146
 1,146
 1,180
 1,166

Three Months Ended,Three Months Ended,
December 31,
2018
 September 30, 2018 June 30, 2018 March 31, 2018 December 31, 2017 September 30, 2017 June 30, 2017 March 31, 2017December 31,
2019
 September 30, 2019 June 30, 2019 March 31, 2019 December 31,
2018
 September 30, 2018 June 30, 2018 March 31, 2018
Revenues:               
Energy futures and options contracts$243
 $265
 $255
 $229
 $257
 $223
 $250
 $235
Agricultural and metals futures and options contracts57
 60
 72
 62
 54
 58
 74
 65
Financial futures and options contracts80
 91
 78
 83
 92
 77
 94
 91
Cash equities and equity options442
 401
 410
 390
 462
 335
 389
 438
Fixed income and credit96
 101
 80
 87
 83
 56
 45
 56
OTC and other transactions11
 11
 12
 11
 13
 11
 12
 13
Total transaction and clearing, net929
 929
 907
 862
 961
 760
 864
 898
Pricing and analytics274
 273
 270
 266
 264
 263
 262
 254
Exchange data and feeds176
 172
 180
 176
 174
 168
 164
 164
Desktops and connectivity109
 108
 103
 104
 101
 99
 100
 102
Total data services559
 553
 553
 546
 539
 530
 526
 520
Listings113
 114
 111
 111
 112
 112
 111
 109
Other revenues66
 67
 63
 64
 65
 61
 55
 53
Total revenues1,667
 1,663
 1,634
 1,583
 1,677
 1,463
 1,556
 1,580
Transaction-based expenses369
 327
 336
 313
 369
 263
 310
 355
Total revenues, less transaction-based expenses1,298
 1,336
 1,298
 1,270
 1,308
 1,200
 1,246
 1,225
Compensation and benefits262
 251
 241
 240
 229
 234
 236
 247
274
 261
 259
 248
 262
 251
 241
 240
Professional services40
 32
 29
 30
 27
 30
 32
 32
28
 35
 29
 33
 40
 32
 29
 30
Acquisition-related transaction and integration costs1
 6
 15
 12
 9
 4
 9
 14
1
 
 1
 
 1
 6
 15
 12
Technology and communication112
 107
 108
 105
 103
 99
 97
 98
123
 126
 113
 107
 112
 107
 108
 105
Rent and occupancy18
 17
 16
 17
 17
 17
 17
 18
16
 17
 18
 17
 18
 17
 16
 17
Selling, general and administrative42
 37
 39
 33
 38
 38
 38
 41
45
 33
 41
 42
 42
 37
 39
 33
Depreciation and amortization157
 148
 143
 138
 131
 128
 142
 134
189
 158
 157
 158
 157
 148
 143
 138
Total operating expenses632
 598
 591
 575
 554
 550
 571
 584
676
 630
 618
 605
 632
 598
 591
 575
Operating income676
 602
 655
 650
 592
 596
 609
 582
622
 706
 680
 665
 676
 602
 655
 650
Other income (expense), net (1)
62
 (48) (44) (33) 79
 (33) (42) 143
(35) (66) (52) (39) 62
 (48) (44) (33)
Income tax expense (benefit) (2)
119
 89
 149
 143
 (568) 186
 140
 214
Income tax expense134
 103
 150
 134
 119
 89
 149
 143
Net income$619
 $465
 $462
 $474
 $1,239
 $377
 $427
 $511
$453
 $537
 $478
 $492
 $619
 $465
 $462
 $474
Net income attributable to non-controlling interest(8) (7) (7) (10) (6) (6) (8) (8)(5) (8) (6) (8) (8) (7) (7) (10)
Net income attributable to Intercontinental Exchange, Inc.$611
 $458
 $455
 $464
 $1,233
 $371
 $419
 $503
$448
 $529
 $472
 $484
 $611
 $458
 $455
 $464

(1) Other income (expense), net includesfor the following:three months ended December 31, 2018 includes a $110 million gain in connection with our acquisition of MERS (see “- Recent Developments” above); a $110 million gain on our sale of Trayport for the three months ended December 31, 2017; and in connection with the Cetip merger and its subsequent sale, $9 million in foreign tax losses and transaction expenses for the three months ended June 30, 2017 and a $176 million realized investment gain for the three months ended March 31, 2017.MERS.
(2) The decrease in the income tax expenses for the three months ended December 31, 2017 is primarily due to a $764 million deferred tax benefit associated with future U.S. income tax reductions, and the decrease for the three months ended June 30, 2017 is primarily due to the tax benefit associated with a divestiture. See “- Consolidated Income Tax Provision” above.


Liquidity and Capital Resources
Below are charts that reflect our capital allocation. The acquisition and integration costs in the chart below includes cash paid for acquisitions, net of cash received for divestitures, cash paid for equity investments, cash paid for non-controlling interest and redeemable non-controlling interest, and the acquisition-related transaction and integration costs, net of divestitures, in each year.
chart-3d9c459c8edb528db36.jpgchart-7ffed4d4e6bf5afb935.jpg
chart-03c68112d39b5aeb8e8.jpgchart-e48a0fd84eb25a10a5b.jpgchart-1a86335bda31591cafa.jpgchart-ed7e97ebe6d751b396e.jpgchart-892f2a9a69a858afac6.jpgchart-7dcdf746c2c254c9993.jpgchart-82f192aa5c465cf4919.jpgchart-b30f03475e035246b53.jpg
We have financed our operations, growth and cash needs primarily through income from operations and borrowings under our various debt facilities. Our principal capital requirements have been to fund capital expenditures, working capital, strategic acquisitions and investments, stock repurchases, dividends and the development of our technology platforms. We believe that our cash on hand and cash flows from operations will be sufficient to repay our outstanding debt, but we may also need to incur additional debt or issue additional equity securities in the future. See “- Future Capital Requirements” below.
See “- Recent Developments” above for a discussion of the acquisitions and investments that we made during 2018.2019. These acquisitions and investments were initially funded from borrowing under our Commercial Paper Program along with cash flows from operations and subsequently refinanced with our 2018 debt issuance.operations.
Our Commercial Paper Program enables us to borrow efficiently at reasonable short-term interest rates and provides us with the flexibility to de-lever using our strong annual cash flows from operating activities whenever our leverage becomes elevated as a result of investment or acquisition activities. We repaid ahad net amountissuances of $283$360 million under our Commercial Paper Program during 2018.2019.
Upon maturity of our commercial paper and to the extent old issuances are not repaid by cash on hand, we are exposed to the rollover risk of not being able to issue new commercial paper. To mitigate this risk, we maintain an undrawn back-stop bank revolving credit facility for an aggregate amount equaling at any timewhich meets or exceeds the amount issued under our Commercial Paper Program.Program at any time. If we were not able to issue new commercial paper, we have the option of drawing on the back-stop revolving

facility. However, electing to do so would result in higher interest expense. For a discussion of our Commercial Paper Program and other indebtedness, see “- Debt” below.

Consolidated cash and cash equivalents were $724$841 million and $535$724 million as of December 31, 20182019 and 2017,2018, respectively. We had $1.1$1.3 billion and $1.0$1.1 billion in short-term and long-term restricted cash and cash equivalents as of December 31, 2019 and 2018, and 2017, respectively. We consider all short-term, highly-liquid investments with original maturity dates of three months or less to be cash equivalents. We classify all investments with original maturity dates in excess of three months but less than one year as short-term investments and all investments that we intend to hold for more than one year as long-term investments. Short-term and long-term investments are included in other current and other non-current assets, respectively. Cash and cash equivalents that are not available for general use, either due to regulatory requirements or through restrictions in specific agreements, are classified as restricted cash and cash equivalents and investments.
As of December 31, 2018,2019, the amount of unrestricted cash held by our non-U.S. subsidiaries was $253$459 million. Due to U.S. tax reform, a significant amountthe majority of 2018 current-year undistributedour foreign earnings within our non-U.S. subsidiaries (in excess of their unrestricted cash balance) have been subject to the Global Intangible Low-Taxed Income provisions under the TCJA. Accordingly, these earningssince January 1, 2018 have been subject to immediate U.S. income taxation, and anyconsequently, the existing non-U.S. unrestricted cash balancesbalance can be distributed to the U.S. in the future with no material additional income tax consequences.
Our cash and cash equivalents and financial investments are managed as a global treasury portfolio of non-speculative financial instruments that are readily convertible into cash, such as overnight deposits, term deposits, money market funds, mutual funds for treasury investments, short duration fixed income investments and other money market instruments, thus ensuring high liquidity of financial assets. We may invest a portion of our cash in excess of short-term operating needs in investment-grade marketable debt securities, including government or government-sponsored agencies and corporate debt securities.
Repurchases of our common stock may be made from time to time on the open market, through established trading plans, in privately-negotiated transactions or otherwise, in accordance with all applicable securities laws, rules and regulations. In 2018, 20172019 and 2016,2018, we repurchased 16.3 million shares, 15.017.4 million shares and 0.916.3 million shares, respectively, of our outstanding common stock at a cost of $1.5 billion and $1.2 billion, $949respectively. In 2019, we repurchased 16.1 million shares of our outstanding common stock at a cost of $1.4 billion under our Rule 10b5-1 trading plan and $501.3 million respectively. The shares at a cost of $100 million on the open market. Shares repurchased are held in treasury stock and were completed on the open market and under Rule 10b5-1 trading plans.stock.
From time to time, we enter into Rule 10b5-1 trading plans, as authorized by our Board of Directors, to govern some or all of the repurchases of our shares of common stock. The timing and extent of future repurchases that are not made pursuant to a Rule 10b5-1 trading plan will be at our discretion and will depend upon many conditions. In making a determination regarding any stock repurchases, management considers multiple factors, including overall stock market conditions, our common stock price movements,performance, the remaining amount authorized for repurchases by our Board of Directors, the potential impact of a stock repurchase program on our corporate debt ratings, our expected free cash flow and working capital needs, our current and future planned strategic growth initiatives, and other potential uses of our cash and capital resources.
In August 2016, our Board of Directors approved an aggregate of $1.0 billion for future repurchases of our common stock with no fixed expiration date. In September 2017, our Board of Directors approved an aggregate of $1.2 billion for future repurchases of our common stock with no fixed expiration date that became effective on January 1, 2018. In September 2018, our Board of Directors approved an aggregate of $2.0 billion for future repurchases of our common stock with no fixed expiration date that became effective January 1, 2019. In December 2019, our Board of Directors approved an aggregate of $2.4 billion for future repurchases of our common stock with no fixed expiration date that became effective January 1, 2020. The $2.4 billion replaced the previous amount approved by the Board of Directors. We expect this authorization to provide us with capacity for buybacks over six quarters and flexibility to act opportunistically. We expect funding for any share repurchases to come from our operating cash flow or borrowings under our Commercial Paper Program or our debt facilities.
We may discontinue stock repurchases at any time and may amend or terminate a Rule 10b5-1 trading plan at any time. The approval of our Board of Directors for the share repurchases does not obligate us to acquire any particular amount of our common stock. In addition, our Board of Directors may increase or decrease the amount of capacity we have for repurchases from time to time.

Cash Flow
The following table presents the major components of net changes in cash, cash equivalents, and restricted cash and cash equivalents (in millions):

 Year Ended December 31,
2018 2017 2016
Net cash provided by (used in):     
Operating activities$2,533
 $2,085
 $2,149
Investing activities(1,755) 92
 (860)
Financing activities(463) (1,971) (1,462)
Effect of exchange rate changes(11) 12
 (24)
Net increase (decrease) in cash, cash equivalents, and restricted cash and cash equivalents$304
 $218
 $(197)

In the fourth quarter of 2017, we adopted a new accounting standard, FASB ASU 2016-18, which requires that the changes in the total cash, cash equivalents, and restricted cash and cash equivalents be reflected in the statement of cash flows. As a result, we no longer present transfers between cash and cash equivalents and restricted cash and cash equivalents in our statement of cash flows. We have reclassified changes in restricted cash from cash flows provided by (used in) investing activities, to the total change in beginning and end-of-year total changes. Our statements of cash flows for 2018, 2017 and 2016 reflect this change.
 Year Ended December 31,
2019 2018 2017
Net cash provided by (used in):     
Operating activities$2,659
 $2,533
 $2,085
Investing activities(594) (1,755) 92
Financing activities(1,753) (463) (1,971)
Effect of exchange rate changes4
 (11) 12
Net increase in cash, cash equivalents, and restricted cash and cash equivalents$316
 $304
 $218
Operating Activities
Net cash provided by operating activities primarily consists of net income adjusted for certain non-cash items, including depreciation and amortization and the effects of changes in working capital.
The $448$126 million increase in net cash provided by operating activities in 20182019 from 2017,2018, is primarily a result of thean increase in our net income, excluding our netcertain non-cash adjustments such as the 2018 non-cash gain on MERS and the $31 million impairment loss on the ICE Futures Singapore exchange registration intangible asset in 2019. The remaining increase is due to fluctuations in our working capital less cash paid for income taxes in 2018 than in 2017, and a $136 million contribution that was made to our pension plan in 2017. The non-cash adjustments include our MERS investment gainthe timing of $110 million during 2018,various payments such as well as our deferred tax benefit of $764 million due to tax reform, our gain on the sale of our Cetip investment of $114 milliontransaction-related expenses and our Trayport gain of $110 million during 2017. The $136 million contribution to our pension plan in 2017 allowed us to reach 99% funding of our pension obligation and allowed us to immunize the liability against future market fluctuations. For additional information on our pension plan, refer to Note 16 to our consolidated financial statements.
The $64 million decrease in net cash provided by operating activities in 2017 from 2016 is primarily due to the $136 million pension plan contribution in 2017, compared to a $10 million contribution in 2016.taxes.
Investing Activities
Consolidated net cash provided by (used in) investing activities in 2018, 20172019 and 2016 primarily2018 relates to cash paid for acquisitions, cash received from divestitures, net cash received from the sale of our investment in Cetip, purchases of investments, proceeds from term deposits, a return of capital related to our investment in OCC, proceeds from investments related to MERS and changes in capital expenditures and capitalized software development costs.
We paid cash for acquisitions, net of the cash of the companies acquired, of $352 million and $1.2 billion $423 millionin 2019 and $425 million, in 2018, 2017 and 2016, respectively, primarily relating to the Simplifile acquisition during 2019 and the BondPoint, TMC Bonds and MERS acquisitions during 2018, the ICE NGX, Shorcan Energy, now named CalRock Brokers, Inc., or CalRock, the ICE BofAML indices and TMX Atrium acquisitions during 2017, and the Securities Evaluations and Credit Market Analysis acquisitions during 2016. In 2017, we received $761 million relating to the sales of Trayport, IDMS and NYSE Governance Services and we received net cash proceeds from the sale of our investment in Cetip of $438 million.2018. We made cash investments of $306 million $327 million and $70 million during 2018 2017related to Euroclear and 2016, respectively,MERS.
In 2019, we had a $60 million return of capital related to our equity method investment in Euroclear, MERS andthe OCC. See “- Recent Developments” aboveRefer to Note 4 to our consolidated financial statements, included in this Annual Report for moreadditional details on our 2018 acquisitions, divestitures and investments.OCC investment.
We had capital expenditures of $153 million and $134 million $220 millionin 2019 and $250 million in 2018, 2017 and 2016, respectively, and we had capitalized software development expenditures of $152 million and $146 million $137 millionin 2019 and $115 million in 2018, 2017 and 2016, respectively. The capital expenditures primarily relate to hardware and software purchases to continue the development and expansion of our electronic platforms, data services and clearing houses and leasehold improvements associated with the new and renovated office spaces in Atlanta, New York, London and London.India. The software development expenditures primarily relate to the continued development and expansion of our electronic trading platforms, data services and clearing houses.
Financing Activities
Consolidated net cash used in financing activities in 2019 primarily relates to $1.5 billion in repurchases of common stock, $360 million in net borrowings under our Commercial Paper Program, $621 million in dividend payments to stockholders and $65 million in cash payments related to treasury shares received for restricted stock tax payments and stock options exercises.
Consolidated net cash used in financing activities in 2018 primarily relates to $1.2 billion in repurchases of common stock, $600 million in repayments of our October 2018 Senior Notes, $555 million in dividend payments to our stockholders, $283

million in net repayments under our Commercial Paper Program, and $80 million in cash payments related to treasury shares received for restricted stock tax payments and stock options exercises, partially offset by $2.2 billion in net proceeds from our Senior Notes issued in 2018 (the September 2023, 2028 and 2048 Senior Notes). See “- Debt” below.Note 10 to our consolidated financial statements, included in this Annual Report.
Consolidated net cash usedDebt
As of December 31, 2019, we had $7.8 billion in financing activities in 2017 primarily relates to $984 million in net proceeds fromoutstanding debt, consisting of $6.5 billion of senior notes and $1.3 billion under the 2022 Senior Notes and 2027 Senior Notes offerings, $850 million in repayments ofU.S. dollar commercial paper program, or the NYSE Notes, $409 million in net repayments under our Commercial Paper Program, $949 million in repurchases of common stock, $476 million in dividend payments to our stockholders, $174 million in acquisitions of non-controlling interest and redeemable non-controlling interest and $88 million in cash payments related to treasury shares received for restricted stock tax payments and stock options exercises.
Consolidated net cash used in financing activities in 2016 primarily relates to $949 million in net repayments under our Commercial Paper Program, $409 million in dividend payments to our stockholders, $54 million in cash payments related to treasury shares received for restricted stock tax payments and stock options exercises and $50 million in repurchases of common stock.
DebtProgram. The commercial paper notes had

Our total debt, including short-termoriginal maturities ranging from two to 87 days as of December 31, 2019, with a weighted average interest rate of 1.84% per annum, and long-term debt, consisteda weighted average remaining maturity of the following:
 As of December 31,
 2018 2017
Debt:(in millions)
Short-term debt:   
Commercial Paper$951
 $1,233
2018 Senior Notes (2.50% senior unsecured notes due October 15, 2018)
 600
Total short-term debt951
 1,833
Long-term debt:   
2020 Senior Notes (2.75% senior unsecured notes due December 1, 2020)1,246
 1,244
2022 Senior Notes (2.35% senior unsecured notes due September 15, 2022)496
 495
2023 Senior Notes (3.45% senior unsecured notes due September 21, 2023)397
 
2023 Senior Notes (4.00% senior unsecured notes due October 15, 2023)793
 791
2025 Senior Notes (3.75% senior unsecured notes due December 1, 2025)1,243
 1,242
2027 Senior Notes (3.10% senior unsecured notes due September 15, 2027)496
 495
2028 Senior Notes (3.75% senior unsecured notes due September 21, 2028)591
 
2048 Senior Notes (4.25% senior unsecured notes due September 21, 2048)1,228
 
Total long-term debt6,490
 4,267
Total debt$7,441
 $6,100
The following summarizes significant developments22 days. Commercial paper notes of $951 million with original maturities ranging from two to 77 days were outstanding as of December 31, 2018, with a weighted average interest rate of 2.48% per annum, and changes associated with our debt:
Amended Credit Facilitya weighted average remaining maturity of 12 days.
We currently have a $3.4 billion senior unsecured revolving credit facility, or the Credit Facility, pursuant to a credit agreement with Wells Fargo Bank, N.A., as primary administrative agent, issuing lender and swing-line lender, Bank of America, N.A., as syndication agent, backup administrative agent and swing-line lender, and the lenders party thereto. On August 9, 2018, we extended the final maturity date of the credit facility from August 18, 2022 to August 9, 2023, and made certain other changes, herein referred to as the Amended Credit Facility.
The Amended Credit Facility includes an option for us to propose an increase in the aggregate amount available for borrowing by up to $975 million, subject to the consent of the lenders funding the increase and certain other conditions. No amounts were outstanding under the Amended Credit Facility as of December 31, 2018. As of December 31, 2018,2019, of the $3.4 billion that is currently available $951 millionfor borrowing under the Credit Facility, $1.3 billion is required to back-stop the amount outstanding under our Commercial Paper Program and $105$160 million is required to support certain broker-dealerbroker dealer subsidiary commitments. The amount required to backstop the amounts outstanding under the Commercial Paper Program will fluctuate as we increase or decrease our commercial paper borrowings. The remaining $2.3$1.9 billion is available for working capital and general corporate purposes, including, but not limited to, acting as a back-stop to future increases in the amounts outstanding under the Commercial Paper Program.

Commercial Paper Program
We have a U.S. dollar commercial paper program, or the Commercial Paper Program. It is currently backed by the borrowing capacity available under the Amended Credit Facility, as described above. The effective interest rate of commercial paper issuances does not materially differ from short-term interest rates (such as USD LIBOR), which fluctuate due to market conditions and as a result may impact our interest expense.
We repaid a net amount of $283 million of outstanding commercial paper during 2018 using cash flows from operations and cash proceeds received from our 2018 bond issuance. We repaid $409 million of net notes outstanding under the program during 2017 primarily using cash proceeds received from the sales of Cetip and Trayport. These reductions were partially offset by notes we issued under the program during 2017, the proceeds of which were used to fund acquisitions and investments and repurchase our common stock. We used net proceeds from notes issued under the program during 2016 for the acquisitions of Securities Evaluations and Credit Market Analysis and for general corporate purposes. We repaid a portion of the amounts outstanding under the program during 2018, 2017 and 2016 with cash flows from operations.
Commercial paper notes of $951 million with original maturities ranging from two to 77 days were outstanding as of December 31, 2018 with a weighted average interest rate of 2.48% per annum, and a weighted average maturity of 12 days. Commercial paper notes of $1.2 billion with original maturities ranging from two to 64 days were outstanding as of December 31, 2017 with a weighted average interest rate of 1.49% per annum, and a weighted average maturity of 18 days.
Senior Notes
Newly-Issued Senior Notes: In August 2018, we issued $2.25 billion in new aggregate unsecured fixed-rate senior notes, including $400 million, 3.45% notes due in 2023, or the 2023 Senior Notes, $600 million, 3.75% notes due in 2028, or the 2028 Senior Notes, and $1.25 billion, 4.25% notes due in 2048, or the 2048 Senior Notes, and together with the 2023 Senior Notes and the 2028 Senior Notes, the Newly-Issued Senior Notes. We used the proceeds from the offering for general corporate purposes, including to fund the redemption of the $600 million, 2.50% Senior Notes due October 2018 and to refinance allFor additional details of our issuances underdebt instruments, refer to Note 10 to our Commercial Paper Program that resulted from acquisitions and investmentsconsolidated financial statements, included in the last year. See “- Recent Developments” above.
this Annual Report.
2022 and 2027 Senior Notes:In August 2017, we issued $1.0 billion in aggregate unsecured fixed-rate senior notes, including $500 million, 2.35% notes due September 2022, or the 2022 Senior Notes, and $500 million, 3.10% notes due September 2027, or the 2027 Senior Notes. We used the majority of the proceeds from the offering to fund the redemption in September 2017 of $850 million, 2.00% senior unsecured fixed-rate NYSE Notes prior to the October 2017 maturity date.
2020 and 2025 Senior Notes:In November 2015, we issued $2.5 billion in aggregate senior unsecured fixed rate notes, including $1.25 billion, 2.75% notes due November 2020, or the 2020 Senior Notes, and $1.25 billion, 3.75% notes due November 2025, or the 2025 Senior Notes. We used the proceeds from the offering, together with $1.6 billion of borrowings under our Commercial Paper Program, to finance the cash portion of the purchase price of Interactive Data.
October 2023 Senior Notes: In October 2013, we issued $800 million, 4.00% senior unsecured fixed-rate notes due October 2023, or the October 2023 Senior Notes. We used the net proceeds from the October 2023 Senior Notes to finance a portion of the purchase price of the acquisition of NYSE.
Committed Repo and Committed FX Facilities
To provide a tool to address the liquidity needs of our clearing houses and manage the liquidation of margin and guaranty fund deposits held in the form of cash and high quality sovereign debt, ICE Clear Europe, ICE Clear Credit and ICE Clear U.S. have entered into Committed Repurchase Agreement Facilities, or Committed Repo. Additionally, ICE Clear Credit has entered into Committed FX Facilities to support these liquidity needs. As of December 31, 2018 the following facilities were in place:
ICE Clear Europe: $1.2 billion in Committed Repo to finance U.S. dollar, euro and pound sterling deposits.
ICE Clear Credit: $300 million in Committed Repo to finance U.S. dollar and euro deposits, €250 million in Committed Repo to finance euro deposits, and €1.9 billion in Committed FX Facilities to finance euro payment obligations.
ICE Clear US: $250 million in Committed Repo to finance U.S. dollar deposits.

Future Capital Requirements
Our future capital requirements will depend on many factors, including the rate of growth across our Trading and Clearing and Data and Listings segments, strategic plans and acquisitions, available sources for financing activities, required and discretionary technology and clearing initiatives, regulatory requirements, the timing and introduction of new products and enhancements to existing products, the geographic mix of our business and potential stock repurchases.
We currently expect to incur capital expenditures (including operational and real estate capital expenditures) and to incur software development costs that are eligible for capitalization ranging in the aggregate between $290 million and $320 million in 2019,2020, which we believe will support the enhancement of our technology, business integration and the continued growth of our businesses.


In September 2018,December 2019, our Board of Directors approved an aggregate of $2.0$2.4 billion for future repurchases of our common stock with no fixed expiration date that became effective on January 1, 2019.2020. We expect this authorization to provide us with capacity for buybacks over six quarters and flexibility to act opportunistically. Refer to Note 12 to our consolidated financial statements, included in this Annual Report, for additional details on our stock repurchase plans.
Our Board of Directors has adopted a quarterly dividend policy providing that dividends will be approved quarterly by the board or its Audit Committee taking into account factors such as our evolving business model, prevailing business conditions, our current and future planned strategic growth initiatives and our financial results and capital requirements, without a predetermined net income payout ratio. During 2018,2019, we paid cash dividends of $0.96$1.10 per share of our common stock in the aggregate, including quarterly dividends of $0.24$0.275 per share, for an aggregate payout of $555$621 million, which includes the payment of dividend equivalents on unvested employee restricted stock units. Refer to Note 12 to our consolidated financial statements included in this Annual Report, for details on the amounts of our quarterly dividend payouts for the last three years. For the first quarter of 2019,2020, we announced a $0.275$0.30 per share dividend payable on March 29, 201931, 2020 to stockholders of record as of March 15, 2019.17, 2020.
As of December 31, 2018, we had $7.4 billion in outstanding debt. We currently also have a $3.4 billion Amended Credit Facility, of which $2.3 billion is available for general corporate purposes as previously described. Other than the facilities discussed above for the ICE Clearing Houses, the Amendedour Credit Facility and our Commercial Paper Program are currently the only significant agreements or arrangements that we have for liquidity and capital resources with third parties. See Notes 10 and 14 to our consolidated financial statements where discussed further. In the event of any strategic acquisitions, mergers or investments, or if we are required to raise capital for any reason or desire to return capital to our stockholders, we may incur additional debt, issue additional equity to raise necessary funds, repurchase additional shares of our common stock or pay a dividend. However, we cannot provide assurance that such financing or transactions will be available or successful, or that the terms of such financing or transactions will be favorable to us. See “-Risk Factors" and "- Debt” above.Note 10 to our consolidated financial statements, included in this Annual Report.
Non-GAAP Measures
We use certain financial measures internally to evaluate our performance and make financial and operational decisions that are presented in a manner that adjusts from their equivalent GAAP measures or that supplement the information provided by our GAAP measures. We use these adjusted results because we believe they more clearly highlight trends in our business

that may not otherwise be apparent when relying solely on GAAP financial measures, since these measures eliminate from our results specific financial items that have less bearing on our core operating performance.
We use these measures in communicating certain aspects of our results and performance, including in this Annual Report, and believe that these measures, when viewed in conjunction with our GAAP results and the accompanying reconciliation, can provide investors with greater transparency and a greater understanding of factors affecting our financial condition and results of operations than GAAP measures alone. In addition, we believe the presentation of these measures is useful to investors for making period-to-period comparisons of results because the adjustments to GAAP are not reflective of our core business performance.
These financial measures are not presented in accordance with, or as an alternative to, GAAP financial measures and may be different from non-GAAP measures used by other companies. We encourage investors to review the GAAP financial measures included in this Annual Report, including our consolidated financial statements, to aid in their analysis and understanding of our performance and in making comparisons.
The table below outlines our adjusted operating expenses, adjusted operating income, adjusted operating margin, adjusted net income attributable to ICE common stockholders and adjusted earnings per share, which are non-GAAP measures that are calculated by making adjustments for items we view as not reflective of our cash operations and core business

performance. These measures, including the adjustments and their related income tax effect and other tax adjustments (in millions, except for percentages and per share amounts), are as follows:

Trading and Clearing Segment Data and Listings Segment ConsolidatedTrading and Clearing Segment Data and Listings Segment Consolidated
Year Ended December 31, Year Ended December 31, Year Ended December 31,Year Ended December 31, Year Ended December 31, Year Ended December 31,
2018 2017 2016 2018 2017 2016 2018 2017 20162019 2018 2017 2019 2018 2017 2019 2018 2017
Total revenues, less transaction-based expenses$2,420
 $2,128
 $2,102
 $2,559
 $2,510
 $2,410
 $4,979
 $4,638
 $4,512
$2,542
 $2,420
 $2,128
 $2,660
 $2,559
 $2,510
 $5,202
 $4,979
 $4,638
Operating expenses911
 781
 826
 1,485
 1,478
 1,514
 2,396
 2,259
 2,340
1,033
 911
 781
 1,496
 1,485
 1,478
 2,529
 2,396
 2,259
Less: Interactive Data and NYSE transaction and integration costs and acquisition-related success fees6
 
 1
 24
 31
 45
 30
 31
 46
Less: Interactive Data transaction and integration costs and acquisition-related success fees
 6
 
 
 24
 31
 
 30
 31
Less: Amortization of acquisition-related intangibles73
 53
 72
 214
 208
 230
 287
 261
 302
94
 73
 53
 215
 214
 208
 309
 287
 261
Less: Impairment of exchange registration intangible assets on ICE Futures Singapore31
 
 
 
 
 
 31
 
 
Less: Accruals relating to investigations and inquiries
 14
 
 
 
 
 
 14
 

 
 14
 
 
 
 
 
 14
Less: Employee severance costs related to Creditex U.K. brokerage operations
 
 4
 
 
 
 
 
 4
Less: Creditex customer relationship intangible asset impairment
 
 33
 
 
 
 
 
 33
Less: Impairment on divestiture of NYSE Governance Services
 
 
 
 6
 
 
 6
 

 
 
 
 
 6
 
 
 6
Less: Impairment of exchange registration intangible assets on closure of ICE Futures Canada and ICE Clear Canada4
 
 
 
 
 
 4
 
 

 4
 
 
 
 
 
 4
 
Less: Employee severance costs related to ICE Futures Canada and ICE Clear Canada operations4
 
 
 
 
 
 4
 
 

 4
 
 
 
 
 
 4
 
Adjusted operating expenses$824
 $714
 $716
 $1,247
 $1,233
 $1,239
 $2,071
 $1,947
 $1,955
$908

$824

$714

$1,281

$1,247

$1,233

$2,189

$2,071

$1,947
Operating income$1,509
 $1,347
 $1,276
 $1,074
 $1,032
 $896
 $2,583
 $2,379
 $2,172
$1,509

$1,509

$1,347

$1,164

$1,074

$1,032

$2,673

$2,583

$2,379
Adjusted operating income$1,596
 $1,414
 $1,386
 $1,312
 $1,277
 $1,171
 $2,908
 $2,691
 $2,557
$1,634

$1,596

$1,414

$1,379

$1,312

$1,277

$3,013

$2,908

$2,691
Operating margin62% 63% 61% 42% 41% 37% 52% 51% 48%59%
62%
63%
44%
42%
41%
51%
52%
51%
Adjusted operating margin66% 66% 66% 51% 51% 49% 58% 58% 57%64%
66%
66%
52%
51%
51%
58%
58%
58%
                                  
Net income attributable to ICE common stockholders            $1,988
 $2,526
 $1,430
            $1,933
 $1,988
 $2,526
Add: Interactive Data and NYSE transaction and integration costs and acquisition-related success fees            30
 31
 46
Add: Interactive Data transaction and integration costs and acquisition-related success fees            

30

31
Add: Amortization of acquisition-related intangibles            287
 261
 302
            309

287

261
Add: Impairment of CAT promissory notes            16
 
 
Add: Impairment of exchange registration intangible assets on ICE Futures Singapore            31
 
 
Less: Gain on acquisition of MERS            (110) 
 
            
 (110) 
Add: Accruals relating to investigations and inquiries            
 14
 
            
 
 14
Add: Employee severance costs related to Creditex U.K. brokerage operations            
 
 4
Add: Creditex customer relationship intangible asset impairment            
 
 33
Add: Impairment on divestiture of NYSE Governance Services            
 6
 
            
 
 6
Add: Impairment of exchange registration intangible assets on closure of ICE Futures Canada and ICE Clear Canada            4
 
 
            
 4
 
Add: Employee severance costs related to ICE Futures Canada and ICE Clear Canada operations            4
 
 
            
 4
 
Less: Gain on divestiture of Trayport, net            1
 (110) 
Add/(Less): Gain on divestiture of Trayport, net            
 1
 (110)
Less: Cetip investment gain, net            
 (167) 
            
 
 (167)
Less: Income tax effect for the above items            (98) (43) (143)            (90) (98) (43)
Less: Deferred tax adjustments from U.S. tax rate reduction            (11) (764) 
            
 (11) (764)
Add/(Less): Deferred tax adjustments on acquisition-related intangibles            (5) 10
 (22)            (8) (5) 10
Add/(Less): Other tax adjustments            (13) 
 23
            3
 (13) 
Adjusted net income attributable to ICE common stockholders            $2,077
 $1,764
 $1,673
            $2,194
 $2,077
 $1,764
                                  
Basic earnings per share attributable to ICE common stockholders            $3.46
 $4.29
 $2.40
            $3.44
 $3.46
 $4.29
Diluted earnings per share attributable to ICE common stockholders            $3.43
 $4.25
 $2.39
            $3.42
 $3.43
 $4.25
                                  
Adjusted basic earnings per share attributable to ICE common stockholders            $3.61
 $2.99
 $2.81
            $3.91
 $3.61
 $2.99
Adjusted diluted earnings per share attributable to ICE common stockholders            $3.59
 $2.97
 $2.79
            $3.88
 $3.59
 $2.97
                                  
Basic weighted average common shares outstanding            575
 589
 595
            561
 575
 589
Diluted weighted average common shares outstanding            579
 594
 599
            565
 579
 594
Acquisition-related transaction costs are included as part of our core business expenses, except for those that are directly related to the announcement, closing, financing or termination of a transaction. However, we adjust for the acquisition-related transaction and integration costs relating to Interactive Data and NYSE given the sizesmagnitude of these acquisitions.the $5.6 billion purchase price of this acquisition. The integration of NYSE was completed by June 2016 and the integration of Interactive Data was completed by June 2018. Amortization of acquisition-related intangibles are included in non-GAAP adjustments as excluding these non-cash expenses provides greater clarity regarding our financial strength and stability of cash operating results.

We include the 2019 impairment of exchange registration intangible assets on ICE Futures Singapore as a non-GAAP adjustment. This impairment is not based on our core business operations, but rather was a result of the estimated fair value of an acquired intangible asset falling below its carrying value. See Note 8 to our consolidated financial statements, included in this Annual Report.
We include the 2019 promissory note impairment charges on work performed by the original plan processor on the CAT as a non-GAAP adjustment. This is included as a non-GAAP adjustment as this is not considered a part of our core business operations. See additional discussion on the CAT, above, in Item 1(A) "-Risk Factors" in this Annual Report.
In addition, we also include the following items as non-GAAP adjustments, as each of these are not considered a part of our core business operations:
2018: the gain recognized on our initial majority investment in MERS in connection with our acquisition of 100% of the remaining MERS interests;
2018: the impairment loss on exchange registration intangible assets and employee severance costs related to the closure of ICE Futures Canada and ICE Clear Canada;
2017: the net gain on the divestiture of Trayport, and in 2018, a subsequent adjustment to reduce of the gain on the divestiture;
2017: the realized investment gain and the foreign exchange loss and transaction expenses on the sale of our investment in Cetip;
2017: accruals relating to investigations and inquiries; and
2017: the NYSE Governance Services net impairment loss on its divestiture; and
2016: the Creditex U.K. voice brokerage severance costs related to its discontinuance and the Creditex customer relationship intangible asset impairment loss.divestiture.
The tax items in non-GAAP adjustments are either the tax impacts of the pre-tax non-GAAP adjustments or tax items as described below that are not in the normal course of business and are not indicative of our core business performance. The following tax-related items are included as non-GAAP adjustments:
The income tax effects relating to all non-GAAP adjustments;
Deferred tax adjustments on acquisition-related intangibles;intangibles, including the impact of U.S. state tax law changes and apportionment updates, as well as foreign tax law changes which resulted in deferred tax (benefit) expense of ($8 million), ($5 million), and $10 million in 2019, 2018 and ($22 million) in 2018, 2017, and 2016, respectively. In addition, deferred tax adjustments on acquisition-related intangibles include $34 million of deferred tax benefits due to U.K. corporate income tax rate reductions in 2016;respectively;
Deferred tax benefits of $11 million and $764 million in 2018 and 2017, respectively, resulting from changes in estimates as a result of the enactment of the TCJA which reduced the corporate income tax rate from 35% to 21%; and
2018: Other tax adjustments of $3 million in 2019 for additional audit settlement payments primarily related to pre-acquisition tax matters in conjunction with our acquisition of NYSE in 2013; and other tax adjustments in 2018 including a $17 million tax benefit on the sale of Trayport, partially offset by an audit settlement for a pre-acquisition period in connection with our acquisition of NYSE in 2013; and
2016: Other tax adjustments including a $15 million valuation allowance on Singapore pre-acquisition net operating losses and other deferred tax assets and an $8 million deferred tax adjustment with respect to our OCC equity method investment.2013.
For additional information on these items, refer to our consolidated financial statements included in this Annual Report and “- Recent Developments,” “- Consolidated Operating Expenses”, “- Consolidated Non-Operating Income (Expenses)” and “-Consolidated Income Tax Provision” above.
Off-Balance Sheet Arrangements
As described in Notes 3 and 14 to our consolidated financial statements, which are included elsewhere in this Annual Report, certain clearing house collateral and Bakkt custodial assets are reported off-balance sheet. We do not have any relationships with unconsolidated entities or financial partnerships, often referred to as structured finance or special purpose entities.


Contractual Obligations and Commercial Commitments
The following presents our contractual obligations (which we intend to fund from existing cash as well as cash flow from operations) and commercial commitments as of December 31, 20182019 (in millions):
Payments Due by PeriodPayments Due by Period
Total Less Than
1 Year
 1-3 Years 4-5 Years After
5 Years
Total Less Than
1 Year
 1-3 Years 4-5 Years After
5 Years
Contractual Obligations:                  
Short-term and long-term debt and interest$10,143
 $1,192
 $2,371
 $1,522
 $5,058
$10,265
 $2,794
 $891
 $1,522
 $5,058
Operating lease obligations417
 64
 121
 99
 133
376
 62
 128
 86
 100
Purchase obligations298
 222
 70
 6
 
263
 187
 71
 5
 
Total contractual cash obligations$10,858
 $1,478
 $2,562
 $1,627
 $5,191
$10,904
 $3,043
 $1,090
 $1,613
 $5,158
Purchase obligations include our estimate of the minimum outstanding obligations under agreements to purchase goods or services that we believe are enforceable and legally binding and that specify all significant terms, including: fixed or minimum quantities to be purchased; fixed, minimum or variable price provisions; and the approximate timing of the transaction. Purchase obligations exclude agreements that are cancellable at any time without penalty.
We have excluded from the contractual obligations and commercial commitments listed above $64.0$65.0 billion in cash margin deposits, guaranty funds and delivery contracts payable. Clearing members of our clearing houses are required to deposit original margin and variation margin and to make deposits to a guaranty fund. The cash deposits made to these margin accounts and to the guaranty fund are recorded in the consolidated balance sheet as current assets with corresponding current liabilities to the clearing members that deposited them. ICE NGX administers the physical delivery of energy trading contracts. It has an equal and offsetting claim to and from its respective participants on opposite sides of the physically-settled contract, each of which is reflected as a delivery contract receivable with an offsetting delivery contract payable. See Note 14 to our consolidated financial statements included in this Annual Report for additional information on our clearing houses and the margin deposits, guaranty funds and delivery contracts payable.
We have also excluded unrecognized tax benefits, or UTBs. As of December 31, 2018,2019, our cumulative UTBs were $98 million. Interest$103 million, and interest and penalties related to UTBs were $28 million as of December 31, 2018.$33 million. We are under examination by various tax authorities. We are unable to make a reasonable estimate of the periods of cash settlement because it is not possible to reasonably predict the amount of tax, interest and penalties, if any, that might be assessed by a tax authority or the timing of an assessment or payment. It is also not possible to reasonably predict whether or not the applicable statutes of limitations might expire without us being examined by any particular tax authority. See noteNote 13 to our consolidated financial statements for additional information on our UTBs.
As of December 31, 2018, in connection with our acquisition2019, we, through NYSE, have net obligations of NYSE, we have obligations$150 million related to our pension and other benefit programs. The date of payment under these net obligations cannot be determined and have been excluded from the table above. See noteNote 16 to our consolidated financial statements for additional information on our pension and other benefit programs.
We have a 40% ownership in OCC. UnderIn addition, the OCC’s capital plan, the OCC stockholders have committed to contribute up to $200 million in equity capital if certain capital thresholds are breached, including up to $80 million to be contributed by NYSE, which has also been excluded from the table above.
In 2016, the SEC approved a plan to establish a market-wide consolidated audit trail, or CAT, to improve regulators’ ability to monitor trading activity. In 2018, the first phase of implementation went live and required participants to begin reporting to the CAT, with a phased implementation of the provisions of the CAT through 2019. Fundingfuture funding of the implementation and operation of the CAT is ultimately expected to be provided by both the execution venuesSROs and industry members.broker-dealers. To date, however, funding has been provided solely by the execution venues in exchange for promissory notesSROs, and future funding is expected to be repaid if industry member fees are approved by the SEC and aresubsequently collected to fund the CAT.by industry members. See "- Non-GAAP Measures" above. 
New and Recently Adopted Accounting Pronouncements
Refer to Note 2 to our consolidated financial statements included in this Annual Report for information on the new and recently adopted accounting pronouncements that are applicable to us.
Critical Accounting Policies
We have identified the policies below as critical to our business operations and the understanding of our results of operations. The impact of, and any associated risks related to, these policies on our business operations is discussed throughout “-

Management’s Discussion and Analysis of Financial Condition and Results of Operations.” For a detailed discussion on the application of these and other accounting policies, see Note 2 to our consolidated financial statements included in this Annual Report.

Our discussion and analysis of our financial condition and results of operations are based upon our consolidated financial statements, which have been prepared in accordance with U.S. GAAP. The preparation of financial statements in conformity with these accounting principles requires us to make estimates and assumptions that affect the reported amount of assets and liabilities, and the disclosure of contingent assets and liabilities, at the date of our financial statements and the reported amounts of revenues and expenses during the reporting period.
We base our estimates and judgments on our historical experience and other factors that we believe to be reasonable under the circumstances when we make these estimates and judgments and re-evaluate them on a periodic basis. Based on these factors, we make estimates and judgments about, among other things, the carrying values of assets and liabilities that are not readily apparent from market prices or other independent sources and about the recognition and characterization of our revenues and expenses. The values and results based on these estimates and judgments could differ significantly under different assumptions or conditions and could change materially in the future.
We believe that the following critical accounting policies, among others, affect our more significant judgments and estimates used in the preparation of our consolidated financial statements and could materially increase or decrease our reported results, assets and liabilities.
Goodwill and Other Identifiable Intangible Assets
Assets acquired and liabilities assumed in connection with our acquisitions are recorded at their estimated fair values. Goodwill represents the excess of the purchase price of an acquired company over the fair value of its identifiable net assets, including identified intangible assets. We recognize specifically identifiable intangibles, such as customer relationships, trademarks, technology, trading products, data, exchange registrations, trade names and licenses when a specific right or contract is acquired. Our determination of the fair value of the intangible assets and whether or not these assets may be impaired following their acquisition requires us to apply significant judgments and make significant estimates and assumptions regarding future cash flows. If we change our strategy or if market conditions shift, our judgments and estimates may change, which may result in adjustments to recorded asset balances. Intangible assets with finite useful lives are amortized over their estimated useful lives whereas goodwill and intangible assets with indefinite useful lives are not.
In performing the allocation of the acquisitions' purchase price to assets and liabilities, we consider, among other factors, the intended use of the acquired assets, analysis of past financial performance and estimates of future performance of the acquired business. At the acquisition date, a preliminary allocation of the purchase price is recorded based upon a preliminary valuation performed with the assistance of a third-party valuation specialist. We continue to review and assess our estimates, assumptions and valuation methodologies during the measurement period provided by GAAP, which ends as soon as we receive the information about facts and circumstances that existed as of the acquisition date or we learn that more information is not obtainable, which usually does not exceed one year from the date of acquisition. Accordingly, these estimates and assumptions are subject to change, which could have a material impact on our consolidated financial statements.
We allocate goodwill Estimation uncertainty may exist due to reporting units based on the reporting unit expectedsensitivity of the respective fair value to benefit fromunderlying assumptions about the future performance of an acquired business combination. We have identified four reporting units:in our Futures reporting unit, our Datadiscounted cash flow models. Significant assumptions typically include revenue growth rates and Listings reporting unit, our Cash Equities reporting unit,expense synergies that form the basis of the forecasted results and our Fixed Income and CDS reporting unit.the discount rate.
Our goodwill and other indefinite-lived intangible assets are evaluated for impairment annually in our fiscal fourth quarter or more frequently if conditions exist that indicate that the value may be impaired. We test our goodwill for impairment at the reporting unit level.level, and we have identified four reporting units: our Futures reporting unit, our Data and Listings reporting unit, our Cash Equities reporting unit, and our Fixed Income and Credit reporting unit. These impairment evaluations are performed by comparing the carrying value of the goodwill or other indefinite-lived intangibles to its estimated fair value.
Goodwill impairment testing consists of a two-step methodology. The initial step requires us to determine the fair value of each reporting unit and compare it to the carrying value, including goodwill and other intangible assets, of such reporting unit. If the fair value exceeds the carrying value, no impairment loss is recognized and the second step, which is a calculation of the impairment, is not performed. However, if the carrying value exceeds its fair value, an impairment charge is recorded equal to the extent that the carrying amount of goodwill exceeds its implied fair value. For annual goodwill impairment testing, we have the option to first perform a qualitative assessment to determine whether it is more likely than not that the fair value of a reporting unit is less than its carrying amount, including goodwill and other intangible assets. If we conclude that this is the case, we must perform the two-step methodology described above. Otherwise, we can skip the two-step methodology and do not need to perform anyno further testing.testing is required. For annual indefinite-lived intangible asset impairment testing, we also have

the option to first perform a qualitative assessment to determine whether it is more likely than not that the fair value of the indefinite-lived intangible assets is less than its carrying amount. For our goodwill impairment testing, we have elected to bypass the qualitative assessment and apply the quantitative approach. For our testing of indefinite-lived intangible assets, we apply qualitative and quantitative approaches.

Application of the impairment test requires judgment, including the identification of reporting units, assignment of assets and liabilities to reporting units, assignment of goodwill to reporting units, and determination of the fair value of each reporting unit. We have historically determined the fair value of our reporting units based on various valuation techniques, including discounted cash flow analysis and a multiple of earnings approach. In assessing whether goodwill and other intangible assets are impaired, we must make estimates and assumptions regarding future cash flows, long-term growth rates of our business, operating margins, discount rates, weighted average cost of capital and other factors to determine the fair value of our assets. These estimates and assumptions require management’s judgment, and changes to these estimates and assumptions, as a result of changing economic and competitive conditions, could materially affect the determination of fair value and/or impairment.
The cash flows employed in During 2019, we recorded an impairment charge of $31 million on the discounted cash flow analysis are basedremaining value of exchange registration intangible assets on our most recent budgets and business plans and, when applicable, various growth rates have been assumed for years beyond the current business plan period. Future events could cause us to conclude that indicators of impairment exist for goodwill or other intangible assets. Impairment mayICE Futures Singapore as a result from, among other things, deterioration in the performance of our business, adverse market conditions, adverse changes in applicable laws and regulations, competition, or the sale or disposition of a reporting unit. Any resultingdecrease in fair value determined during our annual impairment loss could have a material adverse impact on our financial condition and results of operations.testing.
We are also required to evaluate other finite-lived intangible assets and property and equipment for impairment by first determining whether events or changes in circumstances indicate that the carrying value of these assets to be held and used may not be recoverable. If impairment indicators are present, then an estimate of undiscounted future cash flows produced by these long-lived assets is compared to the carrying value of those assets to determine if the asset is recoverable. If an asset is not recoverable, the loss is measured as the difference between fair value and carrying value of the impaired asset. Fair value of these assets is based on various valuation techniques, including discounted cash flow analysis.
Income Taxes
We are subject to income taxes in the U.S., U.K. and other foreign jurisdictions where we operate. The determination of our provision for income taxes and related accruals, deferred tax assets and liabilities requires the use of significant judgment, estimates, and the interpretation and application of complex tax laws. We recognize a current tax liability or tax asset for the estimated taxes payable or refundable on tax returns for the current year. We recognize deferred tax assets and liabilities for the expected future tax consequences of temporary differences between the financial statement carrying amounts and the tax bases of our assets and liabilities. We establish valuation allowances if we believe that it is more likely than not that some or all of our deferred tax assets will not be realized. Deferred tax assets and liabilities are measured using current enacted tax rates in effect for the years in which those temporary differences and carryforwards are expected to reverse.
SEC Staff Accounting Bulletin No. 118, or SAB 118, provided guidance for companies that had not completed their accounting for the income tax effects of the TCJA in the period of enactment, allowing for a measurement period of up to one year after the enactment date to finalize the recording of the related tax impacts. As of December 31, 2018, we havehad completed our accounting for the tax effects of the enactment of the TCJA. We reaffirmed our position that we were not subject to transition tax under the TCJA as of December 31, 2017. In addition, we concluded that the $764 million of deferred tax benefit recorded in the 2017 financial statements was a reasonable estimate of the TCJA’s impact on our deferred tax and no further adjustments are necessary.
The FASB Staff also provided additional guidance to address the accounting for the effects of the provisions related to the taxation of Global Intangible Low-Taxed Income noting that companies should make an accounting policy election to recognize deferred taxes for temporary basis differences expected to reverse in future years or to include the tax expense in the year it is incurred. We have completed our analysis of the effects of these provisions and have made a policy election to recognize such taxes as current period expenses when incurred.
We do not recognize a tax benefit unless we conclude that it is more likely than not that the benefit will be sustained on audit by the taxing authority based solely on the technical merits of the associated tax position. If the recognition threshold is met, we recognize a tax benefit measured at the largest amount of the tax benefit that, in our judgment, is greater than 50 percent likely to be realized. We recognize accrued interest and penalties related to uncertain income tax positions as income tax expense in the consolidated statements of income.
We operate within multiple domestic and foreign taxing jurisdictions and are subject to audit in these jurisdictions by domestic and foreign tax authorities. These audits include questions regarding our tax filing positions, including the timing and amount of deductions taken and the allocation of income among various tax jurisdictions. We record accruals for the estimated

outcomes of these audits, and the accruals may change in the future due to new developments in each matter. At any point in time, many tax years are subject to or in the process of being audited by various taxing authorities. To the extent our estimates of settlements change or the final tax outcome of these matters is different from the amounts recorded, such differences will impact the income tax provision in the period in which such determinations are made. Our income tax expense includes changes in our estimated liability for exposures associated with our various tax filing positions. Determining the income tax expense for these potential assessments requires management to make assumptions that are subject to factors such as proposed assessments by tax authorities, changes in facts and circumstances, issuance of new regulations, and resolution of tax audits.

We believe the judgments and estimates discussed above are reasonable. However, if actual results are not consistent with our estimates or assumptions, we may be exposed to losses or gains that could be material.
ITEM 7 (A).     QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK
As a result of our operating and financing activities, we are exposed to market risks such as interest rate risk, foreign currency exchange rate risk and credit risk. We have implemented policies and procedures designed to measure, manage, monitor and report risk exposures, which are regularly reviewed by the appropriate management and supervisory bodies.
Interest Rate Risk
We have exposure to market risk for changes in interest rates relating to our cash and cash equivalents, short-term and long-term restricted cash and cash equivalents, short-term and long-term investments and indebtedness. As of December 31, 20182019 and 2017,2018, our cash and cash equivalents, short-term and long-term restricted cash and cash equivalents and short-term and long-term investments were $2.0$2.2 billion and $1.6$2.0 billion, respectively, of which $275$282 million and $293$275 million, respectively, were denominated in pounds sterling, euros or Canadian dollars. Thedollars, and the remaining cash and cash equivalents, and short-term and long-term restricted cash and cash equivalentsamounts are denominated in U.S. dollars. We do not use our investment portfolio for trading or other speculative purposes. A hypothetical 100 basis point decrease in long-termshort-term interest rates to zero basis points would decrease annual pre-tax earnings by $25$15 million as of December 31, 2018,2019, assuming no change in the amount or composition of our cash and cash equivalents and short-term and long-term restricted cash and cash equivalents.
As of December 31, 2018,2019, we had $7.4$7.8 billion in outstanding debt, of which $6.5 billion relates to our senior notes, which bear interest at fixed interest rates. The remaining amount outstanding of $951 million$1.3 billion relates to theour Commercial Paper Program, which bears interest at fluctuating rates and, therefore, subjects us to interest rate risk.risk, and a subsidiary line of credit. A hypothetical 100 basis point increase in long-termshort-term interest rates relating to the amounts outstanding under theour Commercial Paper Program as of December 31, 20182019 would decrease annual pre-tax earnings by $10$13 million, assuming no change in the volume or composition of our outstanding indebtedness and no hedging activity. See Item 7 “- Management’s Discussion and Analysis of Financial Condition and Results of Operations - Debt”Note 10 to our consolidated financial statements included in this Annual Report.
The interest rates on our Commercial Paper Program are currently evaluated based upon current maturities and market conditions. The weighted average interest rate on our Commercial Paper Program increaseddecreased from 1.49% as of December 31, 2017 to 2.48% as of December 31, 2018.2018 to 1.84% as of December 31, 2019. The increasedecrease in the Commercial Paper Program weighted average interest rate was primarily due to the decisions by the U.S. Federal Reserve in March 2018, June 2018, September 2018, and in December 2018 to increasedecrease the federal funds short-term interest rate by an aggregate 10025 basis points to 2.50%.in each of July, September and October of 2019. The effective interest rate of commercial paper issuanceissuances will continue to fluctuate based on the movement in short-term interest rates along with shifts in supply and demand within the commercial paper market.
Foreign Currency Exchange Rate Risk
As an international business, we are subject to foreign currency exchange rate risk. We may experience gains or losses from foreign currency transactions in the future given that a significant part of our assets and liabilities are recorded in pounds sterling, Canadian dollars or euros, and a significant portion of our revenues and expenses are recorded in pounds sterling or euros. Certain assets, liabilities, revenues and expenses of foreign subsidiaries are denominated in the local functional currency of such subsidiaries. Our exposure to foreign denominated earnings in 20182019 and 20172018 is presented by primary foreign currency in the following table (dollars in millions, except exchange rates):

Year Ended December 31, 2018 Year Ended December 31, 2017Year Ended December 31, 2019 Year Ended December 31, 2018
Pound Sterling Euro Pound Sterling EuroPound Sterling Euro Pound Sterling Euro
Average exchange rate to the U.S. dollar in the current year period$1.3356
 $1.1813
 $1.2890
 $1.1297
$1.2769
 $1.1195
 $1.3356
 $1.1813
Average exchange rate to the U.S. dollar in the same period in the prior year$1.2890
 $1.1297
 $1.3603
 $1.1075
$1.3356
 $1.1813
 $1.2890
 $1.1297
Average exchange rate increase (decrease)4% 5% (5)% 2%(4)% (5)% 4% 5%
Foreign denominated percentage of:              
Revenues, less transaction-based expenses9% 5% 10 % 4%8 % 5 % 9% 5%
Operating expenses11% 2% 12 % 3%10 % 2 % 11% 2%
Operating income7% 7% 9 % 6%7 % 8 % 7% 7%
Impact of the currency fluctuations (1) on:
              
Revenues, less transaction-based expenses$16
 $10
 $(26) $4
$(19) $(15) $16
 $10
Operating expenses$9
 $2
 $(14) $1
$(11) $(3) $9
 $2
Operating income$7
 $8
 $(12) $3
$(8) $(12) $7
 $8

(1)Represents the impact of currency fluctuation for the year compared to the same period in the prior year.
We have a significant part of our assets, liabilities, revenues and expenses recorded in pounds sterling or euros. In 2019 and 2018, 201713% and 2016, 14%, 15% and 15%, respectively, of our consolidated revenues, less transaction-based expenses, were denominated in pounds sterling or euros, and 13%, 14%,12% and 18%13%, respectively, of our consolidated operating expenses were denominated in pounds sterling or euros. As the pound sterling or euro exchange rate changes, the U.S. equivalent of revenues and expenses denominated in foreign currencies changes accordingly.
Foreign currency transaction risk related to the settlement of foreign currency denominated assets, liabilities and payables occuroccurs through our operations, which are received in or paid in pounds sterling, Canadian dollars, or euros, due to the increase or decrease in the foreign currency exchange rates between periods. We incurred foreign currency transaction losses of $5 million and $2 million $4 millionin 2019 and $1 million in 2018, 2017 and 2016, respectively. The foreign currency transactionstransaction losses were primarily attributable to the fluctuations of the pound sterling and euro relative to the U.S. dollar. A 10% adverse change in the underlying foreign currency exchange rates as of December 31, 2018,2019, assuming no change in the composition of the foreign currency denominated assets, liabilities and payables and assuming no hedging activity, would result in no additionala foreign currency gain or loss.loss of $2 million.
We entered into foreign currency hedging transactions during 2018, 20172019 and 20162018 as economic hedges to help mitigate a portion of our foreign exchange risk exposure and may enter into additional hedging transactions in the future to help mitigate our foreign exchange risk exposure. Although we may enter into additional hedging transactions in the future, to help mitigate our foreign exchange risk exposure, these hedging arrangements may not be effective, particularly in the event of imprecise forecasts of the levels of our non-U.S. denominated assets and liabilities.
We have foreign currency translation risk equal to our net investment in our foreign subsidiaries. The financial statements of these subsidiaries are translated into U.S. dollars using a current rate of exchange, with gains or losses included in the cumulative translation adjustment account, a component of equity. Our exposure to the net investment in foreign currencies is presented by primary foreign currencies in the table below (in millions):
As of December 31, 2018As of December 31, 2019
Position in pounds sterling Position in Canadian dollars Position in eurosPosition in pounds sterling Position in Canadian dollars Position in euros
Assets£822
 C$2,057
 136
£805
 C$1,583
 151
of which goodwill represents638
 413
 92
613
 408
 92
Liabilities78
 1,651
 40
91
 1,178
 45
Net currency position£744
 C$406
 96
£714
 C$405
 106
Net currency position, in $USD$950
 $298
 $110
$947
 $312
 $118
Negative impact on consolidated equity of a 10% decrease in foreign currency exchange rates$95
 $30
 $11
$95
 $31
 $12
As
Foreign currency translation adjustments are included as a component of December 31, 2018 and 2017, the portion of our equity attributable to accumulated other comprehensive loss fromwithin our balance sheet. See the table below for the portion of equity attributable to foreign currency translation was $227 million and $136 million, respectively. In 2018, 2017 and 2016,adjustments

as well as the activity by year included within our statement of other comprehensive income. The impact of the foreign currency exchange rate differences had a positive/(negative) impact of ($91 million), $209 million and ($300 million), respectively, on our

consolidated equity. The decrease in 2018 is primarily due to the decrease in the pound sterling/U.S. dollar exchange rate to 1.2756 as of December 31, 2018 (from 1.3510 as of December 31, 2017) due to the weakeningtable below were primarily driven by fluctuations of the pound sterling as compared to the U.S. dollar. The increase in 2017 is primarily due to the increase in the pound sterling/U.S. dollar exchange rate towhich were 1.3260, 1.2756 and 1.3510 as of December 31, 2019, 2018, and 2017, (from 1.2336 as of December 31, 2016) due to the strengthening pound sterling as compared to the U.S. dollar. respectively.
  Changes in Accumulated Other Comprehensive Income (Loss) from Foreign Currency Translation Adjustments (in millions)
Balance, as of January 1, 2017 $(345)
Net current period other comprehensive income 209
Balance, as of December 31, 2017 (136)
Net current period other comprehensive loss (91)
Balance, as of December 31, 2018 (227)
Net current period other comprehensive income 50
Balance, as of December 31, 2019 $(177)

The future impact on our business relating to the U.K. leaving the EU and the corresponding regulatory changes are uncertain at this time, including future impacts on currency exchange rates.
Credit Risk
We are exposed to credit risk in our operations in the event of a counterparty default. We limit our exposure to credit risk by rigorously selecting the counterparties with which we make our investments, monitoring them on an ongoing basis and executing agreements to protect our interests.
Clearing House Cash Deposit Risks
The ICE Clearing Houses hold material amounts of clearing member cash and cash equivalent deposits which are held or invested primarily to provide security of capital while minimizing credit, market and liquidity risks. Refer to Note 14 to our consolidated financial statements for more information on the ICE Clearing Houses' cash and cash equivalent deposits, which were $64.0$65.0 billion as of December 31, 2018.2019. While we seek to achieve a reasonable rate of return which may generate interest income for our clearing members, we are primarily concerned with preservation of capital and managing the risks associated with these deposits. As the ICE Clearing Houses may pass on interest revenues (minus costs) to the clearing members, this could include negative or reduced yield due to market conditions. The following is a summary of the risks associated with these deposits and how these risks are mitigated.mitigated:
Credit Risk: When a clearing house has the ability to hold cash collateral at a central bank, the clearing house utilizes its access to the central bank system to minimize credit risk exposures. Credit risk is monitored by using exposure limits depending on ratings assigned by rating agencies as well as the nature and maturity of transactions. Our investment objective is to invest in securities that preserve principal while maximizing yields, without significantly increasing risk. We seek to substantially mitigate credit risk associated with investments by placing them with governments, well-capitalized financial institutions and other creditworthy counterparties.
Credit Risk: When a clearing house has the ability to hold cash collateral at a central bank, the clearing house utilizes its access to the central bank system to minimize credit risk exposures. Credit risk is managed by using exposure limits depending on the credit profile of the counterparty as well as the nature and maturity of transactions. Our investment objective is to invest in securities that preserve principal while maximizing yields, without significantly increasing risk. We seek to substantially mitigate the credit risk associated with investments by placing them with governments, well-capitalized financial institutions and other creditworthy counterparties.
An ongoing review is performed to evaluate changes in the financial status of counterparties. In addition to the intrinsic creditworthiness of counterparties, our policies require diversification of counterparties (banks, financial institutions, bond issuers and funds) so as to avoid a concentration of risk.
Liquidity Risk: Liquidity risk is the risk a clearing house may not be able to meet its payment obligations in the right currency, in the right place and at the right time. To mitigate this risk, the clearing houses monitor liquidity requirements closely and maintain funds and assets in a manner which minimizes the risk of loss or delay in the access by the clearing house to such funds and assets. For example, holding funds with a central bank where possible or making only short term investments such as overnight reverse repurchase agreements serves to reduce liquidity risks.
Interest Rate Risk: Interest rate risk is the risk that interest rates rise and cause the value of securities we hold or invest in to decline. If we were required to sell securities prior to maturity, and interest rates had risen, the sale might be made at a loss relative to the carrying value. Our clearing houses seek to manage this risk by making short term investments. For example, where possible and in accordance with regulatory requirements, the clearing houses invest cash pursuant to overnight reverse repurchase agreements or term reverse repurchase agreements with short dated
Liquidity Risk: Liquidity risk is the risk a clearing house may not be able to meet its payment obligations in the right currency, in the right place and the right time. To mitigate this risk, the clearing houses monitor liquidity requirements closely and maintain funds and assets in a manner which minimizes the risk of loss or delay in the access by the clearing house to such funds and assets. For example, holding funds with a central bank where possible or making only short term investments such as overnight reverse repurchase agreements serves to reduce liquidity risks.

Interest Rate Risk: Interest rate risk is the risk that interest rates rise and cause the value of securities we hold or invest in to decline. If we were required to sell securities prior to maturity, and interest rates had risen, the sale might be made at a loss relative to the carrying value. Our clearing houses seek to manage this risk by making short term investments. For example, where possible and in accordance with regulatory requirements, the clearing houses invest cash pursuant to overnight reverse repurchase agreements or term reverse repurchase agreements with short dated maturities. In addition, the clearing house investment guidelines allow for direct purchases of high quality sovereign debt (for example, U.S. Treasury securities) and supranational debt instruments (Euro cash deposits only) with short dated maturities.
Security Issuer Risk: Security issuer risk is the risk that an issuer of a security defaults on the payment when the security matures or debt is serviced. This risk is mitigated by limiting allowable investments under the reverse repurchase agreements to high quality sovereign or government agency debt and limiting any direct investments to high quality sovereign debt instruments.
Investment Counterparty Risk: Investment counterparty risk is the risk that a reverse repurchase agreement counterparty might become insolvent and, thus, fail to meet its obligations to our clearing houses. We mitigate this risk by only engaging in transactions with high credit quality counterparties and by limiting the acceptable collateral to securities of high quality issuers. When engaging in reverse repurchase agreements, our clearing houses take delivery of the securities underlying the reverse repurchase arrangement in custody accounts under clearing house

control. Additionally, the securities purchased subject to reverse repurchase have a market value greater than the reverse repurchase amount. The typical haircut for high quality sovereign debt is 2% of the reverse repurchase amount which provides additional excess collateral. Thus, in the event that a reverse repurchase counterparty defaults on its obligation to repurchase the underlying reverse repurchase securities, our clearing house will have possession of a security with a value potentially greater than the counterparty’s obligation.
Security Issuer Risk: Security issuer risk is the risk that an issuer of a security defaults on the payment when the security matures or debt is serviced. This risk is mitigated by limiting allowable investments under the reverse repurchase agreements to high quality sovereign or government agency debt and limiting any direct investments to high quality sovereign debt instruments.
Investment Counterparty Risk: Investment counterparty risk is the risk that a reverse repurchase agreement counterparty might become insolvent and, thus, fail to meet its obligations to our clearing houses. We mitigate this risk by only engaging in transactions with high credit quality counterparties and by limiting the acceptable collateral to securities of high quality issuers. When engaging in reverse repurchase agreements, our clearing houses take delivery of the securities underlying the reverse repurchase arrangement in custody accounts under clearing house control. Additionally, the securities purchased subject to reverse repurchase have a market value greater than the reverse repurchase amount. The typical haircut for high quality sovereign debt is 2% of the reverse repurchase amount which provides additional excess collateral. Thus, in the event that a reverse repurchase counterparty defaults on its obligation to repurchase the underlying reverse repurchase securities, our clearing house will have possession of a security with a value potentially greater than the counterparty’s obligation.
The ICE Clearing Houses may use third-party investment advisors who make investments subject to the guidelines provided by each clearing house. Such advisors do not hold clearing member cash or cash equivalent deposits or the underlying investments. Clearing house property is held in custody accounts under clearing house control with credit worthy custodians including JPMorgan Chase Bank N.A., Citibank N.A., BNY Mellon, BMO Harris N.A. and Euroclear Bank Brussels (for non-U.S. dollar deposits). The ICE Clearing Houses employ (or may employ) multiple investment advisors and custodians to ensure that in the event a single advisor or custodian is unable to fulfill its role, additional advisors or custodians are available as alternatives.
Cross-Currency Margin Deposit Risk: Each of the ICE Clearing Houses may permit posting of cross-currency collateral to satisfy margin requirements (for example, accepting margin deposits denominated in U.S. dollars to secure a Euro margin obligation). The ICE Clearing Houses mitigate the risk of a currency value exposure by applying a “haircut” to the currency posted as margin at a level viewed as sufficient to provide financial protection during periods of currency volatility. Cross-currency balances are marked-to-market on a daily basis. Should the currency posted to satisfy margin requirements decline in value, the clearing member is required to increase its margin deposit on a same-day basis.
Cross-Currency Margin Deposit Risk: Each of the ICE Clearing Houses may permit posting of cross-currency collateral to satisfy margin requirements (for example, accepting margin deposits denominated in U.S. dollars to secure a Euro margin obligation). The ICE Clearing Houses mitigate the risk of a currency value exposure by applying a “haircut” to the currency posted as margin at a level viewed as sufficient to provide financial protection during periods of currency volatility. Cross-currency balances are marked-to-market on a daily basis. Should the currency posted to satisfy margin requirements decline in value, the clearing member is required to increase its margin deposit on a same-day basis.
Impact of Inflation
We have not been adversely affected by inflation as technological advances and competition have generally caused prices for the hardware and software that we use for our electronic platforms to remain constant. In the event of inflation, we believe that we will be able to pass on any price increases to our participants, as the prices that we charge are not governed by long-term contracts.



ITEM 8.    FINANCIAL    STATEMENTS AND SUPPLEMENTARY DATA
INDEX TO CONSOLIDATED FINANCIAL STATEMENTS
 
Page
 
Intercontinental Exchange, Inc. and Subsidiaries: 
Report of Management on Internal Control over Financial Reporting
Report of Independent Registered Public Accounting Firm on Internal Control Over Financial Reporting
Report of Independent Registered Public Accounting Firm on Financial Statements
Consolidated Balance Sheets as of December 31, 20182019 and 20172018
Consolidated Statements of Income for the Years Ended December 31, 2019, 2018 2017 and 20162017
Consolidated Statements of Comprehensive Income for the Years Ended December 31, 2019, 2018 2017 and 20162017
Consolidated Statements of Changes in Equity Accumulated Other Comprehensive Income (Loss) and Redeemable Non-Controlling Interest for the Years Ended December 31, 2019, 2018 2017 and 20162017
Consolidated Statements of Cash Flows for the Years Ended December 31, 2019, 2018 2017 and 20162017
Notes to Consolidated Financial Statements




REPORT OF MANAGEMENT ON INTERNAL CONTROL OVER FINANCIAL REPORTING
Our management is responsible for the preparation and integrity of the consolidated financial statements appearing in our Annual Report on Form 10-K. The financial statements were prepared in conformity with generally accepted accounting principles appropriate in the circumstances and, accordingly, include certain amounts based on our best judgments and estimates.
Our management is responsible for establishing and maintaining adequate internal control over financial reporting as such term is defined in Rule 13a-15(f) and 15d-a5(f) under the Securities Exchange Act of 1934 (“Exchange Act”). Our internal control over financial reporting is designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of the consolidated financial statements. Our internal control over financial reporting is supported by a program of internal audits and appropriate reviews by management, written policies and guidelines, careful selection and training of qualified personnel and a written Global Code of Business Conduct adopted by our Board of Directors, applicable to all of our directors and all officers and all of our employees.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements and even when determined to be effective, can only provide reasonable assurance with respect to financial statement preparation and presentation. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.
Management assessed the effectiveness of our internal control over financial reporting as of December 31, 2018.2019. In making this assessment, management used the criteria set forth by the Committee of Sponsoring Organizations of the Treadway Commission (“COSO”) in Internal Control - Integrated Framework (2013 framework). Based on our assessment, management believes that we maintained effective internal control over financial reporting as of December 31, 2018.2019.
Our independent auditors, Ernst & Young LLP, a registered public accounting firm, are appointed by the Audit Committee, subject to ratification by our stockholders. Ernst & Young LLP has audited and reported on our consolidated financial statements and the effectiveness of our internal control over financial reporting. The reports of our independent registered public accounting firm are contained in this Annual Report.
 
/s/    Jeffrey C. Sprecher /s/    Scott A. Hill
Jeffrey C. Sprecher Scott A. Hill
Chairman of the Board and Chief Financial Officer
Chief Executive Officer  
   
February 7, 20196, 2020 February 7, 20196, 2020


REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM
ON INTERNAL CONTROL OVER FINANCIAL REPORTING
To the Stockholders and the Board of Directors of Intercontinental Exchange, Inc.
Opinion on Internal Control over Financial Reporting
We have audited Intercontinental Exchange, Inc. and Subsidiaries’ internal control over financial reporting as of December 31, 2018,2019, based on criteria established in Internal Control-Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 framework) (the COSO criteria). In our opinion, Intercontinental Exchange, Inc. and Subsidiaries (the Company) maintained, in all material respects, effective internal control over financial reporting as of December 31, 2018,2019, based on the COSO criteria.
We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated balance sheets of the Company as of December 31, 20182019 and 2017,2018, and the related consolidated statements of income, comprehensive income, changes in equity accumulated other comprehensive income (loss) and redeemable non-controlling interest, and cash flows for each of the three years in the period ended December 31, 2018,2019, and the related notes, and our report dated February 7, 20196, 2020 expressed an unqualified opinion thereon.
Basis for Opinion
The Company’s management is responsible for maintaining effective internal control over financial reporting and for its assessment of the effectiveness of internal control over financial reporting included in the accompanying “Report of Management on Internal Control over Financial Reporting”. Our responsibility is to express an opinion on the Company’s internal control over financial reporting based on our audit. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.
We conducted our audit in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether effective internal control over financial reporting was maintained in all material respects.
Our audit included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, testing and evaluating the design and operating effectiveness of internal control based on the assessed risk, and performing such other procedures as we considered necessary in the circumstances. We believe that our audit provides a reasonable basis for our opinion.
Definition and Limitations of Internal Control over Financial Reporting
A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (2) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (3) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial statements.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.
/s/ Ernst & Young LLP
Atlanta, Georgia
February 7, 20196, 2020
 




REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM
ON FINANCIAL STATEMENTS


To the Stockholders and the Board of Directors of Intercontinental Exchange, Inc.
Opinion on the Financial Statements
We have audited the accompanying consolidated balance sheets of Intercontinental Exchange, Inc. and Subsidiaries (the Company) as of December 31, 20182019 and 2017,2018, and the related consolidated statements of income, comprehensive income, changes in equity accumulated other comprehensive income (loss) and redeemable non-controlling interest, and cash flows for each of the three years in the period ended December 31, 2018,2019, and the related notes (collectively referred to as the “consolidated financial“financial statements”). In our opinion, the consolidated financial statements present fairly, in all material respects, the consolidated financial position of the Company at December 31, 2019 and 2018, and 2017, and the consolidated results of its operations and its cash flows for each of the three years in the period ended December 31, 2018,2019, in conformity with U.S. generally accepted accounting principles.
We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the Company’s internal control over financial reporting as of December 31, 2018,2019, based on criteria established in Internal Control-Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 Framework), and our report dated February 7, 20196, 2020 expressed an unqualified opinion thereon.
Basis for Opinion
These financial statements are the responsibility of the Company’s management. Our responsibility is to express an opinion on the Company’s financial statements based on our audits. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.
We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the financial statements are free of material misstatement, whether due to error or fraud. Our audits included performing procedures to assess the risks of material misstatement of the financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the financial statements. We believe that our audits provide a reasonable basis for our opinion.
Critical Audit Matters
The critical accounting matters communicated below are matters arising from the current period audit of the financial statements that were communicated or required to be communicated to the audit committee and that: (1) relate to accounts or disclosures that are material to the financial statements and (2) involved our especially challenging, subjective or complex judgments. The communication of critical audit matters does not alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matters below, providing separate opinions on the critical audit matters or on the accounts or disclosures to which they relate.

Accounting for Acquisition

Description of the MatterAs discussed in Note 3 to the consolidated financial statements, during 2019, the Company completed its acquisition of Simplifile, LC (“Simplifile”) for net consideration of $338 million. This transaction was accounted for as a business combination.

Auditing the Company's accounting for its acquisition of Simplifile was complex due to the significant estimation in the Company’s determination of fair value of the customer relationship identified intangible asset of $104 million. The significant estimation was primarily due to sensitivity of the fair value to underlying assumptions about future performance of the acquired business in the Company’s discounted cash flow model used to measure the customer relationship intangible asset. These significant assumptions included the revenue and expense growth rates that form the basis of the forecasted results and the discount rate.
How We Addressed theWe tested the Company's controls over its accounting for acquisitions. For example, we
Matter in Our Audittested controls over the estimation process supporting the recognition and measurement of the customer relationship intangible asset, which included testing controls over management’s review of assumptions used in its customer relationship valuation model.
To test the estimated fair value of the customer relationship intangible asset, we performed audit procedures that included, among others, evaluating the valuation methodology and the significant assumptions used by the Company's valuation specialist, and evaluating the completeness and accuracy of the underlying data supporting the estimated fair value. We involved our valuation specialists to assist with our evaluation of the methodology used by the Company and significant assumptions included in the fair value estimate, including testing the revenue and expense growth rates that form the basis of the forecasted results and the discount rate. For example, we compared the significant assumptions to current industry, market and economic trends, to assumptions used to value similar assets in other acquisitions, to the historical results of the acquired business, and to the Company’s budgets and forecasts, in addition to performing sensitivity analysis over these assumptions. We also evaluated the adequacy of the Company’s disclosures included in Note 3 in relation to these acquisition matters.

Accounting for Income Taxes

Description of the MatterAs discussed in Note 13 to the consolidated financial statements, the Company operates in the United States and multiple international tax jurisdictions and is subject to tax treaty arrangements and transfer pricing guidelines for intercompany transactions. Consolidated income tax expense, including the liability for unrecognized tax benefits, is an estimate based on management’s understanding and interpretation of current enacted tax laws and tax rates of each tax jurisdiction. For the year-ended December 31, 2019, the Company recognized consolidated income tax expense of $521 million, and as of December 31, 2019, the Company accrued liabilities of $103 million for unrecognized tax benefits.
Auditing the Company's accounting for consolidated income tax expense was complex because management’s calculation of consolidated income tax expense involves application and interpretation of complex tax laws, many of which were significantly modified as part of the Tax Cuts and Jobs Act. Further, the identification and measurement of unrecognized tax benefits requires significant management judgment and estimation. Each tax position may involve unique facts and circumstances to be evaluated, and there may be uncertainties around initial recognition and de-recognition of tax positions, including regulatory changes, litigation and examination activity.

How We Addressed theWe tested the Company’s controls that address the risks of material misstatement relating
Matter in Our Auditto the Company’s consolidated income tax expense. For example, we tested controls over management’s calculation of the federal, state and foreign components of income tax expense including management’s controls over the identification and ongoing review of its unrecognized tax benefits.

To test consolidated income tax expense, we performed audit procedures that included, among others, recalculation of consolidated income tax expense and agreeing the data used in the calculations to the Company’s underlying books and records. We involved our tax professionals to evaluate the application of tax law to management’s calculation methodologies and tax positions. This included assessing the Company’s correspondence with the relevant tax authorities and evaluating third-party advice obtained by the Company. We also evaluated the assumptions the Company used to develop its tax positions and related unrecognized tax benefit amounts by jurisdiction. For example, we compared the estimated liabilities for unrecognized tax benefits to similar positions in prior periods and assessed management’s consideration of current tax controversy and litigation and trends in similar positions challenged by tax authorities. We also assessed the historical accuracy of management’s estimates of its unrecognized tax benefits by comparing the estimates with the resolution of those positions. We also evaluated the adequacy of the Company’s disclosures included in Note 13 in relation to these tax matters.
/s/ Ernst & Young LLP
We have served as the Company’s auditor since 2002.
Atlanta, Georgia
February 7, 20196, 2020




Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Balance Sheets
(In millions, except per share amounts)
As of December 31,As of December 31,
2018 20172019 2018
Assets:      
Current assets:      
Cash and cash equivalents$724
 $535
$841
 $724
Short-term restricted cash and cash equivalents818
 769
943
 818
Customer accounts receivable, net of allowance for doubtful accounts of $7 and $6, respectively953
 903
Customer accounts receivable, net of allowance for doubtful accounts of $8 and $7, respectively988
 953
Margin deposits, guaranty funds and delivery contracts receivable63,955
 51,222
64,987
 63,955
Prepaid expenses and other current assets242
 133
220
 242
Total current assets66,692
 53,562
67,979
 66,692
Property and equipment, net1,241
 1,246
1,536
 1,241
Other non-current assets:      
Goodwill13,085
 12,216
13,342
 13,085
Other intangible assets, net10,462
 10,269
10,258
 10,462
Long-term restricted cash and cash equivalents330
 264
404
 330
Other non-current assets981
 707
974
 981
Total other non-current assets24,858
 23,456
24,978
 24,858
Total assets$92,791
 $78,264
$94,493
 $92,791
      
Liabilities and Equity:      
Current liabilities:      
Accounts payable and accrued liabilities$521
 $462
$505
 $521
Section 31 fees payable105
 128
138
 105
Accrued salaries and benefits280
 227
291
 280
Deferred revenue135
 125
129
 135
Short-term debt951
 1,833
2,569
 951
Margin deposits, guaranty funds and delivery contracts payable63,955
 51,222
64,987
 63,955
Other current liabilities161
 178
197
 161
Total current liabilities66,108
 54,175
68,816
 66,108
Non-current liabilities:      
Non-current deferred tax liability, net2,337
 2,298
2,314
 2,337
Long-term debt6,490
 4,267
5,250
 6,490
Accrued employee benefits204
 243
198
 204
Non-current operating lease liability281
 
Other non-current liabilities350
 296
270
 350
Total non-current liabilities9,381
 7,104
8,313
 9,381
Total liabilities75,489
 61,279
77,129
 75,489
Commitments and contingencies

 

Commitments and contingencies:


 


Redeemable non-controlling interest in consolidated subsidiaries71
 
78
 71
Equity:      
Intercontinental Exchange, Inc. stockholders’ equity:      
Preferred stock, $0.01 par value; 100 authorized; none issued or outstanding
 

 
Common stock, $0.01 par value; 1,500 authorized; 604 and 569 shares issued and outstanding at December 31, 2018, respectively, and 600 and 583 shares issued and outstanding at December 31, 2017, respectively6
 6
Treasury stock, at cost; 35 and 17 shares, respectively(2,354) (1,076)
Common stock, $0.01 par value; 1,500 authorized; 607 and 554 shares issued and outstanding at December 31, 2019, respectively, and 604 and 569 shares issued and outstanding at December 31, 2018, respectively6
 6
Treasury stock, at cost; 53 and 35 shares, respectively(3,879) (2,354)
Additional paid-in capital11,547
 11,392
11,742
 11,547
Retained earnings8,317
 6,858
9,629
 8,317
Accumulated other comprehensive loss(315) (223)(243) (315)
Total Intercontinental Exchange, Inc. stockholders’ equity17,201
 16,957
17,255
 17,201
Non-controlling interest in consolidated subsidiaries30
 28
31
 30
Total equity17,231
 16,985
17,286
 17,231
Total liabilities and equity$92,791
 $78,264
$94,493
 $92,791


See accompanying notes.


Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Statements of Income
(In millions, except per share amounts)
Year Ended December 31,Year Ended December 31,
2018 2017 20162019 2018 2017
Revenues:          
Transaction and clearing, net$3,483
 $3,131
 $3,384
$3,627
 $3,483
 $3,131
Data services2,115
 2,084
 1,978
2,211
 2,115
 2,084
Listings444
 426
 432
449
 444
 426
Other revenues234
 202
 177
260
 234
 202
Total revenues6,276
 5,843
 5,971
6,547
 6,276
 5,843
Transaction-based expenses:          
Section 31 fees357
 372
 389
379
 357
 372
Cash liquidity payments, routing and clearing940
 833
 1,070
966
 940
 833
Total revenues, less transaction-based expenses4,979
 4,638
 4,512
5,202
 4,979
 4,638
Operating expenses:          
Compensation and benefits994
 946
 953
1,042
 994
 946
Professional services131
 121
 137
125
 131
 121
Acquisition-related transaction and integration costs34
 36
 80
2
 34
 36
Technology and communication432
 397
 374
469
 432
 397
Rent and occupancy68
 69
 70
68
 68
 69
Selling, general and administrative151
 155
 116
161
 151
 155
Depreciation and amortization586
 535
 610
662
 586
 535
Total operating expenses2,396
 2,259
 2,340
2,529
 2,396
 2,259
Operating income2,583
 2,379
 2,172
2,673
 2,583
 2,379
Other income (expense):          
Interest income22

8
 3
35

22
 8
Interest expense(244) (187) (178)(285) (244) (187)
Other income, net159
 326
 46
58
 159
 326
Other income (expense), net(63) 147
 (129)(192) (63) 147
Income before income tax expense (benefit)2,520
 2,526
 2,043
2,481
 2,520
 2,526
Income tax expense (benefit)500
 (28) 586
521
 500
 (28)
Net income$2,020
 $2,554
 $1,457
$1,960
 $2,020
 $2,554
Net income attributable to non-controlling interest(32) (28) (27)(27) (32) (28)
Net income attributable to Intercontinental Exchange, Inc.$1,988
 $2,526
 $1,430
$1,933
 $1,988
 $2,526
Earnings per share attributable to Intercontinental Exchange, Inc. common stockholders:          
Basic$3.46
 $4.29
 $2.40
$3.44
 $3.46
 $4.29
Diluted$3.43
 $4.25
 $2.39
$3.42
 $3.43
 $4.25
Weighted average common shares outstanding:          
Basic575
 589
 595
561
 575
 589
Diluted579
 594
 599
565
 579
 594
Dividend per share$0.96
 $0.80
 $0.68


See accompanying notes.


Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Statements of Comprehensive Income
(In millions)
 
Year Ended December 31,Year Ended December 31,
2018 2017 20162019 2018 2017
Net income$2,020
 $2,554
 $1,457
$1,960
 $2,020
 $2,554
Other comprehensive income (loss):          
Foreign currency translation adjustments, net of tax expense (benefit) of ($1), ($6) and ($22) for 2018, 2017 and 2016, respectively, and net impact of $1 from adoption of ASU 2018-02 in 2018(91) 133
 (300)
Foreign currency translation adjustments, net of tax expense (benefit) of $1, ($1) and ($6) for 2019, 2018 and 2017, respectively, and net impact of $1 from adoption of ASU 2018-02 in 201850
 (91) 133
Change in fair value of available-for-sale securities
 68
 134

 
 68
Reclassification of realized gain on available-for-sale investment to other income
 (176) 

 
 (176)
Change in equity method investment(1) 
 
Reclassification of foreign currency translation loss on sale of Trayport to other expense
 76
 

 
 76
Employee benefit plan net gains (losses), net of tax expense of $9, $8 and $7 in 2018, 2017 and 2016, respectively, and net impact of $25 from adoption of ASU 2018-02 in 2018(1) 20
 10
Employee benefit plan net gains (losses), net of tax expense of $9, $9 and $8 in 2019, 2018 and 2017, respectively, and net impact of $25 from adoption of ASU 2018-02 in 201823
 (1) 20
Other comprehensive income (loss)(92) 121
 (156)72
 (92) 121
Comprehensive income$1,928
 $2,675
 $1,301
$2,032
 $1,928
 $2,675
Comprehensive income attributable to non-controlling interest(32) (28) (27)(27) (32) (28)
Comprehensive income attributable to Intercontinental Exchange, Inc.$1,896
 $2,647
 $1,274
$2,005
 $1,896
 $2,647


See accompanying notes.


Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Statements of Changes in Equity Accumulated Other Comprehensive Income (Loss)
and Redeemable Non-Controlling Interest
(In millions)
Intercontinental Exchange, Inc. Stockholders' Equity 
Non-
Controlling
Interest in
Consolidated
Subsidiaries
 
Total
Equity
 Redeemable Non-controlling InterestIntercontinental Exchange, Inc. Stockholders' Equity 
Non-
Controlling
Interest in
Consolidated
Subsidiaries
 
Total
Equity
 Redeemable Non-controlling Interest
Common
 Stock
 Treasury Stock 
Additional
Paid-in
Capital
 
Retained
Earnings
 
Accumulated
Other
Comprehensive
Income (Loss)
 
Common
 Stock
 Treasury Stock 
Additional
Paid-in
Capital
 
Retained
Earnings
 
Accumulated
Other
Comprehensive
Income (Loss)
 
Shares Value Shares Value Shares Value Shares Value 
Balance, as of January 1, 2016628
 $6
 (34) $(1,448) $12,290
 $4,161
 $(188) $32
 $14,853
 $35
Other comprehensive loss
 
 
 
 
 
 (156) 
 (156) 
Exercise of common stock options1
 
 
 
 22
 
 
 
 22
 
Treasury shares retired in connection with stock split(35) 
 35
 1,512
 (1,142) (370) 
 
 
 
Repurchases of common stock
 
 (1) (50) 
 
 
 
 (50) 
Payments relating to treasury shares
 
 (1) (54) 
 
 
 
 (54) 
Stock-based compensation
 
 
 
 136
 
 
 
 136
 
Issuance of restricted stock2
 
 
 
 
 
 
 
 
 
Adjustment to redemption value
 
 
 
 
 (2) 
 
 (2) 1
Distributions of profits
 
 
 
 
 
 
 (19) (19) (3)
Dividends paid to stockholders
 
 
 
 
 (409) 
 
 (409) 
Net income attributable to non-controlling interest
 
 
 
 
 (27) 
 24
 (3) 3
Net income
 
 
 
 
 1,457
 
 
 1,457
 
Balance, as of December 31, 2016596
 6
 (1) (40) 11,306
 4,810
 (344) 37
 15,775
 36
Balance, as of January 1, 2017596
 6
 (1) (40) 11,306
 4,810
 (344) 37
 15,775
 36
Other comprehensive income
 
 
 
 
 
 121
 
 121
 

 
 
 
 
 
 121
 
 121
 
Exercise of common stock options
 
 
 
 17
 
 
 
 17
 

 
 
 
 17
 
 
 
 17
 
Repurchases of common stock
 
 (15) (949) 
 
 
 
 (949) 

 
 (15) (949) 
 
 
 
 (949) 
Payments relating to treasury shares
 
 (1) (88) 
 
 
 
 (88) 

 
 (1) (88) 
 
 
 
 (88) 
Stock-based compensation
 
 
 
 152
 
 
 
 152
 

 
 
 
 152
 
 
 
 152
 
Issuance of restricted stock4
 
 
 1
 (1) 
 
 
 
 
4
 
 
 1
 (1) 
 
 
 
 
Acquisition of non-controlling interest
 
 
 
 (82) 
 
 (10) (92) 

 
 
 
 (82) 
 
 (10) (92) 
Distributions of profits
 
 
 
 
 
 
 (26) (26) 

 
 
 
 
 
 
 (26) (26) 
Dividends paid to stockholders
 
 
 
 
 (476) 
 
 (476) 

 
 
 
 
 (476) 
 
 (476) 
Redeemable non-controlling interest
 
 
 
 
 (2) 
 
 (2) (37)
 
 
 
 
 (2) 
 
 (2) (37)
Net income attributable to non-controlling interest
 
 
 
 
 (28) 
 27
 (1) 1

 
 
 
 
 (28) 
 27
 (1) 1
Net income
 
 
 
 
 2,554
 
 
 2,554
 

 
 
 
 
 2,554
 
 
 2,554
 
Balance, as of December 31, 2017600
 6
 (17) (1,076) 11,392
 6,858
 (223) 28
 16,985
 
600
 6
 (17) (1,076) 11,392
 6,858
 (223) 28
 16,985
 
Other comprehensive loss
 
 
 
 
 
 (66) 
 (66) 

 
 
 
 
 
 (66) 
 (66) 
Exercise of common stock options1
 
 
 
 32
 
 
 
 32
 
1
 
 
 
 32
 
 
 
 32
 
Repurchases of common stock
 
 (16) (1,198) 
 
 
 
 (1,198) 

 
 (16) (1,198) 
 
 
 
 (1,198) 
Payments relating to treasury shares
 
 (2) (80) 
 
 
 
 (80) 

 
 (2) (80) 
 
 
 
 (80) 
Stock-based compensation
 
 
 
 146
 
 
 
 146
 

 
 
 
 146
 
 
 
 146
 
Issuance of restricted stock3
 
 
 
 
 
 
 
 
 
3
 
 
 
 
 
 
 
 
 
Changes in non-controlling interest
 
 
 
 (23) 
 
 (2) (25) 

 
 
 
 (23) 
 
 (2) (25) 
Distributions of profits
 
 
 
 
 
 
 (28) (28) 

 
 
 
 
 
 
 (28) (28) 
Dividends paid to stockholders
 
 
 
 
 (555) 
 
 (555) 

 
 
 
 
 (555) 
 
 (555) 
Redeemable non-controlling interest
 
 
 
 
 
 
 
 
 71

 
 
 
 
 
 
 
 
 71
Impact of adoption of ASU 2018-02 to reclassify items stranded in other comprehensive income
 
 
 
 
 26
 (26) 
 
 

 
 
 
 
 26
 (26) 
 
 
Net income attributable to non-controlling interest
 
 
 
 
 (32) 
 32
 
 

 
 
 
 
 (32) 
 32
 
 
Net income
 
 
 
 
 2,020
 
 
 2,020
 

 
 
 
 
 2,020
 
 
 2,020
 
Balance, as of December 31, 2018604
 $6
 (35) $(2,354) $11,547
 $8,317
 $(315) $30
 $17,231
 $71
604
 6
 (35) (2,354) 11,547
 8,317
 (315) 30
 17,231
 71
Other comprehensive income
 
 
 
 
 
 72
 
 72
 
Exercise of common stock options1
 
 
 
 23
 
 
 
 23
 
Repurchases of common stock
 
 (17) (1,460) 
 
 
 
 (1,460) 
Payments relating to treasury shares
 
 (1) (65) 
 
 
 
 (65) 
Stock-based compensation
 
 
 
 143
 
 
 
 143
 11
Issuance under the employee stock purchase plan
 
 
 
 29
 
 
 
 29
 
Issuance of restricted stock2
 
 
 
 
 
 
 
 
 
Distributions of profits
 
 
 
 
 
 
 (29) (29) 
Dividends paid to stockholders
 
 
 
 
 (621) 
 
 (621) 
Net income attributable to non-controlling interest
 
 
 
 
 (27) 
 30
 3
 (4)
Net income
 
 
 
 
 1,960
 
 
 1,960
 
Balance, as of December 31, 2019607
 $6
 (53) $(3,879) $11,742
 $9,629
 $(243) $31
 $17,286
 $78


See accompanying notes.




















Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Statements of Changes in Equity, Accumulated Other Comprehensive Income (Loss)
and Redeemable Non-Controlling Interest — (Continued)
(In millions)
 As of December 31,
 2018 2017 2016
Accumulated other comprehensive loss was as follows:     
Foreign currency translation adjustments$(227) $(136) $(345)
Fair value of available-for-sale securities
 
 108
Comprehensive income from equity method investment2
 2
 2
Employee benefit plans adjustments(90) (89) (109)
Accumulated other comprehensive loss$(315) $(223) $(344)

See accompanying notes.


    
Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Statements of Cash Flows
(In millions)
Year Ended December 31,Year Ended December 31,
2018 2017 20162019 2018 2017
Operating activities     
Operating activities:     
Net income$2,020
 $2,554
 $1,457
$1,960
 $2,020
 $2,554
Adjustments to reconcile net income to net cash provided by operating activities:          
Depreciation and amortization586
 535
 610
662
 586
 535
Stock-based compensation130
 135
 124
139
 130
 135
Deferred taxes27
 (654) 120
(33) 27
 (654)
Cetip realized investment gain, net
 (114) 

 
 (114)
Trayport gain, net
 (110) 

 
 (110)
Gain on acquisition of remaining MERS interest(110) 
 

 (110) 
Other(24) (22) (6)(40) (24) (22)
Changes in assets and liabilities:          
Customer accounts receivable(44) (135) (65)(30) (44) (135)
Other current and non-current assets(45) (24) 7
(17) (45) (24)
Section 31 fees payable(33) (2) 14
34
 (33) (2)
Deferred revenue1
 8
 28
(18) 1
 8
Other current and non-current liabilities25
 (86) (140)2
 25
 (86)
Total adjustments513
 (469) 692
699
 513
 (469)
Net cash provided by operating activities2,533
 2,085
 2,149
2,659
 2,533
 2,085
          
Investing activities     
Investing activities:     
Capital expenditures(134) (220) (250)(153) (134) (220)
Capitalized software development costs(146) (137) (115)(152) (146) (137)
Proceeds from sale of Cetip, net
 438
 

 
 438
Cash paid for acquisitions, net of cash acquired(1,246) (423) (425)(352) (1,246) (423)
Return of capital from equity method investment60
 
 
Cash received from divestitures
 761
 

 
 761
Purchases of investments(306) (327) (70)
Proceeds from investments77
 
 
Purchases of equity investments
 (306) (327)
Proceeds from investments, net9
 77
 
Other(6) 
 
Net cash provided by (used in) investing activities(1,755) 92
 (860)(594) (1,755) 92
          
Financing activities     
Financing activities:     
Proceeds from debt facilities, net2,213
 984
 
10
 2,213
 984
Repayments of debt facilities(600) (850) 

 (600) (850)
Repayments of commercial paper, net(283) (409) (949)
Proceeds from/(repayments of) commercial paper, net360
 (283) (409)
Repurchases of common stock(1,198) (949) (50)(1,460) (1,198) (949)
Dividends to stockholders(555) (476) (409)(621) (555) (476)
Payments relating to treasury shares(80) (88) (54)
Payments relating to treasury shares received for restricted stock tax payments and stock option exercises(65) (80) (88)
Acquisition of non-controlling interest and redeemable non-controlling interest(35) (174) 

 (35) (174)
Proceeds from issuance of redeemable non-controlling interest71
 
 

 71
 
Other4
 (9) 
23
 4
 (9)
Net cash used in financing activities(463) (1,971) (1,462)(1,753) (463) (1,971)
Effect of exchange rate changes on cash, cash equivalents, and restricted cash and cash equivalents(11) 12
 (24)4
 (11) 12
Net increase (decrease) in cash, cash equivalents, and restricted cash and cash equivalents304
 218
 (197)
Net increase in cash, cash equivalents, and restricted cash and cash equivalents316
 304
 218
Cash, cash equivalents, and restricted cash and cash equivalents at beginning of year1,568
 1,350
 1,547
1,872
 1,568
 1,350
Cash, cash equivalents, and restricted cash and cash equivalents at end of year$1,872
 $1,568
 $1,350
$2,188
 $1,872
 $1,568
Supplemental cash flow disclosure     
     
Supplemental cash flow disclosures:     
Cash paid for income taxes$533
 $594
 $460
$557
 $533
 $594
Cash paid for interest$202
 $171
 $170
$280
 $202
 $171
Supplemental non-cash investing and financing activity     
Treasury stock retirement$
 $
 $1,512
See accompanying notes.


Intercontinental Exchange, Inc. and Subsidiaries
Notes to Consolidated Financial Statements
1.Description of Business
Nature of Business and Organization
We are a leading global operator of regulated exchanges, clearing houses and listings venues, and a provider of data services for commodity, financial, fixed income and equity markets. We operate regulated marketplaces for listing, trading and clearing a broad array of derivatives contracts and securities across major asset classes, including energy and agricultural commodities, metals, interest rates, equities, exchange-traded funds, or ETFs, credit derivatives, digital assets, bonds and currencies. Wecurrencies, and also offer mortgage and technology services. In addition, we offer comprehensive data services to support the trading, investment, risk management and connectivity needs of customers around the world and across asset classes.
Our exchanges include derivative exchanges in the United States, or U.S., United Kingdom, or U.K., European Union or EU, Canada and Singapore, and cash equities, equity options and bond exchangestrading venues in the U.S. We also operate over-the-counter, or OTC, markets for physical energy, fixed income and credit default swaps, or CDS, trade execution. To serve global derivatives markets, we operate central counterparty clearing houses, or CCPs, in the U.S., U.K., EU, Canada and Singapore (Note 14). We offer a range of data services for global financial and commodity markets, including pricing and reference data, exchange data, analytics, feeds, index services, desktops and connectivity solutions. Through our markets, clearing houses, listings and data services, we provide comprehensive solutions for our customers to manage risk and raise capital through liquid markets, benchmark products, access to capital markets and related services to support their ability to manage risk and raise capital. Our business is currently conducted as two reportable segments, our Trading and Clearing segment and our Data and Listings segment, and the majority of our identifiable assets are located in the U.S. and U.K. (Note 18).services.


2.Summary of Significant Accounting Policies
Basis of Presentation
The accompanying consolidated financial statements have been prepared by us in accordance with U.S. generally accepted accounting principles, or U.S. GAAP. These statements include the accounts of our wholly-owned and controlled subsidiaries. For consolidated subsidiaries in which our ownership is less than 100% and for which we have control over the assets and liabilities and the management of the entity, the outside stockholders’ interests are shown as non-controlling interests. Where outside owners hold an option to require us to repurchase their interests, these amounts are shown as redeemable non-controlling interests and are subject to remeasurement when repurchase is probable (Note 3).
All intercompany balances and transactions between us and our wholly-owned and controlled subsidiaries have been eliminated in consolidation. As discussed in Note 3, theThe financial results of companies we acquire are included from the acquisition dates and the results of companies we sold are included up to the disposition dates. The accounting policies used to prepare these financial statements are the same as those used to prepare the consolidated financial statements in prior years except as described in these footnotes or for the adoption of new standards as outlined below.
Use of Estimates
Preparing financial statements in conformity with U.S. GAAP requires us to make certain estimates and assumptions that affect the amounts reported in our consolidated financial statements and accompanying disclosures. Actual amounts could differ from those estimates.
Comprehensive Income
Other comprehensive income includes changes in fair value of net investment hedges, foreign currency translation adjustments, comprehensive income from equity method investments, and amortization of the difference in the projected benefit obligation and the accumulated benefit obligation associated with benefit plan liabilities, net of tax. Prior to the January 1, 2018 adoption of Accounting Standards Update, or ASU, No. 2016-01, see "-Recently Adopted Accounting Pronouncements" below, our other comprehensive income included changes in unrealized gains and losses on financial instruments classified as available-for-sale.
Segment and Geographic Information
We operate and present our results based on our two2 business segments: the Trading and Clearing segment that comprises our transaction-based execution and clearing businesses and the Data and Listings segment that comprises our subscription-based data services and securities listings businesses. This presentation is reflective of how our chief

operating decision maker reviews and operates our business. The majority of our identifiable assets are located in the U.S and U.K. (Note 18).

Cash and Cash Equivalents
We consider all short-term, highly liquid investments with original maturities at the purchase date of three months or less to be cash equivalents.
Short-Term and Long-Term Restricted Cash and Cash Equivalents
We classify all cash and cash equivalents that are not available for immediate or general business use by us as restricted in the accompanying consolidated balance sheets (Note 6). This includes amounts set aside due to regulatory requirements, earmarked for specific purposes, or restricted by specific agreements. We also invest a portion of funds in excess of short-term operating needs in term deposits and investment-grade marketable debt securities, including government or government sponsoredgovernment-sponsored agencies and corporate debt securities. These are classified as cash equivalents, are short-term in nature and carrying amount approximates fair value.
Investments
We have made various investments in the equity securities of other companies. We also invest in mutual funds and fixed income securities. TheseWe classify all other investments that are not cash equivalents with original maturity dates of less than one year as short-term investments and all investments that we intend to hold for more than one year as long-term investments. Short-term and long-term investments are carried at fair value, with changesincluded in fair value, whether realized or unrealized, recognized in net income.other current and other non-current assets, respectively.
Investments in equity securities, or equity investments, are carried at fair value, with changes in fair value, whether realized or unrealized, recognized in net income. Fair value is determined using quoted prices in active markets for identical securities, when available. For those investments that do not have readily determinable fair market values, such as those which are not publicly-listed companies, we have made a fair value policy election under ASU No. 2016-01, Financial Instruments - Overall (Subtopic 825-10): Recognition and Measurement of Financial Assets and Financial Liabilities, or ASU 2016-01, discussed further below.2016-01. The election requires us to only adjust the fair value of such investments if and when there is an observable price change in an orderly transaction of a similar or identical investment, with any change in fair value recognized in net income. Investments that we intend to hold for more than one year are classified as other non-current assets in the accompanying consolidated balance sheets. See “Recently Adopted Accounting Pronouncements” below for the new financial instruments accounting standard and its impact on the accounting for our investments.
When we do not have a controlling financial interest in an entity but exercise significant influence over the entity’s operating and financial policies, such investments are accounted for using the equity method and included in other non-current assets. We recognize dividends when declared as a reduction in the carrying value of our equity method investments.
Margin Deposits, Guaranty Funds and Delivery Contracts Receivable and Payable
Original margin, variation margin and guaranty funds held by our clearing houses may be in the form of cash, government obligations, certain agency debt, letters of credit or gold (Note 14). Government, agencyWe hold the cash deposits at highly-rated financial institutions or through reverse repurchase agreements or direct investments. See "Credit Risk and corporate securities held for margin purposes are recorded at an amount that approximates fair value.Significant Customers", below. Cash and cash equivalent original margin, variation margin and guaranty fund deposits are reflected as current assets and current liabilities. The amount of margin deposits on hand will fluctuate over time as a result of, among other things, the extent of open positions held at any point in time by market participants in contracts and the margin rates then in effect for such contracts. Changes in our margin accounts are not reflected in our consolidated statements of cash flows. Non-cash and cash equivalent original margin and guaranty fund deposits are not reflected in the accompanying consolidated balance sheets as the risks and rewards of these assets remain with the clearing members unless the clearing houses have sold or re-pledged the assets or in the event of a clearing member default, where the clearing member is no longer entitled to redeem the assets. Any income, gain or loss accrues to the clearing members.
ICE NGX, which we acquired in December 2017, owns a clearing house which administers the physical delivery of energy trading contracts. It serves as an intermediary counterparty to both the buyer and seller. When physical delivery has occurred and/or settlement amounts have been determined, an asset is recorded as a delivery contract receivable and an offsetting payable is recorded for the amounts owed to or due from the contract participants. Amounts recorded at period-end represent receivables and payables for deliveries that have occurred but for which payment has not been received or made. There is no impact on our consolidated statements of income as an equal amount is recognized as

both an asset and a liability. ICE NGX also records unsettled variation margin equal to the fair value of open energy trading contracts as of the balance sheet date.

Property and Equipment
Property and equipment is recorded at cost, reduced by accumulated depreciation (Note 7). Depreciation and amortization is computed using the straight-line method based on estimated useful lives of the assets, or in the case of leasehold improvements, the shorter of the initial lease term or the estimated useful life of the improvement. We review the remaining estimated useful lives at each balance sheet date and make adjustments whenever events or changes in circumstances indicate that the remaining useful lives have changed. Gains on disposals are included in other income and losses on disposals are included in depreciation expense. Maintenance and repair costs are expensed as incurred.
Allowance for Doubtful Accounts
The allowance for doubtful accounts is maintained at a level that we believe to be sufficient to absorb probable losses in our accounts receivable portfolio. The allowance is based on several factors, including a continuous assessment of the collectability of each account. In circumstances where a specific customer’s inability to meet its financial obligations is known, we record a specific provision for bad debts against amounts due to reduce the receivable to the amount we reasonably believe will be collected. Accounts receivable are written-off against the allowance for doubtful accounts when collection efforts cease. A reconciliation of the beginning and ending amount of allowance for doubtful accounts is as follows for 2019, 2018 2017 and 20162017 (in millions):
 Year Ended December 31,
 2019 2018 2017
Beginning balance of allowance for doubtful accounts$7
 $6
 $7
Bad debt expense10
 8
 4
Charge-offs(9) (7) (5)
Ending balance of allowance for doubtful accounts$8
 $7
 $6

 Year Ended December 31,
 2018 2017 2016
Beginning balance of allowance for doubtful accounts$6
 $7
 $2
Bad debt expense8
 4
 5
Charge-offs(7) (5) 
Ending balance of allowance for doubtful accounts$7
 $6
 $7


Bad debt expense in the table above is based on our historical collection experiences and our assessment of the collectability of specific accounts. Charge-offs in the table above represent the write-off of uncollectible receivables, net of recoveries. These amounts also include the impact of foreign currency translation adjustments.
Software Development Costs
We capitalize costs related to software we develop or obtain for internal use. The costs capitalized include both internal and external direct and incremental costs. General and administrative costs related to developing or obtaining such software are expensed as incurred. Development costs incurred during the preliminary or maintenance project stages are expensed as incurred. Costs incurred during the application development stage are capitalized and amortized using the straight-line method over the useful life of the software, generally not exceeding three years (except for certain ICE Data Services and NYSE platforms, which have seven-year useful lives). Amortization begins only when the software becomes ready for its intended use.
Accrued Employee Benefits
We have a defined benefit pension plan and other postretirement benefit plans, or collectively the “benefit plans,” covering certain of our U.S. operations. The benefit accrual for the pension plan is frozen. We recognize the funded status of the benefit plans in our consolidated balance sheets, measure the fair value of plan assets and benefit obligations as of the date of our fiscal year-end, and provide additional disclosures in the footnotes (Note 16).
Benefit plan costs and liabilities are dependent on assumptions used in calculating such amounts. These are provided by a third-party specialist and include discount rates, health care cost trend rates, benefits earned, interest cost, expected return on assets, mortality rates and other factors. Actual results that differ from the assumptions are accumulated and amortized over future periods and, therefore, generally affect recognized expense and the recorded obligation in future periods. However, certain of these unrecognized amounts are recognized when triggering events occur, such as when a settlement of pension obligations in excess of total interest and service costs occurs. While we believe that the assumptions used are appropriate, differences in actual experience or changes in assumptions may affect our pension and other post-retirement obligations and future expense recognized.

Goodwill and Indefinite-Lived Intangible Assets
Goodwill represents the excess of the purchase price of our acquisitions over the fair value of identifiable net assets acquired, including other identified intangible assets (Note 8). We recognize specifically identifiablespecifically-identifiable intangibles when a specific right or contract is acquired. Withacquired with the assistance of third-party valuation specialists, goodwillspecialists. Goodwill has been allocated to our reporting units for purposes of impairment testing based on the portion of synergy, cost savings and other expected future cash flows expected to benefit the reporting units at the time of the acquisition. The reporting units identified for our goodwill testing are the Futures, Data and Listings, Cash Equities, Fixed Income and Credit Default Swap reporting units. Goodwill impairment testing is performed annually at the reporting unit level in the fiscal fourth quarter or more frequently if conditions exist that indicate that it may be impaired.
We also evaluate indefinite-lived intangible assets for impairment annually in our fiscal fourth quarter or more frequently if conditions exist that indicate that an asset may be impaired.
For both goodwill and indefinite-lived impairment testing, we have the option to first perform a qualitative assessment to determine whether it is more likely than not that the fair value of a reporting unit or indefinite lived intangible asset is less than its carrying amount. If we conclude that this is the case, we must perform additional testing of the asset or reporting unit. Otherwise, no further testing is necessary. If the fair value of the goodwill or indefinite-lived intangible asset is less than its carrying value, an impairment loss is recognized in earnings in an amount equal to the difference.
Other than For our goodwill impairment testing, we have elected to bypass the net lossqualitative assessment and apply the quantitative approach. For our testing of $6 million on the divestiture of NYSE Governance Services as discussed in Note 3, we did not record an impairment charge related to goodwill or indefinite-lived intangible assets, during 2018, 2017 or 2016.we apply qualitative and quantitative approaches.
Impairment of Long-Lived Assets and Finite-Lived Intangible Assets
We review our property and equipment and finite-lived intangible assets for impairment whenever events or changes in circumstances indicate that the carrying amount may not be fully recoverable. When these indicators exist, we project undiscounted net future cash flows over the remaining life of such assets. If the sum of the projected cash flows is less than the carrying amount, an impairment would exist, measured based upon the difference between the carrying amount and the fair value of the assets. Finite-lived intangible assets are generally amortized using the straight-line method or an accelerated method over the lesser of their contractual or estimated useful lives.
During the third quarter of 2016, we discontinued Creditex’s U.K. voice brokerage operations and an impairment of the asset was recorded for $33 million as amortization expense.
Derivatives and Hedging Activity
Periodically, we may use derivative financial instruments to manage exposure to changes in currency exchange rates. All derivatives are recorded at fair value. We generally do not designate these derivatives as hedges for accounting purposes. Accordingly, changes in fair value are recognized in income.
From time to time, we may also hedge the impact of currency translation arising from certain of our non-U.S. investments by designating as hedges all or a portion of certain financial liabilities denominated in the same currency as the investments. We entered into foreign currency hedging transactions during 2019, 2018 2017 and 20162017 as economic hedges to help mitigate a portion of our foreign exchange risk exposure. The gains and losses on these transactions were not material during these years.
Intellectual Property
All costs related to internally developed patents and trademarks are expensed as incurred. All costs related to purchased patents, trademarks and internet domain names are recorded as other intangible assets and are amortized using a straight-line method over their estimated useful lives. All costs related to licensed patents are capitalized and amortized using a straight-line method over the term of the license.
Income Taxes
We recognize income taxes under the liability method. We recognize a current tax liability or tax asset for the estimated taxes payable or refundable on tax returns for the current year. We recognize deferred tax assets and liabilities for the expected future tax consequences of temporary differences between the financial statement carrying amounts and the tax bases of assets and liabilities. We establish valuation allowances if we believe that it is more likely than not that some or all of our deferred tax assets will not be realized. Deferred tax assets and liabilities are measured using current enacted

tax rates in effect. We do not recognize a tax benefit unless we conclude that it is more likely than not that the benefit will be sustained on audit by the taxing authority based solely on the technical merits of the associated tax position. If the recognition threshold is met, we recognize a tax benefit measured at the largest amount of the tax benefit that, in our judgment, is greater than 50 percent likely to be realized. We recognize accrued interest and penalties related to uncertain tax positions as a component of income tax expense.

We are subject to tax in numerous domestic and foreign jurisdictions primarily based on our operations in these jurisdictions. Significant judgment is required in assessing the future tax consequences of events that have been recognized in our financial statements or tax returns. Fluctuations in the actual outcome of these future tax consequences could have a material impact on our financial position or results of operations.
During 2018, we completed our accounting for the tax effects of the enactment of the Tax Cuts and Jobs Act, or TCJA. We reaffirmed our position that we were not subject to transition tax as of December 31, 2017 under the TCJA. In addition, we concluded that the $764 million of deferred tax benefit recorded in the 2017 income tax provision was a reasonable estimate of the TCJA's effects on our deferred tax balances.
The Financial Accounting Standards Board, or FASB, Staff also provided additional guidance to address the accounting for the effects of the provisions related to the taxation of Global Intangible Low-Taxed Income noting that companies should make an accounting policy election to recognize deferred taxes for temporary basis differences expected to reverse as Global Intangible Low-Taxed Income in future years or to include the tax expense in the year it is incurred. We have completed our analysis of the effects of these provisions and have made a policy election to recognize such taxes as current period expenses when incurred.
We use a portfolio approach with respect to pension, postretirement benefits plan obligations and currency translation matters when we determine the timing and extent to which stranded income tax effects from items that were previously recorded in accumulated other comprehensive income are released.
Revenue Recognition
Our revenues primarily consist of transaction and clearing fee revenues for transactions executed and/or cleared through our global electronic derivatives trading and clearing platforms and cash equities trading as well as revenues related to our data services fees and listing fees. We recognize revenue when we transfer promised goods or services to customers in an amount that reflects the consideration to which we expect to be entitled in exchange for those goods or services. We enter into contracts that can include various combinations of products and services, which are generally capable of being distinct and accounted for as separate performance obligations. We also evaluate all contracts in order to determine appropriate gross versus net revenue reporting.
Substantially all of our revenues are considered to be revenues from contracts with customers. The related accounts receivable balances are recorded in our balance sheets as customer accounts receivable. We do not have obligations for warranties, returns or refunds to customers, other than the rebates, which are settled each period and therefore do not result in variable consideration. We do not have significant revenue recognized from performance obligations that were satisfied in prior periods, and we do not have any transaction price allocated to unsatisfied performance obligations other than in our deferred revenue. Certain judgments and estimates are used in the identification and timing of satisfaction of performance obligations and the related allocation of transaction price. We believe that these represent a faithful depiction of the transfer of services to our customers.
Deferred revenue represents our contract liabilities related to our annual, original and other listings revenues as well as certain data services, clearing services and other revenues. Deferred revenue is our only significant contract asset or liability. See Note 9 for our discussion of deferred revenue balances, activity, and expected timing of recognition.
We have elected not to provide disclosures about transaction price allocated to unsatisfied performance obligations if contract durations are less than one year, or if we are not required to estimate the transaction price. For all of our contracts with customers, except for listings and certain data and clearing services, our performance obligations are short term in nature and there is no significant variable consideration. In addition, we have elected the practical expedient of excluding sales taxes from transaction prices. We have assessed the costs incurred to obtain or fulfill a contract with a customer and determined them to be immaterial.
See “Recently Adopted Accounting Pronouncements” below for the new revenue recognition accounting standard and its impact on our revenues.

Activity Assessment Fees and Section 31 Fees
We pay the Securities and Exchange Commission, or SEC, fees pursuant to Section 31 of the Securities Exchange Act of 1934 for transactions executed on our U.S. equities and options exchanges. These Section 31 fees are designed to recover the costs to the government for supervising and regulating the securities markets and securities professionals. We (or the Options Clearing Corporation, or OCC, on our behalf), in turn, collect activity assessment fees, which are included in transaction and clearing fees in the accompanying consolidated statements of income, from member

organizations clearing or settling trades on the U.S. equities and options exchanges and recognize these amounts as revenue when invoiced. Fees received are included in cash at the time of receipt and, as required by law, the amount due to the SEC is remitted semi-annually and recorded as an accrued liability until paid. The activity assessment fees are designed so that they are equal to the Section 31 fees paid by us to the SEC. As a result, Section 31 fees do not have an impact on our net income.
Stock-Based Compensation
We currently sponsor stock option plans, restricted stock plans and our Employee Stock Purchase Plan, or ESPP, to provide additional and incentive-based compensation to our employees and directors (Note 11). Stock options and restricted stock are granted at the discretion of the Compensation Committee of the Board of Directors. We measure and recognize compensation expense for all share-based payment awards, including employee stock options, restricted stock and shares purchased under the ESPP based on estimated fair values on the date of grant. The value of the portion of the award that is ultimately expected to vest is recognized as stock-based compensation expense over the requisite service period.
We use the Black-Scholes pricing model to value stock option awards as well as shares purchased as part of our ESPP. The values estimated by the model are affected by the price of our stock as well as subjective variables that include assumed interest rates, our expected dividend yield, our expected share price volatility over the term of the awards and actual and projected employee stock option exercise behavior. Under our ESPP, employees may purchase shares of our common stock at a price equal to 85% of the lesser of the fair market value of the stock on the first or the last trading day of each offering period. We record compensation expenses related to the 15% discount given to our participating employees.
Treasury Stock
We record treasury stock activities under the cost method whereby the cost of the acquired stock is recorded as treasury stock (Note 12). We retired all ofIn the event it occurs in the future, our outstanding treasury shares effective October 27, 2016, the record date of our 5-for-1 stock split which was reflected in our results retroactively. Our accounting policy upon the formal retirement of treasury stock is to deduct the par value from common stock and to reflect any excess of cost over par value as a deduction from additional paid-in capital (to the extent created by previous issuances of the shares) and retained earnings.
Credit Risk and Significant Customers
Our clearing houses are exposed to credit risk as a result of maintaining clearing member cash deposits at various financial institutions (Note 14). Cash deposit accounts are established at large, highly-rated financial institutions and entered into so that they restrict the rights of offset or imposition of liens by the banks. We also limit our risk of loss by holding the majority of the cash deposits in cash accounts at the Federal Reserve Bank of Chicago, high quality short-term sovereign debt reverse repurchase agreements with several different counterparty banks or direct investments in short-term high quality sovereign and supranational debt issues primarily with original maturities of less than three months. While we seek to achieve a reasonable rate of return which may generate interest income for our clearing members, we are primarily concerned with preservation of capital and managing the risks associated with these deposits. As the clearing houses may pass on interest revenues, minus costs, to the members, this could include negative or reduced yield due to market conditions.
When engaging in reverse repurchase agreements, our clearing houses take delivery of the underlying securities in custody accounts under clearing house control. Additionally, the securities purchased have a market value greater than the reverse repurchase amount. The typical haircut received for high quality sovereign debt is 2% of the reverse repurchase amount. Thus, in the event that a reverse repurchase counterparty defaults on its obligation to repurchase the underlying reverse repurchase securities, our clearing house will have possession of securities with a value potentially greater than the reverse repurchase counterparty’s obligation to the clearing house.
ICE Clear Credit, a systemically important financial market utility as designated by the Financial Stability Oversight Council, maintains a U.S. dollar account at the Federal Reserve Bank of Chicago as of December 31, 2018.2019. ICE Clear Europe

maintains a euro-denominated account at the De Nederlandsche Bank, or DNB, the central bank of the Netherlands, as well as a pounds sterling-denominated accountsterling- and euro-denominated accounts at the Bank of England, or BOE, the central bank of the U.K. These accounts provide the flexibility for ICE Clear Europe to place euro- and pounds sterling-denominated cash margin securely at national banks, in particular during periods when liquidity in the euro and pounds sterling repo markets may temporarily become contracted. Such accounts are intended to decrease ICE Clear Credit and ICE Clear Europe’s custodial, liquidity and operational risk as compared to alternative custodial and investment arrangements.

Our futures businesses have minimal credit risk as the majority of their transaction revenues are currently cleared through our clearing houses. Our accounts receivable related to market data revenues, cash trading, listing revenues, technology revenues, CDS transaction revenues and bilateral OTC energy transaction revenues subjects us to credit (collection) risk, as we do not require these customers to post collateral. We limit our risk of loss by terminating access to trade, remain listed or receive data for entities with delinquent accounts. The concentration of risk on accounts receivable is also mitigated by the large number of entities comprising our customer base.
Our accounts receivable are stated at the billed amount. Excluding clearing members, there were no individual accounts receivable balances greater than 10% of total consolidated accounts receivable as of December 31, 20182019 or December 31, 2017.2018. No single customer accounted for more than 10% of total consolidated revenues during 2019, 2018 2017 or 2016.2017.
Leases
Operating lease right-of-use assets and liabilities are recorded at the lease commencement date based on the present value of the lease payments to be made over the lease term using an estimated incremental borrowing rate. We expense rent from non-cancellable operating leases, net of sublease income, usingmonthly on a straight-line method based on future minimum lease payments. The net costs arebasis, as a reduction to the right-of-use asset. Rent expense is included in rent and occupancy expenses and technology and communication expenses in the accompanying consolidated statements of income (Note(Notes 2 and 15). See "Recently Adopted Accounting Pronouncements," below, for the new lease accounting standard and its impact on our financial statements.
Acquisition-Related Transaction and Integration Costs
We incur incremental costs relating to our completed and potential acquisitions and other strategic opportunities. This includes fees for investment banking advisors, lawyers, accountants, tax advisors and public relations firms, deal-related bonuses to certain of our employees, as well as costs associated with credit facilities and other external costs directly related to the proposed or closed transactions.
Acquisition-related transaction and integration costs were nominal in 2019. The acquisition-related transaction and integration costs incurred during 2018 primarily relate to employee termination and lease termination costs related to our Interactive Data acquisition, professional services costs resulting from our 2018 acquisitions and a $5 million banker success fee in connection with our acquisition of TMC Bonds. The acquisition-related transaction and integration costs incurred during 2017 primarily relate to costs incurred for our Interactive Data integration, legal and professional fees related to the review of Trayport by the U.K. Competition and Markets Authority, or the CMA, review, and various other costs incurred for our other acquisitions that closed during 2017. The acquisition-related transaction and integration costs incurred during 2016 primarily relate to costs incurred for our Interactive Data and NYSE integrations, legal and professional fees related to the Trayport CMA review, our investment in MERSCORP Holdings, Inc., owner of Mortgage Electronic Registrations Systems, Inc., or collectively MERS, our acquisition of S&P Securities Evaluations and Credit Market Analysis, and various other potential and discontinued acquisitions. The integration of NYSE was completed by June 30, 2016, and the integration of Interactive Data was completed by June 30, 2018.
Fair Value of Financial Instruments
Fair value is the price that would be received from selling an asset or paid to transfer a liability (an exit price) in the principal or most advantageous market for the asset or liability in an orderly transaction between market participants at the measurement date. Our financial instruments consist primarily of certain short-term and long-term assets and liabilities, customer accounts receivable, margin deposits and guaranty funds, equity investments, and short-term and long-term debt (Note 17).
The fair value of our financial instruments is measured based on a three-level hierarchy:
Level 1 inputs — quoted prices for identical assets or liabilities in active markets.
Level 2 inputs — observable inputs other than Level 1 inputs such as quoted prices for similar assets and liabilities in active markets or inputs other than quoted prices that are directly observable.
Level 3 inputs — unobservable inputs supported by little or no market activity and that are significant to the fair value of the assets or liabilities.

Level 1 inputs — quoted prices for identical assets or liabilities in active markets.
Level 2 inputs — observable inputs other than Level 1 inputs such as quoted prices for similar assets and liabilities in active markets or inputs other than quoted prices that are directly observable.
Level 3 inputs — unobservable inputs supported by little or no market activity and that are significant to the fair value of the assets or liabilities.
Foreign Currency Translation Adjustments and Foreign Currency Transaction Gains and Losses
Our functional and reporting currency is the U.S. dollar. We have exposure to foreign currency translation gains and losses arising from our net investment in certain U.K., continental European, Asian and Canadian subsidiaries. The revenues, expenses and financial results of these subsidiaries are recorded in the functional currency of the countries that these subsidiaries are located in, which are primarily pounds sterling and euros. The financial statements of these subsidiaries are translated into U.S. dollars using a current rate of exchange, with gains or losses, net of tax as applicable, included in the cumulative translation adjustment account, a component of equity. As of December 31, 20182019 and 2017,2018, the portion

of our equity attributable to accumulated other comprehensive loss from foreign currency translation adjustments was $227$177 million and $136$227 million, respectively.
We have foreign currency transaction gains and losses related to the settlement of foreign currency denominated assets, liabilities and payables that occur through our operations. These transaction gains and losses are due to the increase or decrease in the foreign currency exchange rates between periods. Forward contracts on foreign currencies are entered into to manage the foreign currency exchange rate risk. Gains and losses from foreign currency transactions are included in other income (expense) in the accompanying consolidated statements of income and resulted in net losses of $5 million, $2 million and $4 million in 2019, 2018 and $1 million in 2018, 2017, and 2016, respectively.
Earnings Per Common Share
Basic earnings per common share is calculated using the weighted average common shares outstanding during the year. Common equivalent shares from stock options and restricted stock awards, using the treasury stock method, are included in the diluted per share calculations unless the effect of inclusion would be antidilutive (Note 19).
Recently Adopted Accounting Pronouncements
Standard/DescriptionEffective Date and Adoption ConsiderationsEffect on Financial Statements
ASU No. 2016-02, Leases, requires entities to recognize both assets and liabilities arising from finance and operating leases, along with additional qualitative and quantitative disclosures.
Adopted on January 1, 2019.Further disclosures and details on our adoption are discussed below.
ASU 2018-07, Compensation–Stock Compensation (Topic 718) - Improvements to Nonemployee Share-Based Payment Accounting, or ASU 2018-07 aligns the accounting for share-based payment awards issued to employees and nonemployees. Under this new guidance, the existing employee guidance will now apply to nonemployee share-based transactions.
Effective for fiscal years beginning after December 15, 2018. Adopted on January 1, 2019.This guidance will be applied to all new awards granted after the date of adoption, and adoption did not have a material impact on our consolidated financial statements or related disclosures.
ASU 2018-14, Compensation-Retirement Benefits-Defined Benefit Plans — General (Subtopic 715-20): Disclosure Framework-Changes to the Disclosure Requirements for Defined Benefit Plans, or ASU 2018-14 was issued in August 2018 and removes certain disclosures that are not considered cost beneficial, clarifies certain required disclosures and adds additional disclosures.
Effective for fiscal years beginning after December 15, 2020 with early adoption permitted. We elected early adoption and adopted on December 31, 2019. The amendments in ASU 2018-14 are required to be applied retrospectively.Upon adoption we eliminated certain disclosure requirements related to our defined benefit plans that were previously disclosed in Note 16. Certain other disclosure requirements described in Subtopic 715-20 were not applicable to us.
Accounting Standards Codification, or ASC, Topic 606, Revenue from Contracts with Customers, and ASC 340-40, Other Assets and Deferred Costs - Contracts with Customers, collectively referred to as ASC 606.

Adopted retrospectively on January 1, 2018 and restated each prior period presented.Further disclosures and details on our adoption are discussed below.

Standard/DescriptionEffective Date and Adoption ConsiderationsEffect on Financial Statements
ASU No. 2017-07, Compensation-Retirement Benefits (Topic 715): Improving the Presentation of Net Periodic Pension Cost and Net Periodic Postretirement Benefit Cost requires that an employer disaggregate the service cost component from the other components of net benefit cost. The amendments also provide explicit guidance on how to present the service cost component in the same line item as other related compensation costs, and the other components of net benefit cost in the income statement outside of operating income. The guidance only allows the service cost component of net benefit cost to be eligible for capitalization. 
Adopted on January 1, 2018 and applied retrospectively to each prior period presented
We have a pension plan, a U.S. nonqualified supplemental executive retirement plan, and post-retirement defined benefit plans that are all impacted by the guidance. Each of these plans are frozen and do not have a service cost component, which means the expense or benefit recognized under each plan represents other components of net benefit cost as defined in the guidance. The combined net periodic (expense) benefit of these plans was ($8 million) and $9 million in 2018 and 2017, respectively, and was previously reported as an adjustment to compensation and benefits expenses in the accompanying consolidated statements of income. Following our adoption, these amounts were reclassified to be included in other income, net, and these adjustments had no impact on net income. 

ASU No. 2016-01, which provides updated guidance for the recognition, measurement, presentation, and disclosure of certain financial assets and liabilities, including the requirement that equity investments (except (i) those accounted for under the equity method of accounting or (ii) those that result in consolidation of the investee) are to be measured at fair value with changes in fair value recognized in net income. See "Investments" section above for additional detail.Adopted on January 1, 2018.
Our adoption did not result in any fair value adjustments on the date of adoption.

In December 2017, the SEC staff issued Staff Accounting Bulletin No. 118, or SAB 118, which provided guidance for companies that have not completed their accounting for the income tax effects of the TCJA.In the period of enactment of the TCJA, allowing for a measurement period of up to one year after the enactment date to finalize the recording of the related tax impacts. As of December 31, 2018, we completed our accounting for the tax effects of the enactment of the TCJA.
As of December 31, 2018, we reaffirmed our position that we were not subject to transition tax under the TCJA. In addition, we concluded that the $764 million deferred tax benefit recorded as of December 31, 2017 was a reasonable estimate of the TCJA impact on our deferred tax.

In January 2018, the FASB staff issued Question & Answer Topic 740, No. 5, Accounting for Global Intangible Low-Taxed Income, stating that a company may either elect to treat taxes due on future inclusions of its non-U.S. income in its U.S. taxable income under the newly enacted Global Intangible Low-Taxed Income provisions as a current period expense when incurred, or factor them into the company’s measurement of its deferred taxes. 
In 2018, we completed our analysis of the two different accounting policies. 
As of December 31, 2018, we made a policy election to recognize such tax as a current period expense when incurred. 


Standard/DescriptionEffective Date and Adoption ConsiderationsEffect on Financial Statements
ASU No. 2018-02, Reclassification of Certain Tax Effects from Accumulative Other Comprehensive Income, or ASU 2018-02, gave entities the option to reclassify to retained earnings certain tax effects related to items in accumulated other comprehensive income, or OCI, that have been stranded in OCI as a result of the enactment of the TCJA.
Effective for fiscal years beginning after December 15, 2018 with early adoption permitted. We elected early adoption and adopted in the fourth quarter of 2018.
The impact of our adoption was a balance sheet reclassification from OCI to retained earnings of $26 million, which was reflected in our consolidated balance sheet as of December 31, 2018. In connection with our adoption, we made a policy election to use a portfolio approach with respect to pension, postretirement benefit plan obligations and currency translation matters when we determine the timing and extent to which stranded income tax effects from items that were previously recorded in accumulated other comprehensive income are released.

ASU 2016-18, Statement of Cash Flows: Restricted Cash, or ASU 2016-18, required us to show the changes in the total of cash, cash equivalents and restricted cash and cash equivalents in the statement of cash flows.
Adopted in the fourth quarter of 2017.
We no longer present transfers between cash, cash equivalents and restricted cash and cash equivalents in the statement of cash flows. We reclassified changes in restricted cash from cash flows provided by (used in) investing activities, to the total change in beginning and end-of-period balances. Our statements of cash flows for 2019, 2018 and 2017 reflect this change.

Accounting Pronouncements Not Yet Adopted in These Financial Statements
Standard/DescriptionEffective Date and Adoption ConsiderationsEffect on Financial Statements
ASU No. 2016-13, Financial Instruments - Measurement of Credit Losses on Financial Instruments applies to all financial instruments carried at amortized cost including held-to-maturity debt securities and trade receivables. Requires financial assets carried at amortized cost to be presented at the net amount expected to be collected and requires entities to record credit losses through an allowance for credit losses on available-for-sale debt securities.
We adopted on January 1, 2020. Our adoption was subject to the same internal controls over financial reporting that we apply to our consolidated financial statements.We have evaluated this guidance to determine the impact on our consolidated financial statements. Based on our assessment, we concluded the impact of adoption of this guidance not to be material.

Adoption of ASC 606, Revenues from Contracts with Customers
The FASB has issued Accounting Standards Codification, or ASC Topic 606, Revenue from Contracts with Customers, and ASC 340-40, Other Assets and Deferred Costs - Contracts with Customers, collectively referred to as ASC 606. ASC 606 provides guidance outlining a single comprehensive model for entities to use in accounting for revenue arising from contracts with customers. ASC 606 superseded prior revenue recognition guidance and requires us to recognize revenue when we transfer promised goods or services to customers in an amount that reflects the consideration to which the entity expects to be entitled in exchange for those goods or services. ASC 606 requires enhanced disclosures, including (i) revenue recognition policies used to identify performance obligations to customers and (ii) the use of significant judgments in measurement and recognition.
On January 1, 2018, we adopted ASC 606 retrospectively and restated each prior period presented. Our adoption of ASC 606 accelerated the timing of recognition of a portion of original listing fees related to our New York Stock Exchange, or NYSE, businesses. In addition, and to a lesser extent, the adoption decelerated the timing of recognition of a portion of clearing fee revenues. The impact of our adoption of ASC 606 on our performance obligations in our clearing business was minimal. Revenue recognition related to all other trading, clearing and data businesses remained unchanged. Our adoption of ASC 606 was subject to the same internal controls over financial reporting that we apply to our consolidated financial statements.
Our adoption of ASC 606 had the following impact on our reported results for the prior periods presented, driven primarily by the accelerated recognition of listings fee revenuerevenues in our NYSE businesses (in millions, except earnings per share):
 As Reported New Revenue Standard Adjustment As Adjusted
Year ended December 31, 2017     
Total revenues$5,834
 $9
 $5,843
Total revenues, less transaction-based expenses4,629
 9
 4,638
Income tax benefit(25) (3) (28)
Net income attributable to Intercontinental Exchange, Inc.2,514
 12
 2,526
Diluted earnings per share$4.23
 $0.02
 $4.25

 As Reported New Revenue Standard Adjustment As Adjusted
Year ended December 31, 2017     
Total revenues$5,834
 $9
 $5,843
Total revenues, less transaction-based expenses4,629
 9
 4,638
Income tax benefit(25) (3) (28)
Net income attributable to Intercontinental Exchange, Inc.2,514
 12
 2,526
Diluted earnings per share$4.23
 $0.02
 $4.25

 As Reported New Revenue Standard Adjustment As Adjusted
Year ended December 31, 2016     
Total revenues$5,958
 $13
 $5,971
Total revenues, less transaction-based expenses4,499
 13
 4,512
Income tax expense580
 6
 586
Net income attributable to Intercontinental Exchange, Inc.1,422
 8
 1,430
Diluted earnings per share$2.37
 $0.02
 $2.39

 As Reported New Revenue Standard Adjustment As Adjusted
As of December 31, 2017     
Deferred revenue, current$121
 $4
 $125
Deferred revenue, non-current143
 (52) 91
Net deferred tax liabilities2,280
 15
 2,295
Retained earnings6,825
 33
 6,858
 As Reported New Revenue Standard Adjustment As Adjusted
As of December 31, 2017     
Deferred revenue, current$121
 $4
 $125
Deferred revenue, non-current143
 (52) 91
Net deferred tax liabilities2,280
 15
 2,295
Retained earnings6,825
 33
 6,858

Additional disclosures related to our adoption of ASC 606 are provided in Note 5.
The FASB has issuedAdoption of ASU No. 2017-07, Compensation-Retirement Benefits (Topic 715): Improving the Presentation of Net Periodic Pension Cost and Net Periodic Postretirement Benefit Cost, or ASU 2017-07. The amendments in ASU 2017-07 require that an employer disaggregate the service cost component from the other components of net benefit cost. The amendments also provide explicit guidance on how to present the service cost component in the same line item as other related compensation costs, and the other components of net benefit cost in the income statement outside of operating income. The guidance only allows the service cost component of net benefit cost to be eligible for capitalization. We adopted ASU 2017-07 on2016-02, Leases
On January 1, 2018 and applied it retrospectively to each prior period presented. We have a pension plan, a U.S. nonqualified supplemental executive retirement plan, and post-retirement defined benefit plans that are all impacted by the guidance. Each of the foregoing plans are frozen and do not have a service cost component, which means the expense or benefit recognized under each plan represents other components of net benefit cost as defined in the guidance. The combined net periodic (expense) benefit of these plans was ($8 million) and $9 million in 2018 and 2017, respectively, and was previously reported as an adjustment to compensation and benefits expenses in the accompanying consolidated statements of income. Following our adoption of ASU 2017-07, these amounts were reclassified to be included in other income, net, in the accompanying consolidated statements of income, and these adjustments had no impact on net income. 
The FASB has issued ASU No. 2016-01, which provides updated guidance for the recognition, measurement, presentation, and disclosure of certain financial assets and liabilities, including the requirement that equity investments (except (i) those accounted for under the equity method of accounting or (ii) those that result in consolidation of the investee) are to be measured at fair value with changes in fair value recognized in net income. We adopted ASU 2016-01 on January 1, 2018. Our adoption of ASU 2016-01 did not result in any fair value adjustments on the date of adoption or during 2018. We have made a policy election under ASU 2016-01 to only adjust the fair value of such investments if and when there is an observable price change in an orderly transaction of a similar or identical investment, with any change in fair value recognized in net income.
In December 2017, the SEC staff issued Staff Accounting Bulletin No. 118, or SAB 118, which provided guidance for companies that have not completed their accounting for the income tax effects of the TCJA in the period of enactment, allowing for a measurement period of up to one year after the enactment date to finalize the recording of the related tax impacts. As of December 31, 2018, we have completed our accounting for the tax effects of the enactment of the TCJA. We reaffirmed our position that we were not subject to transition tax under the TCJA. In addition, we concluded that the $764 million deferred tax benefit recorded as of December 31, 2017 was a reasonable estimate of the TCJA impact on our deferred tax.
In January 2018, the FASB staff issued Question & Answer Topic 740, No. 5, Accounting for Global Intangible Low-Taxed Income, stating that a company may either elect to treat taxes due on future inclusions of its non-U.S. income in its U.S. taxable income under the newly enacted Global Intangible Low-Taxed Income provisions as a current period expense when incurred, or factor them into the company’s measurement of its deferred taxes. As of December 31, 2018, we have completed our analysis of the two different accounting policies and have made a policy election to recognize such tax as a current period expense when incurred. 

The FASB has issued ASU No. 2018-02, Reclassification of Certain Tax Effects from Accumulative Other Comprehensive Income, or ASU 2018-02. ASU 2018-02 gives entities the option to reclassify to retained earnings certain tax effects related to items in accumulated other comprehensive income, or OCI, that have been stranded in OCI as a result of the enactment of the TCJA. The guidance is effective for fiscal years beginning after December 15, 2018 with early adoption permitted. We have elected early adoption and adopted ASU 2018-02 on December 31, 2018. The impact of our adoption was a balance sheet reclassification from OCI to retained earnings of $26 million, which is reflected in our consolidated balance sheet as of December 31, 2018. In connection with our adoption of ASU 2018-02, we made a policy election to use a portfolio approach with respect to pension, postretirement benefits plan obligations and currency translation matters when we determine the timing and extent to which stranded income tax effects from items that were previously recorded in accumulated other comprehensive income are released.
In the fourth quarter of 2017,2019, we adopted ASU 2016-18, Statement of Cash Flows: Restricted Cash2016-02, Leases, or ASU 2016-18, which2016-02. This standard requires us to show the changes in the totalrecognition of cash, cash equivalents and restricted cash and cash equivalents in the statement of cash flows. As a result, we no longer present transfers between cash, cash equivalents and restricted cash and cash equivalents in the statement of cash flows. We have reclassified changes in restricted cash from cash flows provided by (used in) investing activities, to the total change in beginning and end-of-period balances. Our statements of cash flows for 2018, 2017 and 2016 reflect this change.
In March 2016, we early adopted ASU No. 2016-09, Stock Compensation (Topic 718) - Improvements to Employee Share-Based Payment Accounting, or ASU 2016-09, on a prospective basis. Under the requirements of ASU 2016-09, we recognized $15 million in excess tax benefits for tax deductions in excess of cumulative compensation expenses for financial reporting purposes in 2016 through our consolidated statement of income.
Accounting Pronouncements Not Yet Adopted
The FASB has issued ASU No. 2016-02, Leases, or ASU 2016-02.ASU 2016-02 requires an entity to recognize both assets and liabilities arising from finance and operating leases, along with additional qualitative and quantitative disclosures. ItASU 2016-02 requires a lesseelessees to recognize a liability in its balance sheet to make lease payments (the lease liability) and a right-of-use asset representing itsa right to use the underlying asset forover the lease term. In transition, lesseesterm, and lessors are required to recognize and measure leases at the beginning of the earliest period presented using a modified retrospective approach. ASU 2016-02 is required to be adopted at the beginning of our first quarter of fiscal year 2019. We expect to record a right-of-use asset of approximately $315 million, eliminate deferred rent of approximately $50 million and record acorresponding lease liability of approximately $365 million on our adoption date of January 1, 2019,the balance sheet. Our operating leases primarily relatedrelate to our leased office space and data center facilities. facilities, and we do not have any leases classified as finance leases.
We will elect the alternative transition approach allowed underadopted ASU 2016-02 under which we will record a cumulative effect adjustment to retained earnings on January 1, 2019,using the modified retrospective transition method and willdid not restate prior periods. We expect to implement new accounting policies as well as to elect certainUsing the modified retrospective approach, we applied the provisions of ASU 2016-02 beginning in the period of adoption, and elected the package of practical expedients available to us under ASU 2016-02, including those relatedus. There was no impact to capitalization thresholds, leases with termsthe opening balance of less than 12 monthsretained earnings as a result of a cumulative-effect adjustment on the adoption date. We elected the practical expedient to not reassess lease classifications, but alternatively to carry forward our historical classifications. In addition, we elected the practical expedient of not separating lease and non-lease components as our application of discount rates.lease arrangements are not highly dependent on other underlying assets. Our implementation of the amended lease guidance iswas subject to the same internal controls over financial reporting that we apply to our consolidated financial statements.
The FASB has issued ASU No. 2016-13, Financial Instruments - MeasurementAt lease inception, we review the service arrangement and components of Credit Losses on Financial Instruments, a contract to identify if a lease or ASU 2016-13. ASU 2016-13 appliesembedded lease arrangement exists. An indicator of a contract containing a lease is when we have the right to all financial instruments carried at amortized cost including held-to-maturity debt securities as well as trade receivables. ASU 2016-13 requires financialcontrol and use an identified asset over a period of time in exchange for consideration. Operating lease right-of-use assets carried at amortized cost to be presentedand liabilities are recognized at the net amount expectedcommencement date based on the present value of lease payments over the lease term, using our estimated incremental borrowing rate. Upon adoption of ASU 2016-02, we made the policy election to be collectednot record existing or future leases with a term of 12 months or less on the balance sheet, and available-for-sale debt securities to record credit losses through an allowance for credit losses. ASU 2016-13 is requiredrecognize lease expense on a straight-line basis over the lease term. For these leases, the impact on adoption was nominal. We have also made policy elections related to be adopted at the beginningcapitalization thresholds and discount rates. We have elected to use a portfolio approach in consideration of our first quarterincremental borrowing rate to our population of fiscal year 2020, with earlylease agreements. Upon adoption, permitted. Weour incremental borrowing rate was determined based on our recent debt issuances that we believe are reflective of current borrowing rates. Subsequent to adoption, current incremental borrowing rates were used. Certain lease agreements include options to extend, renew or terminate the lease agreement. As of December 31, 2019, the weighted-average remaining lease term was 6.7 years and the weighted average discount rate was 3.5%. Our lease agreements do not expectcontain any residual value guarantees.
Upon adoption of ASU 2016-02, we recorded $368 million in operating lease liabilities, of which $53 million is included in other current liabilities and $315 million is included in non-current operating lease liabilities within our accompanying consolidated balance sheet. We also recorded $317 million in operating lease right-of-use assets that are included as a component of property and equipment, net, in our balance sheet and are recorded in an amount equal to adopt ASU 2016-13 earlyour lease liability, adjusted for any remaining unamortized lease incentives such as our deferred rent balances. As part of our adoption, we eliminated $51 million in deferred rent liabilities, of which $2 million had previously been included in other current liabilities and we are currently evaluating this guidance$49 million had been included in other non-current liabilities on our balance sheet. On the date of adoption, deferred

rent liabilities were reclassified and presented as a reduction to determine the potentialright-of-use asset, included in property and equipment, net, on our consolidated balance sheet. Our adoption did not have an impact on our consolidated financial statements.income statement.

We recognize rent expense monthly on a straight-line basis for each respective operating lease, as a reduction to the right-of-use asset. We recognized $41 million, $38 million and $39 million of rent expense for office space as rent and occupancy expense in 2019, 2018, and 2017, respectively, and $21 million, $21 million and $19 million of rent expense for data center facilities as technology and communication expense in 2019, 2018, and 2017, respectively, within our consolidated income statement. We do not have any significant variable lease costs related to building and maintenance costs, real estate taxes, or other charges.
Details of our lease asset and liability balances are as follows (in millions):
  As of December 31, 2019 As of January 1, 2019
Right-of-use lease assets $287 $317
     
Current operating lease liability 53
 53
Non-current operating lease liability 281
 315
Total operating lease liability $334 $368


As of December 31, 2019, we estimate that our operating lease liability will be recognized in the following years (in millions):
202062
202165
202263
202345
202441
Thereafter100
Lease liability amounts repayable376
Interest costs42
Total operating lease liability$334


Supplemental cash flow information and non-cash activity related to our operating leases are as follows:
 
Year Ended
December 31, 2019
Cash paid for amounts included in the measurement of operating lease liability$65
Right-of-use assets obtained in exchange for operating lease obligations$389


3.Acquisitions and Divestitures
Divestiture of Trayport and the Acquisitions of Natural Gas Exchange Inc. and Shorcan Energy Brokers Inc.
In December 2015, we acquired 100% of Trayport for $620 million, in a stock transaction comprised of 12.6 million shares of our common stock. Trayport is a software company that licenses its technology to serve exchanges, OTC brokers and traders to facilitate electronic and hybrid trade execution primarily in the energy markets.
CompanyAcquisition DatePrimary SegmentDescription
Simplifile, LC, or Simplifile

June 12, 2019Trading and ClearingSimplifile offers an array of mortgage services, primarily serving as an electronic liaison between lenders, settlement agents and county recording offices, streamlining the local recording of residential mortgage transactions. The transaction expands the ICE Mortgage Services portfolio, which includes MERS. See below for the Simplifile purchase price allocation.
The U.K. Competition and Markets Authority, or the CMA, undertook a review of our 2015 acquisition of Trayport under the merger control laws of the U.K. In 2016, the CMA issued its findings calling for a divestment of Trayport to remedy what it determined to be a substantial lessening of competition. In 2016, we appealed the decision with the Competition Appeal

Tribunal. In March 2017, the Competition Appeal Tribunal upheld the CMA decision. Thereafter, we asked for leave to appeal the decision at the U.K. Court of Appeals that denied
CompanyAcquisition DatePrimary SegmentDescription
MERSCORP Holdings, Inc., or MERS

October 3, 2018Trading and ClearingMERS was previously a privately held, member-based organization that owned and managed the MERS System, made up of lenders, servicers, sub-servicers, investors and government institutions. MERS is now part of ICE Mortgage Services. Further disclosures and details on our acquisition of MERS is discussed below.
TMC Bonds, LLC, or TMC BondsJuly 23, 2018Trading and ClearingTMC Bonds is an electronic fixed income marketplace, supporting anonymous trading across multiple protocols in various asset classes, including municipals, corporates, treasuries, agencies and certificates of deposit. See below for the TMC Bonds purchase price allocation.
CHX Holdings, Inc., the parent company of the Chicago Stock Exchange, Inc., or CHXJuly 18, 2018Trading and Clearing
CHX, now named NYSE Chicago, is a full-service stock exchange including trading, data and corporate listings services. NYSE Chicago operates as a registered national securities exchange.

BondPointJanuary 2, 2018Trading and ClearingBondPoint was acquired from Virtu Financial, Inc. and is a provider of electronic fixed income trading solutions for the buy-side and sell-side, offering access to centralized liquidity and automated trade execution services through its alternative trading system, or ATS. See below for the BondPoint purchase price allocation.
Bank of America Merrill Lynch, or BofAML’s, Global Research division’s index business, now named ICE BofA indicesOctober 20, 2017Data and ListingsThe ICE BofA indices are the second largest group of fixed income indices as measured by assets under management, or AUM, globally.
TMX AtriumMay 1, 2017Data and ListingsTMX Atrium was acquired from TMX Group and is a global extranet and wireless services business, from TMX Group. TMX Atrium provides low-latency access to markets and market data across 12 countries, more than 30 major trading venues, and ultra-low latency wireless connectivity to access markets and market data in the Toronto, New Jersey and Chicago metro areas. The wireless assets consist of microwave and millimeter networks that transport market data and provide private bandwidth.
National Stock Exchange, Inc., now named NYSE NationalJanuary 31, 2017Trading and ClearingNational Stock Exchange, Inc. gave the NYSE group of exchanges, or the NYSE Group, a new U.S. exchange license and is distinct from NYSE Group’s other listings exchanges because NYSE National is only a trading venue and not a listings market. NYSE Group’s other listings exchanges, NYSE, NYSE American, NYSE Arca and NYSE Chicago, have unique market models designed for corporate and ETF issuers. After closing the transaction, NYSE National ceased operations on February 1, 2017. NYSE National re-launched operations and commenced trading in May 2018.

During 2019, our request and as such, we were obligated to sell Trayport by January 2018.
We sold Trayport to TMX Group in December 2017 for £550 million ($733 million). The gross proceeds included a combination of £350 million ($466 million) in cash and £200 million ($267 million) in value relatingconsolidated subsidiary, Bakkt Holdings, LLC, or Bakkt, acquired two other companies which are not material to our acquisitions of Natural Gas Exchange, Inc., or NGX, now named ICE NGX, and Shorcan Energy Brokers Inc., or Shorcan Energy, from TMX Group. Shorcan Energy is now named CalRock Brokers, Inc., or CalRock. We recognized a net gain of $110 million in other income. The net gain was equal to the $733 million in gross proceeds received less the adjusted carrying value of Trayport’s net assets of $607 million ($531 million carrying value plus $76 million in accumulated other comprehensive loss from foreign currency translation) less $16 million in disposition costs.operations.
Trayport was included in our Data and Listings segment and ICE NGX and CalRock are primarily included in our Trading and Clearing segment.Additional MERS Acquisition Considerations
The functional currency of Trayport was the pound sterling. The $620 million in Trayport net assets were recorded when acquired at a pound sterling/U.S. dollar exchange rate of 1.5218 (£407 million). Because our financial statements are presented in U.S. dollars, we included Trayport net assets in our financial statements based on U.S. dollars using the exchange rates in effect at the end of each reporting period. Therefore, exchange rates affected the value of the Trayport balance sheet, with gains or losses included in the cumulative translation adjustment account. As a result of the decrease in the pound sterling/U.S. dollar exchange rate to 1.3331 as of its disposition date, the portion of our equity attributable to its net assets in accumulated other comprehensive loss from foreign currency translation was $76 million. In connection with the divestiture, the $76 million loss was included in the net gain on the divestiture as discussed above.
As of June 30, 2017, we classified Trayport as held for sale and accordingly ceased recording depreciation and amortization for its property and equipment and other intangible assets.
ICE NGX, headquartered in Calgary, provides electronic execution, central counterparty clearing and data services to the physical North American natural gas, electricity and oil markets. CalRock offers brokerage services for the North American crude oil markets.
The ICE NGX and CalRock purchase price was allocated to their net tangible and identifiable intangible assets and liabilities based on their estimated fair values on the acquisition date. Our allocation to identifiable intangible assets was $198 million, including $140 million for exchange registrations and licenses, which have been assigned an indefinite useful life, and $53 million for customer relationship intangible assets, which have been assigned useful lives of 20 years. The excess of the purchase price over the allocated net tangible and identifiable intangible asset value was $123 million and was recorded as goodwill.
Acquisitions
On January 2, 2018, we acquired BondPoint from Virtu Financial, Inc. for $400 million in cash. BondPoint is a provider of electronic fixed income trading solutions for the buy-side and sell-side, offering access to centralized liquidity and automated trade execution services through its alternative trading system, or ATS. BondPoint is primarily included in our Trading and Clearing segment. The BondPoint purchase price was allocated to its net tangible and identifiable intangible assets and liabilities based on their estimated fair values as of January 2, 2018. Our allocation to identifiable intangible assets was $130 million and included (i) $123 million of customer relationships, which have been assigned a useful life of 15 years, and (ii) $7 million of developed technology, which has been assigned a useful life of three years. The excess of the purchase price over the allocated net tangible and identifiable intangible asset value was $267 million and was recorded as goodwill.
On July 18, 2018, we acquired CHX Holdings, Inc., the parent company of the Chicago Stock Exchange, or CHX, a full-service stock exchange including trading, data and corporate listings services. CHX operates as a registered national securities exchange, and is primarily included in our Trading and Clearing segment.
On July 23, 2018, we acquired TMC Bonds, LLC, or TMC Bonds, for $700 million in cash. The cash consideration is gross of $15 million cash held by TMC Bonds on the date of acquisition. TMC Bonds is an electronic fixed income marketplace, supporting anonymous trading across multiple protocols in various asset classes, including municipals, corporates, treasuries, agencies and certificates of deposit. TMC Bonds is primarily included in our Trading and Clearing segment. The purchase price of TMC Bonds was allocated to the preliminary net tangible and identifiable intangible assets and liabilities based on their estimated fair values as of July 23, 2018. The identifiable intangible assets acquired were $261 million and primarily included (i) customer relationships of $253 million, which have been assigned a useful life of 15 years, and (ii) developed

technology of $7 million, which has been assigned a useful life of three years. The excess of the purchase price over the preliminary net tangible and identifiable intangible assets was $423 million and was recorded as goodwill.
We now own 100% of MERS. MERS was previously a privately held, member-based organization that owned and managed the MERS® System, made up of lenders, servicers, sub-servicers, investors and government institutions. Originally, on June 30, 2016, we acquired a majority equity position in MERS and entered into a software development agreement to rebuild the MERS®MERS System, a national electronic registry that tracks the changes in servicing rights and beneficial ownership interests in U.S.-based mortgage loans. We treated the investment as an equity method investment since we did not have the ability to control the operations of MERS. On July 20, 2018, we exercised our option to purchase all of the remaining equity interests of MERS as a result of satisfying our deliverables under the software development agreement. On October 3, 2018, we completed the purchase of all remaining interests and, accordingly, own 100% of MERS. On that date, we gained control of MERS, began to include MERS's results as part of our consolidated operations, and recorded a $110 million gain on our initial investment value as other non-operating income. MERS is now part of ICE Mortgage Services

Acquisition Purchase Prices and is included inAllocation
The following summarizes our Trading and Clearing segment.
On October 20, 2017, we acquired Bank of America Merrill Lynch, or BofAML’s, Global Research division’s index business. The BofAML indices are the second largest group of fixed income indices as measured by assets under management, or AUM, globally, and the indices have been re-branded as the ICE BofAML indices. The ICE BofAML indices are included in our Data and Listings segment.
On May 1, 2017, we acquired 100% of TMX Atrium, a global extranet and wireless services business, from TMX Group. TMX Atrium provides low-latency access to markets and market data across 12 countries, more than 30 major trading venues, and ultra-low latency wireless connectivity to access markets and market data in the Toronto, New Jersey and Chicago metro areas. The wireless assets consist of microwave and millimeter networks that transport market data and provide private bandwidth. TMX Atrium is included in our Data and Listings segment.
On January 31, 2017, we acquired 100% of National Stock Exchange, Inc., now named NYSE National. The acquisition gave the NYSE Group a new U.S. exchange license. NYSE National is distinct from NYSE Group’s other listings exchanges because NYSE National is only a trading venue and not a listings market. NYSE Group’s other listings exchanges, NYSE, NYSE American, NYSE Arca and newly-acquired CHX, have unique market models designed for corporate and ETF issuers. After closing the transaction, NYSE National ceased operations on February 1, 2017. NYSE Group re-launched operations and commenced trading in May 2018. NYSE National is included in our Trading and Clearing segment.
On October 3, 2016, we acquired from S&P Global 100% of Standard & Poor’s Securities Evaluations, Inc., or SPSE, and 100% of Credit Market Analysis for $431 million in cash. The cash consideration was funded from borrowings under our commercial paper program. SPSE, which has been renamed Securities Evaluations, is a provider of fixed income evaluated pricing and Credit Market Analysis is a provider of independent data for the OTC markets, including credit derivatives and bonds. The purchase price was allocatedallocation for material acquisitions to the respective net tangible and identifiable intangible assets and liabilities based on their respective estimated fair values ason the date of October 3, 2016. The identifiable intangible assets acquired were $171 million, including customer relationship intangible assets for $135 million, which have been assigned useful lives of 15 to 20 years, and data/databases intangible assets for $29 million, which have been assigned useful lives of 5 to 10 years. Theacquisition. For each acquisition, the excess of the purchase price over the net tangible and identifiable intangible assets was $312 million and washas been recorded as goodwill. Securities Evaluations is included in our DataCash consideration was gross of $12 million cash held by Simplifile and Listings segment.$15 million cash held by TMC Bonds on the date of each respective acquisition.
 
Acquisition Purchase Price Allocation
(dollars in millions)
 Simplifile
(Preliminary)
 
Useful Life
(Years)
 TMC Bonds 
Useful Life
(Years)
 BondPoint 
Useful Life
(Years)
      
Customer relationship intangibles$104
 20 $253
 15 $123
 15
Developed technology intangibles7
 7 7
 3 7
 3
Trade name intangibles2
 5 
   
  
Total identifiable intangible assets113
   260
   130
  
Goodwill218
   423
   267
  
Other working capital adjustments7
   17
   3
  
Total purchase price cash consideration$338
   $700
   $400
  

Non-Controlling Interest
As of December 31, 2016, non-controlling interests included those related to the operating results of our CDS clearing subsidiaries in which non-ICE limited partners held a 42.5% net profit sharing interest; ICE Endex in which Gasunie held a 21% ownership interest; and ICE Clear Netherlands in which ABN AMRO Clearing Bank N.V. held a 25% ownership interest. For both ICE Endex and ICE Clear Netherlands, in addition to the non-controlling interest reported in the consolidated statements of income, we reported redeemable non-controlling interest in the consolidated balance sheets which represents the minority interest redemption fair value for each company.
During 2017 we purchased both Gasunie’s 21% minority ownership interest in ICE Endex and ABN AMRO Clearing Bank N.V.’s 25% minority ownership interest in ICE Clear Netherlands. Subsequent to these acquisitions, we own 100% of ICE Endex and ICE Clear Netherlands and no longer include non-controlling interest for ICE Endex and ICE Clear Netherlandseither company in our consolidated financial statements.

During 2017, we purchased 12.6% of the net profit sharing interest in our CDS clearing subsidiaries and in September 2018, we purchased an additional 3.2% interest. The remaining non-ICE limited partners in our CDS clearing subsidiaries hold a 26.7% ownership interest as of December 31, 2018.2019.
In December 2018, Bakkt Holdings, LLC, or Bakkt, a newly formed entity, was capitalized with $183 million in initial funding by us as majority owner, along with a group of other minority investors. Bakkt is an integrated platform that will enable consumers and institutions to transact in digital assets. Bakkt will include regulated trading, clearing and custodial solutions for digital assets, which will be supported by ICE Futures U.S. and ICE Clear U.S. We hold a call option over these interests subject to certain terms, similarlyterms. Similarly, the non-ICE partners in Bakkt hold a put option to require us to repurchase their interests subject to certain terms. These minority interests are reflected as redeemable non-controlling interests in temporary equity within our consolidated balance sheet.
Bakkt is an integrated platform that enables consumers and institutions to transact in digital assets. Bakkt was approved by the New York State Department of Financial Services to take custody of digital assets through Bakkt Trust Company, LLC, a qualified custodian. Bakkt Trust Company, LLC takes custody of bitcoin for physically-delivered futures, creating the first fully regulated marketplace for trading, clearing and custodial solutions of physically-delivered digital asset futures, and is supported by ICE Futures U.S. and ICE Clear U.S.
Divestiture of Trayport and the Acquisitions of Natural Gas Exchange Inc. and Shorcan Energy Brokers Inc.
In December 2015, we acquired 100% of Trayport for $620 million, in a stock transaction comprised of 12.6 million shares of our common stock. The CMA subsequently undertook a review of our acquisition of Trayport under the merger control laws of the U.K. and we were ultimately obligated to sell Trayport by January 2018. We sold Trayport to TMX Group in December 2017 for £550 million ($733 million). The gross proceeds included a combination of cash and in value relating to our acquisitions of Natural Gas Exchange, Inc., or NGX, now named ICE NGX, and Shorcan Energy Brokers Inc., or Shorcan Energy, from TMX Group. Shorcan Energy is now named CalRock Brokers, Inc., or CalRock. We recognized a net gain of $110 million in other income on the transaction. The net gain was equal to the $733 million in gross proceeds received less the adjusted carrying value of Trayport’s net assets of $607 million ($531 million carrying value plus $76 million in accumulated other comprehensive loss from foreign currency translation) less $16 million in disposition costs.
Trayport was included in our Data and Listings segment and ICE NGX and CalRock are primarily included in our Trading and Clearing segment. ICE NGX, headquartered in Calgary, provides electronic execution, central counterparty clearing and data services to the physical North American natural gas, electricity and oil markets. CalRock offers brokerage services for the North American crude oil markets. The ICE NGX and CalRock purchase price was allocated to their net tangible and identifiable intangible assets and liabilities based on their estimated fair values on the acquisition date. Our allocation to

identifiable intangible assets was $198 million, including $140 million for exchange registrations and licenses, which were assigned an indefinite useful life, and $53 million for customer relationship intangible assets, which were assigned useful lives of 20 years. The excess of the purchase price over the allocated net tangible and identifiable intangible asset value was $123 million and was recorded as goodwill.
Other Divestitures
On June 1, 2017, we sold NYSE Governance Services, a provider of governance, compliance, and education tools for organizations and their boards of directors, to Marlin Heritage, L.P. We recognized a net loss of $6 million on the divestiture of NYSE Governance Services, which was recorded as an impairment loss within our Data and Listings segment in the accompanying consolidated statements of income in 2017.
On March 31, 2017, we sold Interactive Data Managed Solutions, or IDMS, a unit of Interactive Data, to FactSet. IDMS is a managed solutions and portal provider for the global wealth management industry. There was no0 gain or loss recognized on the sale of IDMS.


4.Investments
Our equity investments, including our investments in Euroclear plc, or Euroclear, BIDS Trading, L.P. and Coinbase Global, Inc., or Coinbase, among others, are now subject to valuation under ASU 2016-01. See Note 17 for a discussion of our determination of fair value of our financial instruments.
Investment in Euroclear
During 2017, we purchased a 4.7% stake in Euroclear valued at €276 million ($327 million). Upon purchasing this stake, we agreed to participate on the Euroclear Board of Directors. During the same period, we negotiated an additional purchase which closed on February 21, 2018 following regulatory approval. This provided us with an additional 5.1% stake in Euroclear for a purchase price of €246 million in cash ($304 million). As of December 31, 2018,2019, we own a 9.8% stake in Euroclear for a total investment of $631 million. Euroclear is classified as an equity investment and included as anin other non-current assetassets in our consolidated balance sheets.
Euroclear is a provider of post-trade services, including settlement, central securities depositories and related services for cross-border transactions across asset classes. In 2019 and 2018, we recognized dividend income of $19 million and $15 million, respectively, from Euroclear, included in other income.
Investment in Cetip
Until March 29, 2017, we held a 12% ownership interest in Cetip, S.A., or Cetip, classified as a long-term investment. On that date, in connection with the merger of Cetip with BM&FBOVESPA S.A., which changed its name to B3 S.A. - Brasil, Bolsa, Balcão, or B3, we recognized a $176 million realized investment gain in other income (expense), net, and $9 million in foreign exchange losses and transaction expenses in other income (expense), net. We recognized dividend income received relating to our investment in Cetip in other income of $5 million and $17 million in 2017 and 2016, respectively.2017.
OtherEquity Method Investments
We recognized $62 million, $46 million and $36 million as other income during 2019, 2018 and 2017, respectively, related to our equity method investments in OCC and MERS, discussed below. We had previously accounted for our investment in MERS as an equity method investment before completing our acquisition of 100% of MERS on October 3, 2018 (Note 3). As of December 31, 2018, our
Investment in OCC
We own a 40% interest in the Options Clearing Corporation, or OCC, through a direct investment by the New York Stock Exchange, or NYSE, that we treat as an equity method investment. As of December 31, 2019, OCC is our soleonly equity method investment and is included in other non-current assets in the accompanying consolidated balance sheets. We recognized $46 million, $36 millionOCC serves as a clearing house for securities options, security futures, commodity futures and $25options on futures traded on various independent exchanges. OCC clears securities options traded on NYSE Arca and NYSE Amex Options, along with other non-affiliated exchanges, and is regulated by the SEC as a registered clearing agency and by the Commodity Futures Trading Commission, or CFTC, as a derivatives clearing organization. Under the equity method of accounting, each reporting period we adjust the carrying value of our OCC investment on our balance sheet by recognizing our pro-rata 40% share of the earnings or losses of OCC, with a corresponding adjustment in our statement of income to other income, after eliminating

any intra-entity income or expenses. In addition, if and when OCC issues cash dividends to us, we deduct the amount of these dividends from the carrying amount of our investment.
OCC adopted a new capital plan during the first quarter of 2015, which raised $150 million in equity capital from OCC's shareholders, including $60 million contributed by us. Pursuant to the terms of the capital plan, in exchange for the contributions of equity capital from its shareholders, OCC was required, subject to determination by its board of directors and compliance with legal requirements, to pay an annual dividend to its shareholders on a pro rata basis. The dividend was intended to be equal to the amount (i) of after-tax income relatedof OCC, in excess of the amount required to thesemaintain its target capital requirement and satisfy other capital requirements, and (ii) remaining after refunds to its clearing members equal to 50% of distributable earnings before tax. Related to that capital plan, from 2015-2017 we received a total of $31 million in dividends from OCC.
Subsequent to our $60 million investment, certain industry participants appealed the SEC's approval of the OCC capital plan in the U.S. Court of Appeals, and in August 2017, the Court of Appeals remanded the capital plan to the SEC. On February 13, 2019, the SEC disapproved the OCC capital plan established in 2015. Consistent with the SEC's disapproval of the OCC capital plan, the OCC returned our original $60 million contribution during 2019 as a result of the disapproval, including $16 million returned during the three months ended December 31, 2019. 
Following the SEC disapproval, the OCC also announced that it would not be providing a refund to clearing members or declaring a dividend to shareholders for the year ended December 31, 2018, which resulted in higher reported OCC 2018 net income than we had estimated. Therefore, during 2019, we adjusted equity method investments duringearnings in OCC by recording an additional $19 million earnings in other income to reflect our share of OCC's 2018 2017 and 2016, respectively,net income. In addition, we recognized $43 million in 2019 of equity earnings as our share of OCC's estimated 2019 profits, which is also included in other income. See “Summary of Significant Accounting Policies” for further information on our equity method investments.
Investments Related to MERS Prior to Acquisition
As a result of our acquisition of a majority equity position in MERS in June 2016, MERS was required to have cash or investments reserved in order to satisfy terms of the governing agreements of the acquisition. The reserve iswas satisfied with fixed income securities, including treasuries, corporates and municipals. The balance of the reserve iswas primarily used to cover

settlement amounts from all litigation and claims arising from the operations of MERS prior to the acquisition of the majority equity position. As of December 31, 2018,2019 and subsequent to our October 2018, acquisition and consolidation of the remaining MERS interests, it amounted to $42 million and $81 million, respectively, including interest, and iswas included in prepaid expenses and other current assets and non-current assets. As of December 31, 2018, the reserve isassets, offset by an equal $81 millionamount due to former MERS equity holders and iswas reflected in other current liabilities and other non-current liabilities. During 2019, we sold $41 million of these investments and distributed the proceeds to the original MERS shareholders (Note 17).


5.Revenue Recognition
Our primary revenue contract classifications are described below. These categories best represent those with similar economic characteristics of the nature, amount, timing and uncertainty of our revenues and cash flows.


Transaction and clearing, net - Transaction and clearing revenues represent fees charged for the performance obligations of derivatives trading and clearing, cash, equity options and fixed income trading, as well as mortgage and technology services. In our derivatives markets, we earn transaction and clearing revenues from both counterparties to each contract that is traded and/or cleared, and in our equity and equity options markets, we receive trade execution fees. In our fixed income trading markets, we earn transaction fees on the trade execution of agency trades, commissions and net markups and markdowns on riskless principal trades. In our mortgage services market we earn fees for the registration and electronic recording of residential mortgage transactions.

Transaction and clearing, net - Transaction and clearing revenues represent fees charged for the performance obligations of derivatives trading and clearing, and from our cash trading, equity options and fixed income exchanges. The derivatives trading and clearing fees contain two2 performance obligations: (1) trade execution/clearing novation and (2) risk management of open interest. While we allocate the transaction price between these two2 performance obligations, since they generally are satisfied almost simultaneously, there is no significant deferral of revenue. Cash trading, equity options, mortgage services and fixed income fees contain one1 performance obligation related to trade executioneach transaction which occurs instantaneously, and the revenue is recorded at the point in time of the trade execution.transaction. Our transaction and clearing revenues are reported net of rebates, except for the NYSE transaction-based expenses. Rebates were $860 million, $844 million and $749 million in 2019, 2018 and $674 million in 2018, 2017, and 2016, respectively. Transaction and clearing fees can be variable based on trade volume discounts used in the determination of rebates, however virtually all volume discounts are calculated and recorded on a monthly basis. Transaction and clearing fees, as well as any volume discounts rebated to our customers, are calculated and billed monthly in accordance with our published fee schedules. WeIn our NYSE businesses, we make liquidity payments to certain customers, as well as charge routing fees related to orders in our NYSE businessesmarkets which are routed to other markets for execution and recognize those payments as a cost of revenue. In addition, we pay NYSE regulatory oversight fees to the SEC and collect equal amounts from our customers. These are also considered a cost of revenue, and both of these NYSE-related fees are included in

transaction-based expenses. Transaction and clearing revenues and the related transaction-based expenses are all recognized in our Trading and Clearing segment.
In certain of our revenue share arrangements with third parties we control the delivered contract; in these arrangements we are acting as a principal and the revenue is recorded gross.


Data services - Data service revenuesrepresent the following:
Data services - Data service revenuesrepresent the following:


Pricing and analytics services provide global securities evaluations, reference data, market indices, risk analytics, derivativederivatives pricing and other information designed to meet our customers' portfolio management, trading, risk management, reporting and regulatory compliance needs.
Exchange data and feeds services represent subscription fees for the provisionprovide real-time, historical and feedsderived pricing data, order book and transaction information related to our trading venues, as well as data from a broad array of our market data that is created from activity in our Tradingthird-party trading venues and Clearing segment.news feeds.
Desktops and connectivity services provide the connection to our exchanges, clearing houses and data centers and comprise hosting, colocation, infrastructure, technology-based information platforms, workstations and connectivity solutions through the ICE Global Network.


The nature and timing of each contract type for the data services above are similar in nature. Data services revenues are primarily subscription-based, billed monthly, quarterly or annually in advance and recognized ratably over time as our performance obligations of data delivery are met consistently throughout the period. Considering these contracts primarily consist of single performance obligations with fixed prices, there is no variable consideration and no need to allocate the transaction price. In certain of our data contracts, where third parties are involved, we arrange for the third party to transfer the services to our customers; in these arrangements we are acting as an agent and revenue is recorded net. All data services fees are included in our Data and Listings segment.


Listings - Listings revenues include original and annual listings fees, and other corporate action fees. Each distinct listing fee is allocated to multiple performance obligations including original and incremental listing and investor relations services, as well as a customer’s material right to renew the option to list on our exchanges. In performing this allocation, the standalone selling price of the listing services is based on the original and annual listing fees and the standalone selling price of the investor relations services is based on its market value. All listings fees are billed upfront and the identified performance obligations are satisfied over time. Revenue related to the investor relations performance obligation is recognized ratably over the period these services are provided, with the remaining revenue recognized ratably over time as customers continue to list on our exchanges. Listings fees related to other corporate actions are considered contract modifications of our listing contracts and are recognized ratably over time as customers continue to list on our exchanges. All listings fees are recognized in our Data and Listings segment.
Listings - Listings revenues include original and annual listings fees, and other corporate action fees. Each distinct listing fee is allocated to multiple performance obligations including original and incremental listing and investor relations services, as well as a customer’s material right to renew the option to list on our exchanges. In performing this allocation, the standalone selling price of the listing services is based on the original and annual listing fees and the standalone selling price of the investor relations services is based on its market value. All listings fees are billed upfront and the identified performance obligations are satisfied over time. Revenue related to the investor relations performance obligation is recognized ratably over a two-year period, with the remaining revenue recognized ratably over time as customers continue to list on our exchanges, which is generally estimated to be over a period of up to nine years for NYSE and up to five years for NYSE Arca and NYSE American. Listings fees related to other corporate actions are considered contract modifications of our listing contracts and are recognized ratably over time as customers continue to list on our exchanges, which is generally estimated to be a period of six years for NYSE and three years for NYSE Arca and NYSE American. All listings fees are recognized in our Data and Listings segment.

Other revenuesOther revenuesprimarily include interest income on certain clearing margin deposits, regulatory penalties and fines, fees for use of our facilities, regulatory fees charged to member organizations of our U.S. securities exchanges, designated market maker service fees, exchange membership fees and agricultural grading and certification fees. Generally, fees for other revenues contain one performance obligation. Because these contracts primarily consist of single performance obligations with fixed prices, there is no variable consideration and no need to allocate the transaction price. Services for other revenues are primarily satisfied at a point in time. Therefore, there is no need to allocate the fee and no deferral results as we have no further obligation to the customer at that time. Other revenues are recognized in our Trading and Clearing segment.
Other revenuesOther revenuesprimarily include interest income on certain clearing margin deposits, regulatory penalties and fines, fees for use of our facilities, regulatory fees charged to member organizations of our U.S. securities exchanges, designated market maker service fees, technology development fees, exchange membership fees and agricultural grading and certification fees. Generally, fees for other revenues contain one performance obligation. Because these contracts primarily consist of single performance obligations with fixed prices, there is no variable consideration and no need to allocate the transaction price. Services for other revenues are primarily satisfied at a point in time. Therefore, there is no need to allocate the fee and no deferral results as we have no further obligation to the customer at that time. Other revenues are recognized in our Trading and Clearing segment.

The following table depicts the disaggregation of our revenue according to business line and segment (in millions). Segment totalsAmounts here have been aggregated as they follow consistent revenue recognition patterns, and are consistent with the segment totalsinformation in Note 18:
 Trading & Clearing Segment Data & Listings Segment Total Consolidated
Year ended December 31, 2019     
  Transaction and clearing, net$3,627
 $
 $3,627
  Data services
 2,211
 2,211
  Listings
 449
 449
  Other revenues260
 
 260
Total revenues3,887
 2,660
 6,547
Transaction-based expenses1,345
 
 1,345
Total revenues, less transaction-based expenses$2,542
 $2,660
 $5,202
      
Timing of Revenue Recognition     
Services transferred at a point in time$2,194
 $
 $2,194
Services transferred over time348
 2,660
 3,008
Total revenues, less transaction-based expenses$2,542
 $2,660
 $5,202

 Trading & Clearing Segment Data & Listings Segment Total Consolidated
Year ended December 31, 2018     
  Transaction and clearing, net$3,483
 $
 $3,483
  Data services
 2,115
 2,115
  Listings
 444
 444
  Other revenues234
 
 234
Total revenues3,717
 2,559
 6,276
Transaction-based expenses1,297
 
 1,297
Total revenues, less transaction-based expenses$2,420
 $2,559
 $4,979
      
Timing of Revenue Recognition     
Services transferred at a point in time$2,074
 $
 $2,074
Services transferred over time346
 2,559
 2,905
Total revenues, less transaction-based expenses$2,420
 $2,559
 $4,979


 Trading & Clearing Segment Data & Listings Segment Total Consolidated
Year ended December 31, 2017     
  Transaction and clearing, net$3,131
 $
 $3,131
  Data services
 2,084
 2,084
  Listings
 426
 426
  Other revenues202
 
 202
Total revenues3,333
 2,510
 5,843
Transaction-based expenses1,205
 
 1,205
Total revenues, less transaction-based expenses$2,128
 $2,510
 $4,638
      
Timing of Revenue Recognition     
Services transferred at a point in time$1,813
 $
 $1,813
Services transferred over time315
 2,510
 2,825
Total revenues, less transaction-based expenses$2,128
 $2,510
 $4,638
 Trading & Clearing Segment Data & Listings Segment Total Consolidated
Year ended December 31, 2017     
  Transaction and clearing, net$3,131
 $
 $3,131
  Data services
 2,084
 2,084
  Listings
 426
 426
  Other revenues202
 
 202
Total revenues3,333
 2,510
 5,843
Transaction-based expenses1,205
 
 1,205
Total revenues, less transaction-based expenses$2,128
 $2,510
 $4,638
      
Timing of Revenue Recognition     
Services transferred at a point in time$1,813
 $
 $1,813
Services transferred over time315
 2,510
 2,825
Total revenues, less transaction-based expenses$2,128
 $2,510
 $4,638


 Trading & Clearing Segment Data & Listings Segment Total Consolidated
Year ended December 31, 2016     
  Transaction and clearing, net$3,384
 $
 $3,384
  Data services
 1,978
 1,978
  Listings
 432
 432
  Other revenues177
 
 177
Total revenues3,561
 2,410
 5,971
Transaction-based expenses1,459
 
 1,459
Total revenues, less transaction-based expenses$2,102
 $2,410
 $4,512
      
Timing of Revenue Recognition     
Services transferred at a point in time$1,791
 $
 $1,791
Services transferred over time311
 2,410
 2,721
Total revenues, less transaction-based expenses$2,102
 $2,410
 $4,512
The Trading and Clearing segment revenues above include $247 million, $248 million, and $226 million in 2019, 2018 and $219 million in 2018, 2017, and 2016, respectively, for services transferred over time related to risk management of open interest performance obligations. A majority of these performance obligations are performed over a short period of time of one month or less.

Beginning in the three months ended June 30, 2019, we have reflected amounts owed under certain third-party revenue share arrangements as technology and communication operating expenses rather than as had been previously recorded net within transaction and clearing revenues. These are included within our Trading and Clearing segment.

6.Short-Term and Long-Term Restricted Cash and Cash Equivalents
ICE Futures Europe operates as a U.K. Recognized Investment Exchange, and is required by the U.K. Financial Conduct Authority to maintain financial resources sufficient to properly perform its relevant functions equivalent to a minimum of six months of operating costs, subject to certain deductions, which is held in cash or cash equivalents or investments, at all times. As of both December 31, 2019 and 2018, and 2017, the amountsamount held for this purpose werewas $90 million and $77 million, respectively, and areis included in short-term restricted cash and cash equivalents.
ICE Clear Europe operates as a U.K. Recognized Clearing House. As such, ICE Clear Europe is required by the BOE and the European Market Infrastructure Regulation, or EMIR, to restrict as cash, cash equivalents or investments an amount to reflect an estimate of the capital required to wind down or restructure the activities of the clearing house, cover operational, legal and business risks and to reserve capital to meet credit, counterparty and market risks not covered by the members' margin and guaranty funds. As of December 31, 2019 and 2018, and 2017, $435$465 million and $423$435 million, respectively, are included in short-term restricted cash and cash equivalents held for these purposes. The increase in the regulatory capital restricted cash at ICE Clear Europe as of December 31, 20182019 was primarily due to additional costs incurred due to the growth of our clearing businesses, a related increase in costs and the consequential additional regulatory capital buffers required by the BOE. ICE Clear Europe, in addition to being regulated by the BOE, is also regulated by the CFTC as a U.S. Derivatives Clearing Organizations,Organization, or DCO. The regulatory capital available to ICE Clear Europe, as described above, exceeds the CFTC requirements.
Our CFTC regulated U.S. Designated Contract Market, or DCM, ICE Futures U.S., our CFTC regulated U.S. DCOs, ICE Clear U.S. and ICE Clear Credit, our CFTC regulated U.S. Swap Data Repository, or SDR, ICE Trade Vault, and our U.S. Swap Execution Facility, or SEF, ICE Swap Trade, are required to maintain financial resources including cash, in an amount that would cover certain operating costs for a one-year period, subject to certain deductions, to satisfy at least six months of such operating costs at all times. As of December 31, 20182019 and 2017,2018, the financial resources reserved were $213$239 million and $193$213 million, respectively, included as short-term restricted cash and cash equivalents. For our U.S. DCOs, ICE Clear U.S. and ICE Clear Credit, these amounts include voluntarily-held additional reserves consistent with the EMIR requirements to cover operational, legal and business risks and to reserve capital to meet credit, counterparty and market risks not covered by the member margin and guaranty funds.
Our clearing houses, other than ICE NGX, require each clearing member to make deposits to a fund known as the guaranty fund. As of December 31, 20182019 and 2017,2018, our combined contributions from the clearing houses to the guaranty funds of our clearing houses are $253$404 million and $254$320 million, respectively. In addition, beginningJanuary 2019, we increased our contribution to ICE Clear Europe’s guaranty fund by $27 million and in March 2018, certain of2019, we increased our exchanges are now required to make similar contributions to those madeICE Clear U.S. guaranty fund contribution by the clearing houses to be utilized pro rata along$7 million. In September 2019, we increased our ICE Clear U.S. guaranty fund contribution by $35 million in connection with the clearing house contributionslaunch of Bakkt, solely applicable to any losses associated with a default in Bitcoin contracts and other digital asset contracts that ICE Clear U.S. might clear in the event of the default of any clearing member. As of December 31, 2018, these cash contributions were $67 million.future associated with Bakkt operations. In addition, we have a $15 million first-loss amount related to ICE NGX insurance and included in our contribution to its guaranty fund. All of these contributions are included in long-term restricted cash and cash equivalents. See Note 14 for additional information on the guaranty funds and our contributions of cash to our clearing houses guaranty funds.
As of December 31, 20182019 and 2017,2018, there is $67$104 million and $64$67 million, respectively, of additional combined cash included in short-term restricted cash and cash equivalents related to other regulated entities and exchanges, including ICE Benchmark Administration, ICE Clear Netherlands, ICE Clear Canada (for 2017 only), ICE Trade Vault U.K., ICE Endex, ICE Clear

Singapore, and ICE NGX. As of December 31, 2019, short-term restricted cash includes the clearing member requirements of ICE Securities Executions & Clearing, LLC and restricted cash related to the launch of Bakkt Trust Company, LLC. The increase in the regulatory capital restricted cash as of December 31, 20182019 was primarily due to additional costs incurred due to the growth of these businesses and the acquisition of ICE NGX in December 2017.businesses.
As of December 31, 20182019 and 2017,2018, we have $23$45 million and $22$23 million, respectively, of additional restricted cash, primarily related to escrow for recent acquisitions included in short-term or long-term restricted cash and cash equivalents.



7.Property and Equipment
Property and equipment consisted of the following (in millions):
 As of December 31, 
Depreciation
Period
(Years)
 2019 2018 
Software and internally developed software$1,056
 $919
 3 to 7
Computer and network equipment742
 682
 3 to 5
Land146
 145
 N/A
Buildings and building improvements309
 294
 15 to 40
Right-of-use lease assets287
 
 1 to 16
Leasehold improvements269
 242
 4 to 12
Equipment, aircraft and office furniture233
 225
 4 to 15
 3,042
 2,507
  
Less accumulated depreciation and amortization(1,506) (1,266)  
Property and equipment, net$1,536
 $1,241
  

 As of December 31, 
Depreciation
Period
(Years)
 2018 2017 
Software and internally developed software$919
 $766
 3 to 7
Computer and network equipment682
 575
 3 to 5
Land145
 137
 N/A
Buildings and building improvements294
 289
 15 to 40
Leasehold improvements242
 234
 4 to 12
Equipment, aircraft and office furniture225
 275
 4 to 15
 2,507
 2,276
  
Less accumulated depreciation and amortization(1,266) (1,030)  
Property and equipment, net$1,241
 $1,246
  
Beginning January 1, 2019, in connection with our adoption of ASU 2016-02 (Note 2), we recognize right-of-use assets representing our rights to use assets over an underlying lease term as rent expense.
In 2019, 2018 2017 and 2016,2017, amortization of software and internally developed software was $175 million, $160 million $135 million and $113$135 million, respectively, and depreciation of all other property and equipment was $145 million, $133 million $122 million and $142$122 million, respectively. As of December 31, 20182019 and 2017,2018, unamortized software and internally developed software was $298$301 million and $269$298 million, respectively.


8.Goodwill and Other Intangible Assets
The following is a summary of the activity in theour goodwill balance (in millions):
Goodwill balance at January 1, 2018$12,216
Acquisitions889
Foreign currency translation(38)
Other activity, net18
Goodwill balance at December 31, 201813,085
Acquisitions235
Foreign currency translation20
Other activity, net2
Goodwill balance at December 31, 2019$13,342
Goodwill balance at January 1, 2017$12,291
Acquisitions211
Divestitures(344)
Foreign currency translation63
Other activity, net(5)
Goodwill balance at December 31, 201712,216
Acquisitions889
Foreign currency translation(38)
Other activity, net18
Goodwill balance at December 31, 2018$13,085


The following is a summary of the activity in theour other intangible assets balance (in millions):
Other intangible assets balance at January 1, 2018$10,269
Acquisitions548
Foreign currency translation(45)
Amortization of other intangible assets(289)
Other activity, net(21)
Other intangible assets balance at December 31, 201810,462
Acquisitions116
Foreign currency translation24
ICE Futures Singapore exchange registration intangible assets impairment(31)
Amortization of other intangible assets(311)
Other activity, net(2)
Other intangible assets balance at December 31, 2019$10,258

Other intangible assets balance at January 1, 2017$10,420
Acquisitions274
Divestitures(216)
Foreign currency translation69
Amortization of other intangible assets(272)
Other activity, net(6)
Other intangible assets balance at December 31, 201710,269
Acquisitions548
Foreign currency translation(45)
Amortization of other intangible assets(289)
Other activity, net(21)
Other intangible assets balance at December 31, 2018$10,462


We completed theseveral acquisitions, ofincluding Simplifile, during 2019, and BondPoint, CHX Holdings, Inc., TMC Bonds and MERS during 2018 and ICE NGX, CalRock, the ICE BofAML indices, TMX Atrium and NYSE National and sold Trayport, NYSE Governance Services and IDMS during 2017 (Note 3).


The foreignForeign currency translation adjustments result from a portion of our goodwill and other intangible assets being held at our U.K., EU and Canadian subsidiaries, whose functional currencies are not the U.S. dollar. AmortizationThe table above includes an impairment charge of other$31 million recorded during 2019 on the remaining value of exchange registration intangible assets on ICE Futures Singapore as a result of a decrease in fair value determined during our annual impairment testing. ICE Futures Singapore is part of our Trading and Clearing segment. In addition, the table above includes an impairment charge of $4 million recorded during 2018 on the remaining value of exchange registration intangible assets in connection with the July 2018 closure of ICE Futures Canada and ICE Clear Canada (Note 14) and the $6 million net impairment loss on the sale of NYSE Governance Services in 2017 (Notes 2 and 3).Canada. ICE Futures Canada and ICE Clear Canada were part of our Trading and Clearing segmentsegment. Other than these impairments and the impairment related to the 2017 NYSE Governance Services was part of our Data and Listings segment. Wedivestiture (Note 3), we did not recognize any other impairment losses on goodwill or other intangible assets during 2019, 2018 andor 2017. The changes in other activity, net, in the tables above primarily relate to adjustments to the fair value of the net tangible assets and intangible assets relating to the acquisitions, with a corresponding adjustment to goodwill.
Other intangible assets and the related accumulated amortization consisted of the following (in millions):
 As of December 31, 
Useful Life
(Years)
 2019 2018 
Customer relationships$4,510
 $4,406
 3 to 25
Technology544
 524
 2.5 to 11
Trading products with finite lives237
 237
 20
Data/databases150
 150
 4 to 10
Market data provider relationships11
 11
 20
Non-compete agreements42
 39
 1 to 5
Other36
 36
 1 to 5
 5,530
 5,403
  
Less accumulated amortization(1,811) (1,532)  
Total finite-lived intangible assets, net3,719
 3,871
  
Exchange registrations, licenses and contracts with indefinite lives6,228
 6,253
  
Trade names and trademarks with indefinite lives280
 280
  
In-process research and development23
 49
  
Other8
 9
  
Total indefinite-lived intangible assets6,539
 6,591
  
Total other intangible assets, net$10,258
 $10,462
  
 As of December 31, 
Useful Life
(Years)
 2018 2017 
Customer relationships$4,406
 $3,923
 3 to 25
Technology524
 461
 2.5 to 11
Trading products with finite lives237
 237
 20
Data/databases150
 150
 4 to 10
Market data provider relationships11
 11
 20
Non-compete agreements39
 38
 1 to 5
Other36
 33
 1 to 5
 5,403
 4,853
  
Less accumulated amortization(1,532) (1,200)  
Total finite-lived intangible assets, net3,871
 3,653
  
Exchange registrations, licenses and contracts with indefinite lives6,253
 6,243
  
Trade names and trademarks with indefinite lives280
 280
  
In-process research and development49
 85
  
Other9
 8
  
Total indefinite-lived intangible assets6,591
 6,616
  
Total other intangible assets, net$10,462
 $10,269
  

In 2019, 2018 2017 and 2016,2017, amortization of other intangible assets was $311 million, $289 million $272 million and $323$272 million, respectively. Collectively, the remaining weighted average useful lives of the finite-lived intangible assets is 17.717.1 years as of December 31,

2018. 2019. We expect future amortization expense from the finite-lived intangible assets as of December 31, 20182019 to be as follows (in millions):
2020$278
2021261
2022254
2023247
2024290
Thereafter2,389
 $3,719

2019$303
2020264
2021249
2022241
2023141
Thereafter2,673
 $3,871


9.Deferred Revenue
Our contract liabilities, or deferred revenue, represent consideration received that is yet to be recognized as revenue. Total deferred revenue was $201 million as of December 31, 2019, including $129 million in current deferred revenue and $72 million in other non-current liabilities. Total deferred revenue was $217 million as of December 31, 2018, including $135 million in current deferred revenue and $82 million in other non-current deferred revenue. Total deferred revenue was $216 million as of December 31, 2017, including $125 million in current deferred revenue and $91 million in non-current deferred revenue.liabilities. See Note 5 for a description of our annual

listing, original listing, other listings and data services revenues and the revenue recognition policy for each of these revenue streams. The changes in our deferred revenue during 20182019 and 20172018 are as follows (in millions), adjusted to reflect the adoption of ASC 606 as discussed in Note 2::
 Annual Listing Revenue Original Listing Revenues Other Listing Revenues Data Services and Other Revenues Total
Deferred revenue balance at January 1, 2018$
 $25
 $98
 $93
 $216
Additions384
 24
 38
 366
 812
Amortization(384) (24) (36) (367) (811)
Deferred revenue balance at December 31, 2018
 25
 100
 92
 217
Additions384
 17
 36
 394
 831
Amortization(384) (23) (42) (398) (847)
Deferred revenue balance at December 31, 2019$
 $19
 $94
 $88
 $201

 Annual Listing Revenue Original Listing Revenues Other Listing Revenues Data Services and Other Revenues Total
Deferred revenue balance at January 1, 2017$
 $23
 $83
 $92
 $198
Additions368
 22
 54
 374
 818
Amortization(368) (20) (39) (374) (801)
Acquisitions, net of divestitures (Note 3)
 
 
 1
 1
Deferred revenue balance at December 31, 2017
 25
 98
 93
 216
Additions384
 24
 38
 366
 812
Amortization(384) (24) (36) (367) (811)
Deferred revenue balance at December 31, 2018$
 $25
 $100
 $92
 $217


Adjustments for divestitures in the table above resulted from our June 2017 divestiture of NYSE Governance Services and our March 2017 divestiture of IDMS, as well as our classification of Trayport deferred revenue as held for sale during 2017. Included in the amortization recognized in 2019, $122 million related to the deferred revenue balance as of January 1, 2019. Included in the amortization in 2018, $114 million related to the deferred revenue balance as of January 1, 2018. Included in the amortization in 2017, $100 million related to the deferred revenue balance as of January 1, 2017. As of December 31, 2018,2019, we estimate that our deferred revenue will be recognized in the following years (in millions):

Original Listing Revenues
Other Listing Revenues
Data Services and Other Revenues
TotalOriginal Listing Revenues
Other Listing Revenues
Data Services and Other Revenues
Total
2019$19

$29

$87

$135
20206

29

3

38
$15
 $31
 $83
 $129
2021

21

2

23
4
 24
 4
 32
2022

15



15

 21
 1
 22
2023

6



6

 11
 
 11
2024
 6
 
 6
Thereafter







 1
 
 1
Total$25

$100

$92

$217
$19
 $94
 $88
 $201



10.Debt
Our total debt, including short-term and long-term debt, consisted of the following (in millions):
 As of December 31,
 2019 2018
Debt:   
Short-term debt:   
Commercial Paper$1,311
 $951
2020 Senior Notes (2.75% senior unsecured notes due December 1, 2020)1,248
 
Other short-term debt10
 
Total short-term debt2,569
 951
Long-term debt:   
2020 Senior Notes (2.75% senior unsecured notes due December 1, 2020)
 1,246
2022 Senior Notes (2.35% senior unsecured notes due September 15, 2022)497
 496
2023 Senior Notes (3.45% senior unsecured notes due September 21, 2023)398
 397
2023 Senior Notes (4.00% senior unsecured notes due October 15, 2023)794
 793
2025 Senior Notes (3.75% senior unsecured notes due December 1, 2025)1,244
 1,243
2027 Senior Notes (3.10% senior unsecured notes due September 15, 2027)496
 496
2028 Senior Notes (3.75% senior unsecured notes due September 21, 2028)592
 591
2048 Senior Notes (4.25% senior unsecured notes due September 21, 2048)1,229
 1,228
Total long-term debt5,250
 6,490
Total debt$7,819
 $7,441

 As of December 31,
 2018 2017
Debt:   
Short-term debt:   
Commercial Paper$951
 $1,233
2018 Senior Notes (2.50% senior unsecured notes due October 15, 2018)
 600
Total short-term debt951
 1,833
Long-term debt:   
2020 Senior Notes (2.75% senior unsecured notes due December 1, 2020)1,246
 1,244
2022 Senior Notes (2.35% senior unsecured notes due September 15, 2022)496
 495
2023 Senior Notes (3.45% senior unsecured notes due September 21, 2023)397
 
2023 Senior Notes (4.00% senior unsecured notes due October 15, 2023)793
 791
2025 Senior Notes (3.75% senior unsecured notes due December 1, 2025)1,243
 1,242
2027 Senior Notes (3.10% senior unsecured notes due September 15, 2027)496
 495
2028 Senior Notes (3.75% senior unsecured notes due September 21, 2028)591
 
2048 Senior Notes (4.25% senior unsecured notes due September 21, 2048)1,228
 
Total long-term debt6,490
 4,267
Total debt$7,441
 $6,100

Amended Credit FacilityFacilities
We have a $3.4 billion senior unsecured revolving credit facility, or the Credit Facility, pursuant to a credit agreement with Wells Fargo Bank, N.A., as primary administrative agent, issuing lender and swing-line lender, Bank of America, N.A., as syndication agent, backup administrative agent and swing-line lender, and the lenders party thereto. On August 9, 2018, we extended the final maturity date of the credit facilityCredit Facility from August 18, 2022 to August 9, 2023, and made certain other changes, herein referred to as the Amended Credit Facility.changes. We incurred debt issuance costs of $2 million relating to the Amended Credit Facility and these costs are included in the accompanying consolidated balance sheet as other non-current assets to be amortized over the life of the facility.Credit Facility.
The Amended Credit Facility includes an option for us to propose an increase in the aggregate amount available for borrowing by up to $975 million, subject to the consent of the lenders funding the increase and certain other conditions. NoNaN amounts were outstanding under the Amended Credit Facility as of December 31, 2018.2019. As of December 31, 2018,2019, of the $3.4 billion that is currently available $951 millionfor borrowing under the Credit Facility, $1.3 billion is required to back-stop the amount outstanding under our U.S. dollar commercial paper program, or the Commercial Paper Program, and $105$160 million is required to support certain broker dealer subsidiary commitments. The amount required to backstop the amounts outstanding under the Commercial Paper Program will fluctuate as we increase or decrease our commercial paper borrowings. The remaining $2.3$1.9 billion is available for working capital and general corporate purposes including, but not limited to, acting as a back-stop to future increases in the amounts outstanding under the Commercial Paper Program.
We also pay an annual commitment fee for unutilized amounts payable in arrears at a rate that ranges from 0.08% to 0.20% determined based on our long-term debt rating. As of December 31, 2018,2019, the applicable rate was 0.125%. Amounts borrowed under the facility may be prepaid at any time without premium or penalty.
The facilityCredit Facility also contains customary representations and warranties, covenants and events of default, including a leverage ratio, limitations on liens on our assets, indebtedness of non-obligor subsidiaries, the sale of all or substantially all of our assets, and other matters.
During 2019, a subsidiary of ours entered into a new $20 million line of credit for their general corporate purposes. As of December 31, 2019, the subsidiary had borrowed $10 million, which is reflected as “other short-term debt” in the table above.
Commercial Paper Program
We have a U.S. dollar commercial paper program, or theOur Commercial Paper Program. ItProgram is currently backed by the borrowing capacity available under the Amended Credit Facility, as described above. The effective interest rate of commercial paper issuances does not materially differ from short-term interest rates (such as USD LIBOR) which fluctuate due to market conditions and as a result may impact our interest expense.

We had net issuances of $360 million under the Commercial Paper Program during 2019, the proceeds of which were used to fund the acquisition of Simplifile and for general corporate purposes. We repaid a net amount of $283 million of net notes outstanding commercial paperunder the Commercial Paper Program during 2018 primarily using cash flows from operations and cash proceeds received from our 2018 bond issuance. We repaid $409 million of net notes outstanding under the program during 2017 primarily using net cash proceeds received from the sales of Cetip and Trayport. These reductions wereThis was partially offset by notes we issued under the program during 2017,2018, the proceeds of which were used to fund acquisitions and investments and repurchase our common stock. We usedrepaid $409 million of net proceeds from notes issuedoutstanding under the programCommercial Paper Program during 2016 for2017 primarily using net cash proceeds received from the acquisitionssales of Securities EvaluationsCetip and Credit Market Analysis and for general corporate purposes.Trayport. We repaid a portion of the amounts outstanding under the program during 2019, 2018 2017 and 20162017 with cash flows from operations.
Commercial paper notes of $1.3 billion with original maturities ranging from two to 87 days were outstanding as of December 31, 2019 with a weighted average interest rate of 1.84% per annum, and a weighted average remaining maturity of 22 days. Commercial paper notes of $951 million with original maturities ranging from two to 77 days were outstanding as of December 31, 2018, with a weighted average interest rate of 2.48% per annum, and a weighted average remaining maturity of 12 days. Commercial paper notes of $1.2 billion with original maturities ranging from two to 64 days were outstanding as of December 31, 2017, with a weighted average interest rate of 1.49% per annum, and a weighted average maturity of 18 days.

Senior Notes:
Newly-Issued Senior Notes:
2023, 2028 and 2048 Senior Notes: In August 2018, we issued $2.25 billion in new aggregate unsecured fixed-rate senior notes, including $400 million, 3.45% notes due in 2023, or the 2023 Senior Notes, $600 million, 3.75% notes due in 2028, or the 2028 Senior Notes, and $1.25 billion, 4.25% notes due in 2048, or the 2048 Senior Notes, and together with the 2023 Senior Notes and the 2028 Senior Notes, the Newly-Issued Senior Notes. We used the proceeds from the offering for general corporate purposes, including to fund the redemption of the $600 million, 2.50% Senior Notes due October 2018 and to refinance all of our issuances under our Commercial Paper Program that resulted from acquisitions and investments in 2018. We incurred debt issuance costs of $21 million relating to these Senior Notes that we recorded as a deduction from the carrying amount of the debt and which is being amortized over the respective note lives.
2022 and 2027 Senior Notes:In August 2017, we issued $1.0 billion in aggregate senior unsecured fixed-rate notes, including $500 million, 2.35% notes due September 2022, or the 2022 Senior Notes, and $500 million, 3.10% notes due September 2027, or the 2027 Senior Notes. We used the majority of the proceeds of the offering to fund the redemption in September 2017 of $850 million, 2.00% senior unsecured fixed-rate NYSE Notes prior to the October 2017 maturity date. We incurred debt issuance costs of $8 million relating to these Senior Notes that we recorded as a deduction from the carrying amount of the debt and which is being amortized over the respective note lives.
2020 and 2025 Senior Notes:In November 2015, we issued $2.5 billion in aggregate senior unsecured fixed-rate notes, including $1.25 billion, 2.75% notes due December 2020, or the 2020 Senior Notes, and $1.25 billion, 3.75% notes due December 2025, or the 2025 Senior Notes. We used the proceeds from the offering, together with $1.6 billion of borrowings under our Commercial Paper Program, to finance the cash portion of the purchase price of Interactive Data.
October 2023 Senior Notes: In October 2013, we issued $800 million, 4.00% senior unsecured fixed-rate notes due October 2023, or the October 2023 Senior Notes. We used the net proceeds from the October 2023 Senior Notes to finance a portion of the purchase price of the acquisition of NYSE.
All of our issuances under our Commercial Paper Program that resulted from acquisitions and investments in the last year. We incurred debt issuance costs of $21 million relating to the Newly-Issued Senior Notes that we recorded as a deduction from the carrying amount of the debt and which is being amortized over the respective note lives.
2022 and 2027 Senior Notes:In August 2017, we issued $1.0 billion in aggregate senior unsecured fixed-rate notes, including $500 million, 2.35% notes due September 2022, or the 2022 Senior Notes, and $500 million, 3.10% notes due September 2027, or the 2027 Senior Notes. We used the majority of the proceeds of the offering to fund the redemption in September 2017 of $850 million, 2.00% senior unsecured fixed-rate NYSE Notes prior to the October 2017 maturity date. We incurred debt issuance costs of $8 million relating to the 2022 Senior Notes and the 2027 Senior Notes that we recorded as a deduction from the carrying amount of the debt and which is being amortized over the respective note lives.
2020 and 2025 Senior Notes:In November 2015, we issued $2.5 billion in aggregate senior unsecured fixed-rate notes, including $1.25 billion, 2.75% notes due November 2020, or the 2020 Senior Notes, and $1.25 billion, 3.75% notes due November 2025, or the 2025 Senior Notes. We used the proceeds from the offering, together with $1.6 billion of borrowings under our Commercial Paper Program, to finance the cash portion of the purchase price of Interactive Data.
October 2023 Senior Notes: In October 2013, we issued $800 million, 4.00% senior unsecured fixed-rate notes due October 2023, or the October 2023 Senior Notes. We used the net proceeds from the October 2023 Senior Notes to finance a portion of the purchase price of the acquisition of NYSE.
The Newly-Issued Senior Notes, the 2022 Senior Notes, the 2027 Senior Notes, the 2020 Senior Notes, the 2025 Senior Notes, the 2023 Senior Notes and the October 2023 Senior Notes all contain affirmative and negative covenants, including, but not limited to, certain redemption rights, limitations on liens and indebtedness and limitations on certain mergers, sales, dispositions and lease-back transactions.

Debt Repayment Schedule
As of December 31, 2018,2019, the outstanding debt repayment schedule is as follows (in millions):
2020$2,574
2021
2022500
20231,200
2024
Thereafter3,600
Principal amounts repayable7,874
Debt issuance costs(35)
Unamortized balance discounts on bonds, net(20)
Total debt outstanding$7,819

2019$953
20201,250
2021
2022500
20231,200
Thereafter3,600
Principal amounts repayable7,503
Debt issuance costs(41)
Unamortized balance discounts on bonds, net(21)
Total debt outstanding$7,441


11.Share-Based Compensation
The non-cash compensation expenses for stock options and restricted stock waswere $139 million, $130 million and $135 million in 2019, 2018 and $124 million in 2018, 2017, and 2016, respectively, net of $14 million, $15 million $18 million and $13$18 million, respectively, that was capitalized as software development costs. As of December 31, 2018,2019, we had 36.634.2 million shares in total under various equity plans that are available for future issuance as stock option and restricted stock awards.
Stock Option Plans
Stock options are granted with an exercise price equal to the fair value of our common stock on the grant date. We may grant, under provisions of the plans, both incentive stock options and nonqualified stock options. The options generally vest over three years and may generally be exercised up to ten years after the date of grant, but generally expire either 14 or 60 days after termination of employment. The shares of common stock issued under our stock option plans are made available from authorized and unissued common stock or treasury shares.

The fair value is based on theour closing stock price of our stock on the date of grant as well as certain other assumptions. Compensation expense arising from option grants is recognized ratably over the vesting period based on the grant date fair value, net of estimated forfeitures.
The following is a summary of our stock option activity:
 
Number of Options
(in thousands)
 Weighted Average
Exercise Price per
Option
Outstanding at January 1, 20173,879
 $36.05
Granted731
 57.34
Exercised(597) 27.97
Outstanding at December 31, 20174,013
 41.13
Granted535
 67.23
Exercised(908) 34.84
Forfeited(30) 58.01
Outstanding at December 31, 20183,610
 46.44
Granted493
 76.16
Exercised(598) 38.96
Forfeited(4) 77.58
Outstanding at December 31, 20193,501
 51.87
 
Number of Options
(in thousands)
 Weighted Average
Exercise Price per
Option
Outstanding at January 1, 20163,873
 $31.93
Granted752
 50.01
Exercised(746) 28.73
Outstanding at December 31, 20163,879
 36.05
Granted731
 57.34
Exercised(597) 27.97
Outstanding at December 31, 20174,013
 41.13
Granted535
 67.23
Exercised(908) 34.84
Forfeited(30) 58.01
Outstanding at December 31, 20183,610
 46.44

 
Details of stock options outstanding as of December 31, 2019 are as follows:
 
Number of Options
(in thousands)
 Weighted Average
Exercise Price
 Weighted Average
Remaining
Contractual Life
(Years)
 Aggregate
Intrinsic
Value
(In millions)
Vested or expected to vest3,501
 $51.87
 5.9 $142
Exercisable2,445
 $44.35
 4.9 $118

Details of stock options exercised during 2019, 2018 and 2017 are as follows:
 
Number of Options
(in thousands)
 Weighted Average
Exercise Price
 Weighted Average
Remaining
Contractual Life
(Years)
 Aggregate
Intrinsic
Value
(In millions)
Vested or expected to vest3,610
 $46.44
 6.2 $104
  Year Ended December 31,
Options exercised: 2019 2018 2017
Total intrinsic value of options exercised (in millions) $26
 $36
 $22


  As of December 31,
Options outstanding: 
2019

 2018 2017
Number of options exercisable (in millions) 2.4
 2.6
 3.0
Weighted-average exercise price $44.35
 $40.22
 $36.36

 
Number of Options
(in thousands)
 Weighted Average
Exercise Price
 Weighted Average
Remaining
Contractual Life
(Years)
 Aggregate
Intrinsic
Value
(In millions)
Exercisable2,596
 $40.22
 5.4 $91
The total intrinsic value of options exercised during 2018, 2017 and 2016 was $36 million, $22 million and $18 million, respectively. As of December 31, 2018,2019, there were $8 million in total unrecognized compensation costs related to stock options, which are expected to be recognized over a weighted average period of 1.61.4 years as the stock options vest.
Of the options outstanding at December 31, 2018, 2.6 million were exercisable at a weighted-average exercise price of $40.22. Of the options outstanding at December 31, 2017, 3.0 million were exercisable at a weighted-average exercise price of $36.36. Of the options outstanding at December 31, 2016, 2.8 million were exercisable at a weighted-average exercise price of $31.61.
We use the Black-Scholes option pricing model to value our stock option awards. During 2019, 2018 2017 and 2016,2017, we used the assumptions in the table below to compute the value:

 Year Ended December 31, Year Ended December 31,
Assumptions 2018 2017 2016
Assumptions: 2019 2018 2017
Risk-free interest rate 2.67% 1.84% 1.51% 2.49% 2.67% 1.84%
Expected life in years 6.0
 5.0
 5.0
 5.9
 6.0
 5.0
Expected volatility 20% 21% 24% 20% 20% 21%
Expected dividend yield 1.43% 1.40% 1.36% 1.44% 1.43% 1.40%
Estimated weighted-average fair value of options granted per share $14.08
 $10.50
 $9.88
 $15.45
 $14.08
 $10.50

The risk-free interest rate is based on the zero-coupon U.S. Treasury yield curve in effect at the date of grant. The expected life is derived from historical and anticipated future exercise patterns. Expected volatility is based on historical volatility data of our stock.
Restricted Stock Plans
Restricted shares are used as an incentive to attract and retain qualified employees and to increase stockholder returns with actual performance linked to both short and long-term stockholder return as well as retention objectives. The grant date fair value of each award is based on the closing stock price of our stock at the date of grant.
Granted but unvested shares are generally forfeited upon termination of employment, whereby compensation costs previously recognized for unvested shares are reversed. Until the shares vest and are issued, participants have no voting or dividend rights and the shares may not be sold, assigned, transferred, pledged or otherwise encumbered. Unvested restricted stock earns dividend equivalents which are paid in cash on the vesting date.
The grant date fair value of time-based restricted stock units is recognized as expense ratably over the vesting period, which is typically three years, net of forfeitures. Our equity plans include a change in control provision that may accelerate vesting on both the time-based and performance-based restricted shares if the awards are not assumed by an acquirer in the case of a change in control.
For awards with performance conditions, we recognize compensation costs, net of forfeitures, using an accelerated attribution method over the vesting period. Compensation costs are recognized only if it is probable that the performance condition will be satisfied. If we initially determine that it is not probable of being satisfied and later determine that it is, or vice versa, a cumulative catch-up adjustment is retroactively recorded in the period of change based on the new estimate. We recognize the remaining compensation costs over the remaining vesting period. Our Compensation Committee, pursuant to the terms of the equity plans and the authority delegated to it by our Board, can make equitable adjustments to the performance condition in recognition of unusual or non-recurring events.
In February 2018,2019, we reserved a maximum of 1.31.1 million restricted shares for potential issuance as performance-based restricted shares to certain of our employees. The number of shares ultimately granted under this award wasis based on our actual financial performance as compared to financial performance targets set by our Board of Directors and its Compensation Committee for the year ending December 31, 2018,2019, and wasis also subject to a market condition reduction based on how our 20182019 total stockholder return, or TSR, compared to that of the S&P 500 Index. Our 2018In 2019, no TSR was higher than the 2018 return of the S&P 500 Index. Therefore, no share reduction was required. Based on our actual 20182019 financial performance as compared to the 20182019 financial performance

level thresholds, 0.70.5 million restricted shares were awarded, which resulted in $44$39 million in compensation expenses that will be expensed over the three-year accelerated vesting period, including $26$20 million that was expensed during 2018.2019.
The fair value of awards with a market condition is estimated based on a simulation of various outcomes and includes inputs such as our stock price on the grant date, the valuation of historical awards with market conditions, the relatively low likelihood that the market condition will affect the number of shares granted (as the market condition only affects shares granted in excess of certain financial performance targets), and our expectation of achieving the financial performance targets. The grant date fair value of the awards, when considering the impact of the market condition on fair value, was determined to not be materially different from our stock price on the respective grant dates.
The following is a summary of the nonvested restricted shares under all plans discussed above in 2018, 2017 and 2016: above:
 
Number of
Restricted
Stock Shares
(in thousands)
 Weighted Average
Grant-Date Fair
Value per Share
Nonvested at January 1, 20176,436 $45.86
Granted3,274 57.61
Vested(3,509) 44.64
Forfeited(453) 52.38
Nonvested at December 31, 20175,748 52.78
Granted1,994 67.88


 
Number of
Restricted
Stock Shares
(in thousands)
 Weighted Average
Grant-Date Fair
Value per Share
Vested(2,819) 50.21
Forfeited(453) 58.42
Nonvested at December 31, 20184,470 60.56
Granted1,697 76.85
Vested(2,269) 57.92
Forfeited(231) 67.66
Nonvested at December 31, 20193,667 69.29

 
Number of
Restricted
Stock Shares
(in thousands)
 Weighted Average
Grant-Date Fair
Value per Share
Nonvested at January 1, 20166,271 $39.99
Granted3,251 50.06
Vested(2,640) 38.05
Forfeited(446) 45.51
Nonvested at December 31, 20166,436 45.86
Granted3,274 57.61
Vested(3,509) 44.64
Forfeited(453) 52.38
Nonvested at December 31, 20175,748 52.78
Granted1,921 67.92
Vested(2,819) 50.21
Forfeited(453) 58.42
Nonvested at December 31, 20184,397 60.45
  Year Ended December 31,
  2019 2018 2017
Time-based restricted stock units granted
(in thousands)
(1)
 997
 1,153
 2,364
Total fair value of restricted stock vested under all restricted stock plans
(in millions)
 $173
 $206
 $206
(1)The remaining shares granted include 1.2 million, 2.4 million and 2.3 million time-based restricted stock units during 2018, 2017 and 2016, respectively, and the remainder are performance-based.
Performance-based restricted shares have been presented to reflect the actual shares to be issued based on the achievement of past performance targets, also considering the impact of any market conditions. Non-vested performance-based restricted shares granted are presented in the table above at the target number of restricted shares that would vest if the target performance targets are met. As of December 31, 2018,2019, there were $116$106 million in total unrecognized compensation costs related to time-based and performance-based restricted stock. These costs are expected to be recognized over a weighted-average period of 1.21.1 years as the restricted stock vests. During 2018, 2017 and 2016, the total fair value of restricted stock vested under all restricted stock plans was $206 million, $206 million and $130 million, respectively.
Employee Stock Purchase Plan
In May 2018, our stockholders approved our ESPP, under which we have reserved and may sell up to 25 million shares of our common stock to employees. The ESPP grants participating employees the right to acquire our stock in increments of 1% of eligible pay, with a maximum contribution of 25% of eligible pay, subject to applicable annual Internal Revenue Service, or IRS, limitations. Under our ESPP, participating employees are limited to $25,000 of common stock annually, and a maximum of 1,250 shares of common stock each offering period. There will be twoare 2 offering periods each year, which will run from January 1st (or the first trading day thereafter) through June 30th (or the last trading day prior to such date) and from July 1st (or the first trading day thereafter) through December 31st (or the last trading day prior to such date). The first offering period began on July 2, 2018 and ended on December 31, 2018. The purchase price per share of common stock is 85% of the lesser of the fair market value of the stock on the first or the last trading day of each offering period. The prices on the first day and last day of our first trading period were $73.73 and $75.33 per share, respectively. We recorded compensation expenses of $7 million and $4 million during 2019 and 2018, respectively, related to the 15% discount given to our participating employees.

Bakkt Incentive Units
In February 2019, our Board approved the adoption of the Bakkt Equity Incentive Plan to issue various Bakkt equity unit awards. Under this plan, as of December 31, 2019, Bakkt has 82 million, 4 million and 9 million of its preferred, common and phantom incentive units, respectively, outstanding. These awards were made to certain employees and Board members. The units are unvested at the issuance date, are subject to the vesting terms in the award agreements and upon vesting are converted into Bakkt equity or cash.


12.Equity
Treasury Stock
During 2019, 2018 2017 and 2016,2017, we received 1.51.0 million shares, 1.5 million shares and 1.11.5 million shares, respectively, of common stock from employees to satisfy tax withholdings we made on their behalf for restricted stock and stock option exercises. We recorded the receipt of the shares as treasury stock.
In connection with the record date for a 5-for-1 stock split, on October 27, 2016, all 35.3 million then outstanding treasury stock shares were retired. In connection with the retirement, of the $1.5 billion value assigned to the treasury stock shares, $1.1 billion was allocated to additional paid-in capital and $370 million to retained earnings. The allocation was based on the paid-in capital per share generated from the historical issuances of these shares.
Stock Repurchase Program
During 2018, 2017 and 2016, we repurchased 16.3 million shares, 15.0 million shares and 0.9 million shares, respectively, of our outstanding common stock at a cost of $1.2 billion, $949 million and $50 million, respectively, excluding shares withheld upon vesting of equity awards. The shares repurchased are held in treasury stock. The timing and extent of future repurchases, if any, will depend upon many conditions. We periodically review whether to repurchase our stock. In making a determination regarding the timing and extent of any stock repurchases, we consider multiple factors that may include: overall stock market conditions, our common stock price movements,

performance, the remaining amount authorized for repurchases by our Board, the potential impact of a stock repurchase program on our debt ratings, our expected free cash flow and working capital needs, our current and future planned strategic growth initiatives, and other potential uses of our cash and capital resources.
In August 2016, our Board approved an aggregate of $1.0 billion for repurchases with no fixed expiration date. In September 2017, our Board approved an aggregate of $1.2 billion for future repurchases with no fixed expiration date. In September 2018, our Board approved an aggregate of $2.0 billion for future repurchases with no fixed expiration date. In December 2019, our Board approved an aggregate of $2.4 billion for future repurchases of our common stock with no fixed expiration date that became effective on January 1, 2019. 2020. The $2.4 billion replaced the previous amount approved by the Board of Directors.
During 2019, 2018 and 2017, we repurchased 17.4 million shares, 16.3 million shares and 15.0 million shares, respectively, of our outstanding common stock at a cost of $1.5 billion, $1.2 billion and $949 million, respectively, excluding shares withheld upon vesting of equity awards. The shares repurchased are held in treasury stock.
We expect to fund repurchases if any, from our operating cash flow, or borrowings under our debt facilities or our Commercial Paper Program. Repurchases may be made from time to time on the open market, through established trading plans, in privately-negotiated transactions or otherwise, in accordance with all applicable securities laws, rules and regulations. We have entered into a Rule 10b5-1 trading plan, as authorized by our Board, to govern some or all of the repurchases of our shares of common stock. We may discontinue the stock repurchases at any time and may amend or terminate the Rule 10b5-1 trading plan at any time. The approval of our Board for the share repurchases does not obligate us to acquire any particular amount of our common stock. In addition, our Board may increase or decrease the amount available for repurchases from time to time.
We repurchased sharesThe table below sets forth the information with respect to purchases made by or on behalf of ICE or any “affiliated purchaser” (as defined in Rule 10b-18(a)(3) under the Exchange Act) of our common stock in the open market during the periods presented as follows:
 
Shares Repurchased
(in thousands)
 Average Repurchase Price Per Share 
Amount of Repurchases
(in millions)
 Total cumulative year-to-date shares purchased as part of publicly announced plans or programs
(in thousands)
 Approximate dollar
value of shares that
may yet be
purchased under the
plans or programs as of the end of the quarter
(in millions)
2019         
Fourth quarter3,661
 $92.86
 $340
 17,432
 $540
Third quarter3,730
 $91.16
 340
 13,771
 $880
Second quarter4,170
 $81.53
 340
 10,041
 $1,220
First quarter5,871
 $74.95
 440
 5,871
 $1,560
Total common stock repurchases(1)
17,432
 $83.75
 $1,460
   
          
2018         
Fourth quarter1,863
 $74.99
 $139
 16,257
 $2
Third quarter3,991
 $75.17
 300
 14,394
 $141
Second quarter6,298
 $72.81
 459
 10,403
 $441
First quarter4,105
 $73.08
 300
 4,105
 $900
Total common stock repurchases(2)
16,257
 $73.71
 $1,198
   
          
2017         
Fourth quarter3,498
 $68.62
 $240
 14,967
 $51
Third quarter3,642
 $65.90
 240
 11,469
 $291
Second quarter3,916
 $61.28
 240
 7,828
 $531
First quarter3,911
 $58.49
 229
 3,911
 $771
Total open market common stock repurchases14,967
 $63.39
 $949
   

 
Shares Repurchased
(in thousands)
 Average Repurchase Price Per Share 
Amount of Repurchases
(in millions)
2018     
Fourth quarter1,863
 $74.99
 $139
Third quarter3,991
 75.17
 300
Second quarter6,298
 72.81
 459
First quarter4,105
 73.08
 300
Total open market common stock repurchases16,257
   $1,198
      
2017     
Fourth quarter3,498
 $68.62
 $240
Third quarter3,642
 65.90
 240
Second quarter3,916
 61.28
 240
First quarter3,911
 58.49
 229
Total open market common stock repurchases14,967
   $949
      
2016     
Fourth quarter903
 55.42
 50
Third quarter
 
 
Second quarter
 
 
First quarter
 
 
(1)Includes 1.3 million shares purchased on the open market at a cost of $100 million and 16.1 million shares purchased under our Rule 10b5-1 trading plan at a cost of $1.4 billion.

Total open market common stock repurchases903
   $50
(2) Includes 2.2 million shares purchased on the open market at a cost of $159 million and 14.1 million shares purchased under our Rule 10b5-1 trading plan at a cost of $1.0 billion.
Dividends
The declaration of dividends is subject to the discretion of our Board, and may be affected by various factors, including our future earnings, financial condition, capital requirements, levels of indebtedness, credit ratings, our current and future planned

strategic growth initiatives and other considerations which our Board of Directors deem relevant. Our Board has adopted a quarterly dividend declaration policy providing that the declaration of any dividends will be determined quarterly by the Board or its Audit Committee, taking into account such factors as our evolving business model, prevailing business conditions and our financial results and capital requirements, without a predetermined annual net income payout ratio. We declared and paid cash dividends per share during the periods presented as follows:
 Dividends Per Share 
Amount
(in millions)
2019   
Fourth quarter$0.275
 $154
Third quarter0.275
 155
Second quarter0.275
 155
First quarter0.275
 157
Total cash dividends declared and paid$1.10
 $621
    
2018   
Fourth quarter$0.24
 $138
Third quarter0.24
 138
Second quarter0.24
 139
First quarter0.24
 140
Total cash dividends declared and paid$0.96
 $555
    
2017   
Fourth quarter$0.20
 $118
Third quarter0.20
 119
Second quarter0.20
 119
First quarter0.20
 120
Total cash dividends declared and paid$0.80
 $476

 Dividends Per Share 
Amount
(in millions)
2018   
Fourth quarter$0.24
 $138
Third quarter0.24
 138
Second quarter0.24
 139
First quarter0.24
 140
Total cash dividends declared and paid0.96
 $555
    
2017   
Fourth quarter$0.20
 $118
Third quarter0.20
 119
Second quarter0.20
 119
First quarter0.20
 120
Total cash dividends declared and paid$0.80
 $476
    
2016   
Fourth quarter$0.17
 $102
Third quarter0.17
 102
Second quarter0.17
 103
First quarter0.17
 102
Total cash dividends declared and paid$0.68
 $409


Accumulated Other Comprehensive Income (Loss)

The following tables present changes in the accumulated balances for each component of other comprehensive income (loss) (in millions):
  Changes in Accumulated Other Comprehensive Income (Loss) by Component
  Foreign currency translation adjustments Comprehensive income from equity method investment Employee benefit plans adjustments Fair value of available-for-sale securities Total
 
Balance, as of January 1, 2017 $(345) $2
 $(109) $108
 $(344)
Other comprehensive income (loss) 203
 
 28
 (108) 123
Income tax benefit (expense) 6
 
 (8) 
 (2)
Net current period other comprehensive income (loss) 209
 
 20
 (108) 121
Balance, as of December 31, 2017 (136) 2

(89)

 (223)
Other comprehensive income (loss) (91) 
 33
 
 (58)
Net impact of adoption of ASU 2018-02 (1) 
 (25) 
 (26)
Income tax benefit (expense) 1
 
 (9) 
 (8)
Net current period other comprehensive income (loss) (91) 
 (1) 
 (92)
Balance, as of December 31, 2018 (227) 2

(90)

 (315)
Other comprehensive income (loss) 51
 (1) 32
 
 82
Income tax benefit (expense) (1) 
 (9) 
 (10)
Net current period other comprehensive income (loss) 50
 (1) 23
 
 72
Balance, as of December 31, 2019 (177) 1
 (67) 
 (243)



13.Income Taxes
Income before income taxes and the income tax provision consisted of the following (in millions):
 Year Ended December 31,
 2019 2018 2017
Income before income taxes     
Domestic$1,333
 $1,371
 $1,308
Foreign1,148
 1,149
 1,218
Total$2,481
 $2,520
 $2,526
      
Income tax provision     
Current tax expense:     
Federal$189
 $140
 $266
State124
 107
 92
Foreign241
 226
 268
Total$554
 $473
 $626
      
Deferred tax expense (benefit):     
Federal$(21) $29
 $(677)
State(4) 9
 33
Foreign(8) (11) (10)
 $(33) $27
 $(654)
Total income tax expense (benefit)$521
 $500
 $(28)
 Year Ended December 31,
 2018 2017 2016
Income before income taxes     
Domestic$1,371
 $1,308
 $1,057
Foreign1,149
 1,218
 986
 $2,520
 $2,526
 $2,043
Income tax provision     
Current tax expense:     
Federal$140
 $266
 $258
State107
 92
 5
Foreign226
 268
 203
 $473
 $626
 $466
Deferred tax expense (benefit):     
Federal$29
 $(677) $71
State9
 33
 76

 Year Ended December 31,
 2018 2017 2016
Foreign(11) (10) (27)
 $27
 $(654) $120
Total income tax expense (benefit)$500
 $(28) $586

A reconciliation of the statutory U.S. federal income tax rate to our effective income tax rate is as follows:
 Year Ended December 31,
 2019 2018 2017
Statutory federal income tax rate21 % 21 % 35 %
State and local income taxes, net of federal benefit4
 3
 3
Foreign tax rate differential(1) (1) (7)
Current year tax benefit from foreign derived intangible income(1) 
 
Deferred tax benefit due to tax law changes
 
 (30)
Other(2) (3) (2)
Total provision for income taxes21 % 20 % (1)%
 Year Ended December 31,
 2018 2017 2016
Statutory federal income tax rate21 % 35 % 35 %
State and local income taxes, net of federal benefit3
 3
 3
Foreign tax rate differential(1) (7) (7)
Deferred tax benefit due to tax law changes
 (30) (2)
Other(3) (2) 
Total provision for income taxes20 % (1)% 29 %

On December 22, 2017, the TCJA was signed into law (Note 2). The TCJA reduced the U.S. corporate income tax rate from 35% to 21% effective January 1, 2018. As a result, the foreign tax rate differential for the year ended December 31,differentials in 2019 and 2018 isare significantly lower than itthey had been in the previous two years. Favorable foreign income tax rate differentials result primarily from lower income tax rates in the U.K. and various other lower tax jurisdictions as compared to the historical income tax rates in the U.S.
We were required to revalue our U.S. deferred tax assets and liabilities at the new federal corporate income tax rate as of the date of enactment of the TCJA and to include the rate change effect in the tax provision for the period ended December 31, 2017. As a result, we recognized a $764 million deferred tax benefit based on a reasonable estimate of the deferred tax assets and liabilities as of December 22, 2017. This significantly reduced the effective tax rate for the period ended December 31, 2017 in comparison to the effective tax rates in the other years presented. The 2017 effective tax rate would have been 29% without this deferred tax benefit.
Our effective tax rates were 21% and 20% in 2019 and 2018, respectively. The difference is primarily driven by the 2018 discrete tax benefits from the acquisition of MERS and the divestiture of Trayport exceeding the net increased tax benefits recorded in 2019 from certain international tax provisions under the TCJA, including the tax benefit from Foreign-Derived Intangible Income, or FDII. The impact of the 2019 FDII benefit is outlined in the above effective tax rate reconciliation.
The 2018 effective tax rate iswas lower than the 2017 effective tax rate excluding the deferred tax benefit from the U.S. tax law changes. This is primarily due to the lower U.S. corporate income tax rate that became effective January 1, 2018. In addition, the 2018 effective tax rate was further reduced due to non-taxable gainstax benefits from the acquisition of MERS and the divestiture

of Trayport, and deferred tax benefits from changes in estimates, and additional tax benefits associated with our sale of Trayport in 2017.estimates. The tax benefit from the acquisition of MERS is included in "Other" in the above effective tax rate reconciliation.
The decrease in the effective tax rate in 2017 from 2016, is primarily due to the deferred tax benefit associated with the TCJADeferred Tax Assets and tax benefits associated with a divestiture in the second quarter of 2017, partially offset by the deferred tax benefit from the U.K. corporate income tax reduction in the third quarter of 2016, additional tax expense from an Illinois corporate income tax rate increase enacted in the third quarter of 2017, and an income tax expense increase due to a relatively higher U.S. mix of income in 2017.
During the third quarter of 2016, the U.K. further reduced their corporate income tax rate effective April 1, 2020 from 18% to 17%. The reduction in the future U.S. and U.K. corporate income tax rates resulted in deferred tax benefits. The impact of the deferred tax benefits for the U.S. and U.K. corporate income tax rate reductions collectively lowered the effective tax rates by 30% and 2%, in 2017 and 2016, respectively, and resulted in deferred tax benefits of $764 million and $34 million, in 2017 and 2016, respectively.Liabilities
Deferred income taxes reflect the net tax effects of temporary differences between the carrying amounts of assets and liabilities for financial reporting purposes and the amounts used for income tax purposes. As a result of the enactment of TCJA on December 22, 2017, we revalued the U.S. deferred tax assets and liabilities at the new federal corporate income tax rate of 21%, for the period ended December 31, 2017. The following table summarizes the significant components of our deferred tax liabilities and assets as of December 31, 20182019 and 20172018 (in millions):

 As of December 31,
 2019 2018
Deferred tax assets:   
Deferred and stock-based compensation$82
 $89
Pension4
 12
Liability reserve38
 35
Tax credits2
 3
Loss carryforward129
 138
Deferred revenue22
 24
Other42
 55
Total319
 356
Valuation allowance(119) (119)
Total deferred tax assets, net of valuation allowance$200
 $237
Deferred tax liabilities:   
Property and equipment$(132) $(133)
Acquired intangibles(2,382) (2,439)
Total deferred tax liabilities$(2,514) $(2,572)
Net deferred tax liabilities$(2,314) $(2,335)
Reported as:   
Net non-current deferred tax assets$
 $2
Net non-current deferred tax liabilities(2,314) (2,337)
Net deferred tax liabilities$(2,314) $(2,335)
 As of December 31,
 2018 2017
Deferred tax assets:   
Deferred and stock-based compensation$89
 $105
Pension12
 16
Liability reserve35
 37
Tax credits3
 12
Loss carryforward138
 147
Deferred revenue24
 24
Other55
 42
Total356
 383
Valuation allowance(119) (126)
Total deferred tax assets, net of valuation allowance$237
 $257
Deferred tax liabilities:   
Property and equipment$(133) $(99)
Acquired intangibles(2,439) (2,453)
Total deferred tax liabilities$(2,572) $(2,552)
Net deferred tax liabilities$(2,335) $(2,295)
Reported as:   
Net non-current deferred tax assets$2
 $3
Net non-current deferred tax liabilities(2,337) (2,298)
Net deferred tax liabilities$(2,335) $(2,295)

A reconciliation of the beginning and ending amount of deferred income tax valuation allowance is as follows (in millions):
 Year Ended December 31,
 2019 2018 2017
Beginning balance of deferred income tax valuation allowance$119
 $126
 $122
Charges against goodwill1
 
 15
Decreases(1) (7) (11)
Ending balance of deferred income tax valuation allowance$119
 $119
 $126
 Year Ended December 31,
 2018 2017 2016
Beginning balance of deferred income tax valuation allowance$126
 $122
 $72
Increases charged to income tax expense
 
 28
Charges against goodwill
 15
 22
Decreases(7) (11) 
Ending balance of deferred income tax valuation allowance$119
 $126
 $122

We recognize valuation allowances on deferred tax assets if, based on the weight of the evidence, we believe that it is more likely than not that some or all of the deferred tax assets will not be realized. We recorded a valuation allowance for deferred tax assets of $119 million and $126 million as of both December 31, 20182019 and 2017, respectively.2018. Decreases in 2018 primarily relate to utilization of certain deferred tax assets on capital losses that we did not expect to be realizable. Decreases in 2017 relate to the U.S. corporate income tax rate reduction from 35% to 21% and the net impact from the divestitures of Trayport and IDMS. Increases in 2016 primarily relate to deferred tax assets on foreign net operating and capital losses that we do not expect to be realizable in the future. Increases charged against goodwill primarily relate to deferred tax assets arising on the 2017 acquisition of National Stock Exchange and the 2016 acquisition of a foreign branch that we do not expect to be realizable in future periods.Exchange.
As part of U.S. tax reform, the TCJA imposesimposed a transition tax on certain accumulated foreign earnings aggregated across all non-U.S. subsidiaries, net of foreign deficits, as computed under U.S. tax principles. As we were in an aggregate net foreign deficit position for U.S. tax purposes as of December 31, 2017, we were not liable for the transition tax.
Effective January 1, 2018, the majority of our 2019 and 2018 current undistributed earnings of our non-U.S. subsidiaries became subject to the Global Intangible Low-Taxed Income provisions under the TCJA and, as such, are subject to immediate U.S. income taxation and can be distributed to the U.S. in the future with no material additional income tax consequences.consequences in the

future. Consequently, these earnings are not considered to be indefinitely reinvested and the related tax impact is included in our income tax provision for the periodperiods ended December 31, 2018.2019 and 2018, respectively.
However, our non-U.S. subsidiaries’ cumulative undistributed earnings as of December 31, 2017 and the 2019 and 2018 current undistributed earnings that are not subject to the Global Intangible Low-Taxed Income provisions are considered to be

indefinitely reinvested.  Accordingly, no provision for U.S. federal and state income taxes has been made in the accompanying consolidated financial statements. Further, a determination of the unrecognized deferred tax liability is not practicable.  An estimate of these indefinitely reinvested undistributed earnings as of December 31, 2018,2019, based on post-income tax earnings under U.S. GAAP, principles, is $4.9$5.2 billion.
SAB 118 provided guidance for companies that had not completed their accounting for the income tax effects of the TCJA in the period of enactment, allowing for a measurement period of up to one year after the enactment date to finalize the recording of the related tax impacts. During 2018, we completed our accounting for the tax effects of the enactment of the TCJA. We reaffirmed our position that we were not subject to transition tax under the TCJA as of December 31, 2017, and therefore, we did not record any transition tax during the measurement period. We also concluded that the $764 million deferred tax benefit recorded in the 2017 tax provision was a reasonable estimate of the impact of the TCJA on our deferred tax balances, and that no further adjustments were necessary during the measurement period.
As of December 31,In 2018 we have adopted an accounting policy regarding the treatment of taxes due on future inclusion of non-U.S. income in U.S. taxable income under the Global Intangible Low-Taxed Income provisions as a current period expense when incurred. Therefore, no deferred tax related to these provisions has been recorded as of December 31, 2019 or 2018.
As of December 31, 20182019 and 2017,2018, we have gross U.S. federal net operating loss carryforwards of $133$119 million and $89$133 million, respectively, and gross state and local net operating loss carryforwards of $201$110 million and $353$201 million, respectively. The increasesdecreases of U.S federal net operating loss carryforwards are primarily due to acquisitions during 2018. The decrease ofand state and local net operating loss iscarryforwards are primarily due to utilization of certain net operating losses in the current year, partially offset by additions related to acquisitions. The net operating loss carryforwards are available to offset future taxable income until they begin to expire, with material amounts beginning in 2019.2026. In addition, as of December 31, 20182019 and 2017,2018, we have gross foreign net operating loss carryforwards of $285$282 million and $253$285 million, respectively. The majority of gross foreign net operating losses are not expected to be realizable in future periods and have related valuation allowances.
A reconciliation of the beginning and ending amount of unrecognized tax benefits is as follows (in millions):
 Year Ended December 31,
 2019 2018 2017
Beginning balance of unrecognized tax benefits98
 $115
 112
Additions based on tax positions taken in current year17
 13
 10
Additions based on tax positions taken in prior years9
 7
 9
Reductions based on tax positions taken in prior years(1) 
 
Reductions resulting from statute of limitation lapses(13) (19) (8)
Reductions related to settlements with taxing authorities(7) (18) (8)
Ending balance of unrecognized tax benefits$103
 $98
 $115
 Year Ended December 31,
 2018 2017 2016
Beginning balance of unrecognized tax benefits115
 $112
 107
Additions related to acquisitions
 
 22
Additions based on tax positions taken in current year13
 10
 9
Additions based on tax positions taken in prior years7
 9
 
Reductions based on tax positions taken in prior years
 
 (1)
Reductions resulting from statute of limitation lapses(19) (8) (3)
Reductions related to settlements with taxing authorities(18) (8) (22)
Ending balance of unrecognized tax benefits$98
 $115
 $112

As of December 31, 20182019 and 2017,2018, the balance of unrecognized tax benefits which would, if recognized, affect our effective tax rate was $81$85 million and $77$81 million, respectively. It is reasonably possible, as a result of settlements of ongoing audits or statute of limitations expirations, unrecognized tax benefits could increase as much as $13$17 million and decrease as much as $20$13 million within the next 12 months. Of the $98$103 million in unrecognized tax benefits as of December 31, 2018, $742019, $90 million is recorded as other non-current liabilities and $24$13 million is recorded as other current liabilities.
We recognize interest and penalties accrued on income tax uncertainties and accrued penalties as a component of income tax expense. In 2019, 2018 2017 and 2016,2017, we recognized $6$5 million, $1 million($6 million) and $1 million,($1 million), respectively, of income tax benefitexpense/(benefit) for interest and penalties. As of December 31, 20182019 and 2017,2018, accrued interest and penalties were $28$33 million and $35$28 million, respectively. Of the $28$33 million in accrued interest and penalties as of December 31, 2018, $132019, $23 million is recorded as other non-current liabilities and $15$10 million is recorded as other current liabilities in the accompanying consolidated balance sheet.
We or one of our subsidiaries files income tax returns in the U.S. federal jurisdiction and various state and foreign jurisdictions. The following table summarizes open tax years by major jurisdiction:
JurisdictionOpen Tax Years
U.S. Federal20152016 - 20182019
U.S. States2008 - 20182019


U.K.20172018 - 20182019
Netherlands20122013 - 20182019


Although the outcome of tax audits is always uncertain, we believe that adequate amounts of tax, including interest and penalties, have been provided for any adjustments expected to result from open tax years.


14.Clearing Operations
We operate six6 clearing houses, each of which acts as a central counterparty that becomes the buyer to every seller and the seller to every buyer for its clearing members. Through this central counterparty function, the clearing houses provide financial security for each transaction for the duration of the position by limiting counterparty credit risk.
Our clearing houses are responsible for providing clearing services to each of our futures exchanges, and in some cases outside of our execution venues, and are as follows, referred to herein collectively as "the ICE Clearing Houses":
Clearing HouseProducts ClearedExchange where ExecutedLocation
ICE Clear EuropeEnergy, agricultural, interest rates and equity index futures and options contracts and OTC European CDS instrumentsICE Futures Europe, ICE Futures U.S., ICE Endex and third-party venuesU.K.
ICE Clear U.S.Agricultural, metals, FX and equity index futures and options contracts and digital assets futures contractsICE Futures U.S.U.S.
ICE Clear CreditNorth American, European, Asian-Pacific and Emerging Market CDS instrumentsCreditex, OTC and third-party venuesU.S.
ICE Clear NetherlandsDerivatives on equities and equity indices traded on regulated marketsICE EndexThe Netherlands
ICE Clear SingaporeEnergy, metals and financial futures productsICE Futures SingaporeSingapore
ICE NGXPhysical North American natural gas, electricity and oil futuresICE NGXCanada
        ICE Clearing House Portion of Guaranty Fund Contribution ICE Exchange Portion of Guaranty Fund Contribution
        As of December 31,
(in millions)
 As of December 31,
(in millions)
Clearing House Products Cleared Exchange where Executed Location 2018 2017 2018
ICE Clear Europe Energy, agricultural, interest rates and equity index futures and options contracts and OTC European CDS instruments ICE Futures Europe, ICE Futures U.S. and ICE Endex U.K. $150 $150 $56
ICE Clear U.S. Agricultural, metals, FX and equity index futures and options contracts ICE Futures U.S U.S. 50
 50
 11
ICE Clear Credit North American, European, Asian-Pacific and Emerging Market CDS instruments Creditex and third-party venues U.S. 50
 50
 
ICE Clear Netherlands Approved to offer clearing of Dutch equity options ICE Endex EU 2
 2
 
ICE Clear Singapore Energy, metals and financial futures products ICE Futures Singapore Singapore 1
 1
 
ICE NGX Physical North American natural gas, electricity and oil futures ICE NGX Canada N/A
 N/A
 
ICE Clear Canada Canola contracts transitioned to ICE Clear U.S. on July 30, 2018 and ICE Clear Canada ceased operations. N/A Canada N/A 1
 
Total       $253 $254 $67
As of December 31, 2018, ICE NGX maintains a guaranty fund utilizing a $100 million letter of credit discussed below.
We previously operated ICE Clear Canada for the clearing and settlement of our canola contracts traded through ICE Futures Canada. On July 30, 2018, and in connection with the transition of the trading in those contracts to ICE Futures U.S., we transitioned the clearing of those contracts to ICE Clear U.S., after which ICE Clear Canada ceased operations.


Original & Variation Margin
To reduce their exposure, the ICE Clearing Houses have a risk management program with both initial and ongoing membership standards. Each of the ICE Clearing Houses generally requirerequires all clearing members or participants to establish guaranty fund (discussed below) anddeposit collateral accounts, and require them to maintainin cash on deposit or pledge certain pledged assets. Such amounts in totalThe collateral deposits are known as “original margin.” In addition, theythe ICE Clearing Houses may make intraday original margin calls in circumstances where market conditions require additional protection. The daily profits and losses to and from the ICE Clearing Houses due to the marking-to-market of open contracts is known as “variation margin.” With the exception of ICE NGX’s physical natural gas and physical power products discussed separately below, the ICE Clearing Houses mark all outstanding contracts to market, and therefore pay and collect variation margin, at least once daily.
The amounts that the clearing members and participants are required to maintain are determined by standardized parametersproprietary risk models established by each ICE Clearing House and reviewed by the relevant regulators, independent model validators, risk committees and the boards of directors of the respective ICE Clearing House andHouse. The amounts required may fluctuate over time. Each of the ICE Clearing Houses is a separate legal entity and is not subject to the liabilities of the others, or the obligations of the members of the other ICE Clearing Houses.
Should a particular clearing member or participant fail to deposit its original margin provide its collateral, or fail to make a variation margin payment, when and as required, the relevant ICE Clearing House may liquidate or hedge its open positions and use their original margin and guaranty fund deposits to make uppay any amount owed. In the event that thosethe defaulting clearing member's deposits are

not sufficient to pay the amount owed in full, the ICE Clearing Houses will first use their respective contributions to the guaranty fund, often referred to as Skin In The Game, or SITG, to pay any remaining amount owed. In the event that the SITG is not sufficient, the ICE Clearing Houses may utilize the respective guaranty fund deposits, or collect additional funds from their respective non-defaulting clearing members on a pro-rata basis, for that purpose.to pay any remaining amount owed.
As of December 31, 20182019 and 2017,2018, the ICE Clearing Houses have received or have been pledged $121.4$126.0 billion and $92.6$121.4 billion, respectively, in cash and non-cash collateral in original margin and guaranty fund deposits to cover price movements of underlying contracts for both periods.

Guaranty Funds & ICE Contribution
MechanismsAs described above, mechanisms have been created, called guaranty funds, to provide partial protection in the event of a clearing member default. EachWith the exception of ICE NGX, each of the ICE Clearing Houses generally requirerequires that each clearing member make deposits into a guaranty fund.
WeIn addition, we have contributed our own capital or “skin-in-the-game” on a voluntary basis which could be used if a defaulting clearing member’s original margin and guaranty fund deposits are insufficient,insufficient. Such amounts are recorded as long-term restricted cash and cash equivalents in our balance sheets and are as follows (in millions):
  ICE Portion of Guaranty Fund Contribution Default insurance
  As of December 31, As of December 31,
Clearing House 2019 2018 2019 2018
ICE Clear Europe $233 $206 $75 N/A
ICE Clear U.S. 103
 61
 25
 N/A
ICE Clear Credit 50
 50
 50
 N/A
ICE Clear Netherlands 2
 2
 N/A
 N/A
ICE Clear Singapore 1
 1
 N/A
 N/A
ICE NGX 15
 N/A
 100
 $100
Total $404 $320 $250 $100
In September 2019, we added a layer of insurance to our clearing member default protection. The default insurance has a three-year term that commenced September 17, 2019, for the following clearing houses in the following amounts: ICE Clear Credit - $50 million; ICE Clear Europe - $75 million; and, ICE Clear US - $25 million. The default insurance layer resides after and in addition to the ICE Clear Credit, ICE Clear Europe, and ICE Clear U.S. SITG contributions and before the guaranty fund contributions of the non-defaulting clearing members.
Similar to SITG, the default insurance layer is not intended to replace or reduce the position risk-based amount of the guaranty fund. As a result, the default insurance layer is not a factor that is included in the table above.
The contributions to ICE Clear Europe include $100 million for futures and options and $50 million for CDS. These contributions, as well as those for ICE Clear U.S. and ICE Clear Credit, would be used after the fundscalculation of the defaulting clearing member but before other amounts within thosemembers’ guaranty funds.
Our risk management framework for our CDS markets through ICE Clear Creditfund contribution requirement. Instead, it serves as a new, additional, distinct, and ICE Clear Europe is separate default resource that should serve to further protect the non-defaulting clearing members’ guaranty fund contributions from our non-CDS clearing operations. Our CDS clearing houses are open-access, consistent with regulatory requirements, and we accept qualifying trades for clearing that are executed on other venues. As of December 31, 2018, our CDS clearing houses collectively clear 515 single name instruments and 154 CDS indexes.
Beginning in March 2018, certain of our exchanges are required to make similar contributions to be utilized pro rata along with the clearing contributionsbeing mutualized in the event of a clearing member default, subject to a minimum $10 million and based on average guaranty fund contributions for futures and options contracts per exchange. These are recorded as long-term restricted cash and cash equivalents in our balance sheet (Note 6), and were $67 million combined for ICE Futures Europe, ICE Futures U.S. and ICE Endex asdefault.
As of December 31, 2018 and included in the table above.
On January 31, 2019, we increased our contribution to ICE Clear Europe’sNGX maintains a guaranty fund by $27utilizing a $100 million due to changes in the sizeletter of its futurescredit and options guaranty fund which included an increase to our exchange contribution to reflect an increase in the size of the average guaranty fund contributions.a default insurance policy, discussed below.
Cash and Cash Equivalent Deposits
We have recorded cash and cash equivalent margin deposits and amounts due in our balance sheets as current assets with corresponding current liabilities to the clearing members. As of December 31, 2018,2019, our cash and cash equivalent margin deposits are as follows (in millions):
ICE Clear Europe (1)
 ICE Clear
Credit
 ICE Clear U.S. ICE NGX Other ICE Clearing Houses Total
ICE Clear Europe (1)
 ICE Clear
Credit
 ICE Clear U.S. ICE NGX Other ICE Clearing Houses Total
Original margin$27,597
 $22,770
 $6,260
 $
 $3
 $56,630
$28,318
 $22,145
 $6,802
 $
 $2
 $57,267
Unsettled variation margin, net
 
 
 417
 
 417

 
 
 255
 
 255
Guaranty fund3,267
 2,456
 460
 
 5
 6,188
4,144
 2,268

463
 
 5
 6,880
Delivery contracts receivable/payable, net
 
 
 720
 
 720

 
 
 585
 
 585
Total$30,864
 $25,226
 $6,720
 $1,137
 $8
 $63,955
$32,462
 $24,413
 $7,265
 $840
 $7
 $64,987

As of December 31, 2017,2018, our cash and cash equivalent deposits, are as follows (in millions):
ICE Clear Europe (2)
 ICE Clear
Credit
 ICE Clear U.S. ICE NGX Other ICE Clearing Houses Total
ICE Clear Europe (2)
 ICE Clear
Credit
 ICE Clear U.S. ICE NGX Other ICE Clearing Houses Total
Original margin$19,792
 $20,703
 $3,898
 $
 $126
 $44,519
$27,597
 $22,770
 $6,260
 $
 $3
 $56,630
Unsettled variation margin, net
 
 
 227
 1
 228

 
 
 417
 
 417
Guaranty fund3,037
 2,607
 299
 
 23
 5,966
3,267
 2,456
 460
 
 5
 6,188
Delivery contracts receivable/payable, net
 
 
 509
 
 509

 
 
 720
 
 720
Total$22,829
 $23,310
 $4,197
 $736
 $150
 $51,222
$30,864
 $25,226
 $6,720
 $1,137
 $8
 $63,955


(1) $25.8 $27.4 billion and $5.1 billion is related to futures and futures/options and CDS, respectively.
(2) $18.525.8 billion and $4.3$5.1 billion is related to futures and futures/options and CDS, respectively.



Our cash and cash equivalent margin and guaranty fund deposits are maintained in accounts with national banks and reputable financial institutions or secured through direct investments, primarily in U.S. Treasury securities with original maturities of less than three months, or reverse repurchase agreements with primarily overnight maturities.
To provide a tool to address the liquidity needs of our clearing houses and manage the liquidation of margin and guaranty fund deposits held in the form of cash and high quality sovereign debt, ICE Clear Europe, ICE Clear Credit and ICE Clear U.S. have entered into Committed Repurchase Agreement Facilities, or Committed Repo. Additionally, ICE Clear Credit and ICE Clear Netherlands have entered into Committed FX Facilities to support these liquidity needs. As of December 31, 2019 the following facilities were in place:
ICE Clear Europe: $1.0 billion in Committed Repo to finance U.S. dollar, euro and pound sterling deposits.
ICE Clear Credit: $300 million in Committed Repo to finance U.S. dollar and euro deposits, €250 million in Committed Repo to finance euro deposits, and €1.9 billion in Committed FX Facilities to finance euro payment obligations.
ICE Clear U.S.: $400 million in Committed Repo to finance U.S. dollar deposits.
ICE Clear Netherlands: €10 million in Committed FX Facilities to finance euro payment obligations.
Details of our cash and cash equivalent deposits are as follows (in millions):
Clearing House Investment Type  As of
December 31, 2019
 As of
December 31, 2018
ICE Clear Europe 
National Bank Account (1)
  $9,667
 $8,647
ICE Clear Europe Reverse repo  19,187
 18,097
ICE Clear Europe 
Sovereign Debt

  3,591
 4,035
ICE Clear Europe Demand deposits  17
 85
ICE Clear Credit 
National Bank Account (2)
  19,480
 19,484
ICE Clear Credit Reverse repo  2,411
 1,935
ICE Clear Credit Demand deposits  2,522
 3,807
ICE Clear U.S. Reverse repo  4,320
 4,380
ICE Clear U.S. Sovereign Debt
  2,945
 2,340
Other ICE Clearing Houses Demand deposits  7
 8
ICE NGX Unsettled Variation Margin and Delivery Contracts Receivable/Payable  840
 1,137
Total
   64,987
 63,955
     As of December 31,
Clearing House Investment Type  2018  2017
ICE Clear Europe 
National Bank Account (1)
  $8,647
  $4,002
ICE Clear Europe Reverse repo  18,097
  13,927
ICE Clear Europe 
Sovereign Debt

  4,035
  4,868
ICE Clear Europe Demand deposits  85
  32
ICE Clear Credit 
National Bank Account (2)
  19,484
  18,445
ICE Clear Credit Reverse repo  1,935
  1,680
ICE Clear Credit Demand deposits  3,807
  3,185
ICE Clear U.S. Reverse repo  4,380
  3,033
ICE Clear U.S. 
U.S. Treasuries

  2,340
  1,164
ICE Clear Canada Demand deposits  
  140
Other ICE Clearing Houses Demand deposits  8
  10
ICE NGX Unsettled Variation Margin and Delivery Contracts Receivable/Payable  1,137
  736
Total
   $63,955
  $51,222
(1) As of December 31, 2019, ICE Clear Europe held €8.0 billion ($9.0 billion based on the euro/U.S. dollar exchange rate of 1.1212 as of December 31, 2019) at De Nederlandsche Bank, or DNB, £500 million ($663 million based on the pound sterling/U.S. dollar exchange rate of 1.3260 as of December 31, 2019) at the Bank of England, or BOE and €10 million ($11 million based on the above exchange rate) at the BOE. As of December 31, 2018, ICE Clear Europe held €7.0 billion ($8.0 billion based on the euro/U.S. dollar exchange rate of 1.1466 as of December 31, 2018) at De Nederlandsche Bank, or DNB, and £500 million ($638 million based on the pound sterling/U.S. dollar exchange rate of 1.2756 as of December 31, 2018) at the Bank of England, or BOE. As of December 31, 2017, ICE Clear Europe held €3.3 billion ($4.0 billion based on the euro/U.S. dollar exchange rate of 1.2003 as of December 31, 2017) at DNB.
(2)ICE Clear Credit is a systemically important financial market utility, or SIFMU, as designated by the Financial Stability Oversight Council, and holds its U.S. dollar cash margin in cash accounts at the Federal Reserve Bank of Chicago.

Other Deposits
In addition to the cash deposits above, the ICE Clearing Houses have also received other assets from clearing members, which include government obligations, and may include other non-cash collateral such as certain agency and corporate debt, letters of credit or gold to mitigate credit risk. For certain deposits, we may impose discount or “haircut” rates to ensure adequate collateral if market values fluctuate. The value-related risks and rewards of these assets remain with the clearing members. Any gain or loss accrues to the clearing member. The ICE Clearing Houses havedo not, soldin the ordinary course, rehypothecate or re-pledgedre-pledge these assets or experienced an event of a default.assets. These pledged assets are not reflected in our balance sheets, and are as follows:follows (in millions):
 As of December 31, 2019
 
ICE Clear 
Europe
 ICE Clear
Credit
 ICE Clear U.S. ICE NGX  Total
Original margin:          
Government securities at face value$30,635
 $13,710
 $12,633
 $
  $56,978
Letters of credit
 
 
 2,469
  2,469
ICE NGX cash deposits
 
 
 362
  362
Total$30,635
 $13,710
 $12,633
 $2,831
  $59,809
Guaranty fund:          
Government securities at face value$475
 $523
 $243
 $
  $1,241
 As of December 31, 2018
 
ICE Clear 
Europe
 ICE Clear
Credit
 ICE Clear U.S. ICE NGX  Total
Original margin:          
Government securities at face value$29,887
 $12,990
 $10,208
 $
  $53,085
Letters of credit
 
 
 2,556
  2,556
ICE NGX cash deposits
 
 
 605
  605
Total$29,887
 $12,990
 $10,208
 $3,161
  $56,246
Guaranty fund:          
Government securities at face value$654
 $256
 $264
 $
  $1,174
 As of December 31, 2018
 
ICE Clear 
Europe
 ICE Clear
Credit
 ICE Clear U.S. ICE NGX Other ICE Clearing Houses Total
Original margin:           
Government securities at face value$29,887
 $12,990
 $10,208
 $
 $
 $53,085
Letters of credit
 
 
 2,556
 
 2,556
ICE NGX cash deposits
 
 
 605
 
 605
Total$29,887
 $12,990
 $10,208
 $3,161
 $
 $56,246
Guaranty fund:           
Government securities at face value$654
 $256
 $264
 $
 $
 $1,174

 As of December 31, 2017
 
ICE Clear 
Europe
 ICE Clear
Credit
 ICE Clear U.S. ICE NGX Other ICE Clearing Houses Total
Original margin:           
Government securities at face value$23,496
 $5,699
 $9,581
 $
 $18
 $38,794
Letters of credit
 
 
 1,663
 
 1,663
ICE NGX cash deposits
 
 
 233
 
 233
Total$23,496
 $5,699
 $9,581
 $1,896
 $18
 $40,690
Guaranty fund:           
Government securities at face value$323
 $176
 $169
 $
 $2
 $670

ICE NGX
ICE NGX is the central counterparty to participants on opposite sides of its physically-settled contracts, and the balance related to delivered but unpaid contracts is recorded as a delivery contract net receivable, with an offsetting delivery contract net payable in our balance sheets. Unsettled variation margin equal to the fair value of open contracts is recorded as of each balance sheet date. Fair value is determined based on the difference between the original trade price and the settlement price. There is no impact on income for either delivery contracts receivable/payable or unsettled variation margin, and an equivalent amount is recognized as both an asset and a liability. ICE NGX marks all outstanding contracts to market daily, but only collects variation margin when a clearing member's or participant’s open position falls outside a specified percentage of its pledged collateral.
ICE NGX requires participants to maintain cash or letters of credit to serve as collateral in the event of default. The cash is maintained in a segregated bank account, that is subject to a collateral agreement between the bank and ICE NGX, the trustee, and the cash remains the property of the participant, only accessed by ICE NGX if a default occurs. Since the cash is held in trust and remains the property of the participant, therefore, it is not included in our balance sheets. ICE NGX maintains the following accounts with a third-party Canadian chartered bank which are available in the event of physical settlement shortfalls:
shortfalls, subject to certain conditions:
Account Type 
As of December 31, 2018
(In C$ millions)
 
As of December 31, 2018
(In $USD millions)
Account Type: 
As of December 31, 2019
(In C$ millions)
 
As of December 31, 2019
(In $USD millions)
Daylight liquidity facility C$300 $220 C$300 $231
Overdraft facility 20
 15
 20
 15
Total C$320 $235 C$320 $246


Because it is not our policy to guaranty credit facilities of our clearing houses which maintain contingent liquidity facilities secured by highly liquid assets, in February 2018 we eliminated a $100 million guaranty that we had previously provided ICE NGX. As of December 31, 2018,2019, ICE NGX maintains a guaranty fund utilizing aof $100 million funded by a letter of credit that has been entered into withissued by a major Canadian chartered bank, and backed by a default insurance policy underwritten by Export Development Corporation,Canada, or EDC, a Crown corporation operated at arm’s length from the Canadian government agency.government. In the event of a participant default where athe participant’s collateral becomesis depleted, the remaining shortfall would be covered by a draw down on the letter of credit following which ICE NGX would payfile a claim under the first $15 million in losses per its deductible anddefault insurance to recover additional losses under the insurance policy up to $100 million.million beyond the $15 million first-loss amount that ICE NGX is responsible for under the default insurance policy.

Clearing House Exposure
The net notional value of unsettled contracts was $2.8 trillion as of December 31, 2018.2019. Each ICE Clearing House bears financial counterparty credit risk and provides a central counterparty guarantee, or performance guarantee, to its clearing members or participants. To reduce their exposure, the ICE Clearing Houses have a risk management program with both initial and ongoing membership standards. Excluding the effects of original and variation margin, guaranty fund and collateral requirements, the ICE Clearing Houses’ maximum estimated exposure for this guarantee is $101.0$108.8 billion as of December 31, 2018,2019, which represents the maximum estimated value by the ICE Clearing Houses of a hypothetical one-day movement in pricing of the underlying unsettled contracts. This value was determined using proprietary risk management software that simulates gains and losses based on historical market prices, volatility and other factors present at that point in time for those particular unsettled contracts. Future actual market price volatility could result in the exposure being significantly different than this amount.
We also performed calculations to determine the fair value of our counterparty performance guarantee taking into consideration factors such as daily settlement of contracts, margining and collateral requirements, other elements of our risk management program, historical evidence of default payments, and estimated probability of potential default payouts by the ICE Clearing

Houses. Based on these analyses, the estimated counterparty performance guarantyguarantee liability was determined to be nominal and no liability was recorded as of December 31, 2018 or 2017.2019 and 2018. The ICE Clearing Houses have never experienced an incident of a clearing member default which has required the use of the guaranty funds of non-defaulting clearing members or the assets of the ICE Clearing Houses.


15.Commitments and Contingencies
Leases
We have lease agreements for office space, equipment facilities and certain computer equipment for varying periods that expire at various dates through 2028. Our leases contain terms which may include renewal options, rent escalations, rent holidays and leasehold improvement incentives.2029. All of our leases are classified as operating leases. RentalFor details of our lease assets, lease liabilities and rent expense under these leases, included in rent and occupancy and technology and communication expenses, totaled $59 million, $58 million and $58 million in 2018, 2017, and 2016, respectively. As of December 31, 2018, future minimum lease payments under non-cancellable operating lease agreements are as follows (in millions):
2019$64
202061
202160
202258
202341
Thereafter133
Total$417
see Note 2.
Legal Proceedings
We are subject to legal proceedings, claims and investigations that arise in the ordinary course of our business. We establish accrualsrecord estimated expenses and reserves for those matters in circumstances when a loss contingency is considered probable and the related amount is reasonably estimable. Any such accruals may be adjusted as circumstances change. Assessments of losses are inherently subjective and involve unpredictable factors. We do not believe that the resolution of these legal matters, including the matters described below, will have a material adverse effect on our consolidated financial condition, results of operations, or liquidity. It is possible, however, that future results of operations for any particular quarterly or annual period could be materially and adversely affected by any developments relating to the legal proceedings, claims and investigations. A range of possible losses related to the cases below cannot be reasonably estimated at this time, except as otherwise disclosed below.
City of Providence Litigation
In 2014, New York Stock Exchange LLC and NYSE Arca, Inc., two of our subsidiaries, were among more than 40 financial institutions and exchanges named as defendants in four4 purported class action lawsuits filed in the U.S. District Court for the Southern District of New York, or the Southern District, by the City of Providence, Rhode Island, and other plaintiffs. In subsequent consolidated amended complaints, the plaintiffs asserted claims against the exchange defendants and Barclays PLC, which operates an ATS known as Barclays LX, on behalf of a class of “all public investors” who bought or sold stock from April 18, 2009 to the present on the U.S.-based equity exchanges operated by the exchange defendants or on Barclays LX. 
In 2015, the district court granted the defendants’ motions to dismiss and dismissed the second amended complaint with prejudice. The court held that the plaintiffs had failed to sufficiently state a claim against the defendants under Sections 10(b) and 6(b) of the Exchange Act, and additionally that some of the claims against the exchanges were barred by the doctrine of self-regulatory organization immunity. In 2015, the plaintiffs filed an appeal of the dismissal of the lawsuit to the U.S. Court of Appeals for the Second Circuit, or the Second Circuit.
On December 19,In 2017, the Second Circuit issued a decision vacating the dismissal and remanding the case to the district court for further proceedings. The Second Circuit held that the claims against the exchanges were not barred by the doctrine of self-regulatory organization immunity because (according to the Second Circuit) the exchanges were not carrying out regulatory functions while operating their markets and engaging in the challenged conduct at issue, and that the plaintiffs had adequately pleaded claims against the defendants under Section 10(b) of the Exchange Act. The Second Circuit directed that, on remand, the district court should address and

rule upon various other defenses raised by the exchanges in their motion to dismiss (which the district court did not address in its prior opinion and order). The parties are awaiting
In 2018, the defendant exchanges then filed a decision on anew motion to dismiss filed by the defendant exchanges in the district court seeking dismissal on grounds other than those considered by the Second Circuit in its December 2017remand decision. On May 28, 2019, the district court denied the motion. The exchanges filed a motion in the district court on June 17, 2019 asking the court to certify the matter for an immediate appeal to the U.S. Court of Appeals for the Second Circuit and on July 16, 2019, the court denied the exchanges' motion. On July 25, 2019, the exchanges filed answers to the second amended complaint, denying the principal allegations of the plaintiffs, denying liability in the matter, and asserting various affirmative defenses. The discovery period in the matter commenced and is scheduled to continue through 2020.
LIBOR Litigation

On January 15, 2019 and January 31, 2019, two2 virtually identical purported class action complaints were filed by, respectively, by Putnam Bank, a savings bank based in Putnam, Connecticut, and two2 municipal pension funds affiliated with the City of Livonia, Michigan in the U.S. District Court for the Southern District of New York against ICE and several of its subsidiaries, including ICE Benchmark Administration Limited (“IBA”) (the “ICE Defendants”), as well as 18 multinational banks and various of their respective subsidiaries and affiliates (the “Panel Bank Defendants”). On March 4, 2019, a virtually identical complaint was filed on behalf of four retirement and benefit funds affiliated with the Hawaii Sheet Metal Workers Union. IBA is the administrator for various regulated benchmarks, including the ICE LIBOR benchmark that is calculated daily based upon the submissions from a reference panel (which includes the Panel Bank Defendants). On July 1, 2019, the various plaintiffs referenced above filed a consolidated amended complaint against the ICE and Panel Bank Defendants.
The plaintiffs seek to litigate on behalf of a purported class of all U.S.-based persons or entities who transacted with a Panel Bank Defendant by receiving a payment on an interest rate indexed to a one-month or three-month USD LIBOR-benchmarked rate during the period from February 1, 2014 to the present. The plaintiffs allege that the ICE Defendants and Panel Bank Defendants engaged in a conspiracy to set the LIBOR benchmark at artificially low levels, with an alleged purpose and effect of depressing payments by the Panel Bank Defendants to members of the purported class. 
TheAs with the individual complaints, assert claimsthe consolidated amended complaint asserts a claim for violations of the Sherman and Clayton Antitrust Acts and for unjust enrichment under common law, and seekseeks unspecified treble damages and other relief. The ICE and Panel Bank Defendants filed motions to dismiss the consolidated amended complaint on August 30, 2019. The district court heard oral arguments on the motions on January 30, 2020, and the parties are awaiting the court's decision. ICE intends to vigorously defend these matters.  
SEC Investigation of 2015 NYSE Outage
In December 2015, our subsidiaries New York Stock Exchange, LLC and NYSE American received an inquiry from the Enforcement staff of the New York regional office, or the Staff, of the SEC regarding a July 8, 2015 outage on the NYSE markets, during which trading was suspended for approximately 3.5 hours in all symbols. The Staff’s investigation proceeded throughout 2016, and NYSE received a Wells Notice stating that the Staff had made a preliminary determination to recommend that the SEC file an enforcement action in connection with NYSE's response to the circumstances leading into the suspension of trading that day. NYSE disputed the appropriateness of the proposed charges and made a written submission to the Staff in response to the Wells Notice. On March 6, 2018, NYSE and affiliated exchanges reached a settlement with the SEC on this matter and various matters under investigation and agreed to pay a $14 million civil monetary penalty, together with certain non-monetary relief. For further details about the settlement and underlying matters that were under investigation, please refer to Order Instituting Administrative and Cease-and-Desist Proceedings Pursuant to Section 8A of the Securities Act of 1933, Sections 19(h)(1) and 21C of the Securities Exchange Act of 1934, Making Findings, and Imposing Remedial Sanctions and a Cease-and-Desist Order, Administrative Proceeding File No. 3-18388 (In the Matter of New York Stock Exchange LLC, NYSE American LLC, and NYSE Arca, Inc.) entered into on March 6, 2018. For this matter and other SEC investigative matters, during 2017, we recorded an aggregate of $14 million in expense accruals.matter.
Tax Audits
We are engaged in ongoing discussions and audits with taxing authorities on various tax matters, the resolutions of which are uncertain. Currently, there are matters that may lead to assessments involving us or one of our subsidiaries, some of which may not be resolved for several years. Based on currently available information, we believe we have adequately provided for any assessments that could result from those proceedings where it is more likely than not that we will be assessed. We continuously review our positions as these matters progress.


16.Pension and Other Benefit Programs
Defined Benefit Pension Plan
We have a pension plan covering employees in certain of our U.S. operations whose benefit accrual has been frozen. Retirement benefits are derived from a formula, which is based on length of service and compensation.
During 2018, weWe did not0t make any contributions to our pension plan.plan during 2019 or 2018. During 2017, in connection with our de-risking strategy, we contributed $136 million to our plan. At the same time, we changed the plan’s target allocation from 65% equity securities and 35% fixed income securities, to 5% equity securities and 95% fixed income securities. The fixed income allocation includes corporate bonds of companies from diversified industries and U.S. government bonds. As a result of this contribution and change in investment policy, we anticipate that there will be less need for contributions in future years, and the pension plan will not be required to pay the Pension Benefit Guaranty Corporation variable rate premiums. Income is expected to be lower than it was in prior periods because the expected return on plan assets is lower. During 2016, we contributed $10 million to our pension plan.
We do not expect to make contributions to the pension plan in 2019.2020. We will continue to monitor the plan’s funded status, and we will consider modifying the plan’s investment policy based on the actuarial and funding characteristics of the retirement plan, the demographic profile of plan participants, and our business objectives. Our long-term objective is to keep the plan at or near full funding, while minimizing the risk inherent in pension plans.
The fair values of our plan assets as of December 31, 2019, by asset category, are as follows (in millions):

  Fair Value Measurements
Asset Category 
Quoted Prices in
Active Markets for
Identical Assets
(Level 1)
 
Significant
Observable Inputs
(Level 2)
 
Significant
Unobservable
Inputs 
(Level 3)
 Total
Cash $7
 $
 $
 $7
Equity securities:        
  U.S. large-cap 
 25
 
 25
  U.S. small-cap 
 7
 
 7
  International 
 13
 
 13
Fixed income securities 137
 751
 6
 894
Total $144
 $796
 $6
 $946

The above table excludes trades pending settlement with a net obligation of $52 million as of December 31, 2019. These trades settled in January 2020.
The fair values of our plan assets as of December 31, 2018, by asset category, are as follows (in millions):
  Fair Value Measurements
Asset Category Quoted Prices in
Active Markets for
Identical Assets
(Level 1)
 
Significant
Observable Inputs
(Level 2)
 
Significant
Unobservable
Inputs 
(Level 3)
 Total
Cash $8
 $
 $
 $8
Equity securities:        
  U.S. large-cap 
 21
 
 21
  U.S. small-cap 
 5
 
 5
  International 
 11
 
 11
Fixed income securities 127
 640
 7
 774
Total $135
 $677
 $7
 $819

 Fair Value Measurements
Asset Category
Quoted Prices in
Active Markets for
Identical Assets
(Level 1)
 
Significant
Observable Inputs
(Level 2)
 
Significant
Unobservable
Inputs 
(Level 3)
 Total
Cash$8
 $
 $
 $8
Equity securities:       
  U.S. large-cap
 21
 
 21
  U.S. small-cap
 5
 
 5
  International
 11
 
 11
Fixed income securities127
 640
 7
 774
Total$135
 $677
 $7
 $819


The above table excludes trades pending settlement with a net obligation of $25 million as of December 31, 2018. These trades settled in January 2019.
The fair values of our plan assets as of December 31, 2017, by asset category, are as follows (in millions):
 Fair Value Measurements
Asset Category
Quoted Prices
in Active
Markets for
Identical Assets
(Level 1)
 
Significant
Observable
Inputs
(Level 2)
 
Significant
Unobservable
Inputs 
(Level 3)
 Total
Cash$164
 $
 $
 $164
Equity securities:
 
 
 
  U.S. large-cap
 30
 
 30
  U.S. small-cap
 8
 
 8
  International
 15
 
 15
Fixed income securities335
 314
 3
 652
Total$499
 $367
 $3
 $869
The measurement dates for the pension plan are December 31, 20182019 and 2017.2018. The following table provides a summary of the changes in the pension plan’s benefit obligations and the fair value of assets measured using the valuation techniques described in Note 17, as of December 31, 20182019 and 20172018 and a statement of funded status of the pension plan as of December 31, 20182019 and 20172018 (in millions):

As of December 31,As of December 31,
2018 20172019 2018
Change in benefit obligation:  
   
Benefit obligation at beginning of year$875
 $853
$791
 $875
Interest cost26
 27
28
 26
Actuarial (gain) loss(61) 44
90
 (61)
Benefits paid(49) (49)(48) (49)
Benefit obligation at year end$791
 $875
$861
 $791
Change in plan assets:  
   
Fair value of plan assets at beginning of year$869
 $681
$794
 $869
Actual return on plan assets(26) 101
148
 (26)
Contributions
 136

 
Benefits paid(49) (49)(48) (49)
Fair value of plan assets at end of year$794
 $869
$894
 $794
Funded status$3
 $(6)$33
 $3
Accumulated benefit obligation$791
 $875
$861
 $791
Amounts recognized in the accompanying consolidated balance sheets:  
   
Accrued employee benefits$3
 $(6)
Accrued pension plan asset$33
 $3


The following shows the components of the pension plan expense (benefit) for 2019, 2018 2017 and 20162017 (in millions):
 Year Ended December 31,
 2019 2018 2017
Interest cost$28
 $26
 $27
Estimated return on plan assets(31) (29) (44)
Amortization of loss3
 4
 2
Aggregate pension expense (benefit)$
 $1
 $(15)
 Year Ended December 31,
 2018 2017 2016
Interest cost$26
 $27
 $27
Estimated return on plan assets(29) (44) (44)
Amortization of loss4
 2
 1
Aggregate pension expense (benefit)$1
 $(15) $(16)

We use a market-related value of plan assets when determining the estimated return on plan assets. Gains/losses on plan assets are amortized over a four-year period and accumulate in other comprehensive income. We recognize deferred gains and losses in future net income based on a “corridor” approach, where the corridor is equal to 10% of the greater of the benefit obligation or the market-related value of plan assets at the beginning of the year.
The following shows the projected payments for the pension plan based on actuarial assumptions (in millions):
2020$49
202150
202249
202349
202449
Next 5 years243
2019$50
202049
202149
202249
202350
Next 5 years244

Supplemental Executive Retirement Plan
We have a U.S. nonqualified supplemental executive retirement plan, or SERP, which provides supplemental retirement benefits for certain employees. The future benefit accrual of the SERP plan is frozen. To provide for the future payments of these benefits, we have purchased insurance on the lives of certain of the participants through company-owned policies. As of December 31, 20182019 and 2017,2018, the cash surrender value of such policies was $57$58 million and $55$57 million, respectively, and is included in other non-current assets in the accompanying consolidated balance sheets. We also acquired a SERP through both the ICE NGX and CHX acquisitions. The following table provides a summary of the changes in the SERP benefit obligations (in millions):

As of December 31,As of December 31,
2018 20172019 2018
Change in benefit obligation:      
Benefit obligation at beginning of year$49
 $54
$41
 $49
Interest cost1
 1
1
 1
Actuarial (gain) loss(2) 2
4
 (2)
Benefits paid(7) (8)(5) (7)
Benefit obligation at year end$41
 $49
$41
 $41
Funded status$(41) $(49)$(41) $(41)
Amounts recognized in the accompanying consolidated balance sheets:

 

   
Other current liabilities$(5) $(7)$(5) $(5)
Accrued employee benefits(36) (42)(36) (36)

SERP plan expense in the accompanying consolidated statements of income was $1 million $1 millioneach year in 2019, 2018 and $1 million in 2018, 2017 and 2016, respectively, and primarily consisted of interest cost. The following table shows the projected payments for the SERP plan based on the actuarial assumptions (in millions):
Projected SERP Plan Payments 
2020$5
20215
20224
20234
20243
Next 5 years13
Projected SERP Plan Payments 
2019$5
20205
20215
20224
20234
Next 5 years14


Pension and SERP Plans Assumptions
The weighted-average assumptions used to develop the actuarial present value of the projected benefit obligation and net periodic pension/SERP costs in 2019, 2018 2017 and 20162017 are set forth below:
 Year Ended December 31,
 2019 2018 2017
Weighted-average discount rate for determining benefit obligations (pension/SERP plans)3.0% / 2.7% 4.0% / 3.8% 3.4% / 3.1%
Weighted-average discount rate for determining interest costs (pension/SERP plans)3.7% / 3.5% 3.0% / 2.7% 3.2% / 2.6%
Expected long-term rate of return on plan assets (pension/SERP plans)3.9% / N/A 3.5% / N/A 6.5% / N/A
Rate of compensation increaseN/A N/A N/A
 Year Ended December 31,
 2018 2017 2016
Weighted-average discount rate for determining benefit obligations (pension/SERP plans)4.0% / 3.8% 3.4% / 3.1% 3.9% / 3.4%
Weighted-average discount rate for determining interest costs (pension/SERP plans)3.0% / 2.7% 3.2% / 2.6% 3.3% / 2.5%
Expected long-term rate of return on plan assets (pension/SERP plans)3.5% / N/A 6.5% / N/A 6.5% / N/A
Rate of compensation increaseN/A N/A N/A

The assumed discount rate reflects the market rates for high-quality corporate bonds currently available. The discount rate was determined by considering the average of pension yield curves constructed on a large population of high quality corporate bonds. The resulting discount rates reflect the matching of plan liability cash flows to yield curves. To develop the expected long-term rate of return on assets assumption, we considered the historical returns and the future expectations for returns for each asset class as well as the target asset allocation of the pension portfolio.
The determination of the interest cost component utilizes a full yield curve approach by applying the specific spot rates along the yield curve used in the determination of the benefit obligation to each year’s discounted cash flow.
Post-retirement Benefit Plans
Our defined benefit plans provide certain health care and life insurance benefits for certain eligible retired NYSE U.S. employees. These post-retirement benefit plans, which may be modified in accordance with their terms, are fully frozen. The net periodic post-retirement benefit costs were $5$2 million, $5 million and $7$5 million in 2019, 2018 2017 and 2016,2017, respectively. The defined benefit plans are unfunded and we currently do not expect to fund the post-retirement benefit plans. The weighted-average discount rate for determining the benefit obligation as of December 31, 2019 and 2018 is 3.0% and 2017 is 4.0% and 3.4%, respectively. The weighted-average discount rate for determining the interest cost as of December 31, 2019 and 2018 is 3.7% and 2017 is 3.0% and 3.2%, respectively. The following table shows the actuarial determined benefit obligation, interest costs, employee contributions, actuarial (gain) loss, benefits paid during the periods and the accrued employee benefits (in millions):

As of December 31,As of December 31,
2018 20172019 2018
Benefit obligation at the end of year$154
 $179
$142
 $154
Interest cost5
 5
5
 5
Actuarial gain(19) (16)(8) (19)
Employee contributions3
 3
3
 3
Benefits paid(13) (14)(12) (13)
Amounts recognized in the accompanying consolidated balance sheets:      
Other current liabilities$(10) $(11)$(8) $(10)
Accrued employee benefits(144) (168)(134) (144)

The following table shows the payments projected for our post-retirement benefit plans (net of expected Medicare subsidy receipts of $13$11 million in aggregate over the next ten fiscal years) based on actuarial assumptions (in millions):
Projected Post-Retirement Benefit by Year: Projected Payment
2020 $8
2021 8
2022 8
2023 8
2024 8
Next 5 years 39
Projected Post-Retirement Benefit by Year Projected Payment
2019 $11
2020 11
2021 11
2022 11
2023 11
Next 5 years 54

For measurement purposes, we assumed a 7.2%6.7% annual rate of increase in the per capita cost of covered health care benefits in 20182019 which will decrease on a graduated basis to 4.5% in the year 2038 and thereafter. The following table shows the effect of a one percentage point increase and decrease in assumed health care cost trend rates (in millions):

Assumed Health Care Cost Trend Rate1% Increase 1% Decrease
Effect of post-retirement benefit obligation$16
 $(14)
Effect on total of service and interest cost components1
 (1)
Accumulated Other Comprehensive Loss
The accumulated other comprehensive loss, after tax, as of December 31, 2018,2019, consisted of the following amounts that have not yet been recognized in net periodic benefit cost (in millions):
 Pension Plans SERP Plans 
Post-retirement
Benefit Plans
 Total
Unrecognized net actuarial losses (gains), after tax$87
 $6
 $(26) $67
 Pension Plans SERP Plans 
Post-retirement
Benefit Plans
 Total
Unrecognized net actuarial losses (gains), after tax$108
 $4
 $(22) $90
The amount of prior actuarial loss (gain) included in accumulated other comprehensive income related to the pension, SERP and postretirement plans as of December 31, 2018, which are expected to be recognized in net periodic benefit cost in the coming year, is estimated to be (in millions):
 Pension Plans SERP Plans 
Post-retirement
Benefit Plans
 Total
Loss (gain) recognition$2
 $
 $(1) $1

Other Benefit Plans and Defined Contribution Plans
Our U.S. employees are eligible to participate in 401(k) and profit sharing plans and our non-U.S. employees are eligible to participate in defined contribution pension plans. Total contributions under the 401(k), profit sharing and defined contribution pension plans were $42 million, $39 million and $38 million in 2019, 2018 and $31 million in 2018, 2017, and 2016, respectively. No discretionary or profit sharing contributions were made during 2019, 2018 2017 or 2016.2017.


17.Fair Value Measurements
Financial assets and liabilities recorded or disclosed at fair value in the accompanying consolidated balance sheets as of December 31, 20182019 and 20172018 are classified in their entirety based on the lowest level of input that is significant to the asset or liability’s fair value measurement.
Our mutual funds are equity and fixed income mutual funds held for the purpose of providing future payments for the supplemental executive savings plan and SERP andSERP. These mutual funds are classified as equity investments and measured at fair value using Level 1 inputs with adjustments recorded in net income (Note 16).
MERS holdsis part of our ICE Mortgage Services business and held fixed income investments in 2019 as part of a reserve fund in order to satisfy the original terms of the governing documents of our June 2016 acquisition of a majority equity position in MERS (Note 4). TheseThe majority of these investments are held in U.S. Treasuries and measured at fair value using Level 21 inputs with adjustments recorded to other current liabilities. The remaining amount of the reserve fund is held in net income.other fixed income investments and measured using Level 2 inputs.
Excluding our equity investments without a readily determinable fair value, all other financial instruments are determined to approximate carrying value due to the short period of time to their maturities.

We did not use Level 3 inputs to determine the fair value of assets or liabilities measured at fair value on a recurring basis as of December 31, 20182019 or 2017.2018.
We measure certain assets, such as intangible assets, at fair value on a non-recurring basis. These assets are recognized at fair value if they are deemed to be impaired. As of December 31, 20182019 and 2017,2018, except for the fair value adjustmentadjustments related to our $4 million impairment ofICE Futures Canada, ICE Clear Canada and ICE Futures Singapore exchange registration intangible assets associated with the closure of ICE Futures Canada and ICE Clear Canada (Note 8), none of our intangible assets were required to be recorded at fair value since no other impairments were recorded.
We measure certain equity investments at fair value on a non-recurring basis using our policy election under ASU No. 2016-01 (Note 2). During 2018,2019, we evaluated transactions involving these investments and concluded that no fair value adjustments were required under this election.
See Note 14 for the fair value considerations related to our margin deposits, guaranty funds and delivery contracts receivable.
As of December 31, 2018, (i)The table below displays the fair value of our $1.23 billion 2048 Senior Notes was $1.24 billion, (ii) the fair valuedebt as of our $591 million 2028 Senior Notes was $599 million, (iii) the fair value of our $496 million 2027 Senior Notes was $477 million, (iv) the fair value of our $1.24 billion 2025 Senior Notes was $1.26 billion, (v) the fair value of our $793 million October 2023 Senior Notes was $821 million, (vi) the fair value of our $397 million September 2023 Senior Notes was $402 million, (vii) the fair value of our $496 million 2022 Senior Notes was $484 million,December 31, 2019 and (viii) the fair value of our $1.25 billion 2020 Senior Notes was $1.24 billion.December 31, 2018. The fair values of theseour fixed rate notes were estimated using quoted market prices for these

instruments. The fair value of our commercial paper includes a discount and other short-term debt approximates the carryingpar value since the interest rates of interest on this short-term debt approximate market rates as of December 31, 2019 and December 31, 2018.
Excluding our equity investments without a readily determinable fair value, all other financial instruments are determined to approximate carrying value due to the short period of time to their maturities.
 As of December 31, 2019 As of December 31, 2018
 (in millions) (in millions)
Debt:Carrying Amount Fair value Carrying Amount Fair value
Commercial Paper$1,311
 $1,314
 $951
 $953
Other short-term debt10
 10
 
 
2020 Senior Notes1,248
 1,259
 1,246
 1,244
2022 Senior Notes497
 505
 496
 484
2023 Senior Notes398
 420
 397
 402
October 2023 Senior Notes794
 855
 793
 821
2025 Senior Notes1,244
 1,355
 1,243
 1,258
2027 Senior Notes496
 526
 496
 477
2028 Senior Notes592
 657
 591
 599
2048 Senior Notes1,229
 1,490
 1,228
 1,236
Total debt$7,819
 $8,391
 $7,441
 $7,474


18.Segment Reporting
We operate twoOur reportable business segments: our Trading and Clearing segment and our Data and Listings segment. This presentation is reflective of how our chief operating decision maker reviews and operates our business. Our Trading and Clearing segment comprises our transaction-based execution and clearing businesses. Our Data and Listings segment comprises our data services and our securities listings businesses, which are both largely subscription-based. Our chief operating decision maker does not review total assets or statements of income below operating income by segments; therefore, such information is not presented below. Our two2 segments do not engage in intersegment transactions.

Certain prior year segment expenses have been reclassified to conform to our current year’s segment financial statement presentation, as follows:
In 2018, we began tracking fixed income and credit revenues separately as a result of acquisitions.
Exchange data revenues increased by $76 million and $66 million in 2017 and 2016, respectively, and desktops and connectivity revenues decreased by the same amount as a result of reclassifying feeds revenues to be included with exchange data revenues.
Operating expenses for the Data and Listings segment increased by $55 million in 2016 while decreasing the operating expenses for the Trading and Clearing segment by the same amount. 


Financial data for our business segments is as follows in 2019, 2018 2017 and 20162017 (in millions):
 
Year Ended
 December 31, 2018
 
Year Ended
December 31, 2017
 
Year Ended
December 31, 2016
 Trading and Clearing Segment Data and Listings Segment Consolidated Trading and Clearing Segment Data and Listings Segment Consolidated Trading and Clearing Segment Data and Listings Segment Consolidated
Revenues:                 
Energy futures and options contracts$965
 $
 $965
 $909
 $
 $909
 $865
 $
 $865
Agricultural and metals futures and options contracts251
 
 251
 216
 
 216
 228
 
 228
Financial futures and options contracts354
 
 354
 326
 
 326
 318
 
 318
Cash equities and equity options1,624
 
 1,624
 1,491
 
 1,491
 1,780
 
 1,780
Fixed income and credit240
 
 240
 139
 
 139
 143
 
 143
OTC and other transactions49
 
 49
 50
 
 50
 50
 
 50
Pricing and analytics
 1,043
 1,043
 
 970
 970
 
 858
 858
Exchange data and feeds
 670
 670
 
 632
 632
 
 602
 602
Desktops and connectivity
 402
 402
 
 482
 482
 
 518
 518
Listings
 444
 444
 
 426
 426
 
 432
 432
Other revenues234
 
 234
 202
 
 202
 177
 
 177
Revenues3,717
 2,559
 6,276
 3,333
 2,510
 5,843
 3,561
 2,410
 5,971
Transaction-based expenses1,297
 
 1,297
 1,205
 
 1,205
 1,459
 
 1,459
Revenues, less transaction-based expenses2,420
 2,559
 4,979
 2,128
 2,510
 4,638
 2,102
 2,410
 4,512
Operating expenses911
 1,485
 2,396
 781
 1,478
 2,259
 826
 1,514
 2,340
Operating income$1,509
 $1,074
 $2,583
 $1,347
 $1,032
 $2,379
 $1,276
 $896
 $2,172
 
Year Ended
 December 31, 2019
 Year Ended
December 31, 2018
 Year Ended
December 31, 2017
 Trading and Clearing Segment Data and Listings Segment Consolidated Trading and Clearing Segment Data and Listings Segment Consolidated Trading and Clearing Segment Data and Listings Segment Consolidated
Revenues:                 
Energy futures and options contracts$992
 $
 $992
 $965
 $
 $965
 $909
 $
 $909
Agricultural and metals futures and options contracts251
 
 251
 251
 
 251
 216
 
 216
Financial futures and options contracts332
 
 332
 354
 
 354
 326
 
 326
Cash equities and equity options1,643
 
 1,643
 1,624
 
 1,624
 1,491
 
 1,491


 
Year Ended
 December 31, 2019
 Year Ended
December 31, 2018
 Year Ended
December 31, 2017
 Trading and Clearing Segment Data and Listings Segment Consolidated Trading and Clearing Segment Data and Listings Segment Consolidated Trading and Clearing Segment Data and Listings Segment Consolidated
Fixed income and credit364
 
 364
 240
 
 240
 139
 
 139
OTC and other transactions45
 
 45
 49
 
 49
 50
 
 50
Pricing and analytics
 1,083
 1,083
 
 1,043
 1,043
 
 970
 970
Exchange data and feeds
 704
 704
 
 670
 670
 
 632
 632
Desktops and connectivity
 424
 424
 
 402
 402
 
 482
 482
Listings
 449
 449
 
 444
 444
 
 426
 426
Other revenues260
 
 260
 234
 
 234
 202
 
 202
Revenues3,887
 2,660
 6,547
 3,717
 2,559
 6,276
 3,333
 2,510
 5,843
Transaction-based expenses1,345
 
 1,345
 1,297
 
 1,297
 1,205
 
 1,205
Revenues, less transaction-based expenses2,542
 2,660
 5,202
 2,420
 2,559
 4,979
 2,128
 2,510
 4,638
Operating expenses1,033
 1,496
 2,529
 911
 1,485
 2,396
 781
 1,478
 2,259
Operating income$1,509
 $1,164
 $2,673
 $1,509
 $1,074
 $2,583
 $1,347
 $1,032
 $2,379

Revenue from one1 clearing member of the Trading and Clearing segment comprised $368 million, or 14% of our Trading and Clearing revenues, less transaction-based expenses in 2019. Revenue from 1 clearing member of the Trading and Clearing segment comprised $406 million, or 17% of our Trading and Clearing revenues less transaction-based expenses in 2018. Revenue from two2 clearing members of the Trading and Clearing segment comprised $477 million, or 22% of our Trading and Clearing revenues in 2017. Revenue from one clearing member of the Trading and Clearing segment comprised $221 million, or 11% of our Trading and Clearing revenues in 2016. Clearing members are primarily intermediaries and represent a broad range of principal trading firms. If a clearing member ceased its operations, we believe that the trading firms would continue to conduct transactions and would clear those transactions through another clearing member firm. No additional customers or clearing members accounted for more than 10% of our segment revenues or consolidated revenues in 2019, 2018 2017 and 2016.2017.


Geographical Information


The following represents our revenues, less transaction-based expenses, net assets and net property and equipment based on the geographic location (in millions):
 United States Foreign Countries Total
Revenues, less transaction-based expenses:     
Year ended December 31, 2019$3,290
 $1,912
 $5,202
Year ended December 31, 2018$3,087
 $1,892
 $4,979
Year ended December 31, 2017$2,807
 $1,831
 $4,638
Net assets:    
As of December 31, 2019$9,038
 $8,248
 $17,286
As of December 31, 2018$9,226
 $8,005
 $17,231
Property and equipment, net:    
As of December 31, 2019$1,353
 $183
 $1,536
As of December 31, 2018$1,125
 $116
 $1,241
 United States Foreign Countries Total
Revenues, less transaction-based expenses:     
Year ended December 31, 2018$3,087
 $1,892
 $4,979
Year ended December 31, 2017$2,807
 $1,831
 $4,638
Year ended December 31, 2016$2,757
 $1,755
 $4,512
Net assets:     
As of December 31, 2018$9,226
 $8,005
 $17,231
As of December 31, 2017$9,152
 $7,833
 $16,985
Property and equipment, net:     
As of December 31, 2018$1,125
 $116
 $1,241
As of December 31, 2017$1,134
 $112
 $1,246

The foreign countries category above primarily relates to the U.K. and to a lesser extent, EU, Israel, Canada and Singapore.


19.Earnings Per Common Share
The following is a reconciliation of the numerators and denominators of the basic and diluted earnings per common share computations in 2019, 2018 2017 and 20162017 (in millions, except per share amounts):
 Year Ended December 31,
2019 2018 2017
Basic:     

 Year Ended December 31,
2018 2017 2016
Basic:     
Net income attributable to Intercontinental Exchange, Inc.$1,988
 $2,526
 $1,430
Weighted average common shares outstanding575
 589
 595
Basic earnings per common share$3.46
 $4.29
 $2.40
Diluted:     
Weighted average common shares outstanding575
 589
 595
Effect of dilutive securities - stock options and restricted stock4
 5
 4
Diluted weighted average common shares outstanding579
 594
 599
Diluted earnings per common share$3.43
 $4.25
 $2.39

 Year Ended December 31,
2019 2018 2017
Net income attributable to Intercontinental Exchange, Inc.$1,933
 $1,988
 $2,526
Weighted average common shares outstanding561
 575
 589
Basic earnings per common share$3.44
 $3.46
 $4.29
Diluted:     
Weighted average common shares outstanding561
 575
 589
Effect of dilutive securities - stock options and restricted stock4
 4
 5
Diluted weighted average common shares outstanding565
 579
 594
Diluted earnings per common share$3.42
 $3.43
 $4.25

Basic earnings per common share is calculated using the weighted average common shares outstanding during the periods. The weighted average common shares outstanding decreased in 2019 from 2018, and in 2018 from 2017, primarily due to stock repurchases (Note 12).
Common equivalent shares from stock options and restricted stock awards, using the treasury stock method, are included in the diluted per share calculations unless the effect of their inclusion would be antidilutive. During 2019, 2018 and 2017 454,000, 471,000 and 2016 471,000, 694,000 and 725,000 outstanding stock options, respectively, were not included in the computation of diluted earnings per common share because to do so would have had an antidilutive effect. As of both December 31, 20182019 and 2017,2018, there were 89,000 restricted stock units that were vested but have not been issued that are included in the computation of diluted earnings per share. Certain figures in the table above may not recalculate due to rounding.



20.Quarterly Financial Data (Unaudited)
The following table has been prepared from our financial records and reflects all adjustments that are necessary for a fair presentation of the results of operations for the interim periods presented (in millions, except per share amounts):
 
1st Qtr
 
2nd Qtr
 
3rd Qtr
 
4th Qtr
Year Ended December 31, 2019       
Revenues, less transaction-based expenses$1,270
 $1,298
 $1,336
 $1,298
Operating income665
 680
 706
 622
Net income attributable to Intercontinental Exchange, Inc.484
 472
 529
 448
Earnings per common share: (a)
       
Basic$0.85
 $0.84
 $0.95
 $0.81
Diluted$0.85
 $0.84
 $0.94
 $0.80
        
Year Ended December 31, 2018       
Revenues, less transaction-based expenses$1,225
 $1,246
 $1,200
 $1,308
Operating income650
 655
 602
 676
Net income attributable to Intercontinental Exchange, Inc.(b)
464
 455
 458
 611
Earnings per common share: (a)
       
Basic$0.80
 $0.79
 $0.80
 $1.07
Diluted$0.79
 $0.78
 $0.79
 $1.07
 
1st Qtr
 
2nd Qtr
 
3rd Qtr
 
4th Qtr
Year Ended December 31, 2018       
Revenues, less transaction-based expenses$1,225
 $1,246
 $1,200
 $1,308
Operating income650
 655
 602
 676
Net income attributable to Intercontinental Exchange, Inc. (a)
464
 455
 458
 611
Earnings per common share: (c)
       
Basic$0.80
 $0.79
 $0.80
 $1.07
Diluted$0.79
 $0.78
 $0.79
 $1.07
        
Year Ended December 31, 2017       
Revenues, less transaction-based expenses$1,166
 $1,180
 $1,146
 $1,146
Operating income582
 609
 596
 592
Net income attributable to Intercontinental Exchange, Inc.(b)
503
 419
 371
 1,233
Earnings per common share: (c)
       
Basic$0.85
 $0.71
 $0.63
 $2.11
Diluted$0.84
 $0.71
 $0.63
 $2.09


(a)The annual earnings per common share may not equal the sum of the individual quarter’s earnings per common share due to rounding.
(a)(b) We recognized a $110 million gain on our acquisition of MERS in other income for the three months ended December 31, 2018 (Note 3).
(b)We recognized a $176 million realized investment gain on our sale of Cetip in other income for the three months ended March 31, 2017 (Note 4), we recognized a $764 million gain relating to the deferred tax benefit associated with future U.S. income tax rate reductions for the three months ended December 31, 2017 (Note 13), and we recognized a $110 million gain on our sale of Trayport in other income for the three months ended December 31, 2017 (Note 3).
(c)The annual earnings per common share may not equal the sum of the individual quarter’s earnings per common share due to rounding.

21.Subsequent Events
On February 5, 2020, we agreed to acquire Bridge2 Solutions, a leading provider of loyalty solutions for merchants and consumers, contingent on completion of Hart-Scott-Rodino review. Following the completion of the transaction, Bakkt intends to acquire Bridge2 Solutions from us. Bridge2 Solutions enables some of the world’s leading brands to engage customers and drive loyalty. It powers incentive and employee perk programs for companies across a wide spectrum of industries.

We have evaluated subsequent events and determined that no other events or transactions met the definition of a subsequent event for purposes of recognition or disclosure.


ITEM 9.     CHANGES IN AND DISAGREEMENTS WITH ACCOUNTANTS ON ACCOUNTING AND FINANCIAL DISCLOSURE
None.


ITEM 9 (A).   CONTROLS AND PROCEDURES
(a)  Evaluation of Disclosure Controls and Procedures.    As of the end of the period covered by this report, an evaluation was carried out by our management, with the participation of our Chief Executive Officer and Chief Financial Officer, of the effectiveness of our disclosure controls and procedures (as defined in Rule 13a-15(e) under the Securities Exchange Act of 1934). Based upon that evaluation, our Chief Executive Officer and Chief Financial Officer concluded that these disclosure controls and procedures were effective as of the end of the period covered by this report.
(b)  Management’s Annual Report on Internal Control over Financial Reporting and the Attestation Report of the Independent Registered Public Accounting Firm.    Management’s report on its assessment of the effectiveness of our internal control over financial reporting as of December 31, 20182019 and the attestation report of Ernst & Young LLP on our internal control over financial reporting are set forth in Part II, Item 8 of this Annual Report.
(c)  Changes in Internal Controls over Financial Reporting.    Except as described below, there    There were no changes in our internal controls over financial reporting that occurred during our most recent fiscal quarter that have materially affected, or are reasonably likely to materially affect, our internal controls over financial reporting. As a result, no corrective actions were taken.


ITEM 9 (B).    OTHER INFORMATION
Not applicable.


PART III
ITEM 10.  DIRECTORS, EXECUTIVE OFFICERS AND CORPORATE GOVERNANCE
Information relating to our Board of Directors set forth under the caption “Item 1 — Election of Directors — Nominees for Election as Directors at the 20192020 Annual Meeting” in our Proxy Statement for our 20192020 Annual Meeting of Stockholders (“20192020 Proxy Statement”) is incorporated herein by reference. Information relating to our executive officers is, pursuant to Instruction 3 of Item 401(b) of Regulation S-K and General Instruction G(3) of Form 10-K, set forth below under the caption “Executive“Information about our Executive Officers.” Information regarding compliance by our directors and executive officers and owners of more than ten percent of our Common Stock with the reporting requirements of Section 16(a) of the Exchange Act (Item 405 of Regulation S-K), set forth under the caption “Section“Delinquent 16(a) of the Securities Exchange Act Beneficial Ownership Reporting Compliance”Reports” in the 20192020 Proxy Statement is incorporated herein by reference. Information relating to our financial expert serving on our Audit Committee (Item 407(d)(5) of Regulation S-K), our Nominating and Corporate Governance Committee (Item 407(c)(3) of Regulation S-K), and our Audit Committee (Item 407(d)(4) of Regulation S-K) is set forth under the caption “Meetings and Committees of the Board of Directors” in our 20192020 Proxy Statement and is incorporated herein by reference.
Executive Officers
Set forth below, in accordance with General Instruction G(3) of Form 10-K, and Instruction 3 to Item 401(b) of Regulation S-K, is information regarding our executive officers:
NameAgeTitle
Jeffrey C. Sprecher6364Chairman of the Board and Chief Executive Officer
Charles A. Vice5556Vice Chairman
Scott A. Hill5152Chief Financial Officer
Benjamin R. Jackson4647President
David S. Goone5859Chief Strategy Officer
Lynn C. Martin4243President, and Chief Operating Officer, ICE Data Services
Andrew J. Surdykowski


4849General Counsel

NameAgeTitle
Mark P. Wassersug4950Chief Operating Officer

Jeffrey C. Sprecher.    Mr. Sprecher has been a director and our Chief Executive Officer since our inception and has served as Chairman of our Board of Directors since November 2002. As our Chief Executive Officer, he is responsible for our strategic direction, operational and financial performance. Mr. Sprecher acquired Continental Power Exchange, or CPEX, our predecessor company, in 1997. Prior to acquiring CPEX, Mr. Sprecher held a number of positions, including President, over a fourteen-year period with Western Power Group, Inc., a developer, owner and operator of large central-station power plants. While with Western Power, he was responsible for a number of significant financings. Mr. Sprecher holds a B.S. degree in Chemical Engineering from the University of Wisconsin and an MBA from Pepperdine University.
Charles A. Vice.    Mr. Vice has served as Vice Chairman since November 2017. On January 21, 2020, we announced that Mr. Vice will retire on March 31, 2020. Previously, he served as Chief Operating Officer from July 2001 to November 2017 and President from October 2005 to November 2017. As Vice Chairman, Mr. Vice oversees global technology, information security and operations.For over 25 years, he has been a leader in the application of information technology in the energy and financial services industries. Prior to the founding of ICE in 2000, Mr. Vice was a Director at CPEX, an electronic market for trading electric power. Before joining the CPEX startup in 1994, he was a Principal at Energy Management Associates, where he provided consulting services to the electric power and natural gas industries. Mr. Vice earned a BS degree in Mechanical Engineering from the University of Alabama and an MBA from the Owen Graduate School of Management at Vanderbilt University. He serves on the Board of Visitors at the Owen School and the Leadership Board of the University of Alabama College of Engineering where he is a Distinguished Engineering Fellow.
Scott A. Hill.    Mr. Hill has served as Chief Financial Officer since May 2007. As our Chief Financial Officer, he is responsible for overseeing all aspects of our finance and accounting functions, treasury, tax, audit and controls, business development, human resources and investor relations. In addition, Mr. Hill oversees our global clearing operations. Prior to joining us, Mr. Hill spent 16 years as an international finance executive for IBM. He oversaw IBM’s worldwide financial forecasts and measurements from 2006 through 2007, working alongside the Chief Financial Officer of IBM and with all of the company’s global business units. Prior to that, Mr. Hill was Vice President and Controller of IBM Japan’s multi-billion dollar business operation from 2003 through 2005. He currently serves on the Board of Directors of VVC Exploration Corporation and serves on the Audit Committee. Mr. Hill earned his BBA in Finance from the University of Texas at Austin and his MBA from New York University.
Benjamin R. Jackson.   Mr. Jackson has served as President since November 2017. Mr. Jackson oversees ICE's global technology, information security, operations and is responsible for coordinating our global futures and OTC trading businesses. Additionally, he leads the integration planning and execution of our acquisitions and joint ventures as well as overseeing ourcoordinating sales, marketing and public relations efforts.relation endeavors. He also serves on the CFTC Energy and Environmental Markets Advisory Committee. Mr. Jackson previously served as Chief Commercial Officer, and prior to that President and Chief Operating Officer of ICE Futures U.S. Mr. Jackson joined us in July 2011 from SunGard, a leading software and technology provider to commodity market participants. At SunGard, he led the company’s energy and commodities business segment as Senior Executive Vice President. Prior to that, Mr. Jackson served as President of SunGard’s Kiodex commodity risk management platform. Mr. Jackson earned a Bachelor of Science degree in economics from John Carroll University with supporting studies at the London School of Economics and Political Science.
David S. Goone.    Mr. Goone has served as Chief Strategy Officer since March 2001. He is responsible for all aspects of our product line, including futures products and capabilities for ICE’s electronic platform. Mr. Goone is a Director of ICE Mortgage Services, the governing Board of MERSCORP Holdings, Inc. Mr. Goone also represents us on industry boards including the Options Clearing Corporation, National Futures Association and the Depository Trust & Clearing Corporation. Prior to joining us, Mr. Goone served as the Managing Director and Head of Product Development and Sales at the Chicago Mercantile Exchange where he worked for nine years. From 1989 through 1992, Mr. Goone was Vice President at Indosuez Carr Futures, where he developed institutional and corporate business. Prior to joining Indosuez, Mr. Goone worked at Chase Manhattan Bank, where he developed and managed their exchange-traded foreign currency options operation at the Chicago Mercantile Exchange. Mr. Goone holds a B.S. degree in Accountancy from the University of Illinois at Urbana-Champaign.
Lynn C. Martin.Ms. Martin has served as President of ICE Data Services since July 2015 and as President and Chief Operating Officer of ICE Data Services sincefrom July 2015.2015 to September 2019. She is responsible for managing our global data businesses, including exchange data, pricing and analytics, reference data, indices, desktop, feeds and connectivity services that cover all major asset classes. She has served on the SEC’s Fixed Income Market Structure Advisory Committee since its formation in 2017. Prior to her current role, Ms. Martin served as Chief Operating Officer of ICE Clear US, Inc. Ms. Martin joined NYSE Euronext in 2001 and served in a number of leadership roles, including as CEOChief Operating Officer of ICE Clear U.S., Chief Executive Officer of NYSE Liffe U.S. and Chief Executive Officer of New York Portfolio Clearing. Prior to joining NYSE Euronext, Ms. Martin worked at IBM in their Global Services organization where she served a variety of functions, predominately as a project manager within the financial services practice. Ms. Martin holds a B.S. in Computer Science from Manhattan College and a M.A. in Statistics from Columbia University. Ms. Martin serves on the Manhattan College Board of Trustees as well as the Advisory Board of the School of Science.

Andrew J. Surdykowski.Mr. Surdykowski has served as General Counsel since October 2018. He is responsible for overseeing our legal affairs globally, including public company compliance, corporate governance matters and serving as our key legal advisor. Previously Mr. Surdykowski was SVP, Associate General Counsel and Assistant Corporate Secretary. Prior to joining us in 2005, Mr. Surdykowski was a corporate attorney at McKenna, Long & Aldridge LLP, a national law firm now known as Dentons. At McKenna, Long & Aldridge, he practiced in the corporate law group and represented a broad array of clients in matters dealing with securities, mergers and acquisitions, corporate governance, finance and private equity. Mr. Surdykowski holds a J.D. degree from the Georgia State University College of Law, and a B.S. in Management from the Georgia Institute of Technology.
Mark P. Wassersug.    Mr. Wassersug has served as Chief Operating Officer since November 2017. Mr. Wassersug leadsis responsible for the day-to-day operations including ITand support of global infrastructure, data centers, networks and corporate IT systems that support ICE and its subsidiaries including the New York Stock Exchange, ICE's global derivatives trading and clearing businesses, and multiple data centersanalytics, reporting and engineering.delivery platforms. Mr. Wassersug is also responsible for the customer service teams and oversees all disaster recovers and business continuity planning and operations. Previously, Mr. Wassersug was ourserved as SVP of Operations. Prior to joining us in 2001, Mr. Wassersug worked as a strategic planning and technology consultant in Internet infrastructure and ecommerce for Exodus Communication. Mr. Wassersug earned a Bachelor of Science degree in Civil Engineering from Lehigh University and completed an MBA at the Goizueta Business School at Emory University.
Code of Ethics
We have adopted a Global Code of Business Conduct that applies to all of our employees, officers and directors. Our Global Code of Business Conduct meets the requirements of a “code of ethics” as defined by Item 406 of Regulation S-K, and applies to our Chief Executive Officer and Chief Financial Officer (who is the principal financial officer), as well as all other employees, as indicated above. Our Global Code of Business Conduct also meets the requirements of a code of ethics and business conduct under the New York Stock Exchange listing standards. Our Global Code of Business Conduct is available on our website at www.theice.com under the heading “About,” “Investors & Media” then “Governance.” We intend to disclose promptly on our website any substantive amendments to our Global Code of Business Conduct. We will also provide a copy of the Global Code of Business Conduct to stockholders at no charge upon written request.


ITEM 11.    EXECUTIVE COMPENSATION
Information relating to executive compensation set forth under the captions “Item 1 — Election of Directors — Non-Employee Directors Compensation,” “Compensation Discussion & Analysis,” “Compensation Committee Report,” and “Compensation Committee Interlocks and Insider Participation” in our 20192020 Proxy Statement is incorporated herein by reference.


ITEM 12.    SECURITY OWNERSHIP OF CERTAIN BENEFICIAL OWNERS AND MANAGEMENT AND RELATED STOCKHOLDER MATTERS
Information regarding ownership of our common stock by certain persons as set forth under the caption “Security Ownership of Certain Beneficial Owners and Management” in our 20192020 Proxy Statement is incorporated herein by reference. In addition, information in tabular form relating to securities authorized for issuance under our equity compensation plans is set forth under the caption “Equity Compensation Plan Information” in this Annual Report and “Share-Based Compensation” and “Pension and Other Benefit Programs” as described in Notes 11 and 16 to our consolidated financial statements in this Annual Report.
ITEM 13.   CERTAIN RELATIONSHIPS AND RELATED TRANSACTIONS, AND DIRECTOR INDEPENDENCE
Information regarding certain relationships and transactions between our company and certain of our affiliates as set forth under the caption “Certain Relationships and Related Transactions” in our 20192020 Proxy Statement is incorporated herein by reference. In addition, information regarding our directors’ independence (Item 407(a) of Regulation S-K) as set forth under the caption “Item 1 — Election of Directors — Nominees for Election as Directors at the 20192020 Annual Meeting” in our 20192020 Proxy Statement is incorporated herein by reference.

ITEM 14.     PRINCIPAL ACCOUNTANT FEES AND SERVICES
Information regarding principal accountant fees and services of our independent registered public accounting firm, Ernst & Young LLP, is set forth under the caption “Information About the Company’s Independent Registered Public Accounting Firm Fees and Services” in our 20192020 Proxy Statement and is incorporated herein by reference.

PART IV
ITEM 15.    EXHIBITS,    FINANCIAL STATEMENT SCHEDULES
(a)    Documents Filed as Part of this Report.
(1)    Financial Statements
Our consolidated financial statements and the related reports of management and our independent registered public accounting firm which are required to be filed as part of this Report are included in this Annual Report on Form 10-K. These consolidated financial statements are as follows:
Consolidated Balance Sheets as of December 31, 20182019 and 2017.2018.
Consolidated Statements of Income for the years ended December 31, 2019, 2018 2017 and 2016.2017.
Consolidated Statements of Comprehensive Income for the years ended December 31, 2019, 2018 2017 and 2016.2017.
Consolidated Statements of Changes in Equity Accumulated Other Comprehensive Income (Loss) and Redeemable Non-Controlling Interest for the years ended December 31, 2019, 2018 2017 and 2016.2017.
Consolidated Statements of Cash Flows for the years ended December 31, 2019, 2018 2017 and 2016.2017.
Notes to Consolidated Financial Statements.
(2)    Financial Statement Schedules
Schedules have been omitted because they are not applicable or the required information is included in the consolidated financial statements or notes, thereto.
(3)    Exhibits
See (b) below.
(b)    Exhibits
The exhibits listed below under “Index to Exhibits” are filed with or incorporated by reference in this Report. Where such filing is made by incorporation by reference to a previously filed registration statement or report, such registration statement or report is identified in parentheses. We will furnish any exhibit upon request to Investor Relations, 5660 New Northside Drive, Atlanta, Georgia 30328.
ITEM 16.    FORM 10-K SUMMARY


Not applicable.


INDEX TO EXHIBITS
The following exhibits are filed with this Report. We will furnish any exhibit upon request to Intercontinental Exchange, Inc., Investor Relations, 5660 New Northside Drive, Third Floor, Atlanta, Georgia 30328.


4.2
4.3
4.4
4.5
4.6
4.7
4.8
4.9
4.10
4.11
4.12
4.13


4.14
4.15
4.16
10.1
10.2


10.5
10.6
10.710.6
10.7
10.8
10.9
10.1010.9
10.1110.10
10.1210.11
10.1310.12
10.1410.13 
10.1510.14
10.1610.15


10.1710.16
10.18
10.1910.17
10.2010.18
10.2110.19
10.2210.20

10.2310.21
10.2410.22
10.23
10.24
10.25
10.26
10.27
10.2610.28
10.2710.29
10.2810.30
10.2910.31

10.30
10.32
10.3110.33

10.32
10.33
10.34
10.35
10.36
21.1
23.1
24.1
31.1
31.2
32.1
32.2
101The following materials from Intercontinental Exchange, Inc.’s Annual Report on Form 10-K for the year ended December 31, 20182019 formatted in Inline XBRL (Extensible Business Reporting Language): (i) the Consolidated Balance Sheets, (ii) the Consolidated Statements of Income, (iii) the Consolidated Statements of Changes in Equity Accumulated Other Comprehensive Income (Loss) and Redeemable Non-Controlling Interest, (iv) the Consolidated Statements of Comprehensive Income, (v) Consolidated Statements of Cash Flows and (vi) Notes to Consolidated Financial Statements, tagged as blocks of text.*

*104As provided in Rule 406T of Regulation S-T, this information is “furnished” and not “filed” for purposes of Sections 11 and 12 of the Securities Act of 1933 and Section 18 of the Securities Exchange Act of 1934. Such exhibit will not be deemed to be incorporated by reference into any filing under the Securities Act of 1933 or the Securities Exchange Act of 1934 unlessThe cover page from Intercontinental Exchange, Inc. specifically incorporates it by reference.'s Annual Report on Form 10-K for the fiscal year ended December 31, 2019, formatted in Inline XBRL.






SIGNATURES
Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the Registrant has duly caused this Report to be signed on its behalf by the undersigned, thereunto duly authorized.
  
Intercontinental Exchange, Inc.
(Registrant)
    
Date: February 7, 20196, 2020 By:/s/    Jeffrey C. Sprecher
   Jeffrey C. Sprecher
   Chief Executive Officer
KNOW ALL MEN BY THESE PRESENTS, that each person whose signature appears below constitutes and appoints Jeffrey C. Sprecher and Scott A. Hill, and each of them his or her true and lawful attorneys-in-fact and agents, with full power of substitution and resubstitution, for him or her and in his or her name, place and stead, in any and all capacities, to sign any and all amendments to this Annual Report in 20182019 and to file the same, with all exhibits thereto and other documents in connection therewith, with the Securities and Exchange Commission, granting unto said attorneys-in-fact and agents, and each of them, full power and authority to do and perform each and every act and thing requisite or necessary to be done, as fully to all intents and purposes as he might or could do in person, hereby ratifying and confirming all that said attorneys-in-fact and agents or any of them, or their or his substitute or substitutes, may lawfully do or cause to be done by virtue hereof.
Pursuant to the requirements of the Securities Exchange Act of 1934, this Report has been signed below by the following persons on behalf of the Registrant and in the capacities indicated as of the date indicated.
 
SignaturesTitleDate
/s/    Jeffrey C. Sprecher      Chairman of the Board andFebruary 7, 20196, 2020
Jeffrey C. Sprecher
Chief Executive Officer
(principal executive officer)
 
   
/s/    Scott A. Hill     Chief Financial Officer

(principal financial

officer)
February 7, 20196, 2020
Scott A. Hill 
   
/s/ James W. NamkungChief Accounting Officer and Corporate Controller (principal accounting officer)February 7, 20196, 2020
James W. Namkung


 
   
/s/ Sharon Y. BowenDirectorFebruary 7, 20196, 2020
Sharon Y. Bowen
/s/ Ann M. CairnsDirectorFebruary 7, 2019
Ann M. Cairns  
   
/s/    Charles R. Crisp  DirectorFebruary 7, 20196, 2020
Charles R. Crisp  
   
/s/ Duriya M. FarooquiDirectorFebruary 7, 20196, 2020
Duriya M. Farooqui  
   
/s/    Jean-Marc Forneri    DirectorFebruary 7, 20196, 2020
Jean-Marc Forneri  
   
/s/    Frederick W. Hatfield     DirectorFebruary 7, 20196, 2020
Frederick W. Hatfield  

/s/ Lord Hague of RichmondDirectorFebruary 7, 20196, 2020
The Rt. Hon. the Lord Hague of Richmond  

   
/s/    Thomas E. Noonan     DirectorFebruary 7, 20196, 2020
Thomas E. Noonan  
   
/s/    Frederic V. Salerno  DirectorFebruary 7, 20196, 2020
Frederic V. Salerno  
   
/s/    Judith A. Sprieser    DirectorFebruary 7, 20196, 2020
Judith A. Sprieser  
   
/s/    Vincent Tese    DirectorFebruary 7, 20196, 2020
Vincent Tese  
 




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